blob: 30f62e69e7fb9f7f69f0b8fb2f1cac492671642c [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
Victor Stinner507a5742021-04-09 17:51:22 +0200272 .. versionchanged:: 3.10
273 Class methods now inherit the method attributes (``__module__``,
274 ``__name__``, ``__qualname__``, ``__doc__`` and ``__annotations__``) and
275 have a new ``__wrapped__`` attribute.
276
Georg Brandl8334fd92010-12-04 10:26:46 +0000277.. function:: compile(source, filename, mode, flags=0, dont_inherit=False, optimize=-1)
Georg Brandl116aa622007-08-15 14:28:22 +0000278
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000279 Compile the *source* into a code or AST object. Code objects can be executed
Benjamin Peterson933142a2013-12-06 20:12:39 -0500280 by :func:`exec` or :func:`eval`. *source* can either be a normal string, a
281 byte string, or an AST object. Refer to the :mod:`ast` module documentation
282 for information on how to work with AST objects.
Georg Brandl116aa622007-08-15 14:28:22 +0000283
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000284 The *filename* argument should give the file from which the code was read;
285 pass some recognizable value if it wasn't read from a file (``'<string>'`` is
286 commonly used).
287
288 The *mode* argument specifies what kind of code must be compiled; it can be
289 ``'exec'`` if *source* consists of a sequence of statements, ``'eval'`` if it
290 consists of a single expression, or ``'single'`` if it consists of a single
291 interactive statement (in the latter case, expression statements that
R. David Murray66011262009-06-25 17:37:57 +0000292 evaluate to something other than ``None`` will be printed).
Georg Brandl116aa622007-08-15 14:28:22 +0000293
Rafael Fontenelleb76a8402020-10-29 17:48:21 -0300294 The optional arguments *flags* and *dont_inherit* control which
Batuhan Taskaya15593892020-10-19 04:14:11 +0300295 :ref:`compiler options <ast-compiler-flags>` should be activated
296 and which :ref:`future features <future>` should be allowed. If neither
297 is present (or both are zero) the code is compiled with the same flags that
298 affect the code that is calling :func:`compile`. If the *flags*
299 argument is given and *dont_inherit* is not (or is zero) then the compiler
300 options and the future statements specified by the *flags* argument are used
301 in addition to those that would be used anyway. If *dont_inherit* is a
302 non-zero integer then the *flags* argument is it -- the flags (future
303 features and compiler options) in the surrounding code are ignored.
Georg Brandl116aa622007-08-15 14:28:22 +0000304
Batuhan Taskaya15593892020-10-19 04:14:11 +0300305 Compiler options and future statements are specified by bits which can be
306 bitwise ORed together to specify multiple options. The bitfield required to
307 specify a given future feature can be found as the
308 :attr:`~__future__._Feature.compiler_flag` attribute on the
309 :class:`~__future__._Feature` instance in the :mod:`__future__` module.
310 :ref:`Compiler flags <ast-compiler-flags>` can be found in :mod:`ast`
311 module, with ``PyCF_`` prefix.
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700312
Georg Brandl8334fd92010-12-04 10:26:46 +0000313 The argument *optimize* specifies the optimization level of the compiler; the
314 default value of ``-1`` selects the optimization level of the interpreter as
315 given by :option:`-O` options. Explicit levels are ``0`` (no optimization;
316 ``__debug__`` is true), ``1`` (asserts are removed, ``__debug__`` is false)
317 or ``2`` (docstrings are removed too).
318
Christian Heimes7f044312008-01-06 17:05:40 +0000319 This function raises :exc:`SyntaxError` if the compiled source is invalid,
Berker Peksag0334c3c2016-02-21 22:00:12 +0200320 and :exc:`ValueError` if the source contains null bytes.
Christian Heimes7f044312008-01-06 17:05:40 +0000321
Georg Brandle4196d32014-10-31 09:41:46 +0100322 If you want to parse Python code into its AST representation, see
323 :func:`ast.parse`.
324
Steve Dower44f91c32019-06-27 10:47:59 -0700325 .. audit-event:: compile source,filename compile
Steve Dowerb82e17e2019-05-23 08:45:22 -0700326
Steve Dower60419a72019-06-24 08:42:54 -0700327 Raises an :ref:`auditing event <auditing>` ``compile`` with arguments
Steve Dowerb82e17e2019-05-23 08:45:22 -0700328 ``source`` and ``filename``. This event may also be raised by implicit
329 compilation.
330
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000331 .. note::
332
Benjamin Peterson20211002009-11-25 18:34:42 +0000333 When compiling a string with multi-line code in ``'single'`` or
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000334 ``'eval'`` mode, input must be terminated by at least one newline
335 character. This is to facilitate detection of incomplete and complete
336 statements in the :mod:`code` module.
337
Brett Cannonf7a6ff62018-03-09 13:13:32 -0800338 .. warning::
339
340 It is possible to crash the Python interpreter with a
341 sufficiently large/complex string when compiling to an AST
342 object due to stack depth limitations in Python's AST compiler.
343
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000344 .. versionchanged:: 3.2
345 Allowed use of Windows and Mac newlines. Also input in ``'exec'`` mode
Georg Brandl8334fd92010-12-04 10:26:46 +0000346 does not have to end in a newline anymore. Added the *optimize* parameter.
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000347
Berker Peksag0334c3c2016-02-21 22:00:12 +0200348 .. versionchanged:: 3.5
349 Previously, :exc:`TypeError` was raised when null bytes were encountered
350 in *source*.
351
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700352 .. versionadded:: 3.8
353 ``ast.PyCF_ALLOW_TOP_LEVEL_AWAIT`` can now be passed in flags to enable
354 support for top-level ``await``, ``async for``, and ``async with``.
355
Georg Brandl116aa622007-08-15 14:28:22 +0000356
Georg Brandleb7e8f62014-10-06 13:54:36 +0200357.. class:: complex([real[, imag]])
Georg Brandl116aa622007-08-15 14:28:22 +0000358
Terry Jan Reedy43cba212015-05-23 16:16:28 -0400359 Return a complex number with the value *real* + *imag*\*1j or convert a string
Georg Brandleb7e8f62014-10-06 13:54:36 +0200360 or number to a complex number. If the first parameter is a string, it will
361 be interpreted as a complex number and the function must be called without a
362 second parameter. The second parameter can never be a string. Each argument
363 may be any numeric type (including complex). If *imag* is omitted, it
364 defaults to zero and the constructor serves as a numeric conversion like
365 :class:`int` and :class:`float`. If both arguments are omitted, returns
366 ``0j``.
Georg Brandl116aa622007-08-15 14:28:22 +0000367
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300368 For a general Python object ``x``, ``complex(x)`` delegates to
369 ``x.__complex__()``. If ``__complex__()`` is not defined then it falls back
370 to :meth:`__float__`. If ``__float__()`` is not defined then it falls back
371 to :meth:`__index__`.
372
Mark Dickinson328dd0d2012-03-10 16:09:35 +0000373 .. note::
374
375 When converting from a string, the string must not contain whitespace
376 around the central ``+`` or ``-`` operator. For example,
377 ``complex('1+2j')`` is fine, but ``complex('1 + 2j')`` raises
378 :exc:`ValueError`.
379
Georg Brandl116aa622007-08-15 14:28:22 +0000380 The complex type is described in :ref:`typesnumeric`.
381
Brett Cannona721aba2016-09-09 14:57:09 -0700382 .. versionchanged:: 3.6
383 Grouping digits with underscores as in code literals is allowed.
384
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300385 .. versionchanged:: 3.8
386 Falls back to :meth:`__index__` if :meth:`__complex__` and
387 :meth:`__float__` are not defined.
388
Georg Brandl116aa622007-08-15 14:28:22 +0000389
390.. function:: delattr(object, name)
391
392 This is a relative of :func:`setattr`. The arguments are an object and a
393 string. The string must be the name of one of the object's attributes. The
394 function deletes the named attribute, provided the object allows it. For
395 example, ``delattr(x, 'foobar')`` is equivalent to ``del x.foobar``.
396
397
Éric Araujo9edd9f02011-09-01 23:08:55 +0200398.. _func-dict:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200399.. class:: dict(**kwarg)
400 dict(mapping, **kwarg)
401 dict(iterable, **kwarg)
Georg Brandl116aa622007-08-15 14:28:22 +0000402 :noindex:
403
Chris Jerdonekf3413172012-10-13 03:22:33 -0700404 Create a new dictionary. The :class:`dict` object is the dictionary class.
Georg Brandleb7e8f62014-10-06 13:54:36 +0200405 See :class:`dict` and :ref:`typesmapping` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000406
Chris Jerdonekf3413172012-10-13 03:22:33 -0700407 For other containers see the built-in :class:`list`, :class:`set`, and
408 :class:`tuple` classes, as well as the :mod:`collections` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000409
410
411.. function:: dir([object])
412
413 Without arguments, return the list of names in the current local scope. With an
414 argument, attempt to return a list of valid attributes for that object.
415
416 If the object has a method named :meth:`__dir__`, this method will be called and
417 must return the list of attributes. This allows objects that implement a custom
418 :func:`__getattr__` or :func:`__getattribute__` function to customize the way
419 :func:`dir` reports their attributes.
420
421 If the object does not provide :meth:`__dir__`, the function tries its best to
Martin Panterbae5d812016-06-18 03:57:31 +0000422 gather information from the object's :attr:`~object.__dict__` attribute, if defined, and
Georg Brandl116aa622007-08-15 14:28:22 +0000423 from its type object. The resulting list is not necessarily complete, and may
424 be inaccurate when the object has a custom :func:`__getattr__`.
425
426 The default :func:`dir` mechanism behaves differently with different types of
427 objects, as it attempts to produce the most relevant, rather than complete,
428 information:
429
430 * If the object is a module object, the list contains the names of the module's
431 attributes.
432
433 * If the object is a type or class object, the list contains the names of its
434 attributes, and recursively of the attributes of its bases.
435
436 * Otherwise, the list contains the object's attributes' names, the names of its
437 class's attributes, and recursively of the attributes of its class's base
438 classes.
439
Christian Heimesfe337bf2008-03-23 21:54:12 +0000440 The resulting list is sorted alphabetically. For example:
441
442 >>> import struct
Marco Buttue65fcde2017-04-27 14:23:34 +0200443 >>> dir() # show the names in the module namespace # doctest: +SKIP
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300444 ['__builtins__', '__name__', 'struct']
445 >>> dir(struct) # show the names in the struct module # doctest: +SKIP
446 ['Struct', '__all__', '__builtins__', '__cached__', '__doc__', '__file__',
447 '__initializing__', '__loader__', '__name__', '__package__',
448 '_clearcache', 'calcsize', 'error', 'pack', 'pack_into',
Christian Heimesfe337bf2008-03-23 21:54:12 +0000449 'unpack', 'unpack_from']
Ezio Melottiaf8838f2013-03-11 09:30:21 +0200450 >>> class Shape:
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300451 ... def __dir__(self):
452 ... return ['area', 'perimeter', 'location']
Raymond Hettinger90289282011-06-01 16:17:23 -0700453 >>> s = Shape()
454 >>> dir(s)
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300455 ['area', 'location', 'perimeter']
Georg Brandl116aa622007-08-15 14:28:22 +0000456
457 .. note::
458
459 Because :func:`dir` is supplied primarily as a convenience for use at an
Georg Brandl036490d2009-05-17 13:00:36 +0000460 interactive prompt, it tries to supply an interesting set of names more
461 than it tries to supply a rigorously or consistently defined set of names,
462 and its detailed behavior may change across releases. For example,
463 metaclass attributes are not in the result list when the argument is a
464 class.
Georg Brandl116aa622007-08-15 14:28:22 +0000465
466
467.. function:: divmod(a, b)
468
469 Take two (non complex) numbers as arguments and return a pair of numbers
Georg Brandl036490d2009-05-17 13:00:36 +0000470 consisting of their quotient and remainder when using integer division. With
471 mixed operand types, the rules for binary arithmetic operators apply. For
472 integers, the result is the same as ``(a // b, a % b)``. For floating point
473 numbers the result is ``(q, a % b)``, where *q* is usually ``math.floor(a /
474 b)`` but may be 1 less than that. In any case ``q * b + a % b`` is very
475 close to *a*, if ``a % b`` is non-zero it has the same sign as *b*, and ``0
476 <= abs(a % b) < abs(b)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000477
Georg Brandl116aa622007-08-15 14:28:22 +0000478
Georg Brandl036490d2009-05-17 13:00:36 +0000479.. function:: enumerate(iterable, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +0000480
Georg Brandld11ae5d2008-05-16 13:27:32 +0000481 Return an enumerate object. *iterable* must be a sequence, an
Ezio Melotti7fa82222012-10-12 13:42:08 +0300482 :term:`iterator`, or some other object which supports iteration.
