blob: 55dd3f03f929c7c56d35f53ee89ab6b2bdc1293b [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|_ |
15| | :func:`all` | | :func:`eval` | | |func-list|_ | | :func:`repr` |
16| | :func:`any` | | :func:`exec` | | :func:`locals` | | :func:`reversed` |
17| | :func:`ascii` | | | | | | :func:`round` |
18| | | | **F** | | **M** | | |
19| | **B** | | :func:`filter` | | :func:`map` | | **S** |
20| | :func:`bin` | | :func:`float` | | :func:`max` | | |func-set|_ |
21| | :func:`bool` | | :func:`format` | | |func-memoryview|_ | | :func:`setattr` |
22| | :func:`breakpoint` | | |func-frozenset|_ | | :func:`min` | | :func:`slice` |
23| | |func-bytearray|_ | | | | | | :func:`sorted` |
24| | |func-bytes|_ | | **G** | | **N** | | :func:`staticmethod` |
25| | | | :func:`getattr` | | :func:`next` | | |func-str|_ |
26| | **C** | | :func:`globals` | | | | :func:`sum` |
27| | :func:`callable` | | | | **O** | | :func:`super` |
28| | :func:`chr` | | **H** | | :func:`object` | | |
29| | :func:`classmethod` | | :func:`hasattr` | | :func:`oct` | | **T** |
30| | :func:`compile` | | :func:`hash` | | :func:`open` | | |func-tuple|_ |
31| | :func:`complex` | | :func:`help` | | :func:`ord` | | :func:`type` |
32| | | | :func:`hex` | | | | |
33| | **D** | | | | **P** | | **V** |
34| | :func:`delattr` | | **I** | | :func:`pow` | | :func:`vars` |
35| | |func-dict|_ | | :func:`id` | | :func:`print` | | |
36| | :func:`dir` | | :func:`input` | | :func:`property` | | **Z** |
37| | :func:`divmod` | | :func:`int` | | | | :func:`zip` |
38| | | | :func:`isinstance` | | | | |
39| | | | :func:`issubclass` | | | | **_** |
40| | | | :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
64.. function:: all(iterable)
65
Serhiy Storchakafbc1c262013-11-29 12:17:13 +020066 Return ``True`` if all elements of the *iterable* are true (or if the iterable
Georg Brandl0192bff2009-04-27 16:49:41 +000067 is empty). Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +000068
69 def all(iterable):
70 for element in iterable:
71 if not element:
72 return False
73 return True
74
Georg Brandl116aa622007-08-15 14:28:22 +000075
76.. function:: any(iterable)
77
Serhiy Storchakafbc1c262013-11-29 12:17:13 +020078 Return ``True`` if any element of the *iterable* is true. If the iterable
79 is empty, return ``False``. Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +000080
81 def any(iterable):
82 for element in iterable:
83 if element:
84 return True
85 return False
86
Georg Brandl116aa622007-08-15 14:28:22 +000087
Georg Brandl559e5d72008-06-11 18:37:52 +000088.. function:: ascii(object)
89
90 As :func:`repr`, return a string containing a printable representation of an
91 object, but escape the non-ASCII characters in the string returned by
92 :func:`repr` using ``\x``, ``\u`` or ``\U`` escapes. This generates a string
93 similar to that returned by :func:`repr` in Python 2.
94
95
Georg Brandl116aa622007-08-15 14:28:22 +000096.. function:: bin(x)
97
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +030098 Convert an integer number to a binary string prefixed with "0b". The result
99 is a valid Python expression. If *x* is not a Python :class:`int` object, it
100 has to define an :meth:`__index__` method that returns an integer. Some
101 examples:
102
103 >>> bin(3)
104 '0b11'
105 >>> bin(-10)
106 '-0b1010'
107
108 If prefix "0b" is desired or not, you can use either of the following ways.
109
110 >>> format(14, '#b'), format(14, 'b')
111 ('0b1110', '1110')
112 >>> f'{14:#b}', f'{14:b}'
113 ('0b1110', '1110')
114
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300115 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +0000116
Georg Brandl116aa622007-08-15 14:28:22 +0000117
Georg Brandleb7e8f62014-10-06 13:54:36 +0200118.. class:: bool([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000119
Georg Brandleb7e8f62014-10-06 13:54:36 +0200120 Return a Boolean value, i.e. one of ``True`` or ``False``. *x* is converted
121 using the standard :ref:`truth testing procedure <truth>`. If *x* is false
122 or omitted, this returns ``False``; otherwise it returns ``True``. The
123 :class:`bool` class is a subclass of :class:`int` (see :ref:`typesnumeric`).
124 It cannot be subclassed further. Its only instances are ``False`` and
Éric Araujo18ddf822011-09-01 23:10:36 +0200125 ``True`` (see :ref:`bltin-boolean-values`).
Georg Brandl116aa622007-08-15 14:28:22 +0000126
127 .. index:: pair: Boolean; type
128
Louis Sautier3fe89da2018-08-27 12:45:26 +0200129 .. versionchanged:: 3.7
130 *x* is now a positional-only parameter.
Georg Brandl116aa622007-08-15 14:28:22 +0000131
Barry Warsaw36c1d1f2017-10-05 12:11:18 -0400132.. function:: breakpoint(*args, **kws)
133
134 This function drops you into the debugger at the call site. Specifically,
135 it calls :func:`sys.breakpointhook`, passing ``args`` and ``kws`` straight
136 through. By default, ``sys.breakpointhook()`` calls
137 :func:`pdb.set_trace()` expecting no arguments. In this case, it is
138 purely a convenience function so you don't have to explicitly import
139 :mod:`pdb` or type as much code to enter the debugger. However,
140 :func:`sys.breakpointhook` can be set to some other function and
141 :func:`breakpoint` will automatically call that, allowing you to drop into
142 the debugger of choice.
143
Steve Dower44f91c32019-06-27 10:47:59 -0700144 .. audit-event:: builtins.breakpoint breakpointhook breakpoint
Steve Dower60419a72019-06-24 08:42:54 -0700145
Barry Warsaw36c1d1f2017-10-05 12:11:18 -0400146 .. versionadded:: 3.7
147
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000148.. _func-bytearray:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200149.. class:: bytearray([source[, encoding[, errors]]])
csabellac6db4812017-04-26 01:47:01 -0400150 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000151
Georg Brandleb7e8f62014-10-06 13:54:36 +0200152 Return a new array of bytes. The :class:`bytearray` class is a mutable
Georg Brandl95414632007-11-22 11:00:28 +0000153 sequence of integers in the range 0 <= x < 256. It has most of the usual
154 methods of mutable sequences, described in :ref:`typesseq-mutable`, as well
Antoine Pitroub85b3af2010-11-20 19:36:05 +0000155 as most methods that the :class:`bytes` type has, see :ref:`bytes-methods`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000156
Georg Brandl036490d2009-05-17 13:00:36 +0000157 The optional *source* parameter can be used to initialize the array in a few
Georg Brandl85eb8c12007-08-31 16:33:38 +0000158 different ways:
159
160 * If it is a *string*, you must also give the *encoding* (and optionally,
Georg Brandlf6945182008-02-01 11:56:49 +0000161 *errors*) parameters; :func:`bytearray` then converts the string to
Guido van Rossum98297ee2007-11-06 21:34:58 +0000162 bytes using :meth:`str.encode`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000163
164 * If it is an *integer*, the array will have that size and will be
165 initialized with null bytes.
166
Antoine0f25c232020-10-26 06:26:34 +0100167 * If it is an object conforming to the :ref:`buffer interface <bufferobjects>`,
168 a read-only buffer of the object will be used to initialize the bytes array.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000169
Guido van Rossum98297ee2007-11-06 21:34:58 +0000170 * If it is an *iterable*, it must be an iterable of integers in the range
171 ``0 <= x < 256``, which are used as the initial contents of the array.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000172
173 Without an argument, an array of size 0 is created.
174
Chris Jerdonek006d9072012-10-12 20:28:26 -0700175 See also :ref:`binaryseq` and :ref:`typebytearray`.
176
Georg Brandl85eb8c12007-08-31 16:33:38 +0000177
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000178.. _func-bytes:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200179.. class:: bytes([source[, encoding[, errors]]])
csabellac6db4812017-04-26 01:47:01 -0400180 :noindex:
Guido van Rossum98297ee2007-11-06 21:34:58 +0000181
182 Return a new "bytes" object, which is an immutable sequence of integers in
183 the range ``0 <= x < 256``. :class:`bytes` is an immutable version of
Georg Brandl95414632007-11-22 11:00:28 +0000184 :class:`bytearray` -- it has the same non-mutating methods and the same
185 indexing and slicing behavior.
Georg Brandl48310cd2009-01-03 21:18:54 +0000186
Georg Brandl476b3552009-04-29 06:37:12 +0000187 Accordingly, constructor arguments are interpreted as for :func:`bytearray`.
Guido van Rossum98297ee2007-11-06 21:34:58 +0000188
189 Bytes objects can also be created with literals, see :ref:`strings`.
190
Chris Jerdonek006d9072012-10-12 20:28:26 -0700191 See also :ref:`binaryseq`, :ref:`typebytes`, and :ref:`bytes-methods`.
192
Guido van Rossum98297ee2007-11-06 21:34:58 +0000193
Antoine Pitroue71362d2010-11-27 22:00:11 +0000194.. function:: callable(object)
195
196 Return :const:`True` if the *object* argument appears callable,
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200197 :const:`False` if not. If this returns ``True``, it is still possible that a
198 call fails, but if it is ``False``, calling *object* will never succeed.
Antoine Pitroue71362d2010-11-27 22:00:11 +0000199 Note that classes are callable (calling a class returns a new instance);
200 instances are callable if their class has a :meth:`__call__` method.
201
202 .. versionadded:: 3.2
203 This function was first removed in Python 3.0 and then brought back
204 in Python 3.2.
205
206
Georg Brandl116aa622007-08-15 14:28:22 +0000207.. function:: chr(i)
208
Georg Brandl3be472b2015-01-14 08:26:30 +0100209 Return the string representing a character whose Unicode code point is the
Nick Coghlaneed67192014-08-17 14:07:53 +1000210 integer *i*. For example, ``chr(97)`` returns the string ``'a'``, while
Terry Jan Reedy01a9a952016-03-23 13:36:52 -0400211 ``chr(8364)`` returns the string ``'€'``. This is the inverse of :func:`ord`.
Nick Coghlaneed67192014-08-17 14:07:53 +1000212
213 The valid range for the argument is from 0 through 1,114,111 (0x10FFFF in
214 base 16). :exc:`ValueError` will be raised if *i* is outside that range.
Alexander Belopolsky5d4dd3e2010-11-18 18:50:13 +0000215
Georg Brandl116aa622007-08-15 14:28:22 +0000216
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +0900217.. decorator:: classmethod
Georg Brandl116aa622007-08-15 14:28:22 +0000218
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +0900219 Transform a method into a class method.
Georg Brandl116aa622007-08-15 14:28:22 +0000220
221 A class method receives the class as implicit first argument, just like an
222 instance method receives the instance. To declare a class method, use this
223 idiom::
224
225 class C:
226 @classmethod
227 def f(cls, arg1, arg2, ...): ...
228
Andre Delfino548cb602019-03-25 19:53:43 -0300229 The ``@classmethod`` form is a function :term:`decorator` -- see
230 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000231
Andre Delfino548cb602019-03-25 19:53:43 -0300232 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 +0000233 as ``C().f()``). The instance is ignored except for its class. If a class
234 method is called for a derived class, the derived class object is passed as the
235 implied first argument.
236
237 Class methods are different than C++ or Java static methods. If you want those,
Berker Peksag805f8f92019-08-25 01:37:25 +0300238 see :func:`staticmethod` in this section.
Andre Delfino548cb602019-03-25 19:53:43 -0300239 For more information on class methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +0000240
Berker Peksag805f8f92019-08-25 01:37:25 +0300241 .. versionchanged:: 3.9
242 Class methods can now wrap other :term:`descriptors <descriptor>` such as
243 :func:`property`.
Georg Brandl116aa622007-08-15 14:28:22 +0000244
Georg Brandl8334fd92010-12-04 10:26:46 +0000245.. function:: compile(source, filename, mode, flags=0, dont_inherit=False, optimize=-1)
Georg Brandl116aa622007-08-15 14:28:22 +0000246
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000247 Compile the *source* into a code or AST object. Code objects can be executed
Benjamin Peterson933142a2013-12-06 20:12:39 -0500248 by :func:`exec` or :func:`eval`. *source* can either be a normal string, a
249 byte string, or an AST object. Refer to the :mod:`ast` module documentation
250 for information on how to work with AST objects.