483 The :meth:`~iterator.__next__` method of the iterator returned by
484 :func:`enumerate` returns a tuple containing a count (from *start* which
485 defaults to 0) and the values obtained from iterating over *iterable*.
Georg Brandl116aa622007-08-15 14:28:22 +0000486
Raymond Hettinger9d3df6d2011-06-25 15:00:14 +0200487 >>> seasons = ['Spring', 'Summer', 'Fall', 'Winter']
488 >>> list(enumerate(seasons))
489 [(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]
490 >>> list(enumerate(seasons, start=1))
491 [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
Raymond Hettinger90289282011-06-01 16:17:23 -0700492
493 Equivalent to::
494
495 def enumerate(sequence, start=0):
496 n = start
497 for elem in sequence:
498 yield n, elem
499 n += 1
Georg Brandl116aa622007-08-15 14:28:22 +0000500
Georg Brandl116aa622007-08-15 14:28:22 +0000501
smokephil7a0023e2019-09-11 12:30:04 +0200502.. function:: eval(expression[, globals[, locals]])
Georg Brandl116aa622007-08-15 14:28:22 +0000503
504 The arguments are a string and optional globals and locals. If provided,
505 *globals* must be a dictionary. If provided, *locals* can be any mapping
506 object.
507
Georg Brandl116aa622007-08-15 14:28:22 +0000508 The *expression* argument is parsed and evaluated as a Python expression
509 (technically speaking, a condition list) using the *globals* and *locals*
Georg Brandl9afde1c2007-11-01 20:32:30 +0000510 dictionaries as global and local namespace. If the *globals* dictionary is
Berker Peksag225b0552018-08-19 13:25:33 +0300511 present and does not contain a value for the key ``__builtins__``, a
512 reference to the dictionary of the built-in module :mod:`builtins` is
Antoinefc3dca32020-12-16 16:45:19 +0100513 inserted under that key before *expression* is parsed. That way you can
514 control what builtins are available to the executed code by inserting your
515 own ``__builtins__`` dictionary into *globals* before passing it to
516 :func:`eval`. If the *locals* dictionary is omitted it defaults to the
517 *globals* dictionary. If both dictionaries are omitted, the expression is
518 executed with the *globals* and *locals* in the environment where
519 :func:`eval` is called. Note, *eval()* does not have access to the
520 :term:`nested scopes <nested scope>` (non-locals) in the enclosing
521 environment.
Raymond Hettinger610a4822019-08-06 17:56:22 -0700522
523 The return value is the result of
Christian Heimesfe337bf2008-03-23 21:54:12 +0000524 the evaluated expression. Syntax errors are reported as exceptions. Example:
Georg Brandl116aa622007-08-15 14:28:22 +0000525
526 >>> x = 1
Georg Brandl6911e3c2007-09-04 07:15:32 +0000527 >>> eval('x+1')
Georg Brandl116aa622007-08-15 14:28:22 +0000528 2
529
Benjamin Peterson3e4f0552008-09-02 00:31:15 +0000530 This function can also be used to execute arbitrary code objects (such as
531 those created by :func:`compile`). In this case pass a code object instead
532 of a string. If the code object has been compiled with ``'exec'`` as the
Georg Brandl1f70cdf2010-03-21 09:04:24 +0000533 *mode* argument, :func:`eval`\'s return value will be ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000534
535 Hints: dynamic execution of statements is supported by the :func:`exec`
536 function. The :func:`globals` and :func:`locals` functions
537 returns the current global and local dictionary, respectively, which may be
538 useful to pass around for use by :func:`eval` or :func:`exec`.
539
Batuhan Taskayae799aa82020-10-04 03:46:44 +0300540 If the given source is a string, then leading and trailing spaces and tabs
541 are stripped.
542
Georg Brandl05bfcc52010-07-11 09:42:10 +0000543 See :func:`ast.literal_eval` for a function that can safely evaluate strings
544 with expressions containing only literals.
545
Steve Dower44f91c32019-06-27 10:47:59 -0700546 .. audit-event:: exec code_object eval
Steve Dowerb82e17e2019-05-23 08:45:22 -0700547
Steve Dower60419a72019-06-24 08:42:54 -0700548 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
549 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700550
Berker Peksag3410af42014-07-04 15:06:45 +0300551.. index:: builtin: exec
Georg Brandl116aa622007-08-15 14:28:22 +0000552
553.. function:: exec(object[, globals[, locals]])
554
Benjamin Petersond3013ff2008-11-11 21:43:42 +0000555 This function supports dynamic execution of Python code. *object* must be
556 either a string or a code object. If it is a string, the string is parsed as
557 a suite of Python statements which is then executed (unless a syntax error
Georg Brandl47f27a32009-03-31 16:57:13 +0000558 occurs). [#]_ If it is a code object, it is simply executed. In all cases,
559 the code that's executed is expected to be valid as file input (see the
560 section "File input" in the Reference Manual). Be aware that the
Terry Jan Reedy0ec57e22021-02-07 00:28:50 -0500561 :keyword:`nonlocal`, :keyword:`yield`, and :keyword:`return`
562 statements may not be used outside of
Georg Brandl47f27a32009-03-31 16:57:13 +0000563 function definitions even within the context of code passed to the
564 :func:`exec` function. The return value is ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000565
566 In all cases, if the optional parts are omitted, the code is executed in the
Anthony Shaw059b9ea2019-06-02 01:51:58 +1000567 current scope. If only *globals* is provided, it must be a dictionary
568 (and not a subclass of dictionary), which
Georg Brandl116aa622007-08-15 14:28:22 +0000569 will be used for both the global and the local variables. If *globals* and
570 *locals* are given, they are used for the global and local variables,
Terry Jan Reedy83efd6c2012-07-08 17:36:14 -0400571 respectively. If provided, *locals* can be any mapping object. Remember
572 that at module level, globals and locals are the same dictionary. If exec
573 gets two separate objects as *globals* and *locals*, the code will be
574 executed as if it were embedded in a class definition.
Georg Brandl116aa622007-08-15 14:28:22 +0000575
576 If the *globals* dictionary does not contain a value for the key
577 ``__builtins__``, a reference to the dictionary of the built-in module
Georg Brandl1a3284e2007-12-02 09:40:06 +0000578 :mod:`builtins` is inserted under that key. That way you can control what
Georg Brandl116aa622007-08-15 14:28:22 +0000579 builtins are available to the executed code by inserting your own
580 ``__builtins__`` dictionary into *globals* before passing it to :func:`exec`.
581
Steve Dower44f91c32019-06-27 10:47:59 -0700582 .. audit-event:: exec code_object exec
Steve Dowerb82e17e2019-05-23 08:45:22 -0700583
Steve Dower60419a72019-06-24 08:42:54 -0700584 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
585 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700586
Georg Brandl116aa622007-08-15 14:28:22 +0000587 .. note::
588
589 The built-in functions :func:`globals` and :func:`locals` return the current
590 global and local dictionary, respectively, which may be useful to pass around
591 for use as the second and third argument to :func:`exec`.
592
Georg Brandle720c0a2009-04-27 16:20:50 +0000593 .. note::
Georg Brandl116aa622007-08-15 14:28:22 +0000594
595 The default *locals* act as described for function :func:`locals` below:
Georg Brandlf6945182008-02-01 11:56:49 +0000596 modifications to the default *locals* dictionary should not be attempted.
597 Pass an explicit *locals* dictionary if you need to see effects of the
598 code on *locals* after function :func:`exec` returns.
Georg Brandl116aa622007-08-15 14:28:22 +0000599
600
601.. function:: filter(function, iterable)
602
Georg Brandl952aea22007-09-04 17:50:40 +0000603 Construct an iterator from those elements of *iterable* for which *function*
604 returns true. *iterable* may be either a sequence, a container which
Georg Brandl9afde1c2007-11-01 20:32:30 +0000605 supports iteration, or an iterator. If *function* is ``None``, the identity
606 function is assumed, that is, all elements of *iterable* that are false are
607 removed.
Georg Brandl116aa622007-08-15 14:28:22 +0000608
Georg Brandl952aea22007-09-04 17:50:40 +0000609 Note that ``filter(function, iterable)`` is equivalent to the generator
610 expression ``(item for item in iterable if function(item))`` if function is
611 not ``None`` and ``(item for item in iterable if item)`` if function is
612 ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000613
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000614 See :func:`itertools.filterfalse` for the complementary function that returns
615 elements of *iterable* for which *function* returns false.
616
Georg Brandl116aa622007-08-15 14:28:22 +0000617
Georg Brandleb7e8f62014-10-06 13:54:36 +0200618.. class:: float([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000619
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000620 .. index::
621 single: NaN
622 single: Infinity
Georg Brandl116aa622007-08-15 14:28:22 +0000623
Georg Brandleb7e8f62014-10-06 13:54:36 +0200624 Return a floating point number constructed from a number or string *x*.
Georg Brandl116aa622007-08-15 14:28:22 +0000625
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000626 If the argument is a string, it should contain a decimal number, optionally
627 preceded by a sign, and optionally embedded in whitespace. The optional
628 sign may be ``'+'`` or ``'-'``; a ``'+'`` sign has no effect on the value
629 produced. The argument may also be a string representing a NaN
630 (not-a-number), or a positive or negative infinity. More precisely, the
631 input must conform to the following grammar after leading and trailing
632 whitespace characters are removed:
Georg Brandl116aa622007-08-15 14:28:22 +0000633
Victor Stinner8af239e2020-09-18 09:10:15 +0200634 .. productionlist:: float
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000635 sign: "+" | "-"
636 infinity: "Infinity" | "inf"
637 nan: "nan"
Georg Brandl46402372010-12-04 19:06:18 +0000638 numeric_value: `floatnumber` | `infinity` | `nan`
639 numeric_string: [`sign`] `numeric_value`
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000640
641 Here ``floatnumber`` is the form of a Python floating-point literal,
642 described in :ref:`floating`. Case is not significant, so, for example,
643 "inf", "Inf", "INFINITY" and "iNfINity" are all acceptable spellings for
644 positive infinity.
645
646 Otherwise, if the argument is an integer or a floating point number, a
647 floating point number with the same value (within Python's floating point
648 precision) is returned. If the argument is outside the range of a Python
649 float, an :exc:`OverflowError` will be raised.
650
651 For a general Python object ``x``, ``float(x)`` delegates to
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300652 ``x.__float__()``. If ``__float__()`` is not defined then it falls back
653 to :meth:`__index__`.
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000654
655 If no argument is given, ``0.0`` is returned.
656
657 Examples::
658
659 >>> float('+1.23')
660 1.23
661 >>> float(' -12345\n')
662 -12345.0
663 >>> float('1e-003')
664 0.001
665 >>> float('+1E6')
666 1000000.0
667 >>> float('-Infinity')
668 -inf
Georg Brandl116aa622007-08-15 14:28:22 +0000669
670 The float type is described in :ref:`typesnumeric`.
671
Brett Cannona721aba2016-09-09 14:57:09 -0700672 .. versionchanged:: 3.6
673 Grouping digits with underscores as in code literals is allowed.
Chris Jerdonekbb4e9412012-11-28 01:38:40 -0800674
Louis Sautier3fe89da2018-08-27 12:45:26 +0200675 .. versionchanged:: 3.7
676 *x* is now a positional-only parameter.
677
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300678 .. versionchanged:: 3.8
679 Falls back to :meth:`__index__` if :meth:`__float__` is not defined.
680
Éric Araujo9edd9f02011-09-01 23:08:55 +0200681
Brett Cannona721aba2016-09-09 14:57:09 -0700682.. index::
683 single: __format__
684 single: string; format() (built-in function)
685
Georg Brandl4b491312007-08-31 09:22:56 +0000686.. function:: format(value[, format_spec])
687
Georg Brandl5579ba92009-02-23 10:24:05 +0000688 Convert a *value* to a "formatted" representation, as controlled by
689 *format_spec*. The interpretation of *format_spec* will depend on the type
690 of the *value* argument, however there is a standard formatting syntax that
691 is used by most built-in types: :ref:`formatspec`.
Georg Brandl48310cd2009-01-03 21:18:54 +0000692
Raymond Hettinger30439b22011-05-11 10:47:27 -0700693 The default *format_spec* is an empty string which usually gives the same
Chris Jerdonek5fae0e52012-11-20 17:45:51 -0800694 effect as calling :func:`str(value) <str>`.
Georg Brandl4b491312007-08-31 09:22:56 +0000695
Raymond Hettinger30439b22011-05-11 10:47:27 -0700696 A call to ``format(value, format_spec)`` is translated to
Georg Brandle4196d32014-10-31 09:41:46 +0100697 ``type(value).__format__(value, format_spec)`` which bypasses the instance
Raymond Hettinger30439b22011-05-11 10:47:27 -0700698 dictionary when searching for the value's :meth:`__format__` method. A
Larry Hastings3732ed22014-03-15 21:13:56 -0700699 :exc:`TypeError` exception is raised if the method search reaches
700 :mod:`object` and the *format_spec* is non-empty, or if either the
701 *format_spec* or the return value are not strings.
Georg Brandl4b491312007-08-31 09:22:56 +0000702
Larry Hastings3732ed22014-03-15 21:13:56 -0700703 .. versionchanged:: 3.4
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200704 ``object().__format__(format_spec)`` raises :exc:`TypeError`
Larry Hastings3732ed22014-03-15 21:13:56 -0700705 if *format_spec* is not an empty string.
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200706
Éric Araujo9edd9f02011-09-01 23:08:55 +0200707
708.. _func-frozenset:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200709.. class:: frozenset([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +0000710 :noindex:
711
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800712 Return a new :class:`frozenset` object, optionally with elements taken from
713 *iterable*. ``frozenset`` is a built-in class. See :class:`frozenset` and
714 :ref:`types-set` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000715
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800716 For other containers see the built-in :class:`set`, :class:`list`,
717 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
718 module.
Georg Brandl116aa622007-08-15 14:28:22 +0000719
Georg Brandl116aa622007-08-15 14:28:22 +0000720
721.. function:: getattr(object, name[, default])
722
Georg Brandl8e4ddcf2010-10-16 18:51:05 +0000723 Return the value of the named attribute of *object*. *name* must be a string.
Georg Brandl116aa622007-08-15 14:28:22 +0000724 If the string is the name of one of the object's attributes, the result is the
725 value of that attribute. For example, ``getattr(x, 'foobar')`` is equivalent to
726 ``x.foobar``. If the named attribute does not exist, *default* is returned if
727 provided, otherwise :exc:`AttributeError` is raised.
728
Ken Jin2edaf6a2021-02-03 05:06:57 +0800729 .. note::
730
731 Since :ref:`private name mangling <private-name-mangling>` happens at
732 compilation time, one must manually mangle a private attribute's
733 (attributes with two leading underscores) name in order to retrieve it with
734 :func:`getattr`.
735
Georg Brandl116aa622007-08-15 14:28:22 +0000736
737.. function:: globals()
738
739 Return a dictionary representing the current global symbol table. This is always
740 the dictionary of the current module (inside a function or method, this is the
741 module where it is defined, not the module from which it is called).
742
743
744.. function:: hasattr(object, name)
745
Benjamin Peterson17689992010-08-24 03:26:23 +0000746 The arguments are an object and a string. The result is ``True`` if the
747 string is the name of one of the object's attributes, ``False`` if not. (This
748 is implemented by calling ``getattr(object, name)`` and seeing whether it
749 raises an :exc:`AttributeError` or not.)
Georg Brandl116aa622007-08-15 14:28:22 +0000750
751
752.. function:: hash(object)
753
Barry Warsaw224a5992013-07-15 14:47:29 -0400754 Return the hash value of the object (if it has one). Hash values are
755 integers. They are used to quickly compare dictionary keys during a
756 dictionary lookup. Numeric values that compare equal have the same hash
757 value (even if they are of different types, as is the case for 1 and 1.0).
Georg Brandl116aa622007-08-15 14:28:22 +0000758
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300759 .. note::
Barry Warsaw224a5992013-07-15 14:47:29 -0400760
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300761 For objects with custom :meth:`__hash__` methods, note that :func:`hash`
762 truncates the return value based on the bit width of the host machine.
763 See :meth:`__hash__` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000764
765.. function:: help([object])
766
767 Invoke the built-in help system. (This function is intended for interactive
768 use.) If no argument is given, the interactive help system starts on the
769 interpreter console. If the argument is a string, then the string is looked up
770 as the name of a module, function, class, method, keyword, or documentation
771 topic, and a help page is printed on the console. If the argument is any other
772 kind of object, a help page on the object is generated.
773
Lysandros Nikolaou1aeeaeb2019-03-10 12:30:11 +0100774 Note that if a slash(/) appears in the parameter list of a function, when
775 invoking :func:`help`, it means that the parameters prior to the slash are
776 positional-only. For more info, see
777 :ref:`the FAQ entry on positional-only parameters <faq-positional-only-arguments>`.
778
Christian Heimes9bd667a2008-01-20 15:14:11 +0000779 This function is added to the built-in namespace by the :mod:`site` module.
780
Larry Hastings3732ed22014-03-15 21:13:56 -0700781 .. versionchanged:: 3.4
782 Changes to :mod:`pydoc` and :mod:`inspect` mean that the reported
783 signatures for callables are now more comprehensive and consistent.
784
Georg Brandl116aa622007-08-15 14:28:22 +0000785
786.. function:: hex(x)
787
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300788 Convert an integer number to a lowercase hexadecimal string prefixed with
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300789 "0x". If *x* is not a Python :class:`int` object, it has to define an
790 :meth:`__index__` method that returns an integer. Some examples:
Larry Hastings3732ed22014-03-15 21:13:56 -0700791
792 >>> hex(255)
793 '0xff'
794 >>> hex(-42)
795 '-0x2a'
796
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300797 If you want to convert an integer number to an uppercase or lower hexadecimal
798 string with prefix or not, you can use either of the following ways:
799
800 >>> '%#x' % 255, '%x' % 255, '%X' % 255
801 ('0xff', 'ff', 'FF')
802 >>> format(255, '#x'), format(255, 'x'), format(255, 'X')
803 ('0xff', 'ff', 'FF')
804 >>> f'{255:#x}', f'{255:x}', f'{255:X}'
805 ('0xff', 'ff', 'FF')
806
807 See also :func:`format` for more information.
Larry Hastings3732ed22014-03-15 21:13:56 -0700808
809 See also :func:`int` for converting a hexadecimal string to an
810 integer using a base of 16.
Georg Brandl116aa622007-08-15 14:28:22 +0000811
Mark Dickinson36cea392009-10-03 10:18:40 +0000812 .. note::
813
814 To obtain a hexadecimal string representation for a float, use the
815 :meth:`float.hex` method.
816
Georg Brandl116aa622007-08-15 14:28:22 +0000817
818.. function:: id(object)
819
Georg Brandlba956ae2007-11-29 17:24:34 +0000820 Return the "identity" of an object. This is an integer which
Georg Brandl116aa622007-08-15 14:28:22 +0000821 is guaranteed to be unique and constant for this object during its lifetime.
Georg Brandl495f7b52009-10-27 15:28:25 +0000822 Two objects with non-overlapping lifetimes may have the same :func:`id`
823 value.
824
Éric Araujof33de712011-05-27 04:42:47 +0200825 .. impl-detail:: This is the address of the object in memory.
Georg Brandl116aa622007-08-15 14:28:22 +0000826
Saiyang Gou3f7e9902020-10-20 12:23:15 -0700827 .. audit-event:: builtins.id id id
828
Georg Brandl116aa622007-08-15 14:28:22 +0000829
Georg Brandlc0902982007-09-12 21:29:27 +0000830.. function:: input([prompt])
831
832 If the *prompt* argument is present, it is written to standard output without
833 a trailing newline. The function then reads a line from input, converts it
834 to a string (stripping a trailing newline), and returns that. When EOF is
835 read, :exc:`EOFError` is raised. Example::
836
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300837 >>> s = input('--> ') # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000838 --> Monty Python's Flying Circus
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300839 >>> s # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000840 "Monty Python's Flying Circus"
841
Georg Brandl7b469422007-09-12 21:32:27 +0000842 If the :mod:`readline` module was loaded, then :func:`input` will use it
Georg Brandlc0902982007-09-12 21:29:27 +0000843 to provide elaborate line editing and history features.
844
Steve Dower44f91c32019-06-27 10:47:59 -0700845 .. audit-event:: builtins.input prompt input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700846
Steve Dower60419a72019-06-24 08:42:54 -0700847 Raises an :ref:`auditing event <auditing>` ``builtins.input`` with
Steve Dowerb82e17e2019-05-23 08:45:22 -0700848 argument ``prompt`` before reading input
849
Steve Dower44f91c32019-06-27 10:47:59 -0700850 .. audit-event:: builtins.input/result result input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700851
852 Raises an auditing event ``builtins.input/result`` with the result after
853 successfully reading input.
854
Georg Brandlc0902982007-09-12 21:29:27 +0000855
Louis Sautier3fe89da2018-08-27 12:45:26 +0200856.. class:: int([x])
Georg Brandleb7e8f62014-10-06 13:54:36 +0200857 int(x, base=10)
Georg Brandl116aa622007-08-15 14:28:22 +0000858
Georg Brandleb7e8f62014-10-06 13:54:36 +0200859 Return an integer object constructed from a number or string *x*, or return
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300860 ``0`` if no arguments are given. If *x* defines :meth:`__int__`,
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300861 ``int(x)`` returns ``x.__int__()``. If *x* defines :meth:`__index__`,
862 it returns ``x.__index__()``. If *x* defines :meth:`__trunc__`,
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300863 it returns ``x.__trunc__()``.
864 For floating point numbers, this truncates towards zero.
Chris Jerdonek57491e02012-09-28 00:10:44 -0700865
866 If *x* is not a number or if *base* is given, then *x* must be a string,
867 :class:`bytes`, or :class:`bytearray` instance representing an :ref:`integer
868 literal <integers>` in radix *base*. Optionally, the literal can be
869 preceded by ``+`` or ``-`` (with no space in between) and surrounded by
870 whitespace. A base-n literal consists of the digits 0 to n-1, with ``a``
871 to ``z`` (or ``A`` to ``Z``) having
Serhiy Storchakac7b1a0b2016-11-26 13:43:28 +0200872 values 10 to 35. The default *base* is 10. The allowed values are 0 and 2--36.
Georg Brandl225d3c82008-04-09 18:45:14 +0000873 Base-2, -8, and -16 literals can be optionally prefixed with ``0b``/``0B``,
Georg Brandl1b5ab452009-08-13 07:56:35 +0000874 ``0o``/``0O``, or ``0x``/``0X``, as with integer literals in code. Base 0
875 means to interpret exactly as a code literal, so that the actual base is 2,
Georg Brandl225d3c82008-04-09 18:45:14 +0000876 8, 10, or 16, and so that ``int('010', 0)`` is not legal, while
877 ``int('010')`` is, as well as ``int('010', 8)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000878
879 The integer type is described in :ref:`typesnumeric`.
880
Mark Dickinson07c71362013-01-27 10:17:52 +0000881 .. versionchanged:: 3.4
882 If *base* is not an instance of :class:`int` and the *base* object has a
883 :meth:`base.__index__ <object.__index__>` method, that method is called
884 to obtain an integer for the base. Previous versions used
885 :meth:`base.__int__ <object.__int__>` instead of :meth:`base.__index__
886 <object.__index__>`.
Georg Brandl116aa622007-08-15 14:28:22 +0000887
Brett Cannona721aba2016-09-09 14:57:09 -0700888 .. versionchanged:: 3.6
889 Grouping digits with underscores as in code literals is allowed.
890
Louis Sautier3fe89da2018-08-27 12:45:26 +0200891 .. versionchanged:: 3.7
892 *x* is now a positional-only parameter.
893
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300894 .. versionchanged:: 3.8
895 Falls back to :meth:`__index__` if :meth:`__int__` is not defined.
896
Brett Cannona721aba2016-09-09 14:57:09 -0700897
Georg Brandl116aa622007-08-15 14:28:22 +0000898.. function:: isinstance(object, classinfo)
899
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200900 Return ``True`` if the *object* argument is an instance of the *classinfo*
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200901 argument, or of a (direct, indirect or :term:`virtual <abstract base
902 class>`) subclass thereof. If *object* is not
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200903 an object of the given type, the function always returns ``False``.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400904 If *classinfo* is a tuple of type objects (or recursively, other such
Ken Jin5f77dee2021-02-09 09:57:11 +0800905 tuples) or a :ref:`types-union` of multiple types, return ``True`` if
906 *object* is an instance of any of the types.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400907 If *classinfo* is not a type or tuple of types and such tuples,
Georg Brandl85eb8c12007-08-31 16:33:38 +0000908 a :exc:`TypeError` exception is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000909
Ken Jin5f77dee2021-02-09 09:57:11 +0800910 .. versionchanged:: 3.10
911 *classinfo* can be a :ref:`types-union`.
912
Georg Brandl116aa622007-08-15 14:28:22 +0000913
914.. function:: issubclass(class, classinfo)
915
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200916 Return ``True`` if *class* is a subclass (direct, indirect or :term:`virtual
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200917 <abstract base class>`) of *classinfo*. A
Georg Brandl116aa622007-08-15 14:28:22 +0000918 class is considered a subclass of itself. *classinfo* may be a tuple of class
Ken Jin5f77dee2021-02-09 09:57:11 +0800919 objects or a :ref:`types-union`, in which case every entry in *classinfo*
920 will be checked. In any other
Georg Brandl116aa622007-08-15 14:28:22 +0000921 case, a :exc:`TypeError` exception is raised.