Georg Brandl116aa622007-08-15 14:28:22 +0000251
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000252 The *filename* argument should give the file from which the code was read;
253 pass some recognizable value if it wasn't read from a file (``'<string>'`` is
254 commonly used).
255
256 The *mode* argument specifies what kind of code must be compiled; it can be
257 ``'exec'`` if *source* consists of a sequence of statements, ``'eval'`` if it
258 consists of a single expression, or ``'single'`` if it consists of a single
259 interactive statement (in the latter case, expression statements that
R. David Murray66011262009-06-25 17:37:57 +0000260 evaluate to something other than ``None`` will be printed).
Georg Brandl116aa622007-08-15 14:28:22 +0000261
Rafael Fontenelleb76a8402020-10-29 17:48:21 -0300262 The optional arguments *flags* and *dont_inherit* control which
Batuhan Taskaya15593892020-10-19 04:14:11 +0300263 :ref:`compiler options <ast-compiler-flags>` should be activated
264 and which :ref:`future features <future>` should be allowed. If neither
265 is present (or both are zero) the code is compiled with the same flags that
266 affect the code that is calling :func:`compile`. If the *flags*
267 argument is given and *dont_inherit* is not (or is zero) then the compiler
268 options and the future statements specified by the *flags* argument are used
269 in addition to those that would be used anyway. If *dont_inherit* is a
270 non-zero integer then the *flags* argument is it -- the flags (future
271 features and compiler options) in the surrounding code are ignored.
Georg Brandl116aa622007-08-15 14:28:22 +0000272
Batuhan Taskaya15593892020-10-19 04:14:11 +0300273 Compiler options and future statements are specified by bits which can be
274 bitwise ORed together to specify multiple options. The bitfield required to
275 specify a given future feature can be found as the
276 :attr:`~__future__._Feature.compiler_flag` attribute on the
277 :class:`~__future__._Feature` instance in the :mod:`__future__` module.
278 :ref:`Compiler flags <ast-compiler-flags>` can be found in :mod:`ast`
279 module, with ``PyCF_`` prefix.
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700280
Georg Brandl8334fd92010-12-04 10:26:46 +0000281 The argument *optimize* specifies the optimization level of the compiler; the
282 default value of ``-1`` selects the optimization level of the interpreter as
283 given by :option:`-O` options. Explicit levels are ``0`` (no optimization;
284 ``__debug__`` is true), ``1`` (asserts are removed, ``__debug__`` is false)
285 or ``2`` (docstrings are removed too).
286
Christian Heimes7f044312008-01-06 17:05:40 +0000287 This function raises :exc:`SyntaxError` if the compiled source is invalid,
Berker Peksag0334c3c2016-02-21 22:00:12 +0200288 and :exc:`ValueError` if the source contains null bytes.
Christian Heimes7f044312008-01-06 17:05:40 +0000289
Georg Brandle4196d32014-10-31 09:41:46 +0100290 If you want to parse Python code into its AST representation, see
291 :func:`ast.parse`.
292
Steve Dower44f91c32019-06-27 10:47:59 -0700293 .. audit-event:: compile source,filename compile
Steve Dowerb82e17e2019-05-23 08:45:22 -0700294
Steve Dower60419a72019-06-24 08:42:54 -0700295 Raises an :ref:`auditing event <auditing>` ``compile`` with arguments
Steve Dowerb82e17e2019-05-23 08:45:22 -0700296 ``source`` and ``filename``. This event may also be raised by implicit
297 compilation.
298
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000299 .. note::
300
Benjamin Peterson20211002009-11-25 18:34:42 +0000301 When compiling a string with multi-line code in ``'single'`` or
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000302 ``'eval'`` mode, input must be terminated by at least one newline
303 character. This is to facilitate detection of incomplete and complete
304 statements in the :mod:`code` module.
305
Brett Cannonf7a6ff62018-03-09 13:13:32 -0800306 .. warning::
307
308 It is possible to crash the Python interpreter with a
309 sufficiently large/complex string when compiling to an AST
310 object due to stack depth limitations in Python's AST compiler.
311
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000312 .. versionchanged:: 3.2
313 Allowed use of Windows and Mac newlines. Also input in ``'exec'`` mode
Georg Brandl8334fd92010-12-04 10:26:46 +0000314 does not have to end in a newline anymore. Added the *optimize* parameter.
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000315
Berker Peksag0334c3c2016-02-21 22:00:12 +0200316 .. versionchanged:: 3.5
317 Previously, :exc:`TypeError` was raised when null bytes were encountered
318 in *source*.
319
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700320 .. versionadded:: 3.8
321 ``ast.PyCF_ALLOW_TOP_LEVEL_AWAIT`` can now be passed in flags to enable
322 support for top-level ``await``, ``async for``, and ``async with``.
323
Georg Brandl116aa622007-08-15 14:28:22 +0000324
Georg Brandleb7e8f62014-10-06 13:54:36 +0200325.. class:: complex([real[, imag]])
Georg Brandl116aa622007-08-15 14:28:22 +0000326
Terry Jan Reedy43cba212015-05-23 16:16:28 -0400327 Return a complex number with the value *real* + *imag*\*1j or convert a string
Georg Brandleb7e8f62014-10-06 13:54:36 +0200328 or number to a complex number. If the first parameter is a string, it will
329 be interpreted as a complex number and the function must be called without a
330 second parameter. The second parameter can never be a string. Each argument
331 may be any numeric type (including complex). If *imag* is omitted, it
332 defaults to zero and the constructor serves as a numeric conversion like
333 :class:`int` and :class:`float`. If both arguments are omitted, returns
334 ``0j``.
Georg Brandl116aa622007-08-15 14:28:22 +0000335
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300336 For a general Python object ``x``, ``complex(x)`` delegates to
337 ``x.__complex__()``. If ``__complex__()`` is not defined then it falls back
338 to :meth:`__float__`. If ``__float__()`` is not defined then it falls back
339 to :meth:`__index__`.
340
Mark Dickinson328dd0d2012-03-10 16:09:35 +0000341 .. note::
342
343 When converting from a string, the string must not contain whitespace
344 around the central ``+`` or ``-`` operator. For example,
345 ``complex('1+2j')`` is fine, but ``complex('1 + 2j')`` raises
346 :exc:`ValueError`.
347
Georg Brandl116aa622007-08-15 14:28:22 +0000348 The complex type is described in :ref:`typesnumeric`.
349
Brett Cannona721aba2016-09-09 14:57:09 -0700350 .. versionchanged:: 3.6
351 Grouping digits with underscores as in code literals is allowed.
352
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300353 .. versionchanged:: 3.8
354 Falls back to :meth:`__index__` if :meth:`__complex__` and
355 :meth:`__float__` are not defined.
356
Georg Brandl116aa622007-08-15 14:28:22 +0000357
358.. function:: delattr(object, name)
359
360 This is a relative of :func:`setattr`. The arguments are an object and a
361 string. The string must be the name of one of the object's attributes. The
362 function deletes the named attribute, provided the object allows it. For
363 example, ``delattr(x, 'foobar')`` is equivalent to ``del x.foobar``.
364
365
Éric Araujo9edd9f02011-09-01 23:08:55 +0200366.. _func-dict:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200367.. class:: dict(**kwarg)
368 dict(mapping, **kwarg)
369 dict(iterable, **kwarg)
Georg Brandl116aa622007-08-15 14:28:22 +0000370 :noindex:
371
Chris Jerdonekf3413172012-10-13 03:22:33 -0700372 Create a new dictionary. The :class:`dict` object is the dictionary class.
Georg Brandleb7e8f62014-10-06 13:54:36 +0200373 See :class:`dict` and :ref:`typesmapping` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000374
Chris Jerdonekf3413172012-10-13 03:22:33 -0700375 For other containers see the built-in :class:`list`, :class:`set`, and
376 :class:`tuple` classes, as well as the :mod:`collections` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000377
378
379.. function:: dir([object])
380
381 Without arguments, return the list of names in the current local scope. With an
382 argument, attempt to return a list of valid attributes for that object.
383
384 If the object has a method named :meth:`__dir__`, this method will be called and
385 must return the list of attributes. This allows objects that implement a custom
386 :func:`__getattr__` or :func:`__getattribute__` function to customize the way
387 :func:`dir` reports their attributes.
388
389 If the object does not provide :meth:`__dir__`, the function tries its best to
Martin Panterbae5d812016-06-18 03:57:31 +0000390 gather information from the object's :attr:`~object.__dict__` attribute, if defined, and
Georg Brandl116aa622007-08-15 14:28:22 +0000391 from its type object. The resulting list is not necessarily complete, and may
392 be inaccurate when the object has a custom :func:`__getattr__`.
393
394 The default :func:`dir` mechanism behaves differently with different types of
395 objects, as it attempts to produce the most relevant, rather than complete,
396 information:
397
398 * If the object is a module object, the list contains the names of the module's
399 attributes.
400
401 * If the object is a type or class object, the list contains the names of its
402 attributes, and recursively of the attributes of its bases.
403
404 * Otherwise, the list contains the object's attributes' names, the names of its
405 class's attributes, and recursively of the attributes of its class's base
406 classes.
407
Christian Heimesfe337bf2008-03-23 21:54:12 +0000408 The resulting list is sorted alphabetically. For example:
409
410 >>> import struct
Marco Buttue65fcde2017-04-27 14:23:34 +0200411 >>> dir() # show the names in the module namespace # doctest: +SKIP
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300412 ['__builtins__', '__name__', 'struct']
413 >>> dir(struct) # show the names in the struct module # doctest: +SKIP
414 ['Struct', '__all__', '__builtins__', '__cached__', '__doc__', '__file__',
415 '__initializing__', '__loader__', '__name__', '__package__',
416 '_clearcache', 'calcsize', 'error', 'pack', 'pack_into',
Christian Heimesfe337bf2008-03-23 21:54:12 +0000417 'unpack', 'unpack_from']
Ezio Melottiaf8838f2013-03-11 09:30:21 +0200418 >>> class Shape:
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300419 ... def __dir__(self):
420 ... return ['area', 'perimeter', 'location']
Raymond Hettinger90289282011-06-01 16:17:23 -0700421 >>> s = Shape()
422 >>> dir(s)
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300423 ['area', 'location', 'perimeter']
Georg Brandl116aa622007-08-15 14:28:22 +0000424
425 .. note::
426
427 Because :func:`dir` is supplied primarily as a convenience for use at an
Georg Brandl036490d2009-05-17 13:00:36 +0000428 interactive prompt, it tries to supply an interesting set of names more
429 than it tries to supply a rigorously or consistently defined set of names,
430 and its detailed behavior may change across releases. For example,
431 metaclass attributes are not in the result list when the argument is a
432 class.
Georg Brandl116aa622007-08-15 14:28:22 +0000433
434
435.. function:: divmod(a, b)
436
437 Take two (non complex) numbers as arguments and return a pair of numbers
Georg Brandl036490d2009-05-17 13:00:36 +0000438 consisting of their quotient and remainder when using integer division. With
439 mixed operand types, the rules for binary arithmetic operators apply. For
440 integers, the result is the same as ``(a // b, a % b)``. For floating point
441 numbers the result is ``(q, a % b)``, where *q* is usually ``math.floor(a /
442 b)`` but may be 1 less than that. In any case ``q * b + a % b`` is very
443 close to *a*, if ``a % b`` is non-zero it has the same sign as *b*, and ``0
444 <= abs(a % b) < abs(b)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000445
Georg Brandl116aa622007-08-15 14:28:22 +0000446
Georg Brandl036490d2009-05-17 13:00:36 +0000447.. function:: enumerate(iterable, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +0000448
Georg Brandld11ae5d2008-05-16 13:27:32 +0000449 Return an enumerate object. *iterable* must be a sequence, an
Ezio Melotti7fa82222012-10-12 13:42:08 +0300450 :term:`iterator`, or some other object which supports iteration.
451 The :meth:`~iterator.__next__` method of the iterator returned by
452 :func:`enumerate` returns a tuple containing a count (from *start* which
453 defaults to 0) and the values obtained from iterating over *iterable*.
Georg Brandl116aa622007-08-15 14:28:22 +0000454
Raymond Hettinger9d3df6d2011-06-25 15:00:14 +0200455 >>> seasons = ['Spring', 'Summer', 'Fall', 'Winter']
456 >>> list(enumerate(seasons))
457 [(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]
458 >>> list(enumerate(seasons, start=1))
459 [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
Raymond Hettinger90289282011-06-01 16:17:23 -0700460
461 Equivalent to::
462
463 def enumerate(sequence, start=0):
464 n = start
465 for elem in sequence:
466 yield n, elem
467 n += 1
Georg Brandl116aa622007-08-15 14:28:22 +0000468
Georg Brandl116aa622007-08-15 14:28:22 +0000469
smokephil7a0023e2019-09-11 12:30:04 +0200470.. function:: eval(expression[, globals[, locals]])
Georg Brandl116aa622007-08-15 14:28:22 +0000471
472 The arguments are a string and optional globals and locals. If provided,
473 *globals* must be a dictionary. If provided, *locals* can be any mapping
474 object.
475
Georg Brandl116aa622007-08-15 14:28:22 +0000476 The *expression* argument is parsed and evaluated as a Python expression
477 (technically speaking, a condition list) using the *globals* and *locals*
Georg Brandl9afde1c2007-11-01 20:32:30 +0000478 dictionaries as global and local namespace. If the *globals* dictionary is
Berker Peksag225b0552018-08-19 13:25:33 +0300479 present and does not contain a value for the key ``__builtins__``, a
480 reference to the dictionary of the built-in module :mod:`builtins` is
Antoinefc3dca32020-12-16 16:45:19 +0100481 inserted under that key before *expression* is parsed. That way you can
482 control what builtins are available to the executed code by inserting your
483 own ``__builtins__`` dictionary into *globals* before passing it to
484 :func:`eval`. If the *locals* dictionary is omitted it defaults to the
485 *globals* dictionary. If both dictionaries are omitted, the expression is
486 executed with the *globals* and *locals* in the environment where
487 :func:`eval` is called. Note, *eval()* does not have access to the
488 :term:`nested scopes <nested scope>` (non-locals) in the enclosing
489 environment.
Raymond Hettinger610a4822019-08-06 17:56:22 -0700490
491 The return value is the result of
Christian Heimesfe337bf2008-03-23 21:54:12 +0000492 the evaluated expression. Syntax errors are reported as exceptions. Example:
Georg Brandl116aa622007-08-15 14:28:22 +0000493
494 >>> x = 1
Georg Brandl6911e3c2007-09-04 07:15:32 +0000495 >>> eval('x+1')
Georg Brandl116aa622007-08-15 14:28:22 +0000496 2
497
Benjamin Peterson3e4f0552008-09-02 00:31:15 +0000498 This function can also be used to execute arbitrary code objects (such as
499 those created by :func:`compile`). In this case pass a code object instead
500 of a string. If the code object has been compiled with ``'exec'`` as the
Georg Brandl1f70cdf2010-03-21 09:04:24 +0000501 *mode* argument, :func:`eval`\'s return value will be ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000502
503 Hints: dynamic execution of statements is supported by the :func:`exec`
504 function. The :func:`globals` and :func:`locals` functions
505 returns the current global and local dictionary, respectively, which may be
506 useful to pass around for use by :func:`eval` or :func:`exec`.
507
Batuhan Taskayae799aa82020-10-04 03:46:44 +0300508 If the given source is a string, then leading and trailing spaces and tabs
509 are stripped.
510
Georg Brandl05bfcc52010-07-11 09:42:10 +0000511 See :func:`ast.literal_eval` for a function that can safely evaluate strings
512 with expressions containing only literals.
513
Steve Dower44f91c32019-06-27 10:47:59 -0700514 .. audit-event:: exec code_object eval
Steve Dowerb82e17e2019-05-23 08:45:22 -0700515
Steve Dower60419a72019-06-24 08:42:54 -0700516 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
517 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700518
Berker Peksag3410af42014-07-04 15:06:45 +0300519.. index:: builtin: exec
Georg Brandl116aa622007-08-15 14:28:22 +0000520
521.. function:: exec(object[, globals[, locals]])
522
Benjamin Petersond3013ff2008-11-11 21:43:42 +0000523 This function supports dynamic execution of Python code. *object* must be
524 either a string or a code object. If it is a string, the string is parsed as
525 a suite of Python statements which is then executed (unless a syntax error
Georg Brandl47f27a32009-03-31 16:57:13 +0000526 occurs). [#]_ If it is a code object, it is simply executed. In all cases,
527 the code that's executed is expected to be valid as file input (see the
528 section "File input" in the Reference Manual). Be aware that the
529 :keyword:`return` and :keyword:`yield` statements may not be used outside of
530 function definitions even within the context of code passed to the
531 :func:`exec` function. The return value is ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000532
533 In all cases, if the optional parts are omitted, the code is executed in the
Anthony Shaw059b9ea2019-06-02 01:51:58 +1000534 current scope. If only *globals* is provided, it must be a dictionary
535 (and not a subclass of dictionary), which
Georg Brandl116aa622007-08-15 14:28:22 +0000536 will be used for both the global and the local variables. If *globals* and
537 *locals* are given, they are used for the global and local variables,
Terry Jan Reedy83efd6c2012-07-08 17:36:14 -0400538 respectively. If provided, *locals* can be any mapping object. Remember
539 that at module level, globals and locals are the same dictionary. If exec
540 gets two separate objects as *globals* and *locals*, the code will be
541 executed as if it were embedded in a class definition.
Georg Brandl116aa622007-08-15 14:28:22 +0000542
543 If the *globals* dictionary does not contain a value for the key
544 ``__builtins__``, a reference to the dictionary of the built-in module
Georg Brandl1a3284e2007-12-02 09:40:06 +0000545 :mod:`builtins` is inserted under that key. That way you can control what
Georg Brandl116aa622007-08-15 14:28:22 +0000546 builtins are available to the executed code by inserting your own
547 ``__builtins__`` dictionary into *globals* before passing it to :func:`exec`.
548
Steve Dower44f91c32019-06-27 10:47:59 -0700549 .. audit-event:: exec code_object exec
Steve Dowerb82e17e2019-05-23 08:45:22 -0700550
Steve Dower60419a72019-06-24 08:42:54 -0700551 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
552 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700553
Georg Brandl116aa622007-08-15 14:28:22 +0000554 .. note::
555
556 The built-in functions :func:`globals` and :func:`locals` return the current
557 global and local dictionary, respectively, which may be useful to pass around
558 for use as the second and third argument to :func:`exec`.
559
Georg Brandle720c0a2009-04-27 16:20:50 +0000560 .. note::
Georg Brandl116aa622007-08-15 14:28:22 +0000561
562 The default *locals* act as described for function :func:`locals` below:
Georg Brandlf6945182008-02-01 11:56:49 +0000563 modifications to the default *locals* dictionary should not be attempted.
564 Pass an explicit *locals* dictionary if you need to see effects of the
565 code on *locals* after function :func:`exec` returns.
Georg Brandl116aa622007-08-15 14:28:22 +0000566
567
568.. function:: filter(function, iterable)
569
Georg Brandl952aea22007-09-04 17:50:40 +0000570 Construct an iterator from those elements of *iterable* for which *function*
571 returns true. *iterable* may be either a sequence, a container which
Georg Brandl9afde1c2007-11-01 20:32:30 +0000572 supports iteration, or an iterator. If *function* is ``None``, the identity
573 function is assumed, that is, all elements of *iterable* that are false are
574 removed.
Georg Brandl116aa622007-08-15 14:28:22 +0000575
Georg Brandl952aea22007-09-04 17:50:40 +0000576 Note that ``filter(function, iterable)`` is equivalent to the generator
577 expression ``(item for item in iterable if function(item))`` if function is
578 not ``None`` and ``(item for item in iterable if item)`` if function is
579 ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000580
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000581 See :func:`itertools.filterfalse` for the complementary function that returns
582 elements of *iterable* for which *function* returns false.
583
Georg Brandl116aa622007-08-15 14:28:22 +0000584
Georg Brandleb7e8f62014-10-06 13:54:36 +0200585.. class:: float([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000586
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000587 .. index::
588 single: NaN
589 single: Infinity
Georg Brandl116aa622007-08-15 14:28:22 +0000590
Georg Brandleb7e8f62014-10-06 13:54:36 +0200591 Return a floating point number constructed from a number or string *x*.
Georg Brandl116aa622007-08-15 14:28:22 +0000592
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000593 If the argument is a string, it should contain a decimal number, optionally
594 preceded by a sign, and optionally embedded in whitespace. The optional
595 sign may be ``'+'`` or ``'-'``; a ``'+'`` sign has no effect on the value
596 produced. The argument may also be a string representing a NaN
597 (not-a-number), or a positive or negative infinity. More precisely, the
598 input must conform to the following grammar after leading and trailing
599 whitespace characters are removed:
Georg Brandl116aa622007-08-15 14:28:22 +0000600
Victor Stinner8af239e2020-09-18 09:10:15 +0200601 .. productionlist:: float
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000602 sign: "+" | "-"
603 infinity: "Infinity" | "inf"
604 nan: "nan"
Georg Brandl46402372010-12-04 19:06:18 +0000605 numeric_value: `floatnumber` | `infinity` | `nan`
606 numeric_string: [`sign`] `numeric_value`
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000607
608 Here ``floatnumber`` is the form of a Python floating-point literal,
609 described in :ref:`floating`. Case is not significant, so, for example,
610 "inf", "Inf", "INFINITY" and "iNfINity" are all acceptable spellings for
611 positive infinity.
612
613 Otherwise, if the argument is an integer or a floating point number, a
614 floating point number with the same value (within Python's floating point
615 precision) is returned. If the argument is outside the range of a Python
616 float, an :exc:`OverflowError` will be raised.
617
618 For a general Python object ``x``, ``float(x)`` delegates to
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300619 ``x.__float__()``. If ``__float__()`` is not defined then it falls back
620 to :meth:`__index__`.
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000621
622 If no argument is given, ``0.0`` is returned.
623
624 Examples::
625
626 >>> float('+1.23')
627 1.23
628 >>> float(' -12345\n')
629 -12345.0
630 >>> float('1e-003')
631 0.001
632 >>> float('+1E6')
633 1000000.0
634 >>> float('-Infinity')
635 -inf
Georg Brandl116aa622007-08-15 14:28:22 +0000636
637 The float type is described in :ref:`typesnumeric`.
638
Brett Cannona721aba2016-09-09 14:57:09 -0700639 .. versionchanged:: 3.6
640 Grouping digits with underscores as in code literals is allowed.
Chris Jerdonekbb4e9412012-11-28 01:38:40 -0800641
Louis Sautier3fe89da2018-08-27 12:45:26 +0200642 .. versionchanged:: 3.7
643 *x* is now a positional-only parameter.
644
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300645 .. versionchanged:: 3.8
646 Falls back to :meth:`__index__` if :meth:`__float__` is not defined.
647
Éric Araujo9edd9f02011-09-01 23:08:55 +0200648
Brett Cannona721aba2016-09-09 14:57:09 -0700649.. index::
650 single: __format__
651 single: string; format() (built-in function)
652
Georg Brandl4b491312007-08-31 09:22:56 +0000653.. function:: format(value[, format_spec])
654
Georg Brandl5579ba92009-02-23 10:24:05 +0000655 Convert a *value* to a "formatted" representation, as controlled by
656 *format_spec*. The interpretation of *format_spec* will depend on the type
657 of the *value* argument, however there is a standard formatting syntax that
658 is used by most built-in types: :ref:`formatspec`.
Georg Brandl48310cd2009-01-03 21:18:54 +0000659
Raymond Hettinger30439b22011-05-11 10:47:27 -0700660 The default *format_spec* is an empty string which usually gives the same
Chris Jerdonek5fae0e52012-11-20 17:45:51 -0800661 effect as calling :func:`str(value) <str>`.
Georg Brandl4b491312007-08-31 09:22:56 +0000662
Raymond Hettinger30439b22011-05-11 10:47:27 -0700663 A call to ``format(value, format_spec)`` is translated to
Georg Brandle4196d32014-10-31 09:41:46 +0100664 ``type(value).__format__(value, format_spec)`` which bypasses the instance
Raymond Hettinger30439b22011-05-11 10:47:27 -0700665 dictionary when searching for the value's :meth:`__format__` method. A
Larry Hastings3732ed22014-03-15 21:13:56 -0700666 :exc:`TypeError` exception is raised if the method search reaches
667 :mod:`object` and the *format_spec* is non-empty, or if either the
668 *format_spec* or the return value are not strings.
Georg Brandl4b491312007-08-31 09:22:56 +0000669
Larry Hastings3732ed22014-03-15 21:13:56 -0700670 .. versionchanged:: 3.4
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200671 ``object().__format__(format_spec)`` raises :exc:`TypeError`
Larry Hastings3732ed22014-03-15 21:13:56 -0700672 if *format_spec* is not an empty string.
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200673
Éric Araujo9edd9f02011-09-01 23:08:55 +0200674
675.. _func-frozenset:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200676.. class:: frozenset([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +0000677 :noindex:
678
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800679 Return a new :class:`frozenset` object, optionally with elements taken from
680 *iterable*. ``frozenset`` is a built-in class. See :class:`frozenset` and
681 :ref:`types-set` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000682
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800683 For other containers see the built-in :class:`set`, :class:`list`,
684 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
685 module.