922
Ken Jin5f77dee2021-02-09 09:57:11 +0800923 .. versionchanged:: 3.10
924 *classinfo* can be a :ref:`types-union`.
925
Georg Brandl116aa622007-08-15 14:28:22 +0000926
Georg Brandl036490d2009-05-17 13:00:36 +0000927.. function:: iter(object[, sentinel])
Georg Brandl116aa622007-08-15 14:28:22 +0000928
Georg Brandl036490d2009-05-17 13:00:36 +0000929 Return an :term:`iterator` object. The first argument is interpreted very
930 differently depending on the presence of the second argument. Without a
931 second argument, *object* must be a collection object which supports the
932 iteration protocol (the :meth:`__iter__` method), or it must support the
933 sequence protocol (the :meth:`__getitem__` method with integer arguments
934 starting at ``0``). If it does not support either of those protocols,
935 :exc:`TypeError` is raised. If the second argument, *sentinel*, is given,
936 then *object* must be a callable object. The iterator created in this case
Ezio Melotti7fa82222012-10-12 13:42:08 +0300937 will call *object* with no arguments for each call to its
938 :meth:`~iterator.__next__` method; if the value returned is equal to
939 *sentinel*, :exc:`StopIteration` will be raised, otherwise the value will
940 be returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000941
Chris Jerdonek006d9072012-10-12 20:28:26 -0700942 See also :ref:`typeiter`.
943
Chris Randsd378b1f2018-12-24 06:07:17 +0100944 One useful application of the second form of :func:`iter` is to build a
945 block-reader. For example, reading fixed-width blocks from a binary
946 database file until the end of file is reached::
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000947
Chris Randsd378b1f2018-12-24 06:07:17 +0100948 from functools import partial
949 with open('mydata.db', 'rb') as f:
Cristian Ciupitu11fa0e42019-02-21 09:53:06 +0200950 for block in iter(partial(f.read, 64), b''):
Chris Randsd378b1f2018-12-24 06:07:17 +0100951 process_block(block)
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000952
Georg Brandl116aa622007-08-15 14:28:22 +0000953
954.. function:: len(s)
955
956 Return the length (the number of items) of an object. The argument may be a
Terry Jan Reedyf2fb73f2014-06-16 03:05:37 -0400957 sequence (such as a string, bytes, tuple, list, or range) or a collection
958 (such as a dictionary, set, or frozen set).
Georg Brandl116aa622007-08-15 14:28:22 +0000959
Zac Hatfield-Doddsd7c7add2020-01-12 19:04:14 +1000960 .. impl-detail::
961
962 ``len`` raises :exc:`OverflowError` on lengths larger than
963 :data:`sys.maxsize`, such as :class:`range(2 ** 100) <range>`.
964
Georg Brandl116aa622007-08-15 14:28:22 +0000965
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000966.. _func-list:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200967.. class:: list([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000968 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +0000969
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000970 Rather than being a function, :class:`list` is actually a mutable
Chris Jerdonek006d9072012-10-12 20:28:26 -0700971 sequence type, as documented in :ref:`typesseq-list` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +0000972
Georg Brandl036490d2009-05-17 13:00:36 +0000973
Georg Brandl116aa622007-08-15 14:28:22 +0000974.. function:: locals()
975
976 Update and return a dictionary representing the current local symbol table.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000977 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 +0530978 blocks, but not in class blocks. Note that at the module level, :func:`locals`
979 and :func:`globals` are the same dictionary.
Georg Brandl116aa622007-08-15 14:28:22 +0000980
Georg Brandle720c0a2009-04-27 16:20:50 +0000981 .. note::
Georg Brandl036490d2009-05-17 13:00:36 +0000982 The contents of this dictionary should not be modified; changes may not
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000983 affect the values of local and free variables used by the interpreter.
Georg Brandl116aa622007-08-15 14:28:22 +0000984
985.. function:: map(function, iterable, ...)
986
Georg Brandl952aea22007-09-04 17:50:40 +0000987 Return an iterator that applies *function* to every item of *iterable*,
988 yielding the results. If additional *iterable* arguments are passed,
989 *function* must take that many arguments and is applied to the items from all
Georg Brandlde2b00e2008-05-05 21:04:12 +0000990 iterables in parallel. With multiple iterables, the iterator stops when the
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000991 shortest iterable is exhausted. For cases where the function inputs are
992 already arranged into argument tuples, see :func:`itertools.starmap`\.
Georg Brandlde2b00e2008-05-05 21:04:12 +0000993
Georg Brandl116aa622007-08-15 14:28:22 +0000994
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700995.. function:: max(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300996 max(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000997
Ezio Melottie0add762012-09-14 06:32:35 +0300998 Return the largest item in an iterable or the largest of two or more
999 arguments.
1000
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001001 If one positional argument is provided, it should be an :term:`iterable`.
1002 The largest item in the iterable is returned. If two or more positional
Raymond Hettingerb30b34c2014-04-03 08:01:22 -07001003 arguments are provided, the largest of the positional arguments is
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001004 returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001005
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001006 There are two optional keyword-only arguments. The *key* argument specifies
1007 a one-argument ordering function like that used for :meth:`list.sort`. The
1008 *default* argument specifies an object to return if the provided iterable is
1009 empty. If the iterable is empty and *default* is not provided, a
1010 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001011
Georg Brandl682d7e02010-10-06 10:26:05 +00001012 If multiple items are maximal, the function returns the first one
1013 encountered. This is consistent with other sort-stability preserving tools
1014 such as ``sorted(iterable, key=keyfunc, reverse=True)[0]`` and
Raymond Hettinger476a31e2010-09-14 23:13:42 +00001015 ``heapq.nlargest(1, iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +00001016
Larry Hastings3732ed22014-03-15 21:13:56 -07001017 .. versionadded:: 3.4
1018 The *default* keyword-only argument.
1019
Alexander Marshalove22072f2018-07-24 10:58:21 +07001020 .. versionchanged:: 3.8
1021 The *key* can be ``None``.
1022
Éric Araujo9edd9f02011-09-01 23:08:55 +02001023
1024.. _func-memoryview:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001025.. class:: memoryview(obj)
Benjamin Peterson6dfcb022008-09-10 21:02:02 +00001026 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +00001027
Benjamin Peterson1b25b922008-09-09 22:15:27 +00001028 Return a "memory view" object created from the given argument. See
1029 :ref:`typememoryview` for more information.
Georg Brandl85eb8c12007-08-31 16:33:38 +00001030
1031
Raymond Hettingerf4284e42014-04-02 00:58:47 -07001032.. function:: min(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +03001033 min(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +00001034
Ezio Melottie0add762012-09-14 06:32:35 +03001035 Return the smallest item in an iterable or the smallest of two or more
1036 arguments.
1037
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001038 If one positional argument is provided, it should be an :term:`iterable`.
1039 The smallest item in the iterable is returned. If two or more positional
1040 arguments are provided, the smallest of the positional arguments is
1041 returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001042
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001043 There are two optional keyword-only arguments. The *key* argument specifies
1044 a one-argument ordering function like that used for :meth:`list.sort`. The
1045 *default* argument specifies an object to return if the provided iterable is
1046 empty. If the iterable is empty and *default* is not provided, a
1047 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001048
Georg Brandl682d7e02010-10-06 10:26:05 +00001049 If multiple items are minimal, the function returns the first one
1050 encountered. This is consistent with other sort-stability preserving tools
1051 such as ``sorted(iterable, key=keyfunc)[0]`` and ``heapq.nsmallest(1,
1052 iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +00001053
Larry Hastings3732ed22014-03-15 21:13:56 -07001054 .. versionadded:: 3.4
1055 The *default* keyword-only argument.
1056
Alexander Marshalove22072f2018-07-24 10:58:21 +07001057 .. versionchanged:: 3.8
1058 The *key* can be ``None``.
1059
Georg Brandldf48b972014-03-24 09:06:18 +01001060
Georg Brandl116aa622007-08-15 14:28:22 +00001061.. function:: next(iterator[, default])
1062
Ezio Melotti7fa82222012-10-12 13:42:08 +03001063 Retrieve the next item from the *iterator* by calling its
1064 :meth:`~iterator.__next__` method. If *default* is given, it is returned
1065 if the iterator is exhausted, otherwise :exc:`StopIteration` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001066
1067
Georg Brandleb7e8f62014-10-06 13:54:36 +02001068.. class:: object()
Georg Brandl116aa622007-08-15 14:28:22 +00001069
Georg Brandl85eb8c12007-08-31 16:33:38 +00001070 Return a new featureless object. :class:`object` is a base for all classes.
Georg Brandl55ac8f02007-09-01 13:51:09 +00001071 It has the methods that are common to all instances of Python classes. This
1072 function does not accept any arguments.
Georg Brandl85eb8c12007-08-31 16:33:38 +00001073
1074 .. note::
1075
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001076 :class:`object` does *not* have a :attr:`~object.__dict__`, so you can't
1077 assign arbitrary attributes to an instance of the :class:`object` class.
Georg Brandl116aa622007-08-15 14:28:22 +00001078
Georg Brandl116aa622007-08-15 14:28:22 +00001079
1080.. function:: oct(x)
1081
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001082 Convert an integer number to an octal string prefixed with "0o". The result
1083 is a valid Python expression. If *x* is not a Python :class:`int` object, it
1084 has to define an :meth:`__index__` method that returns an integer. For
1085 example:
Georg Brandl116aa622007-08-15 14:28:22 +00001086
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001087 >>> oct(8)
1088 '0o10'
1089 >>> oct(-56)
1090 '-0o70'
1091
1092 If you want to convert an integer number to octal string either with prefix
1093 "0o" or not, you can use either of the following ways.
1094
1095 >>> '%#o' % 10, '%o' % 10
1096 ('0o12', '12')
1097 >>> format(10, '#o'), format(10, 'o')
1098 ('0o12', '12')
1099 >>> f'{10:#o}', f'{10:o}'
1100 ('0o12', '12')
1101
1102 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001103
R David Murray9f0c9402012-08-17 20:33:54 -04001104 .. index::
1105 single: file object; open() built-in function
1106
Ross Lagerwall59142db2011-10-31 20:34:46 +02001107.. function:: open(file, mode='r', buffering=-1, encoding=None, errors=None, newline=None, closefd=True, opener=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001108
R David Murray9f0c9402012-08-17 20:33:54 -04001109 Open *file* and return a corresponding :term:`file object`. If the file
Benjamin Kane705f1452020-08-07 19:57:03 -07001110 cannot be opened, an :exc:`OSError` is raised. See
1111 :ref:`tut-files` for more examples of how to use this function.
Georg Brandl48310cd2009-01-03 21:18:54 +00001112
Brett Cannon6fa7aad2016-09-06 15:55:02 -07001113 *file* is a :term:`path-like object` giving the pathname (absolute or
1114 relative to the current working directory) of the file to be opened or an
1115 integer file descriptor of the file to be wrapped. (If a file descriptor is
1116 given, it is closed when the returned I/O object is closed, unless *closefd*
1117 is set to ``False``.)
Georg Brandl116aa622007-08-15 14:28:22 +00001118
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001119 *mode* is an optional string that specifies the mode in which the file is
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001120 opened. It defaults to ``'r'`` which means open for reading in text mode.
1121 Other common values are ``'w'`` for writing (truncating the file if it
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001122 already exists), ``'x'`` for exclusive creation and ``'a'`` for appending
1123 (which on *some* Unix systems, means that *all* writes append to the end of
1124 the file regardless of the current seek position). In text mode, if
Victor Stinnerf86a5e82012-06-05 13:43:22 +02001125 *encoding* is not specified the encoding used is platform dependent:
1126 ``locale.getpreferredencoding(False)`` is called to get the current locale
1127 encoding. (For reading and writing raw bytes use binary mode and leave
1128 *encoding* unspecified.) The available modes are:
Georg Brandl116aa622007-08-15 14:28:22 +00001129
Andrés Delfinoa8ddf852018-06-25 03:06:10 -03001130 .. _filemodes:
1131
1132 .. index::
1133 pair: file; modes
1134
Benjamin Petersondd219122008-04-11 21:17:32 +00001135 ========= ===============================================================
1136 Character Meaning
Georg Brandl44ea77b2013-03-28 13:28:44 +01001137 ========= ===============================================================
Benjamin Petersondd219122008-04-11 21:17:32 +00001138 ``'r'`` open for reading (default)
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001139 ``'w'`` open for writing, truncating the file first
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001140 ``'x'`` open for exclusive creation, failing if the file already exists
Benjamin Petersondd219122008-04-11 21:17:32 +00001141 ``'a'`` open for writing, appending to the end of the file if it exists
Georg Brandl7b6ca4a2009-04-27 06:13:55 +00001142 ``'b'`` binary mode
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001143 ``'t'`` text mode (default)
Andre Delfinoc1d8c1c2019-09-10 10:04:22 -03001144 ``'+'`` open for updating (reading and writing)
Benjamin Petersondd219122008-04-11 21:17:32 +00001145 ========= ===============================================================
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001146
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001147 The default mode is ``'r'`` (open for reading text, synonym of ``'rt'``).
Andre Delfino05184512019-09-10 11:48:05 -03001148 Modes ``'w+'`` and ``'w+b'`` open and truncate the file. Modes ``'r+'``
1149 and ``'r+b'`` open the file with no truncation.
Skip Montanaro1c639602007-09-23 19:49:54 +00001150
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001151 As mentioned in the :ref:`io-overview`, Python distinguishes between binary
1152 and text I/O. Files opened in binary mode (including ``'b'`` in the *mode*
1153 argument) return contents as :class:`bytes` objects without any decoding. In
1154 text mode (the default, or when ``'t'`` is included in the *mode* argument),
1155 the contents of the file are returned as :class:`str`, the bytes having been
1156 first decoded using a platform-dependent encoding or using the specified
1157 *encoding* if given.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001158
Victor Stinner942f7a22020-03-04 18:50:22 +01001159 There is an additional mode character permitted, ``'U'``, which no longer
1160 has any effect, and is considered deprecated. It previously enabled
1161 :term:`universal newlines` in text mode, which became the default behaviour
1162 in Python 3.0. Refer to the documentation of the
1163 :ref:`newline <open-newline-parameter>` parameter for further details.
1164
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001165 .. note::
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001166
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001167 Python doesn't depend on the underlying operating system's notion of text
Ezio Melottie130a522011-10-19 10:58:56 +03001168 files; all the processing is done by Python itself, and is therefore
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001169 platform-independent.
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001170
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001171 *buffering* is an optional integer used to set the buffering policy. Pass 0
1172 to switch buffering off (only allowed in binary mode), 1 to select line
1173 buffering (only usable in text mode), and an integer > 1 to indicate the size
Terry Jan Reedydff04f42013-03-16 15:56:27 -04001174 in bytes of a fixed-size chunk buffer. When no *buffering* argument is
1175 given, the default buffering policy works as follows:
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001176
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001177 * Binary files are buffered in fixed-size chunks; the size of the buffer is
1178 chosen using a heuristic trying to determine the underlying device's "block
1179 size" and falling back on :attr:`io.DEFAULT_BUFFER_SIZE`. On many systems,
1180 the buffer will typically be 4096 or 8192 bytes long.
1181
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001182 * "Interactive" text files (files for which :meth:`~io.IOBase.isatty`
Serhiy Storchakafbc1c262013-11-29 12:17:13 +02001183 returns ``True``) use line buffering. Other text files use the policy
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001184 described above for binary files.
Georg Brandl48310cd2009-01-03 21:18:54 +00001185
Benjamin Petersondd219122008-04-11 21:17:32 +00001186 *encoding* is the name of the encoding used to decode or encode the file.
1187 This should only be used in text mode. The default encoding is platform
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001188 dependent (whatever :func:`locale.getpreferredencoding` returns), but any
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001189 :term:`text encoding` supported by Python
1190 can be used. See the :mod:`codecs` module for
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001191 the list of supported encodings.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001192
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001193 *errors* is an optional string that specifies how encoding and decoding
Martin Panter357ed2e2016-11-21 00:15:20 +00001194 errors are to be handled—this cannot be used in binary mode.
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001195 A variety of standard error handlers are available
1196 (listed under :ref:`error-handlers`), though any
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001197 error handling name that has been registered with
1198 :func:`codecs.register_error` is also valid. The standard names
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001199 include:
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001200
1201 * ``'strict'`` to raise a :exc:`ValueError` exception if there is
1202 an encoding error. The default value of ``None`` has the same
1203 effect.
1204
1205 * ``'ignore'`` ignores errors. Note that ignoring encoding errors
1206 can lead to data loss.
1207
1208 * ``'replace'`` causes a replacement marker (such as ``'?'``) to be inserted
1209 where there is malformed data.
1210
1211 * ``'surrogateescape'`` will represent any incorrect bytes as code
1212 points in the Unicode Private Use Area ranging from U+DC80 to
1213 U+DCFF. These private code points will then be turned back into
1214 the same bytes when the ``surrogateescape`` error handler is used
1215 when writing data. This is useful for processing files in an
1216 unknown encoding.
1217
1218 * ``'xmlcharrefreplace'`` is only supported when writing to a file.
1219 Characters not supported by the encoding are replaced with the
1220 appropriate XML character reference ``&#nnn;``.
1221
Serhiy Storchaka07985ef2015-01-25 22:56:57 +02001222 * ``'backslashreplace'`` replaces malformed data by Python's backslashed
1223 escape sequences.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001224
Serhiy Storchaka166ebc42014-11-25 13:57:17 +02001225 * ``'namereplace'`` (also only supported when writing)
1226 replaces unsupported characters with ``\N{...}`` escape sequences.
1227
R David Murray1b00f252012-08-15 10:43:58 -04001228 .. index::
1229 single: universal newlines; open() built-in function
1230
Nick Coghlan3171df32019-01-28 02:21:11 +10001231 .. _open-newline-parameter:
1232
R David Murray1b00f252012-08-15 10:43:58 -04001233 *newline* controls how :term:`universal newlines` mode works (it only
R David Murrayee0a9452012-08-15 11:05:36 -04001234 applies to text mode). It can be ``None``, ``''``, ``'\n'``, ``'\r'``, and
1235 ``'\r\n'``. It works as follows:
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001236
Georg Brandl296d1be2012-08-14 09:39:07 +02001237 * When reading input from the stream, if *newline* is ``None``, universal
1238 newlines mode is enabled. Lines in the input can end in ``'\n'``,
1239 ``'\r'``, or ``'\r\n'``, and these are translated into ``'\n'`` before
R David Murray1b00f252012-08-15 10:43:58 -04001240 being returned to the caller. If it is ``''``, universal newlines mode is
Georg Brandl296d1be2012-08-14 09:39:07 +02001241 enabled, but line endings are returned to the caller untranslated. If it
1242 has any of the other legal values, input lines are only terminated by the
1243 given string, and the line ending is returned to the caller untranslated.
Benjamin Petersondd219122008-04-11 21:17:32 +00001244
Georg Brandl296d1be2012-08-14 09:39:07 +02001245 * When writing output to the stream, if *newline* is ``None``, any ``'\n'``
1246 characters written are translated to the system default line separator,
1247 :data:`os.linesep`. If *newline* is ``''`` or ``'\n'``, no translation
1248 takes place. If *newline* is any of the other legal values, any ``'\n'``
1249 characters written are translated to the given string.
Benjamin Petersondd219122008-04-11 21:17:32 +00001250
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001251 If *closefd* is ``False`` and a file descriptor rather than a filename was
1252 given, the underlying file descriptor will be kept open when the file is
Robert Collins933430a2014-10-18 13:32:43 +13001253 closed. If a filename is given *closefd* must be ``True`` (the default)
1254 otherwise an error will be raised.
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001255
Ross Lagerwall59142db2011-10-31 20:34:46 +02001256 A custom opener can be used by passing a callable as *opener*. The underlying
1257 file descriptor for the file object is then obtained by calling *opener* with
1258 (*file*, *flags*). *opener* must return an open file descriptor (passing
1259 :mod:`os.open` as *opener* results in functionality similar to passing
1260 ``None``).
1261
Victor Stinnerdaf45552013-08-28 00:53:59 +02001262 The newly created file is :ref:`non-inheritable <fd_inheritance>`.
1263
Éric Araujo5bd92702012-11-22 00:13:49 -05001264 The following example uses the :ref:`dir_fd <dir_fd>` parameter of the
Éric Araujo8f423c92012-11-03 17:06:52 -04001265 :func:`os.open` function to open a file relative to a given directory::
1266
1267 >>> import os
Éric Araujo5bd92702012-11-22 00:13:49 -05001268 >>> dir_fd = os.open('somedir', os.O_RDONLY)
1269 >>> def opener(path, flags):
1270 ... return os.open(path, flags, dir_fd=dir_fd)
Éric Araujo8f423c92012-11-03 17:06:52 -04001271 ...
Éric Araujo8f423c92012-11-03 17:06:52 -04001272 >>> with open('spamspam.txt', 'w', opener=opener) as f:
1273 ... print('This will be written to somedir/spamspam.txt', file=f)
1274 ...
Éric Araujo309b0432012-11-03 17:39:45 -04001275 >>> os.close(dir_fd) # don't leak a file descriptor
Éric Araujo8f423c92012-11-03 17:06:52 -04001276
R David Murray9f0c9402012-08-17 20:33:54 -04001277 The type of :term:`file object` returned by the :func:`open` function
R David Murray433ef3b2012-08-17 20:39:21 -04001278 depends on the mode. When :func:`open` is used to open a file in a text
1279 mode (``'w'``, ``'r'``, ``'wt'``, ``'rt'``, etc.), it returns a subclass of
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001280 :class:`io.TextIOBase` (specifically :class:`io.TextIOWrapper`). When used
1281 to open a file in a binary mode with buffering, the returned class is a
1282 subclass of :class:`io.BufferedIOBase`. The exact class varies: in read
Martin Panter7462b6492015-11-02 03:37:02 +00001283 binary mode, it returns an :class:`io.BufferedReader`; in write binary and
1284 append binary modes, it returns an :class:`io.BufferedWriter`, and in
1285 read/write mode, it returns an :class:`io.BufferedRandom`. When buffering is
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001286 disabled, the raw stream, a subclass of :class:`io.RawIOBase`,
1287 :class:`io.FileIO`, is returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001288
1289 .. index::
1290 single: line-buffered I/O
1291 single: unbuffered I/O
1292 single: buffer size, I/O
1293 single: I/O control; buffering
Skip Montanaro4d8c1932007-09-23 21:13:45 +00001294 single: binary mode
1295 single: text mode
1296 module: sys
Georg Brandl116aa622007-08-15 14:28:22 +00001297
Benjamin Petersondd219122008-04-11 21:17:32 +00001298 See also the file handling modules, such as, :mod:`fileinput`, :mod:`io`
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001299 (where :func:`open` is declared), :mod:`os`, :mod:`os.path`, :mod:`tempfile`,
1300 and :mod:`shutil`.
Georg Brandl116aa622007-08-15 14:28:22 +00001301
Steve Dower44f91c32019-06-27 10:47:59 -07001302 .. audit-event:: open file,mode,flags open
Steve Dowerb82e17e2019-05-23 08:45:22 -07001303
1304 The ``mode`` and ``flags`` arguments may have been modified or inferred from
1305 the original call.
1306
Steve Dower39294992016-08-30 21:22:36 -07001307 .. versionchanged::
1308 3.3
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001309
Steve Dower39294992016-08-30 21:22:36 -07001310 * The *opener* parameter was added.
1311 * The ``'x'`` mode was added.
1312 * :exc:`IOError` used to be raised, it is now an alias of :exc:`OSError`.
1313 * :exc:`FileExistsError` is now raised if the file opened in exclusive
NAKAMURA Osamu29540cd2017-03-25 11:55:08 +09001314 creation mode (``'x'``) already exists.
Steve Dower39294992016-08-30 21:22:36 -07001315
1316 .. versionchanged::
1317 3.4
1318
1319 * The file is now non-inheritable.
Victor Stinnerdaf45552013-08-28 00:53:59 +02001320
Victor Stinner942f7a22020-03-04 18:50:22 +01001321 .. deprecated-removed:: 3.4 3.10
1322
1323 The ``'U'`` mode.
1324
Steve Dower39294992016-08-30 21:22:36 -07001325 .. versionchanged::
1326 3.5
Victor Stinnera766ddf2015-03-26 23:50:57 +01001327
Steve Dower39294992016-08-30 21:22:36 -07001328 * If the system call is interrupted and the signal handler does not raise an
1329 exception, the function now retries the system call instead of raising an
1330 :exc:`InterruptedError` exception (see :pep:`475` for the rationale).
1331 * The ``'namereplace'`` error handler was added.
Georg Brandlf6945182008-02-01 11:56:49 +00001332
Steve Dower39294992016-08-30 21:22:36 -07001333 .. versionchanged::
1334 3.6
1335
1336 * Support added to accept objects implementing :class:`os.PathLike`.
1337 * On Windows, opening a console buffer may return a subclass of
1338 :class:`io.RawIOBase` other than :class:`io.FileIO`.