Georg Brandl116aa622007-08-15 14:28:22 +0000686
Georg Brandl116aa622007-08-15 14:28:22 +0000687
688.. function:: getattr(object, name[, default])
689
Georg Brandl8e4ddcf2010-10-16 18:51:05 +0000690 Return the value of the named attribute of *object*. *name* must be a string.
Georg Brandl116aa622007-08-15 14:28:22 +0000691 If the string is the name of one of the object's attributes, the result is the
692 value of that attribute. For example, ``getattr(x, 'foobar')`` is equivalent to
693 ``x.foobar``. If the named attribute does not exist, *default* is returned if
694 provided, otherwise :exc:`AttributeError` is raised.
695
Ken Jin2edaf6a2021-02-03 05:06:57 +0800696 .. note::
697
698 Since :ref:`private name mangling <private-name-mangling>` happens at
699 compilation time, one must manually mangle a private attribute's
700 (attributes with two leading underscores) name in order to retrieve it with
701 :func:`getattr`.
702
Georg Brandl116aa622007-08-15 14:28:22 +0000703
704.. function:: globals()
705
706 Return a dictionary representing the current global symbol table. This is always
707 the dictionary of the current module (inside a function or method, this is the
708 module where it is defined, not the module from which it is called).
709
710
711.. function:: hasattr(object, name)
712
Benjamin Peterson17689992010-08-24 03:26:23 +0000713 The arguments are an object and a string. The result is ``True`` if the
714 string is the name of one of the object's attributes, ``False`` if not. (This
715 is implemented by calling ``getattr(object, name)`` and seeing whether it
716 raises an :exc:`AttributeError` or not.)
Georg Brandl116aa622007-08-15 14:28:22 +0000717
718
719.. function:: hash(object)
720
Barry Warsaw224a5992013-07-15 14:47:29 -0400721 Return the hash value of the object (if it has one). Hash values are
722 integers. They are used to quickly compare dictionary keys during a
723 dictionary lookup. Numeric values that compare equal have the same hash
724 value (even if they are of different types, as is the case for 1 and 1.0).
Georg Brandl116aa622007-08-15 14:28:22 +0000725
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300726 .. note::
Barry Warsaw224a5992013-07-15 14:47:29 -0400727
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300728 For objects with custom :meth:`__hash__` methods, note that :func:`hash`
729 truncates the return value based on the bit width of the host machine.
730 See :meth:`__hash__` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000731
732.. function:: help([object])
733
734 Invoke the built-in help system. (This function is intended for interactive
735 use.) If no argument is given, the interactive help system starts on the
736 interpreter console. If the argument is a string, then the string is looked up
737 as the name of a module, function, class, method, keyword, or documentation
738 topic, and a help page is printed on the console. If the argument is any other
739 kind of object, a help page on the object is generated.
740
Lysandros Nikolaou1aeeaeb2019-03-10 12:30:11 +0100741 Note that if a slash(/) appears in the parameter list of a function, when
742 invoking :func:`help`, it means that the parameters prior to the slash are
743 positional-only. For more info, see
744 :ref:`the FAQ entry on positional-only parameters <faq-positional-only-arguments>`.
745
Christian Heimes9bd667a2008-01-20 15:14:11 +0000746 This function is added to the built-in namespace by the :mod:`site` module.
747
Larry Hastings3732ed22014-03-15 21:13:56 -0700748 .. versionchanged:: 3.4
749 Changes to :mod:`pydoc` and :mod:`inspect` mean that the reported
750 signatures for callables are now more comprehensive and consistent.
751
Georg Brandl116aa622007-08-15 14:28:22 +0000752
753.. function:: hex(x)
754
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300755 Convert an integer number to a lowercase hexadecimal string prefixed with
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300756 "0x". If *x* is not a Python :class:`int` object, it has to define an
757 :meth:`__index__` method that returns an integer. Some examples:
Larry Hastings3732ed22014-03-15 21:13:56 -0700758
759 >>> hex(255)
760 '0xff'
761 >>> hex(-42)
762 '-0x2a'
763
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300764 If you want to convert an integer number to an uppercase or lower hexadecimal
765 string with prefix or not, you can use either of the following ways:
766
767 >>> '%#x' % 255, '%x' % 255, '%X' % 255
768 ('0xff', 'ff', 'FF')
769 >>> format(255, '#x'), format(255, 'x'), format(255, 'X')
770 ('0xff', 'ff', 'FF')
771 >>> f'{255:#x}', f'{255:x}', f'{255:X}'
772 ('0xff', 'ff', 'FF')
773
774 See also :func:`format` for more information.
Larry Hastings3732ed22014-03-15 21:13:56 -0700775
776 See also :func:`int` for converting a hexadecimal string to an
777 integer using a base of 16.
Georg Brandl116aa622007-08-15 14:28:22 +0000778
Mark Dickinson36cea392009-10-03 10:18:40 +0000779 .. note::
780
781 To obtain a hexadecimal string representation for a float, use the
782 :meth:`float.hex` method.
783
Georg Brandl116aa622007-08-15 14:28:22 +0000784
785.. function:: id(object)
786
Georg Brandlba956ae2007-11-29 17:24:34 +0000787 Return the "identity" of an object. This is an integer which
Georg Brandl116aa622007-08-15 14:28:22 +0000788 is guaranteed to be unique and constant for this object during its lifetime.
Georg Brandl495f7b52009-10-27 15:28:25 +0000789 Two objects with non-overlapping lifetimes may have the same :func:`id`
790 value.
791
Éric Araujof33de712011-05-27 04:42:47 +0200792 .. impl-detail:: This is the address of the object in memory.
Georg Brandl116aa622007-08-15 14:28:22 +0000793
Saiyang Gou3f7e9902020-10-20 12:23:15 -0700794 .. audit-event:: builtins.id id id
795
Georg Brandl116aa622007-08-15 14:28:22 +0000796
Georg Brandlc0902982007-09-12 21:29:27 +0000797.. function:: input([prompt])
798
799 If the *prompt* argument is present, it is written to standard output without
800 a trailing newline. The function then reads a line from input, converts it
801 to a string (stripping a trailing newline), and returns that. When EOF is
802 read, :exc:`EOFError` is raised. Example::
803
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300804 >>> s = input('--> ') # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000805 --> Monty Python's Flying Circus
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300806 >>> s # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000807 "Monty Python's Flying Circus"
808
Georg Brandl7b469422007-09-12 21:32:27 +0000809 If the :mod:`readline` module was loaded, then :func:`input` will use it
Georg Brandlc0902982007-09-12 21:29:27 +0000810 to provide elaborate line editing and history features.
811
Steve Dower44f91c32019-06-27 10:47:59 -0700812 .. audit-event:: builtins.input prompt input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700813
Steve Dower60419a72019-06-24 08:42:54 -0700814 Raises an :ref:`auditing event <auditing>` ``builtins.input`` with
Steve Dowerb82e17e2019-05-23 08:45:22 -0700815 argument ``prompt`` before reading input
816
Steve Dower44f91c32019-06-27 10:47:59 -0700817 .. audit-event:: builtins.input/result result input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700818
819 Raises an auditing event ``builtins.input/result`` with the result after
820 successfully reading input.
821
Georg Brandlc0902982007-09-12 21:29:27 +0000822
Louis Sautier3fe89da2018-08-27 12:45:26 +0200823.. class:: int([x])
Georg Brandleb7e8f62014-10-06 13:54:36 +0200824 int(x, base=10)
Georg Brandl116aa622007-08-15 14:28:22 +0000825
Georg Brandleb7e8f62014-10-06 13:54:36 +0200826 Return an integer object constructed from a number or string *x*, or return
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300827 ``0`` if no arguments are given. If *x* defines :meth:`__int__`,
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300828 ``int(x)`` returns ``x.__int__()``. If *x* defines :meth:`__index__`,
829 it returns ``x.__index__()``. If *x* defines :meth:`__trunc__`,
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300830 it returns ``x.__trunc__()``.
831 For floating point numbers, this truncates towards zero.
Chris Jerdonek57491e02012-09-28 00:10:44 -0700832
833 If *x* is not a number or if *base* is given, then *x* must be a string,
834 :class:`bytes`, or :class:`bytearray` instance representing an :ref:`integer
835 literal <integers>` in radix *base*. Optionally, the literal can be
836 preceded by ``+`` or ``-`` (with no space in between) and surrounded by
837 whitespace. A base-n literal consists of the digits 0 to n-1, with ``a``
838 to ``z`` (or ``A`` to ``Z``) having
Serhiy Storchakac7b1a0b2016-11-26 13:43:28 +0200839 values 10 to 35. The default *base* is 10. The allowed values are 0 and 2--36.
Georg Brandl225d3c82008-04-09 18:45:14 +0000840 Base-2, -8, and -16 literals can be optionally prefixed with ``0b``/``0B``,
Georg Brandl1b5ab452009-08-13 07:56:35 +0000841 ``0o``/``0O``, or ``0x``/``0X``, as with integer literals in code. Base 0
842 means to interpret exactly as a code literal, so that the actual base is 2,
Georg Brandl225d3c82008-04-09 18:45:14 +0000843 8, 10, or 16, and so that ``int('010', 0)`` is not legal, while
844 ``int('010')`` is, as well as ``int('010', 8)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000845
846 The integer type is described in :ref:`typesnumeric`.
847
Mark Dickinson07c71362013-01-27 10:17:52 +0000848 .. versionchanged:: 3.4
849 If *base* is not an instance of :class:`int` and the *base* object has a
850 :meth:`base.__index__ <object.__index__>` method, that method is called
851 to obtain an integer for the base. Previous versions used
852 :meth:`base.__int__ <object.__int__>` instead of :meth:`base.__index__
853 <object.__index__>`.
Georg Brandl116aa622007-08-15 14:28:22 +0000854
Brett Cannona721aba2016-09-09 14:57:09 -0700855 .. versionchanged:: 3.6
856 Grouping digits with underscores as in code literals is allowed.
857
Louis Sautier3fe89da2018-08-27 12:45:26 +0200858 .. versionchanged:: 3.7
859 *x* is now a positional-only parameter.
860
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300861 .. versionchanged:: 3.8
862 Falls back to :meth:`__index__` if :meth:`__int__` is not defined.
863
Brett Cannona721aba2016-09-09 14:57:09 -0700864
Georg Brandl116aa622007-08-15 14:28:22 +0000865.. function:: isinstance(object, classinfo)
866
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200867 Return ``True`` if the *object* argument is an instance of the *classinfo*
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200868 argument, or of a (direct, indirect or :term:`virtual <abstract base
869 class>`) subclass thereof. If *object* is not
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200870 an object of the given type, the function always returns ``False``.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400871 If *classinfo* is a tuple of type objects (or recursively, other such
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200872 tuples), return ``True`` if *object* is an instance of any of the types.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400873 If *classinfo* is not a type or tuple of types and such tuples,
Georg Brandl85eb8c12007-08-31 16:33:38 +0000874 a :exc:`TypeError` exception is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000875
Georg Brandl116aa622007-08-15 14:28:22 +0000876
877.. function:: issubclass(class, classinfo)
878
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200879 Return ``True`` if *class* is a subclass (direct, indirect or :term:`virtual
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200880 <abstract base class>`) of *classinfo*. A
Georg Brandl116aa622007-08-15 14:28:22 +0000881 class is considered a subclass of itself. *classinfo* may be a tuple of class
882 objects, in which case every entry in *classinfo* will be checked. In any other
883 case, a :exc:`TypeError` exception is raised.
884
Georg Brandl116aa622007-08-15 14:28:22 +0000885
Georg Brandl036490d2009-05-17 13:00:36 +0000886.. function:: iter(object[, sentinel])
Georg Brandl116aa622007-08-15 14:28:22 +0000887
Georg Brandl036490d2009-05-17 13:00:36 +0000888 Return an :term:`iterator` object. The first argument is interpreted very
889 differently depending on the presence of the second argument. Without a
890 second argument, *object* must be a collection object which supports the
891 iteration protocol (the :meth:`__iter__` method), or it must support the
892 sequence protocol (the :meth:`__getitem__` method with integer arguments
893 starting at ``0``). If it does not support either of those protocols,
894 :exc:`TypeError` is raised. If the second argument, *sentinel*, is given,
895 then *object* must be a callable object. The iterator created in this case
Ezio Melotti7fa82222012-10-12 13:42:08 +0300896 will call *object* with no arguments for each call to its
897 :meth:`~iterator.__next__` method; if the value returned is equal to
898 *sentinel*, :exc:`StopIteration` will be raised, otherwise the value will
899 be returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000900
Chris Jerdonek006d9072012-10-12 20:28:26 -0700901 See also :ref:`typeiter`.