Brett Cannonb08388d2016-06-09 15:58:06 -07001339
Georg Brandl116aa622007-08-15 14:28:22 +00001340.. function:: ord(c)
1341
Ezio Melottic99c8582011-10-25 09:32:34 +03001342 Given a string representing one Unicode character, return an integer
Nick Coghlaneed67192014-08-17 14:07:53 +10001343 representing the Unicode code point of that character. For example,
Terry Jan Reedy063d48d2016-03-20 21:18:40 -04001344 ``ord('a')`` returns the integer ``97`` and ``ord('€')`` (Euro sign)
1345 returns ``8364``. This is the inverse of :func:`chr`.
Georg Brandlf6945182008-02-01 11:56:49 +00001346
Georg Brandl116aa622007-08-15 14:28:22 +00001347
Ammar Askar87d6cd32019-09-21 00:28:49 -04001348.. function:: pow(base, exp[, mod])
Georg Brandl116aa622007-08-15 14:28:22 +00001349
Ammar Askar87d6cd32019-09-21 00:28:49 -04001350 Return *base* to the power *exp*; if *mod* is present, return *base* to the
1351 power *exp*, modulo *mod* (computed more efficiently than
1352 ``pow(base, exp) % mod``). The two-argument form ``pow(base, exp)`` is
1353 equivalent to using the power operator: ``base**exp``.
Georg Brandl116aa622007-08-15 14:28:22 +00001354
Georg Brandle06de8b2008-05-05 21:42:51 +00001355 The arguments must have numeric types. With mixed operand types, the
1356 coercion rules for binary arithmetic operators apply. For :class:`int`
1357 operands, the result has the same type as the operands (after coercion)
1358 unless the second argument is negative; in that case, all arguments are
1359 converted to float and a float result is delivered. For example, ``10**2``
Mark Dickinsonc5299672019-06-02 10:24:06 +01001360 returns ``100``, but ``10**-2`` returns ``0.01``.
1361
Ammar Askar87d6cd32019-09-21 00:28:49 -04001362 For :class:`int` operands *base* and *exp*, if *mod* is present, *mod* must
1363 also be of integer type and *mod* must be nonzero. If *mod* is present and
1364 *exp* is negative, *base* must be relatively prime to *mod*. In that case,
1365 ``pow(inv_base, -exp, mod)`` is returned, where *inv_base* is an inverse to
1366 *base* modulo *mod*.
Mark Dickinsonc5299672019-06-02 10:24:06 +01001367
1368 Here's an example of computing an inverse for ``38`` modulo ``97``::
1369
Ammar Askar87d6cd32019-09-21 00:28:49 -04001370 >>> pow(38, -1, mod=97)
Mark Dickinsonc5299672019-06-02 10:24:06 +01001371 23
1372 >>> 23 * 38 % 97 == 1
1373 True
1374
1375 .. versionchanged:: 3.8
1376 For :class:`int` operands, the three-argument form of ``pow`` now allows
1377 the second argument to be negative, permitting computation of modular
1378 inverses.
Georg Brandl116aa622007-08-15 14:28:22 +00001379
Mark Dickinsonc691f202020-03-19 18:12:59 +00001380 .. versionchanged:: 3.8
Ammar Askar87d6cd32019-09-21 00:28:49 -04001381 Allow keyword arguments. Formerly, only positional arguments were
1382 supported.
1383
Georg Brandl116aa622007-08-15 14:28:22 +00001384
Julien Palard5c1f15b2021-01-25 15:46:06 +01001385.. function:: print(*objects, sep=' ', end='\\n', file=sys.stdout, flush=False)
Georg Brandlf6945182008-02-01 11:56:49 +00001386
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001387 Print *objects* to the text stream *file*, separated by *sep* and followed
Berker Peksag61b9ac92017-04-13 15:48:18 +03001388 by *end*. *sep*, *end*, *file* and *flush*, if present, must be given as keyword
Georg Brandlf6945182008-02-01 11:56:49 +00001389 arguments.
1390
1391 All non-keyword arguments are converted to strings like :func:`str` does and
1392 written to the stream, separated by *sep* and followed by *end*. Both *sep*
1393 and *end* must be strings; they can also be ``None``, which means to use the
Ezio Melottie0add762012-09-14 06:32:35 +03001394 default values. If no *objects* are given, :func:`print` will just write
Georg Brandlf6945182008-02-01 11:56:49 +00001395 *end*.
1396
1397 The *file* argument must be an object with a ``write(string)`` method; if it
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001398 is not present or ``None``, :data:`sys.stdout` will be used. Since printed
1399 arguments are converted to text strings, :func:`print` cannot be used with
1400 binary mode file objects. For these, use ``file.write(...)`` instead.
1401
1402 Whether output is buffered is usually determined by *file*, but if the
1403 *flush* keyword argument is true, the stream is forcibly flushed.
Georg Brandlbc3b6822012-01-13 19:41:25 +01001404
1405 .. versionchanged:: 3.3
1406 Added the *flush* keyword argument.
Georg Brandlf6945182008-02-01 11:56:49 +00001407
1408
Georg Brandleb7e8f62014-10-06 13:54:36 +02001409.. class:: property(fget=None, fset=None, fdel=None, doc=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001410
Georg Brandl85eb8c12007-08-31 16:33:38 +00001411 Return a property attribute.
Georg Brandl116aa622007-08-15 14:28:22 +00001412
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001413 *fget* is a function for getting an attribute value. *fset* is a function
1414 for setting an attribute value. *fdel* is a function for deleting an attribute
1415 value. And *doc* creates a docstring for the attribute.
1416
1417 A typical use is to define a managed attribute ``x``::
Georg Brandl116aa622007-08-15 14:28:22 +00001418
Éric Araujo28053fb2010-11-22 03:09:19 +00001419 class C:
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001420 def __init__(self):
1421 self._x = None
1422
1423 def getx(self):
1424 return self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001425
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001426 def setx(self, value):
1427 self._x = value
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001428
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001429 def delx(self):
1430 del self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001431
Georg Brandl116aa622007-08-15 14:28:22 +00001432 x = property(getx, setx, delx, "I'm the 'x' property.")
1433
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001434 If *c* is an instance of *C*, ``c.x`` will invoke the getter,
Georg Brandl7528b9b2010-08-02 19:23:34 +00001435 ``c.x = value`` will invoke the setter and ``del c.x`` the deleter.
1436
Georg Brandl116aa622007-08-15 14:28:22 +00001437 If given, *doc* will be the docstring of the property attribute. Otherwise, the
1438 property will copy *fget*'s docstring (if it exists). This makes it possible to
Christian Heimesd8654cf2007-12-02 15:22:16 +00001439 create read-only properties easily using :func:`property` as a :term:`decorator`::
Georg Brandl116aa622007-08-15 14:28:22 +00001440
Éric Araujo28053fb2010-11-22 03:09:19 +00001441 class Parrot:
Georg Brandl116aa622007-08-15 14:28:22 +00001442 def __init__(self):
1443 self._voltage = 100000
1444
1445 @property
1446 def voltage(self):
1447 """Get the current voltage."""
1448 return self._voltage
1449
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001450 The ``@property`` decorator turns the :meth:`voltage` method into a "getter"
1451 for a read-only attribute with the same name, and it sets the docstring for
1452 *voltage* to "Get the current voltage."
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001453
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001454 A property object has :attr:`~property.getter`, :attr:`~property.setter`,
1455 and :attr:`~property.deleter` methods usable as decorators that create a
1456 copy of the property with the corresponding accessor function set to the
1457 decorated function. This is best explained with an example::
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001458
Éric Araujo28053fb2010-11-22 03:09:19 +00001459 class C:
Benjamin Peterson206e3072008-10-19 14:07:49 +00001460 def __init__(self):
1461 self._x = None
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001462
1463 @property
1464 def x(self):
1465 """I'm the 'x' property."""
1466 return self._x
1467
1468 @x.setter
1469 def x(self, value):
1470 self._x = value
1471
1472 @x.deleter
1473 def x(self):
1474 del self._x
1475
1476 This code is exactly equivalent to the first example. Be sure to give the
1477 additional functions the same name as the original property (``x`` in this
1478 case.)
1479
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001480 The returned property object also has the attributes ``fget``, ``fset``, and
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001481 ``fdel`` corresponding to the constructor arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001482
Raymond Hettinger29655df2015-05-15 16:17:05 -07001483 .. versionchanged:: 3.5
1484 The docstrings of property objects are now writeable.
1485
Georg Brandl116aa622007-08-15 14:28:22 +00001486
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001487.. _func-range:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001488.. class:: range(stop)
Ezio Melottie0add762012-09-14 06:32:35 +03001489 range(start, stop[, step])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001490 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001491
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001492 Rather than being a function, :class:`range` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001493 sequence type, as documented in :ref:`typesseq-range` and :ref:`typesseq`.
Benjamin Peterson878ce382011-11-05 15:17:52 -04001494
Georg Brandl116aa622007-08-15 14:28:22 +00001495
1496.. function:: repr(object)
1497
Georg Brandl68ee3a52008-03-25 07:21:32 +00001498 Return a string containing a printable representation of an object. For many
1499 types, this function makes an attempt to return a string that would yield an
1500 object with the same value when passed to :func:`eval`, otherwise the
1501 representation is a string enclosed in angle brackets that contains the name
1502 of the type of the object together with additional information often
1503 including the name and address of the object. A class can control what this
1504 function returns for its instances by defining a :meth:`__repr__` method.
Georg Brandl116aa622007-08-15 14:28:22 +00001505
1506
1507.. function:: reversed(seq)
1508
Christian Heimes7f044312008-01-06 17:05:40 +00001509 Return a reverse :term:`iterator`. *seq* must be an object which has
1510 a :meth:`__reversed__` method or supports the sequence protocol (the
1511 :meth:`__len__` method and the :meth:`__getitem__` method with integer
1512 arguments starting at ``0``).
Georg Brandl116aa622007-08-15 14:28:22 +00001513
Georg Brandl116aa622007-08-15 14:28:22 +00001514
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001515.. function:: round(number[, ndigits])
Georg Brandl116aa622007-08-15 14:28:22 +00001516
csabella85deefc2017-03-29 17:14:06 -04001517 Return *number* rounded to *ndigits* precision after the decimal
1518 point. If *ndigits* is omitted or is ``None``, it returns the
1519 nearest integer to its input.
Georg Brandl809ddaa2008-07-01 20:39:59 +00001520
1521 For the built-in types supporting :func:`round`, values are rounded to the
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001522 closest multiple of 10 to the power minus *ndigits*; if two multiples are
1523 equally close, rounding is done toward the even choice (so, for example,
1524 both ``round(0.5)`` and ``round(-0.5)`` are ``0``, and ``round(1.5)`` is
Gerrit Holl6003db72017-03-27 23:15:20 +01001525 ``2``). Any integer value is valid for *ndigits* (positive, zero, or
Lisa Roach900c48d2018-05-20 11:00:18 -04001526 negative). The return value is an integer if *ndigits* is omitted or
1527 ``None``.
1528 Otherwise the return value has the same type as *number*.
Christian Heimes072c0f12008-01-03 23:01:04 +00001529
Lisa Roach900c48d2018-05-20 11:00:18 -04001530 For a general Python object ``number``, ``round`` delegates to
1531 ``number.__round__``.
csabella85deefc2017-03-29 17:14:06 -04001532
Mark Dickinsonc4fbcdc2010-07-30 13:13:02 +00001533 .. note::
1534
1535 The behavior of :func:`round` for floats can be surprising: for example,
1536 ``round(2.675, 2)`` gives ``2.67`` instead of the expected ``2.68``.
1537 This is not a bug: it's a result of the fact that most decimal fractions
1538 can't be represented exactly as a float. See :ref:`tut-fp-issues` for
1539 more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001540
Éric Araujo9edd9f02011-09-01 23:08:55 +02001541
1542.. _func-set:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001543.. class:: set([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +00001544 :noindex:
1545
Chris Jerdonekdf3abec2012-11-09 18:57:32 -08001546 Return a new :class:`set` object, optionally with elements taken from
1547 *iterable*. ``set`` is a built-in class. See :class:`set` and
1548 :ref:`types-set` for documentation about this class.
1549
1550 For other containers see the built-in :class:`frozenset`, :class:`list`,
1551 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
1552 module.
Georg Brandl116aa622007-08-15 14:28:22 +00001553
Georg Brandl116aa622007-08-15 14:28:22 +00001554
1555.. function:: setattr(object, name, value)
1556
1557 This is the counterpart of :func:`getattr`. The arguments are an object, a
1558 string and an arbitrary value. The string may name an existing attribute or a
1559 new attribute. The function assigns the value to the attribute, provided the
1560 object allows it. For example, ``setattr(x, 'foobar', 123)`` is equivalent to
1561 ``x.foobar = 123``.
1562
Ken Jin2edaf6a2021-02-03 05:06:57 +08001563 .. note::
1564
1565 Since :ref:`private name mangling <private-name-mangling>` happens at
1566 compilation time, one must manually mangle a private attribute's
1567 (attributes with two leading underscores) name in order to set it with
1568 :func:`setattr`.
1569
Georg Brandl116aa622007-08-15 14:28:22 +00001570
Georg Brandleb7e8f62014-10-06 13:54:36 +02001571.. class:: slice(stop)
1572 slice(start, stop[, step])
Georg Brandl116aa622007-08-15 14:28:22 +00001573
Christian Heimesd8654cf2007-12-02 15:22:16 +00001574 Return a :term:`slice` object representing the set of indices specified by
Georg Brandl116aa622007-08-15 14:28:22 +00001575 ``range(start, stop, step)``. The *start* and *step* arguments default to
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001576 ``None``. Slice objects have read-only data attributes :attr:`~slice.start`,
1577 :attr:`~slice.stop` and :attr:`~slice.step` which merely return the argument
1578 values (or their default). They have no other explicit functionality;
Andre Delfinoc8bb2412020-10-01 20:22:14 -03001579 however they are used by NumPy and other third party packages.
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001580 Slice objects are also generated when extended indexing syntax is used. For
1581 example: ``a[start:stop:step]`` or ``a[start:stop, i]``. See
1582 :func:`itertools.islice` for an alternate version that returns an iterator.
Georg Brandl116aa622007-08-15 14:28:22 +00001583
1584
Łukasz Rogalskibe37beb2017-07-14 21:23:39 +02001585.. function:: sorted(iterable, *, key=None, reverse=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001586
1587 Return a new sorted list from the items in *iterable*.
1588
Raymond Hettinger51b9c242008-02-14 13:52:24 +00001589 Has two optional arguments which must be specified as keyword arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001590
Georg Brandl116aa622007-08-15 14:28:22 +00001591 *key* specifies a function of one argument that is used to extract a comparison
Wolfgang Maier6bdb6f72018-10-15 21:06:53 +02001592 key from each element in *iterable* (for example, ``key=str.lower``). The
1593 default value is ``None`` (compare the elements directly).
Georg Brandl116aa622007-08-15 14:28:22 +00001594
1595 *reverse* is a boolean value. If set to ``True``, then the list elements are
1596 sorted as if each comparison were reversed.
1597
Benjamin Peterson7ac98ae2010-08-17 17:52:02 +00001598 Use :func:`functools.cmp_to_key` to convert an old-style *cmp* function to a
1599 *key* function.
Georg Brandl116aa622007-08-15 14:28:22 +00001600
Ezio Melotti9b1e92f2014-10-28 12:57:11 +01001601 The built-in :func:`sorted` function is guaranteed to be stable. A sort is
1602 stable if it guarantees not to change the relative order of elements that
1603 compare equal --- this is helpful for sorting in multiple passes (for
1604 example, sort by department, then by salary grade).
1605
Senthil Kumarand03d1d42016-01-01 23:25:58 -08001606 For sorting examples and a brief sorting tutorial, see :ref:`sortinghowto`.
Raymond Hettinger46fca072010-04-02 00:25:45 +00001607
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001608.. decorator:: staticmethod
Georg Brandl116aa622007-08-15 14:28:22 +00001609
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001610 Transform a method into a static method.
Georg Brandl116aa622007-08-15 14:28:22 +00001611
1612 A static method does not receive an implicit first argument. To declare a static
1613 method, use this idiom::
1614
1615 class C:
1616 @staticmethod
1617 def f(arg1, arg2, ...): ...
1618
Andre Delfino548cb602019-03-25 19:53:43 -03001619 The ``@staticmethod`` form is a function :term:`decorator` -- see
1620 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +00001621
Victor Stinner553ee272021-04-12 00:21:22 +02001622 A static method can be called either on the class (such as ``C.f()``) or on
1623 an instance (such as ``C().f()``). Moreover, they can be called as regular
1624 functions (such as ``f()``).
Georg Brandl116aa622007-08-15 14:28:22 +00001625
Raymond Hettinger90289282011-06-01 16:17:23 -07001626 Static methods in Python are similar to those found in Java or C++. Also see
1627 :func:`classmethod` for a variant that is useful for creating alternate class
1628 constructors.
Georg Brandl116aa622007-08-15 14:28:22 +00001629
Éric Araujo03b95372017-10-12 12:28:55 -04001630 Like all decorators, it is also possible to call ``staticmethod`` as
1631 a regular function and do something with its result. This is needed
1632 in some cases where you need a reference to a function from a class
1633 body and you want to avoid the automatic transformation to instance
cocoatomo2a3260b2018-01-29 17:30:48 +09001634 method. For these cases, use this idiom::
Éric Araujo03b95372017-10-12 12:28:55 -04001635
Victor Stinner553ee272021-04-12 00:21:22 +02001636 def regular_function():
1637 ...
1638
Éric Araujo03b95372017-10-12 12:28:55 -04001639 class C:
Victor Stinner553ee272021-04-12 00:21:22 +02001640 method = staticmethod(regular_function)
Éric Araujo03b95372017-10-12 12:28:55 -04001641
Andre Delfino548cb602019-03-25 19:53:43 -03001642 For more information on static methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +00001643
Victor Stinner507a5742021-04-09 17:51:22 +02001644 .. versionchanged:: 3.10
1645 Static methods now inherit the method attributes (``__module__``,
Victor Stinner553ee272021-04-12 00:21:22 +02001646 ``__name__``, ``__qualname__``, ``__doc__`` and ``__annotations__``),
1647 have a new ``__wrapped__`` attribute, and are now callable as regular
1648 functions.
Victor Stinner507a5742021-04-09 17:51:22 +02001649
Chris Jerdonek5fae0e52012-11-20 17:45:51 -08001650
Éric Araujo03b95372017-10-12 12:28:55 -04001651.. index::
1652 single: string; str() (built-in function)
Georg Brandl116aa622007-08-15 14:28:22 +00001653
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001654.. _func-str:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001655.. class:: str(object='')
1656 str(object=b'', encoding='utf-8', errors='strict')
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001657 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001658
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001659 Return a :class:`str` version of *object*. See :func:`str` for details.
Georg Brandl48310cd2009-01-03 21:18:54 +00001660
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001661 ``str`` is the built-in string :term:`class`. For general information
1662 about strings, see :ref:`textseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001663
1664
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001665.. function:: sum(iterable, /, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +00001666
1667 Sums *start* and the items of an *iterable* from left to right and returns the
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001668 total. The *iterable*'s items are normally numbers, and the start value is not
1669 allowed to be a string.
Georg Brandl116aa622007-08-15 14:28:22 +00001670
Éric Araujo8f9626b2010-11-06 06:30:16 +00001671 For some use cases, there are good alternatives to :func:`sum`.
Raymond Hettingerb3737992010-10-31 21:23:24 +00001672 The preferred, fast way to concatenate a sequence of strings is by calling
1673 ``''.join(sequence)``. To add floating point values with extended precision,
1674 see :func:`math.fsum`\. To concatenate a series of iterables, consider using
1675 :func:`itertools.chain`.
Georg Brandl116aa622007-08-15 14:28:22 +00001676
Raymond Hettinger9dfa0fe2018-09-12 10:54:06 -07001677 .. versionchanged:: 3.8
1678 The *start* parameter can be specified as a keyword argument.
1679
Mark Summerfield1041f742008-02-26 13:27:00 +00001680.. function:: super([type[, object-or-type]])
Georg Brandl116aa622007-08-15 14:28:22 +00001681
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001682 Return a proxy object that delegates method calls to a parent or sibling
1683 class of *type*. This is useful for accessing inherited methods that have
Raymond Hettingercd81f052019-08-29 00:44:02 -07001684 been overridden in a class.
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001685
Raymond Hettingercd81f052019-08-29 00:44:02 -07001686 The *object-or-type* determines the :term:`method resolution order`
1687 to be searched. The search starts from the class right after the
1688 *type*.
1689
1690 For example, if :attr:`~class.__mro__` of *object-or-type* is
1691 ``D -> B -> C -> A -> object`` and the value of *type* is ``B``,
1692 then :func:`super` searches ``C -> A -> object``.
1693
1694 The :attr:`~class.__mro__` attribute of the *object-or-type* lists the method
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001695 resolution search order used by both :func:`getattr` and :func:`super`. The
1696 attribute is dynamic and can change whenever the inheritance hierarchy is
1697 updated.
Benjamin Peterson3e4f0552008-09-02 00:31:15 +00001698
Raymond Hettinger79d04342009-02-25 00:32:51 +00001699 If the second argument is omitted, the super object returned is unbound. If
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001700 the second argument is an object, ``isinstance(obj, type)`` must be true. If
Benjamin Petersond75fcb42009-02-19 04:22:03 +00001701 the second argument is a type, ``issubclass(type2, type)`` must be true (this
1702 is useful for classmethods).
Georg Brandl116aa622007-08-15 14:28:22 +00001703
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001704 There are two typical use cases for *super*. In a class hierarchy with
1705 single inheritance, *super* can be used to refer to parent classes without
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001706 naming them explicitly, thus making the code more maintainable. This use
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001707 closely parallels the use of *super* in other programming languages.
Georg Brandl48310cd2009-01-03 21:18:54 +00001708
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001709 The second use case is to support cooperative multiple inheritance in a
Georg Brandl48310cd2009-01-03 21:18:54 +00001710 dynamic execution environment. This use case is unique to Python and is
1711 not found in statically compiled languages or languages that only support
Raymond Hettingerd1258452009-02-26 00:27:18 +00001712 single inheritance. This makes it possible to implement "diamond diagrams"
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001713 where multiple base classes implement the same method. Good design dictates
1714 that this method have the same calling signature in every case (because the
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001715 order of calls is determined at runtime, because that order adapts
1716 to changes in the class hierarchy, and because that order can include
1717 sibling classes that are unknown prior to runtime).
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001718
1719 For both use cases, a typical superclass call looks like this::
Georg Brandl116aa622007-08-15 14:28:22 +00001720
1721 class C(B):
Mark Summerfield1041f742008-02-26 13:27:00 +00001722 def method(self, arg):
Georg Brandl036490d2009-05-17 13:00:36 +00001723 super().method(arg) # This does the same thing as:
1724 # super(C, self).method(arg)
Georg Brandl116aa622007-08-15 14:28:22 +00001725
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001726 In addition to method lookups, :func:`super` also works for attribute
Géry Ogamd6727912019-11-21 03:10:19 +01001727 lookups. One possible use case for this is calling :term:`descriptors <descriptor>`
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001728 in a parent or sibling class.
1729
Georg Brandl116aa622007-08-15 14:28:22 +00001730 Note that :func:`super` is implemented as part of the binding process for
Mark Summerfield1041f742008-02-26 13:27:00 +00001731 explicit dotted attribute lookups such as ``super().__getitem__(name)``.
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001732 It does so by implementing its own :meth:`__getattribute__` method for searching
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001733 classes in a predictable order that supports cooperative multiple inheritance.
Georg Brandl116aa622007-08-15 14:28:22 +00001734 Accordingly, :func:`super` is undefined for implicit lookups using statements or
Raymond Hettinger518d8da2008-12-06 11:44:00 +00001735 operators such as ``super()[name]``.
1736
Nick Coghlan7fc570a2012-05-20 02:34:13 +10001737 Also note that, aside from the zero argument form, :func:`super` is not
1738 limited to use inside methods. The two argument form specifies the
1739 arguments exactly and makes the appropriate references. The zero
1740 argument form only works inside a class definition, as the compiler fills
1741 in the necessary details to correctly retrieve the class being defined,
1742 as well as accessing the current instance for ordinary methods.
Georg Brandl116aa622007-08-15 14:28:22 +00001743
Raymond Hettinger90289282011-06-01 16:17:23 -07001744 For practical suggestions on how to design cooperative classes using
1745 :func:`super`, see `guide to using super()
Georg Brandl5d941342016-02-26 19:37:12 +01001746 <https://rhettinger.wordpress.com/2011/05/26/super-considered-super/>`_.
Raymond Hettinger90289282011-06-01 16:17:23 -07001747
Georg Brandl116aa622007-08-15 14:28:22 +00001748
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001749.. _func-tuple:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001750.. class:: tuple([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001751 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001752
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001753 Rather than being a function, :class:`tuple` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001754 sequence type, as documented in :ref:`typesseq-tuple` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001755
1756
Georg Brandleb7e8f62014-10-06 13:54:36 +02001757.. class:: type(object)
Erik Soma72fcd142021-03-01 18:21:04 -05001758 type(name, bases, dict, **kwds)
Georg Brandl116aa622007-08-15 14:28:22 +00001759
1760 .. index:: object: type
1761
Ezio Melotti837cd062012-10-24 23:06:25 +03001762 With one argument, return the type of an *object*. The return value is a
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001763 type object and generally the same object as returned by
1764 :attr:`object.__class__ <instance.__class__>`.