902
Chris Randsd378b1f2018-12-24 06:07:17 +0100903 One useful application of the second form of :func:`iter` is to build a
904 block-reader. For example, reading fixed-width blocks from a binary
905 database file until the end of file is reached::
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000906
Chris Randsd378b1f2018-12-24 06:07:17 +0100907 from functools import partial
908 with open('mydata.db', 'rb') as f:
Cristian Ciupitu11fa0e42019-02-21 09:53:06 +0200909 for block in iter(partial(f.read, 64), b''):
Chris Randsd378b1f2018-12-24 06:07:17 +0100910 process_block(block)
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000911
Georg Brandl116aa622007-08-15 14:28:22 +0000912
913.. function:: len(s)
914
915 Return the length (the number of items) of an object. The argument may be a
Terry Jan Reedyf2fb73f2014-06-16 03:05:37 -0400916 sequence (such as a string, bytes, tuple, list, or range) or a collection
917 (such as a dictionary, set, or frozen set).
Georg Brandl116aa622007-08-15 14:28:22 +0000918
Zac Hatfield-Doddsd7c7add2020-01-12 19:04:14 +1000919 .. impl-detail::
920
921 ``len`` raises :exc:`OverflowError` on lengths larger than
922 :data:`sys.maxsize`, such as :class:`range(2 ** 100) <range>`.
923
Georg Brandl116aa622007-08-15 14:28:22 +0000924
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000925.. _func-list:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200926.. class:: list([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000927 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +0000928
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000929 Rather than being a function, :class:`list` is actually a mutable
Chris Jerdonek006d9072012-10-12 20:28:26 -0700930 sequence type, as documented in :ref:`typesseq-list` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +0000931
Georg Brandl036490d2009-05-17 13:00:36 +0000932
Georg Brandl116aa622007-08-15 14:28:22 +0000933.. function:: locals()
934
935 Update and return a dictionary representing the current local symbol table.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000936 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 +0530937 blocks, but not in class blocks. Note that at the module level, :func:`locals`
938 and :func:`globals` are the same dictionary.
Georg Brandl116aa622007-08-15 14:28:22 +0000939
Georg Brandle720c0a2009-04-27 16:20:50 +0000940 .. note::
Georg Brandl036490d2009-05-17 13:00:36 +0000941 The contents of this dictionary should not be modified; changes may not
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000942 affect the values of local and free variables used by the interpreter.
Georg Brandl116aa622007-08-15 14:28:22 +0000943
944.. function:: map(function, iterable, ...)
945
Georg Brandl952aea22007-09-04 17:50:40 +0000946 Return an iterator that applies *function* to every item of *iterable*,
947 yielding the results. If additional *iterable* arguments are passed,
948 *function* must take that many arguments and is applied to the items from all
Georg Brandlde2b00e2008-05-05 21:04:12 +0000949 iterables in parallel. With multiple iterables, the iterator stops when the
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000950 shortest iterable is exhausted. For cases where the function inputs are
951 already arranged into argument tuples, see :func:`itertools.starmap`\.
Georg Brandlde2b00e2008-05-05 21:04:12 +0000952
Georg Brandl116aa622007-08-15 14:28:22 +0000953
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700954.. function:: max(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300955 max(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000956
Ezio Melottie0add762012-09-14 06:32:35 +0300957 Return the largest item in an iterable or the largest of two or more
958 arguments.
959
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700960 If one positional argument is provided, it should be an :term:`iterable`.
961 The largest item in the iterable is returned. If two or more positional
Raymond Hettingerb30b34c2014-04-03 08:01:22 -0700962 arguments are provided, the largest of the positional arguments is
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700963 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000964
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700965 There are two optional keyword-only arguments. The *key* argument specifies
966 a one-argument ordering function like that used for :meth:`list.sort`. The
967 *default* argument specifies an object to return if the provided iterable is
968 empty. If the iterable is empty and *default* is not provided, a
969 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000970
Georg Brandl682d7e02010-10-06 10:26:05 +0000971 If multiple items are maximal, the function returns the first one
972 encountered. This is consistent with other sort-stability preserving tools
973 such as ``sorted(iterable, key=keyfunc, reverse=True)[0]`` and
Raymond Hettinger476a31e2010-09-14 23:13:42 +0000974 ``heapq.nlargest(1, iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000975
Larry Hastings3732ed22014-03-15 21:13:56 -0700976 .. versionadded:: 3.4
977 The *default* keyword-only argument.
978
Alexander Marshalove22072f2018-07-24 10:58:21 +0700979 .. versionchanged:: 3.8
980 The *key* can be ``None``.
981
Éric Araujo9edd9f02011-09-01 23:08:55 +0200982
983.. _func-memoryview:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -0500984.. class:: memoryview(obj)
Benjamin Peterson6dfcb022008-09-10 21:02:02 +0000985 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000986
Benjamin Peterson1b25b922008-09-09 22:15:27 +0000987 Return a "memory view" object created from the given argument. See
988 :ref:`typememoryview` for more information.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000989
990
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700991.. function:: min(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300992 min(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000993
Ezio Melottie0add762012-09-14 06:32:35 +0300994 Return the smallest item in an iterable or the smallest of two or more
995 arguments.
996
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700997 If one positional argument is provided, it should be an :term:`iterable`.
998 The smallest item in the iterable is returned. If two or more positional
999 arguments are provided, the smallest of the positional arguments is
1000 returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001001
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001002 There are two optional keyword-only arguments. The *key* argument specifies
1003 a one-argument ordering function like that used for :meth:`list.sort`. The
1004 *default* argument specifies an object to return if the provided iterable is
1005 empty. If the iterable is empty and *default* is not provided, a
1006 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001007
Georg Brandl682d7e02010-10-06 10:26:05 +00001008 If multiple items are minimal, the function returns the first one
1009 encountered. This is consistent with other sort-stability preserving tools
1010 such as ``sorted(iterable, key=keyfunc)[0]`` and ``heapq.nsmallest(1,
1011 iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +00001012
Larry Hastings3732ed22014-03-15 21:13:56 -07001013 .. versionadded:: 3.4
1014 The *default* keyword-only argument.
1015
Alexander Marshalove22072f2018-07-24 10:58:21 +07001016 .. versionchanged:: 3.8
1017 The *key* can be ``None``.
1018
Georg Brandldf48b972014-03-24 09:06:18 +01001019
Georg Brandl116aa622007-08-15 14:28:22 +00001020.. function:: next(iterator[, default])
1021
Ezio Melotti7fa82222012-10-12 13:42:08 +03001022 Retrieve the next item from the *iterator* by calling its
1023 :meth:`~iterator.__next__` method. If *default* is given, it is returned
1024 if the iterator is exhausted, otherwise :exc:`StopIteration` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001025
1026
Georg Brandleb7e8f62014-10-06 13:54:36 +02001027.. class:: object()
Georg Brandl116aa622007-08-15 14:28:22 +00001028
Georg Brandl85eb8c12007-08-31 16:33:38 +00001029 Return a new featureless object. :class:`object` is a base for all classes.
Georg Brandl55ac8f02007-09-01 13:51:09 +00001030 It has the methods that are common to all instances of Python classes. This
1031 function does not accept any arguments.
Georg Brandl85eb8c12007-08-31 16:33:38 +00001032
1033 .. note::
1034
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001035 :class:`object` does *not* have a :attr:`~object.__dict__`, so you can't
1036 assign arbitrary attributes to an instance of the :class:`object` class.
Georg Brandl116aa622007-08-15 14:28:22 +00001037
Georg Brandl116aa622007-08-15 14:28:22 +00001038
1039.. function:: oct(x)
1040
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001041 Convert an integer number to an octal string prefixed with "0o". The result
1042 is a valid Python expression. If *x* is not a Python :class:`int` object, it
1043 has to define an :meth:`__index__` method that returns an integer. For
1044 example:
Georg Brandl116aa622007-08-15 14:28:22 +00001045
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001046 >>> oct(8)
1047 '0o10'
1048 >>> oct(-56)
1049 '-0o70'
1050
1051 If you want to convert an integer number to octal string either with prefix
1052 "0o" or not, you can use either of the following ways.
1053
1054 >>> '%#o' % 10, '%o' % 10
1055 ('0o12', '12')
1056 >>> format(10, '#o'), format(10, 'o')
1057 ('0o12', '12')
1058 >>> f'{10:#o}', f'{10:o}'
1059 ('0o12', '12')
1060
1061 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001062
R David Murray9f0c9402012-08-17 20:33:54 -04001063 .. index::
1064 single: file object; open() built-in function
1065
Ross Lagerwall59142db2011-10-31 20:34:46 +02001066.. function:: open(file, mode='r', buffering=-1, encoding=None, errors=None, newline=None, closefd=True, opener=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001067
R David Murray9f0c9402012-08-17 20:33:54 -04001068 Open *file* and return a corresponding :term:`file object`. If the file
Benjamin Kane705f1452020-08-07 19:57:03 -07001069 cannot be opened, an :exc:`OSError` is raised. See
1070 :ref:`tut-files` for more examples of how to use this function.
Georg Brandl48310cd2009-01-03 21:18:54 +00001071
Brett Cannon6fa7aad2016-09-06 15:55:02 -07001072 *file* is a :term:`path-like object` giving the pathname (absolute or
1073 relative to the current working directory) of the file to be opened or an
1074 integer file descriptor of the file to be wrapped. (If a file descriptor is
1075 given, it is closed when the returned I/O object is closed, unless *closefd*
1076 is set to ``False``.)
Georg Brandl116aa622007-08-15 14:28:22 +00001077
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001078 *mode* is an optional string that specifies the mode in which the file is
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001079 opened. It defaults to ``'r'`` which means open for reading in text mode.
1080 Other common values are ``'w'`` for writing (truncating the file if it
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001081 already exists), ``'x'`` for exclusive creation and ``'a'`` for appending
1082 (which on *some* Unix systems, means that *all* writes append to the end of
1083 the file regardless of the current seek position). In text mode, if
Victor Stinnerf86a5e82012-06-05 13:43:22 +02001084 *encoding* is not specified the encoding used is platform dependent:
1085 ``locale.getpreferredencoding(False)`` is called to get the current locale
1086 encoding. (For reading and writing raw bytes use binary mode and leave
1087 *encoding* unspecified.) The available modes are:
Georg Brandl116aa622007-08-15 14:28:22 +00001088
Andrés Delfinoa8ddf852018-06-25 03:06:10 -03001089 .. _filemodes:
1090
1091 .. index::
1092 pair: file; modes
1093
Benjamin Petersondd219122008-04-11 21:17:32 +00001094 ========= ===============================================================
1095 Character Meaning
Georg Brandl44ea77b2013-03-28 13:28:44 +01001096 ========= ===============================================================
Benjamin Petersondd219122008-04-11 21:17:32 +00001097 ``'r'`` open for reading (default)
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001098 ``'w'`` open for writing, truncating the file first
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001099 ``'x'`` open for exclusive creation, failing if the file already exists
Benjamin Petersondd219122008-04-11 21:17:32 +00001100 ``'a'`` open for writing, appending to the end of the file if it exists
Georg Brandl7b6ca4a2009-04-27 06:13:55 +00001101 ``'b'`` binary mode
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001102 ``'t'`` text mode (default)
Andre Delfinoc1d8c1c2019-09-10 10:04:22 -03001103 ``'+'`` open for updating (reading and writing)
Benjamin Petersondd219122008-04-11 21:17:32 +00001104 ========= ===============================================================
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001105
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001106 The default mode is ``'r'`` (open for reading text, synonym of ``'rt'``).
Andre Delfino05184512019-09-10 11:48:05 -03001107 Modes ``'w+'`` and ``'w+b'`` open and truncate the file. Modes ``'r+'``
1108 and ``'r+b'`` open the file with no truncation.
Skip Montanaro1c639602007-09-23 19:49:54 +00001109
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001110 As mentioned in the :ref:`io-overview`, Python distinguishes between binary
1111 and text I/O. Files opened in binary mode (including ``'b'`` in the *mode*
1112 argument) return contents as :class:`bytes` objects without any decoding. In
1113 text mode (the default, or when ``'t'`` is included in the *mode* argument),
1114 the contents of the file are returned as :class:`str`, the bytes having been
1115 first decoded using a platform-dependent encoding or using the specified
1116 *encoding* if given.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001117
Victor Stinner942f7a22020-03-04 18:50:22 +01001118 There is an additional mode character permitted, ``'U'``, which no longer
1119 has any effect, and is considered deprecated. It previously enabled
1120 :term:`universal newlines` in text mode, which became the default behaviour
1121 in Python 3.0. Refer to the documentation of the
1122 :ref:`newline <open-newline-parameter>` parameter for further details.
1123
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001124 .. note::
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001125
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001126 Python doesn't depend on the underlying operating system's notion of text
Ezio Melottie130a522011-10-19 10:58:56 +03001127 files; all the processing is done by Python itself, and is therefore
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001128 platform-independent.
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001129
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001130 *buffering* is an optional integer used to set the buffering policy. Pass 0
1131 to switch buffering off (only allowed in binary mode), 1 to select line
1132 buffering (only usable in text mode), and an integer > 1 to indicate the size
Terry Jan Reedydff04f42013-03-16 15:56:27 -04001133 in bytes of a fixed-size chunk buffer. When no *buffering* argument is
1134 given, the default buffering policy works as follows:
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001135
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001136 * Binary files are buffered in fixed-size chunks; the size of the buffer is
1137 chosen using a heuristic trying to determine the underlying device's "block
1138 size" and falling back on :attr:`io.DEFAULT_BUFFER_SIZE`. On many systems,
1139 the buffer will typically be 4096 or 8192 bytes long.
1140
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001141 * "Interactive" text files (files for which :meth:`~io.IOBase.isatty`
Serhiy Storchakafbc1c262013-11-29 12:17:13 +02001142 returns ``True``) use line buffering. Other text files use the policy
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001143 described above for binary files.
Georg Brandl48310cd2009-01-03 21:18:54 +00001144
Benjamin Petersondd219122008-04-11 21:17:32 +00001145 *encoding* is the name of the encoding used to decode or encode the file.
1146 This should only be used in text mode. The default encoding is platform
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001147 dependent (whatever :func:`locale.getpreferredencoding` returns), but any
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001148 :term:`text encoding` supported by Python
1149 can be used. See the :mod:`codecs` module for
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001150 the list of supported encodings.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001151
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001152 *errors* is an optional string that specifies how encoding and decoding
Martin Panter357ed2e2016-11-21 00:15:20 +00001153 errors are to be handled—this cannot be used in binary mode.
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001154 A variety of standard error handlers are available
1155 (listed under :ref:`error-handlers`), though any
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001156 error handling name that has been registered with
1157 :func:`codecs.register_error` is also valid. The standard names
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001158 include:
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001159
1160 * ``'strict'`` to raise a :exc:`ValueError` exception if there is
1161 an encoding error. The default value of ``None`` has the same
1162 effect.
1163
1164 * ``'ignore'`` ignores errors. Note that ignoring encoding errors
1165 can lead to data loss.
1166
1167 * ``'replace'`` causes a replacement marker (such as ``'?'``) to be inserted
1168 where there is malformed data.
1169
1170 * ``'surrogateescape'`` will represent any incorrect bytes as code
1171 points in the Unicode Private Use Area ranging from U+DC80 to
1172 U+DCFF. These private code points will then be turned back into
1173 the same bytes when the ``surrogateescape`` error handler is used
1174 when writing data. This is useful for processing files in an
1175 unknown encoding.
1176
1177 * ``'xmlcharrefreplace'`` is only supported when writing to a file.
1178 Characters not supported by the encoding are replaced with the
1179 appropriate XML character reference ``&#nnn;``.
1180
Serhiy Storchaka07985ef2015-01-25 22:56:57 +02001181 * ``'backslashreplace'`` replaces malformed data by Python's backslashed
1182 escape sequences.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001183
Serhiy Storchaka166ebc42014-11-25 13:57:17 +02001184 * ``'namereplace'`` (also only supported when writing)
1185 replaces unsupported characters with ``\N{...}`` escape sequences.
1186
R David Murray1b00f252012-08-15 10:43:58 -04001187 .. index::
1188 single: universal newlines; open() built-in function
1189
Nick Coghlan3171df32019-01-28 02:21:11 +10001190 .. _open-newline-parameter:
1191
R David Murray1b00f252012-08-15 10:43:58 -04001192 *newline* controls how :term:`universal newlines` mode works (it only
R David Murrayee0a9452012-08-15 11:05:36 -04001193 applies to text mode). It can be ``None``, ``''``, ``'\n'``, ``'\r'``, and
1194 ``'\r\n'``. It works as follows:
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001195
Georg Brandl296d1be2012-08-14 09:39:07 +02001196 * When reading input from the stream, if *newline* is ``None``, universal
1197 newlines mode is enabled. Lines in the input can end in ``'\n'``,
1198 ``'\r'``, or ``'\r\n'``, and these are translated into ``'\n'`` before
R David Murray1b00f252012-08-15 10:43:58 -04001199 being returned to the caller. If it is ``''``, universal newlines mode is
Georg Brandl296d1be2012-08-14 09:39:07 +02001200 enabled, but line endings are returned to the caller untranslated. If it
1201 has any of the other legal values, input lines are only terminated by the
1202 given string, and the line ending is returned to the caller untranslated.
Benjamin Petersondd219122008-04-11 21:17:32 +00001203
Georg Brandl296d1be2012-08-14 09:39:07 +02001204 * When writing output to the stream, if *newline* is ``None``, any ``'\n'``
1205 characters written are translated to the system default line separator,
1206 :data:`os.linesep`. If *newline* is ``''`` or ``'\n'``, no translation
1207 takes place. If *newline* is any of the other legal values, any ``'\n'``
1208 characters written are translated to the given string.
Benjamin Petersondd219122008-04-11 21:17:32 +00001209
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001210 If *closefd* is ``False`` and a file descriptor rather than a filename was
1211 given, the underlying file descriptor will be kept open when the file is
Robert Collins933430a2014-10-18 13:32:43 +13001212 closed. If a filename is given *closefd* must be ``True`` (the default)
1213 otherwise an error will be raised.
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001214
Ross Lagerwall59142db2011-10-31 20:34:46 +02001215 A custom opener can be used by passing a callable as *opener*. The underlying
1216 file descriptor for the file object is then obtained by calling *opener* with
1217 (*file*, *flags*). *opener* must return an open file descriptor (passing
1218 :mod:`os.open` as *opener* results in functionality similar to passing
1219 ``None``).
1220
Victor Stinnerdaf45552013-08-28 00:53:59 +02001221 The newly created file is :ref:`non-inheritable <fd_inheritance>`.
1222
Éric Araujo5bd92702012-11-22 00:13:49 -05001223 The following example uses the :ref:`dir_fd <dir_fd>` parameter of the
Éric Araujo8f423c92012-11-03 17:06:52 -04001224 :func:`os.open` function to open a file relative to a given directory::
1225
1226 >>> import os
Éric Araujo5bd92702012-11-22 00:13:49 -05001227 >>> dir_fd = os.open('somedir', os.O_RDONLY)
1228 >>> def opener(path, flags):
1229 ... return os.open(path, flags, dir_fd=dir_fd)
Éric Araujo8f423c92012-11-03 17:06:52 -04001230 ...
Éric Araujo8f423c92012-11-03 17:06:52 -04001231 >>> with open('spamspam.txt', 'w', opener=opener) as f:
1232 ... print('This will be written to somedir/spamspam.txt', file=f)
1233 ...
Éric Araujo309b0432012-11-03 17:39:45 -04001234 >>> os.close(dir_fd) # don't leak a file descriptor
Éric Araujo8f423c92012-11-03 17:06:52 -04001235
R David Murray9f0c9402012-08-17 20:33:54 -04001236 The type of :term:`file object` returned by the :func:`open` function
R David Murray433ef3b2012-08-17 20:39:21 -04001237 depends on the mode. When :func:`open` is used to open a file in a text
1238 mode (``'w'``, ``'r'``, ``'wt'``, ``'rt'``, etc.), it returns a subclass of
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001239 :class:`io.TextIOBase` (specifically :class:`io.TextIOWrapper`). When used
1240 to open a file in a binary mode with buffering, the returned class is a
1241 subclass of :class:`io.BufferedIOBase`. The exact class varies: in read
Martin Panter7462b6492015-11-02 03:37:02 +00001242 binary mode, it returns an :class:`io.BufferedReader`; in write binary and
1243 append binary modes, it returns an :class:`io.BufferedWriter`, and in
1244 read/write mode, it returns an :class:`io.BufferedRandom`. When buffering is
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001245 disabled, the raw stream, a subclass of :class:`io.RawIOBase`,
1246 :class:`io.FileIO`, is returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001247
1248 .. index::
1249 single: line-buffered I/O
1250 single: unbuffered I/O
1251 single: buffer size, I/O
1252 single: I/O control; buffering
Skip Montanaro4d8c1932007-09-23 21:13:45 +00001253 single: binary mode
1254 single: text mode
1255 module: sys
Georg Brandl116aa622007-08-15 14:28:22 +00001256
Benjamin Petersondd219122008-04-11 21:17:32 +00001257 See also the file handling modules, such as, :mod:`fileinput`, :mod:`io`
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001258 (where :func:`open` is declared), :mod:`os`, :mod:`os.path`, :mod:`tempfile`,
1259 and :mod:`shutil`.
Georg Brandl116aa622007-08-15 14:28:22 +00001260
Steve Dower44f91c32019-06-27 10:47:59 -07001261 .. audit-event:: open file,mode,flags open
Steve Dowerb82e17e2019-05-23 08:45:22 -07001262
1263 The ``mode`` and ``flags`` arguments may have been modified or inferred from
1264 the original call.
1265
Steve Dower39294992016-08-30 21:22:36 -07001266 .. versionchanged::
1267 3.3
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001268
Steve Dower39294992016-08-30 21:22:36 -07001269 * The *opener* parameter was added.
1270 * The ``'x'`` mode was added.
1271 * :exc:`IOError` used to be raised, it is now an alias of :exc:`OSError`.
1272 * :exc:`FileExistsError` is now raised if the file opened in exclusive
NAKAMURA Osamu29540cd2017-03-25 11:55:08 +09001273 creation mode (``'x'``) already exists.
Steve Dower39294992016-08-30 21:22:36 -07001274
1275 .. versionchanged::
1276 3.4
1277
1278 * The file is now non-inheritable.
Victor Stinnerdaf45552013-08-28 00:53:59 +02001279
Victor Stinner942f7a22020-03-04 18:50:22 +01001280 .. deprecated-removed:: 3.4 3.10
1281
1282 The ``'U'`` mode.
1283
Steve Dower39294992016-08-30 21:22:36 -07001284 .. versionchanged::
1285 3.5
Victor Stinnera766ddf2015-03-26 23:50:57 +01001286
Steve Dower39294992016-08-30 21:22:36 -07001287 * If the system call is interrupted and the signal handler does not raise an
1288 exception, the function now retries the system call instead of raising an
1289 :exc:`InterruptedError` exception (see :pep:`475` for the rationale).
1290 * The ``'namereplace'`` error handler was added.
Georg Brandlf6945182008-02-01 11:56:49 +00001291
Steve Dower39294992016-08-30 21:22:36 -07001292 .. versionchanged::
1293 3.6
1294
1295 * Support added to accept objects implementing :class:`os.PathLike`.
1296 * On Windows, opening a console buffer may return a subclass of
1297 :class:`io.RawIOBase` other than :class:`io.FileIO`.
Brett Cannonb08388d2016-06-09 15:58:06 -07001298
Georg Brandl116aa622007-08-15 14:28:22 +00001299.. function:: ord(c)
1300
Ezio Melottic99c8582011-10-25 09:32:34 +03001301 Given a string representing one Unicode character, return an integer
Nick Coghlaneed67192014-08-17 14:07:53 +10001302 representing the Unicode code point of that character. For example,
Terry Jan Reedy063d48d2016-03-20 21:18:40 -04001303 ``ord('a')`` returns the integer ``97`` and ``ord('€')`` (Euro sign)
1304 returns ``8364``. This is the inverse of :func:`chr`.
Georg Brandlf6945182008-02-01 11:56:49 +00001305
Georg Brandl116aa622007-08-15 14:28:22 +00001306
Ammar Askar87d6cd32019-09-21 00:28:49 -04001307.. function:: pow(base, exp[, mod])
Georg Brandl116aa622007-08-15 14:28:22 +00001308
Ammar Askar87d6cd32019-09-21 00:28:49 -04001309 Return *base* to the power *exp*; if *mod* is present, return *base* to the
1310 power *exp*, modulo *mod* (computed more efficiently than
1311 ``pow(base, exp) % mod``). The two-argument form ``pow(base, exp)`` is
1312 equivalent to using the power operator: ``base**exp``.
Georg Brandl116aa622007-08-15 14:28:22 +00001313
Georg Brandle06de8b2008-05-05 21:42:51 +00001314 The arguments must have numeric types. With mixed operand types, the
1315 coercion rules for binary arithmetic operators apply. For :class:`int`
1316 operands, the result has the same type as the operands (after coercion)
1317 unless the second argument is negative; in that case, all arguments are
1318 converted to float and a float result is delivered. For example, ``10**2``
Mark Dickinsonc5299672019-06-02 10:24:06 +01001319 returns ``100``, but ``10**-2`` returns ``0.01``.