Georg Brandl116aa622007-08-15 14:28:22 +00001765
Georg Brandl85eb8c12007-08-31 16:33:38 +00001766 The :func:`isinstance` built-in function is recommended for testing the type
1767 of an object, because it takes subclasses into account.
1768
Georg Brandl116aa622007-08-15 14:28:22 +00001769
Ezio Melotti837cd062012-10-24 23:06:25 +03001770 With three arguments, return a new type object. This is essentially a
Борис Верховский644d5282021-01-22 00:47:23 -05001771 dynamic form of the :keyword:`class` statement. The *name* string is
1772 the class name and becomes the :attr:`~definition.__name__` attribute.
1773 The *bases* tuple contains the base classes and becomes the
1774 :attr:`~class.__bases__` attribute; if empty, :class:`object`, the
1775 ultimate base of all classes, is added. The *dict* dictionary contains
1776 attribute and method definitions for the class body; it may be copied
1777 or wrapped before becoming the :attr:`~object.__dict__` attribute.
1778 The following two statements create identical :class:`type` objects:
Georg Brandl116aa622007-08-15 14:28:22 +00001779
Éric Araujo28053fb2010-11-22 03:09:19 +00001780 >>> class X:
Georg Brandl116aa622007-08-15 14:28:22 +00001781 ... a = 1
Georg Brandl48310cd2009-01-03 21:18:54 +00001782 ...
Борис Верховский644d5282021-01-22 00:47:23 -05001783 >>> X = type('X', (), dict(a=1))
Georg Brandl116aa622007-08-15 14:28:22 +00001784
Chris Jerdonek006d9072012-10-12 20:28:26 -07001785 See also :ref:`bltin-type-objects`.
1786
Erik Soma72fcd142021-03-01 18:21:04 -05001787 Keyword arguments provided to the three argument form are passed to the
1788 appropriate metaclass machinery (usually :meth:`~object.__init_subclass__`)
1789 in the same way that keywords in a class
1790 definition (besides *metaclass*) would.
1791
1792 See also :ref:`class-customization`.
1793
Berker Peksag3f015a62016-08-19 11:04:07 +03001794 .. versionchanged:: 3.6
1795 Subclasses of :class:`type` which don't override ``type.__new__`` may no
1796 longer use the one-argument form to get the type of an object.
Georg Brandl116aa622007-08-15 14:28:22 +00001797
1798.. function:: vars([object])
1799
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001800 Return the :attr:`~object.__dict__` attribute for a module, class, instance,
Martin Panterbae5d812016-06-18 03:57:31 +00001801 or any other object with a :attr:`~object.__dict__` attribute.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +00001802
Martin Panterbae5d812016-06-18 03:57:31 +00001803 Objects such as modules and instances have an updateable :attr:`~object.__dict__`
Raymond Hettingerd7100172013-06-02 10:03:05 -07001804 attribute; however, other objects may have write restrictions on their
Martin Panterbae5d812016-06-18 03:57:31 +00001805 :attr:`~object.__dict__` attributes (for example, classes use a
Berker Peksag37e87e62016-06-24 09:12:01 +03001806 :class:`types.MappingProxyType` to prevent direct dictionary updates).
Georg Brandl116aa622007-08-15 14:28:22 +00001807
Raymond Hettingerd7100172013-06-02 10:03:05 -07001808 Without an argument, :func:`vars` acts like :func:`locals`. Note, the
1809 locals dictionary is only useful for reads since updates to the locals
1810 dictionary are ignored.
1811
Andre Delfino802726a2020-08-21 19:29:34 -03001812 A :exc:`TypeError` exception is raised if an object is specified but
1813 it doesn't have a :attr:`~object.__dict__` attribute (for example, if
1814 its class defines the :attr:`~object.__slots__` attribute).
Georg Brandl116aa622007-08-15 14:28:22 +00001815
Ram Rachum59cf8532020-06-19 23:39:22 +03001816.. function:: zip(*iterables, strict=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001817
Ram Rachum59cf8532020-06-19 23:39:22 +03001818 Iterate over several iterables in parallel, producing tuples with an item
1819 from each one.
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001820
Ram Rachum59cf8532020-06-19 23:39:22 +03001821 Example::
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001822
Ram Rachum59cf8532020-06-19 23:39:22 +03001823 >>> for item in zip([1, 2, 3], ['sugar', 'spice', 'everything nice']):
1824 ... print(item)
1825 ...
1826 (1, 'sugar')
1827 (2, 'spice')
1828 (3, 'everything nice')
Georg Brandl116aa622007-08-15 14:28:22 +00001829
Ram Rachum59cf8532020-06-19 23:39:22 +03001830 More formally: :func:`zip` returns an iterator of tuples, where the *i*-th
1831 tuple contains the *i*-th element from each of the argument iterables.
Christian Heimes1af737c2008-01-23 08:24:23 +00001832
Ram Rachum59cf8532020-06-19 23:39:22 +03001833 Another way to think of :func:`zip` is that it turns rows into columns, and
1834 columns into rows. This is similar to `transposing a matrix
1835 <https://en.wikipedia.org/wiki/Transpose>`_.
Georg Brandl116aa622007-08-15 14:28:22 +00001836
Ram Rachum59cf8532020-06-19 23:39:22 +03001837 :func:`zip` is lazy: The elements won't be processed until the iterable is
1838 iterated on, e.g. by a :keyword:`!for` loop or by wrapping in a
1839 :class:`list`.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001840
Ram Rachum59cf8532020-06-19 23:39:22 +03001841 One thing to consider is that the iterables passed to :func:`zip` could have
1842 different lengths; sometimes by design, and sometimes because of a bug in
1843 the code that prepared these iterables. Python offers three different
1844 approaches to dealing with this issue:
1845
1846 * By default, :func:`zip` stops when the shortest iterable is exhausted.
1847 It will ignore the remaining items in the longer iterables, cutting off
1848 the result to the length of the shortest iterable::
1849
1850 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum']))
1851 [(0, 'fee'), (1, 'fi'), (2, 'fo')]
1852
1853 * :func:`zip` is often used in cases where the iterables are assumed to be
1854 of equal length. In such cases, it's recommended to use the ``strict=True``
1855 option. Its output is the same as regular :func:`zip`::
1856
1857 >>> list(zip(('a', 'b', 'c'), (1, 2, 3), strict=True))
1858 [('a', 1), ('b', 2), ('c', 3)]
1859
1860 Unlike the default behavior, it checks that the lengths of iterables are
1861 identical, raising a :exc:`ValueError` if they aren't:
1862
1863 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum'], strict=True))
1864 Traceback (most recent call last):
1865 ...
1866 ValueError: zip() argument 2 is longer than argument 1
1867
1868 Without the ``strict=True`` argument, any bug that results in iterables of
Ram Rachum77ed29b2020-06-26 00:50:37 +03001869 different lengths will be silenced, possibly manifesting as a hard-to-find
Ram Rachum59cf8532020-06-19 23:39:22 +03001870 bug in another part of the program.
1871
1872 * Shorter iterables can be padded with a constant value to make all the
1873 iterables have the same length. This is done by
1874 :func:`itertools.zip_longest`.
1875
1876 Edge cases: With a single iterable argument, :func:`zip` returns an
1877 iterator of 1-tuples. With no arguments, it returns an empty iterator.
1878
1879 Tips and tricks:
1880
1881 * The left-to-right evaluation order of the iterables is guaranteed. This
1882 makes possible an idiom for clustering a data series into n-length groups
1883 using ``zip(*[iter(s)]*n, strict=True)``. This repeats the *same* iterator
1884 ``n`` times so that each output tuple has the result of ``n`` calls to the
1885 iterator. This has the effect of dividing the input into n-length chunks.
1886
1887 * :func:`zip` in conjunction with the ``*`` operator can be used to unzip a
1888 list::
1889
1890 >>> x = [1, 2, 3]
1891 >>> y = [4, 5, 6]
1892 >>> list(zip(x, y))
1893 [(1, 4), (2, 5), (3, 6)]
1894 >>> x2, y2 = zip(*zip(x, y))
1895 >>> x == list(x2) and y == list(y2)
1896 True
1897
1898 .. versionchanged:: 3.10
1899 Added the ``strict`` argument.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001900
Georg Brandl2ee470f2008-07-16 12:55:28 +00001901
Brett Cannoncb4996a2012-08-06 16:34:44 -04001902.. function:: __import__(name, globals=None, locals=None, fromlist=(), level=0)
Georg Brandl48367812008-12-05 15:55:41 +00001903
1904 .. index::
1905 statement: import
1906 module: imp
1907
1908 .. note::
1909
1910 This is an advanced function that is not needed in everyday Python
Éric Araujoe801aa22011-07-29 17:50:58 +02001911 programming, unlike :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001912
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001913 This function is invoked by the :keyword:`import` statement. It can be
1914 replaced (by importing the :mod:`builtins` module and assigning to
1915 ``builtins.__import__``) in order to change semantics of the
Serhiy Storchaka2b57c432018-12-19 08:09:46 +02001916 :keyword:`!import` statement, but doing so is **strongly** discouraged as it
Brett Cannonf5ebd262013-08-23 10:58:49 -04001917 is usually simpler to use import hooks (see :pep:`302`) to attain the same
1918 goals and does not cause issues with code which assumes the default import
1919 implementation is in use. Direct use of :func:`__import__` is also
1920 discouraged in favor of :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001921
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001922 The function imports the module *name*, potentially using the given *globals*
1923 and *locals* to determine how to interpret the name in a package context.
1924 The *fromlist* gives the names of objects or submodules that should be
1925 imported from the module given by *name*. The standard implementation does
1926 not use its *locals* argument at all, and uses its *globals* only to
1927 determine the package context of the :keyword:`import` statement.
1928
Brett Cannon2b9fd472009-03-15 02:18:41 +00001929 *level* specifies whether to use absolute or relative imports. ``0`` (the
1930 default) means only perform absolute imports. Positive values for
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001931 *level* indicate the number of parent directories to search relative to the
Brett Cannon2a082ad2012-04-14 21:58:33 -04001932 directory of the module calling :func:`__import__` (see :pep:`328` for the
1933 details).
Georg Brandl48367812008-12-05 15:55:41 +00001934
1935 When the *name* variable is of the form ``package.module``, normally, the
1936 top-level package (the name up till the first dot) is returned, *not* the
1937 module named by *name*. However, when a non-empty *fromlist* argument is
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001938 given, the module named by *name* is returned.
Georg Brandl48367812008-12-05 15:55:41 +00001939
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001940 For example, the statement ``import spam`` results in bytecode resembling the
1941 following code::
Georg Brandl48310cd2009-01-03 21:18:54 +00001942
Brett Cannon2b9fd472009-03-15 02:18:41 +00001943 spam = __import__('spam', globals(), locals(), [], 0)
Georg Brandl48367812008-12-05 15:55:41 +00001944
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001945 The statement ``import spam.ham`` results in this call::
Georg Brandl48367812008-12-05 15:55:41 +00001946
Brett Cannon2b9fd472009-03-15 02:18:41 +00001947 spam = __import__('spam.ham', globals(), locals(), [], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001948
1949 Note how :func:`__import__` returns the toplevel module here because this is
1950 the object that is bound to a name by the :keyword:`import` statement.
1951
1952 On the other hand, the statement ``from spam.ham import eggs, sausage as
1953 saus`` results in ::
1954
Brett Cannon2b9fd472009-03-15 02:18:41 +00001955 _temp = __import__('spam.ham', globals(), locals(), ['eggs', 'sausage'], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001956 eggs = _temp.eggs
1957 saus = _temp.sausage
1958
1959 Here, the ``spam.ham`` module is returned from :func:`__import__`. From this
1960 object, the names to import are retrieved and assigned to their respective
1961 names.
1962
1963 If you simply want to import a module (potentially within a package) by name,
Éric Araujoe801aa22011-07-29 17:50:58 +02001964 use :func:`importlib.import_module`.
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001965
Brett Cannon73df3642012-07-30 18:35:17 -04001966 .. versionchanged:: 3.3
Brett Cannon222d4732012-08-05 20:49:53 -04001967 Negative values for *level* are no longer supported (which also changes
1968 the default value to 0).
Brett Cannon73df3642012-07-30 18:35:17 -04001969
idomicfc72ab62020-03-09 07:57:53 -04001970 .. versionchanged:: 3.9
1971 When the command line options :option:`-E` or :option:`-I` are being used,
1972 the environment variable :envvar:`PYTHONCASEOK` is now ignored.
Georg Brandl48367812008-12-05 15:55:41 +00001973
Georg Brandl116aa622007-08-15 14:28:22 +00001974.. rubric:: Footnotes
1975
Georg Brandl47f27a32009-03-31 16:57:13 +00001976.. [#] Note that the parser only accepts the Unix-style end of line convention.
1977 If you are reading the code from a file, make sure to use newline conversion
1978 mode to convert Windows or Mac-style newlines.