1320
Ammar Askar87d6cd32019-09-21 00:28:49 -04001321 For :class:`int` operands *base* and *exp*, if *mod* is present, *mod* must
1322 also be of integer type and *mod* must be nonzero. If *mod* is present and
1323 *exp* is negative, *base* must be relatively prime to *mod*. In that case,
1324 ``pow(inv_base, -exp, mod)`` is returned, where *inv_base* is an inverse to
1325 *base* modulo *mod*.
Mark Dickinsonc5299672019-06-02 10:24:06 +01001326
1327 Here's an example of computing an inverse for ``38`` modulo ``97``::
1328
Ammar Askar87d6cd32019-09-21 00:28:49 -04001329 >>> pow(38, -1, mod=97)
Mark Dickinsonc5299672019-06-02 10:24:06 +01001330 23
1331 >>> 23 * 38 % 97 == 1
1332 True
1333
1334 .. versionchanged:: 3.8
1335 For :class:`int` operands, the three-argument form of ``pow`` now allows
1336 the second argument to be negative, permitting computation of modular
1337 inverses.
Georg Brandl116aa622007-08-15 14:28:22 +00001338
Mark Dickinsonc691f202020-03-19 18:12:59 +00001339 .. versionchanged:: 3.8
Ammar Askar87d6cd32019-09-21 00:28:49 -04001340 Allow keyword arguments. Formerly, only positional arguments were
1341 supported.
1342
Georg Brandl116aa622007-08-15 14:28:22 +00001343
Julien Palard5c1f15b2021-01-25 15:46:06 +01001344.. function:: print(*objects, sep=' ', end='\\n', file=sys.stdout, flush=False)
Georg Brandlf6945182008-02-01 11:56:49 +00001345
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001346 Print *objects* to the text stream *file*, separated by *sep* and followed
Berker Peksag61b9ac92017-04-13 15:48:18 +03001347 by *end*. *sep*, *end*, *file* and *flush*, if present, must be given as keyword
Georg Brandlf6945182008-02-01 11:56:49 +00001348 arguments.
1349
1350 All non-keyword arguments are converted to strings like :func:`str` does and
1351 written to the stream, separated by *sep* and followed by *end*. Both *sep*
1352 and *end* must be strings; they can also be ``None``, which means to use the
Ezio Melottie0add762012-09-14 06:32:35 +03001353 default values. If no *objects* are given, :func:`print` will just write
Georg Brandlf6945182008-02-01 11:56:49 +00001354 *end*.
1355
1356 The *file* argument must be an object with a ``write(string)`` method; if it
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001357 is not present or ``None``, :data:`sys.stdout` will be used. Since printed
1358 arguments are converted to text strings, :func:`print` cannot be used with
1359 binary mode file objects. For these, use ``file.write(...)`` instead.
1360
1361 Whether output is buffered is usually determined by *file*, but if the
1362 *flush* keyword argument is true, the stream is forcibly flushed.
Georg Brandlbc3b6822012-01-13 19:41:25 +01001363
1364 .. versionchanged:: 3.3
1365 Added the *flush* keyword argument.
Georg Brandlf6945182008-02-01 11:56:49 +00001366
1367
Georg Brandleb7e8f62014-10-06 13:54:36 +02001368.. class:: property(fget=None, fset=None, fdel=None, doc=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001369
Georg Brandl85eb8c12007-08-31 16:33:38 +00001370 Return a property attribute.
Georg Brandl116aa622007-08-15 14:28:22 +00001371
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001372 *fget* is a function for getting an attribute value. *fset* is a function
1373 for setting an attribute value. *fdel* is a function for deleting an attribute
1374 value. And *doc* creates a docstring for the attribute.
1375
1376 A typical use is to define a managed attribute ``x``::
Georg Brandl116aa622007-08-15 14:28:22 +00001377
Éric Araujo28053fb2010-11-22 03:09:19 +00001378 class C:
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001379 def __init__(self):
1380 self._x = None
1381
1382 def getx(self):
1383 return self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001384
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001385 def setx(self, value):
1386 self._x = value
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001387
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001388 def delx(self):
1389 del self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001390
Georg Brandl116aa622007-08-15 14:28:22 +00001391 x = property(getx, setx, delx, "I'm the 'x' property.")
1392
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001393 If *c* is an instance of *C*, ``c.x`` will invoke the getter,
Georg Brandl7528b9b2010-08-02 19:23:34 +00001394 ``c.x = value`` will invoke the setter and ``del c.x`` the deleter.
1395
Georg Brandl116aa622007-08-15 14:28:22 +00001396 If given, *doc* will be the docstring of the property attribute. Otherwise, the
1397 property will copy *fget*'s docstring (if it exists). This makes it possible to
Christian Heimesd8654cf2007-12-02 15:22:16 +00001398 create read-only properties easily using :func:`property` as a :term:`decorator`::
Georg Brandl116aa622007-08-15 14:28:22 +00001399
Éric Araujo28053fb2010-11-22 03:09:19 +00001400 class Parrot:
Georg Brandl116aa622007-08-15 14:28:22 +00001401 def __init__(self):
1402 self._voltage = 100000
1403
1404 @property
1405 def voltage(self):
1406 """Get the current voltage."""
1407 return self._voltage
1408
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001409 The ``@property`` decorator turns the :meth:`voltage` method into a "getter"
1410 for a read-only attribute with the same name, and it sets the docstring for
1411 *voltage* to "Get the current voltage."
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001412
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001413 A property object has :attr:`~property.getter`, :attr:`~property.setter`,
1414 and :attr:`~property.deleter` methods usable as decorators that create a
1415 copy of the property with the corresponding accessor function set to the
1416 decorated function. This is best explained with an example::
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001417
Éric Araujo28053fb2010-11-22 03:09:19 +00001418 class C:
Benjamin Peterson206e3072008-10-19 14:07:49 +00001419 def __init__(self):
1420 self._x = None
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001421
1422 @property
1423 def x(self):
1424 """I'm the 'x' property."""
1425 return self._x
1426
1427 @x.setter
1428 def x(self, value):
1429 self._x = value
1430
1431 @x.deleter
1432 def x(self):
1433 del self._x
1434
1435 This code is exactly equivalent to the first example. Be sure to give the
1436 additional functions the same name as the original property (``x`` in this
1437 case.)
1438
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001439 The returned property object also has the attributes ``fget``, ``fset``, and
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001440 ``fdel`` corresponding to the constructor arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001441
Raymond Hettinger29655df2015-05-15 16:17:05 -07001442 .. versionchanged:: 3.5
1443 The docstrings of property objects are now writeable.
1444
Georg Brandl116aa622007-08-15 14:28:22 +00001445
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001446.. _func-range:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001447.. class:: range(stop)
Ezio Melottie0add762012-09-14 06:32:35 +03001448 range(start, stop[, step])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001449 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001450
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001451 Rather than being a function, :class:`range` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001452 sequence type, as documented in :ref:`typesseq-range` and :ref:`typesseq`.
Benjamin Peterson878ce382011-11-05 15:17:52 -04001453
Georg Brandl116aa622007-08-15 14:28:22 +00001454
1455.. function:: repr(object)
1456
Georg Brandl68ee3a52008-03-25 07:21:32 +00001457 Return a string containing a printable representation of an object. For many
1458 types, this function makes an attempt to return a string that would yield an
1459 object with the same value when passed to :func:`eval`, otherwise the
1460 representation is a string enclosed in angle brackets that contains the name
1461 of the type of the object together with additional information often
1462 including the name and address of the object. A class can control what this
1463 function returns for its instances by defining a :meth:`__repr__` method.
Georg Brandl116aa622007-08-15 14:28:22 +00001464
1465
1466.. function:: reversed(seq)
1467
Christian Heimes7f044312008-01-06 17:05:40 +00001468 Return a reverse :term:`iterator`. *seq* must be an object which has
1469 a :meth:`__reversed__` method or supports the sequence protocol (the
1470 :meth:`__len__` method and the :meth:`__getitem__` method with integer
1471 arguments starting at ``0``).
Georg Brandl116aa622007-08-15 14:28:22 +00001472
Georg Brandl116aa622007-08-15 14:28:22 +00001473
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001474.. function:: round(number[, ndigits])
Georg Brandl116aa622007-08-15 14:28:22 +00001475
csabella85deefc2017-03-29 17:14:06 -04001476 Return *number* rounded to *ndigits* precision after the decimal
1477 point. If *ndigits* is omitted or is ``None``, it returns the
1478 nearest integer to its input.
Georg Brandl809ddaa2008-07-01 20:39:59 +00001479
1480 For the built-in types supporting :func:`round`, values are rounded to the
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001481 closest multiple of 10 to the power minus *ndigits*; if two multiples are
1482 equally close, rounding is done toward the even choice (so, for example,
1483 both ``round(0.5)`` and ``round(-0.5)`` are ``0``, and ``round(1.5)`` is
Gerrit Holl6003db72017-03-27 23:15:20 +01001484 ``2``). Any integer value is valid for *ndigits* (positive, zero, or
Lisa Roach900c48d2018-05-20 11:00:18 -04001485 negative). The return value is an integer if *ndigits* is omitted or
1486 ``None``.
1487 Otherwise the return value has the same type as *number*.
Christian Heimes072c0f12008-01-03 23:01:04 +00001488
Lisa Roach900c48d2018-05-20 11:00:18 -04001489 For a general Python object ``number``, ``round`` delegates to
1490 ``number.__round__``.
csabella85deefc2017-03-29 17:14:06 -04001491
Mark Dickinsonc4fbcdc2010-07-30 13:13:02 +00001492 .. note::
1493
1494 The behavior of :func:`round` for floats can be surprising: for example,
1495 ``round(2.675, 2)`` gives ``2.67`` instead of the expected ``2.68``.
1496 This is not a bug: it's a result of the fact that most decimal fractions
1497 can't be represented exactly as a float. See :ref:`tut-fp-issues` for
1498 more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001499
Éric Araujo9edd9f02011-09-01 23:08:55 +02001500
1501.. _func-set:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001502.. class:: set([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +00001503 :noindex:
1504
Chris Jerdonekdf3abec2012-11-09 18:57:32 -08001505 Return a new :class:`set` object, optionally with elements taken from
1506 *iterable*. ``set`` is a built-in class. See :class:`set` and
1507 :ref:`types-set` for documentation about this class.
1508
1509 For other containers see the built-in :class:`frozenset`, :class:`list`,
1510 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
1511 module.
Georg Brandl116aa622007-08-15 14:28:22 +00001512
Georg Brandl116aa622007-08-15 14:28:22 +00001513
1514.. function:: setattr(object, name, value)
1515
1516 This is the counterpart of :func:`getattr`. The arguments are an object, a
1517 string and an arbitrary value. The string may name an existing attribute or a
1518 new attribute. The function assigns the value to the attribute, provided the
1519 object allows it. For example, ``setattr(x, 'foobar', 123)`` is equivalent to
1520 ``x.foobar = 123``.
1521
Ken Jin2edaf6a2021-02-03 05:06:57 +08001522 .. note::
1523
1524 Since :ref:`private name mangling <private-name-mangling>` happens at
1525 compilation time, one must manually mangle a private attribute's
1526 (attributes with two leading underscores) name in order to set it with
1527 :func:`setattr`.
1528
Georg Brandl116aa622007-08-15 14:28:22 +00001529
Georg Brandleb7e8f62014-10-06 13:54:36 +02001530.. class:: slice(stop)
1531 slice(start, stop[, step])
Georg Brandl116aa622007-08-15 14:28:22 +00001532
Christian Heimesd8654cf2007-12-02 15:22:16 +00001533 Return a :term:`slice` object representing the set of indices specified by
Georg Brandl116aa622007-08-15 14:28:22 +00001534 ``range(start, stop, step)``. The *start* and *step* arguments default to
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001535 ``None``. Slice objects have read-only data attributes :attr:`~slice.start`,
1536 :attr:`~slice.stop` and :attr:`~slice.step` which merely return the argument
1537 values (or their default). They have no other explicit functionality;
Andre Delfinoc8bb2412020-10-01 20:22:14 -03001538 however they are used by NumPy and other third party packages.
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001539 Slice objects are also generated when extended indexing syntax is used. For
1540 example: ``a[start:stop:step]`` or ``a[start:stop, i]``. See
1541 :func:`itertools.islice` for an alternate version that returns an iterator.
Georg Brandl116aa622007-08-15 14:28:22 +00001542
1543
Łukasz Rogalskibe37beb2017-07-14 21:23:39 +02001544.. function:: sorted(iterable, *, key=None, reverse=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001545
1546 Return a new sorted list from the items in *iterable*.
1547
Raymond Hettinger51b9c242008-02-14 13:52:24 +00001548 Has two optional arguments which must be specified as keyword arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001549
Georg Brandl116aa622007-08-15 14:28:22 +00001550 *key* specifies a function of one argument that is used to extract a comparison
Wolfgang Maier6bdb6f72018-10-15 21:06:53 +02001551 key from each element in *iterable* (for example, ``key=str.lower``). The
1552 default value is ``None`` (compare the elements directly).
Georg Brandl116aa622007-08-15 14:28:22 +00001553
1554 *reverse* is a boolean value. If set to ``True``, then the list elements are
1555 sorted as if each comparison were reversed.
1556
Benjamin Peterson7ac98ae2010-08-17 17:52:02 +00001557 Use :func:`functools.cmp_to_key` to convert an old-style *cmp* function to a
1558 *key* function.
Georg Brandl116aa622007-08-15 14:28:22 +00001559
Ezio Melotti9b1e92f2014-10-28 12:57:11 +01001560 The built-in :func:`sorted` function is guaranteed to be stable. A sort is
1561 stable if it guarantees not to change the relative order of elements that
1562 compare equal --- this is helpful for sorting in multiple passes (for
1563 example, sort by department, then by salary grade).
1564
Senthil Kumarand03d1d42016-01-01 23:25:58 -08001565 For sorting examples and a brief sorting tutorial, see :ref:`sortinghowto`.
Raymond Hettinger46fca072010-04-02 00:25:45 +00001566
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001567.. decorator:: staticmethod
Georg Brandl116aa622007-08-15 14:28:22 +00001568
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001569 Transform a method into a static method.
Georg Brandl116aa622007-08-15 14:28:22 +00001570
1571 A static method does not receive an implicit first argument. To declare a static
1572 method, use this idiom::
1573
1574 class C:
1575 @staticmethod
1576 def f(arg1, arg2, ...): ...
1577
Andre Delfino548cb602019-03-25 19:53:43 -03001578 The ``@staticmethod`` form is a function :term:`decorator` -- see
1579 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +00001580
Andre Delfino548cb602019-03-25 19:53:43 -03001581 A static method can be called either on the class (such as ``C.f()``) or on an instance (such
1582 as ``C().f()``).
Georg Brandl116aa622007-08-15 14:28:22 +00001583
Raymond Hettinger90289282011-06-01 16:17:23 -07001584 Static methods in Python are similar to those found in Java or C++. Also see
1585 :func:`classmethod` for a variant that is useful for creating alternate class
1586 constructors.
Georg Brandl116aa622007-08-15 14:28:22 +00001587
Éric Araujo03b95372017-10-12 12:28:55 -04001588 Like all decorators, it is also possible to call ``staticmethod`` as
1589 a regular function and do something with its result. This is needed
1590 in some cases where you need a reference to a function from a class
1591 body and you want to avoid the automatic transformation to instance
cocoatomo2a3260b2018-01-29 17:30:48 +09001592 method. For these cases, use this idiom::
Éric Araujo03b95372017-10-12 12:28:55 -04001593
1594 class C:
1595 builtin_open = staticmethod(open)
1596
Andre Delfino548cb602019-03-25 19:53:43 -03001597 For more information on static methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +00001598
Chris Jerdonek5fae0e52012-11-20 17:45:51 -08001599
Éric Araujo03b95372017-10-12 12:28:55 -04001600.. index::
1601 single: string; str() (built-in function)
Georg Brandl116aa622007-08-15 14:28:22 +00001602
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001603.. _func-str:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001604.. class:: str(object='')
1605 str(object=b'', encoding='utf-8', errors='strict')
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001606 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001607
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001608 Return a :class:`str` version of *object*. See :func:`str` for details.
Georg Brandl48310cd2009-01-03 21:18:54 +00001609
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001610 ``str`` is the built-in string :term:`class`. For general information
1611 about strings, see :ref:`textseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001612
1613
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001614.. function:: sum(iterable, /, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +00001615
1616 Sums *start* and the items of an *iterable* from left to right and returns the
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001617 total. The *iterable*'s items are normally numbers, and the start value is not
1618 allowed to be a string.
Georg Brandl116aa622007-08-15 14:28:22 +00001619
Éric Araujo8f9626b2010-11-06 06:30:16 +00001620 For some use cases, there are good alternatives to :func:`sum`.
Raymond Hettingerb3737992010-10-31 21:23:24 +00001621 The preferred, fast way to concatenate a sequence of strings is by calling
1622 ``''.join(sequence)``. To add floating point values with extended precision,
1623 see :func:`math.fsum`\. To concatenate a series of iterables, consider using
1624 :func:`itertools.chain`.
Georg Brandl116aa622007-08-15 14:28:22 +00001625
Raymond Hettinger9dfa0fe2018-09-12 10:54:06 -07001626 .. versionchanged:: 3.8
1627 The *start* parameter can be specified as a keyword argument.
1628
Mark Summerfield1041f742008-02-26 13:27:00 +00001629.. function:: super([type[, object-or-type]])
Georg Brandl116aa622007-08-15 14:28:22 +00001630
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001631 Return a proxy object that delegates method calls to a parent or sibling
1632 class of *type*. This is useful for accessing inherited methods that have
Raymond Hettingercd81f052019-08-29 00:44:02 -07001633 been overridden in a class.
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001634
Raymond Hettingercd81f052019-08-29 00:44:02 -07001635 The *object-or-type* determines the :term:`method resolution order`
1636 to be searched. The search starts from the class right after the
1637 *type*.
1638
1639 For example, if :attr:`~class.__mro__` of *object-or-type* is
1640 ``D -> B -> C -> A -> object`` and the value of *type* is ``B``,
1641 then :func:`super` searches ``C -> A -> object``.
1642
1643 The :attr:`~class.__mro__` attribute of the *object-or-type* lists the method
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001644 resolution search order used by both :func:`getattr` and :func:`super`. The
1645 attribute is dynamic and can change whenever the inheritance hierarchy is
1646 updated.
Benjamin Peterson3e4f0552008-09-02 00:31:15 +00001647
Raymond Hettinger79d04342009-02-25 00:32:51 +00001648 If the second argument is omitted, the super object returned is unbound. If
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001649 the second argument is an object, ``isinstance(obj, type)`` must be true. If
Benjamin Petersond75fcb42009-02-19 04:22:03 +00001650 the second argument is a type, ``issubclass(type2, type)`` must be true (this
1651 is useful for classmethods).
Georg Brandl116aa622007-08-15 14:28:22 +00001652
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001653 There are two typical use cases for *super*. In a class hierarchy with
1654 single inheritance, *super* can be used to refer to parent classes without
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001655 naming them explicitly, thus making the code more maintainable. This use
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001656 closely parallels the use of *super* in other programming languages.
Georg Brandl48310cd2009-01-03 21:18:54 +00001657
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001658 The second use case is to support cooperative multiple inheritance in a
Georg Brandl48310cd2009-01-03 21:18:54 +00001659 dynamic execution environment. This use case is unique to Python and is
1660 not found in statically compiled languages or languages that only support
Raymond Hettingerd1258452009-02-26 00:27:18 +00001661 single inheritance. This makes it possible to implement "diamond diagrams"
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001662 where multiple base classes implement the same method. Good design dictates
1663 that this method have the same calling signature in every case (because the
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001664 order of calls is determined at runtime, because that order adapts
1665 to changes in the class hierarchy, and because that order can include
1666 sibling classes that are unknown prior to runtime).
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001667
1668 For both use cases, a typical superclass call looks like this::
Georg Brandl116aa622007-08-15 14:28:22 +00001669
1670 class C(B):
Mark Summerfield1041f742008-02-26 13:27:00 +00001671 def method(self, arg):
Georg Brandl036490d2009-05-17 13:00:36 +00001672 super().method(arg) # This does the same thing as:
1673 # super(C, self).method(arg)
Georg Brandl116aa622007-08-15 14:28:22 +00001674
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001675 In addition to method lookups, :func:`super` also works for attribute
Géry Ogamd6727912019-11-21 03:10:19 +01001676 lookups. One possible use case for this is calling :term:`descriptors <descriptor>`
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001677 in a parent or sibling class.
1678
Georg Brandl116aa622007-08-15 14:28:22 +00001679 Note that :func:`super` is implemented as part of the binding process for
Mark Summerfield1041f742008-02-26 13:27:00 +00001680 explicit dotted attribute lookups such as ``super().__getitem__(name)``.
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001681 It does so by implementing its own :meth:`__getattribute__` method for searching
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001682 classes in a predictable order that supports cooperative multiple inheritance.
Georg Brandl116aa622007-08-15 14:28:22 +00001683 Accordingly, :func:`super` is undefined for implicit lookups using statements or
Raymond Hettinger518d8da2008-12-06 11:44:00 +00001684 operators such as ``super()[name]``.
1685
Nick Coghlan7fc570a2012-05-20 02:34:13 +10001686 Also note that, aside from the zero argument form, :func:`super` is not
1687 limited to use inside methods. The two argument form specifies the
1688 arguments exactly and makes the appropriate references. The zero
1689 argument form only works inside a class definition, as the compiler fills
1690 in the necessary details to correctly retrieve the class being defined,
1691 as well as accessing the current instance for ordinary methods.
Georg Brandl116aa622007-08-15 14:28:22 +00001692
Raymond Hettinger90289282011-06-01 16:17:23 -07001693 For practical suggestions on how to design cooperative classes using
1694 :func:`super`, see `guide to using super()
Georg Brandl5d941342016-02-26 19:37:12 +01001695 <https://rhettinger.wordpress.com/2011/05/26/super-considered-super/>`_.
Raymond Hettinger90289282011-06-01 16:17:23 -07001696
Georg Brandl116aa622007-08-15 14:28:22 +00001697
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001698.. _func-tuple:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001699.. class:: tuple([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001700 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001701
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001702 Rather than being a function, :class:`tuple` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001703 sequence type, as documented in :ref:`typesseq-tuple` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001704
1705
Georg Brandleb7e8f62014-10-06 13:54:36 +02001706.. class:: type(object)
1707 type(name, bases, dict)
Georg Brandl116aa622007-08-15 14:28:22 +00001708
1709 .. index:: object: type
1710
Ezio Melotti837cd062012-10-24 23:06:25 +03001711 With one argument, return the type of an *object*. The return value is a
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001712 type object and generally the same object as returned by
1713 :attr:`object.__class__ <instance.__class__>`.
Georg Brandl116aa622007-08-15 14:28:22 +00001714
Georg Brandl85eb8c12007-08-31 16:33:38 +00001715 The :func:`isinstance` built-in function is recommended for testing the type
1716 of an object, because it takes subclasses into account.
1717
Georg Brandl116aa622007-08-15 14:28:22 +00001718
Ezio Melotti837cd062012-10-24 23:06:25 +03001719 With three arguments, return a new type object. This is essentially a
Борис Верховский644d5282021-01-22 00:47:23 -05001720 dynamic form of the :keyword:`class` statement. The *name* string is
1721 the class name and becomes the :attr:`~definition.__name__` attribute.
1722 The *bases* tuple contains the base classes and becomes the
1723 :attr:`~class.__bases__` attribute; if empty, :class:`object`, the
1724 ultimate base of all classes, is added. The *dict* dictionary contains
1725 attribute and method definitions for the class body; it may be copied
1726 or wrapped before becoming the :attr:`~object.__dict__` attribute.
1727 The following two statements create identical :class:`type` objects:
Georg Brandl116aa622007-08-15 14:28:22 +00001728
Éric Araujo28053fb2010-11-22 03:09:19 +00001729 >>> class X:
Georg Brandl116aa622007-08-15 14:28:22 +00001730 ... a = 1
Georg Brandl48310cd2009-01-03 21:18:54 +00001731 ...
Борис Верховский644d5282021-01-22 00:47:23 -05001732 >>> X = type('X', (), dict(a=1))
Georg Brandl116aa622007-08-15 14:28:22 +00001733
Chris Jerdonek006d9072012-10-12 20:28:26 -07001734 See also :ref:`bltin-type-objects`.
1735
Berker Peksag3f015a62016-08-19 11:04:07 +03001736 .. versionchanged:: 3.6
1737 Subclasses of :class:`type` which don't override ``type.__new__`` may no
1738 longer use the one-argument form to get the type of an object.
Georg Brandl116aa622007-08-15 14:28:22 +00001739
1740.. function:: vars([object])
1741
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001742 Return the :attr:`~object.__dict__` attribute for a module, class, instance,
Martin Panterbae5d812016-06-18 03:57:31 +00001743 or any other object with a :attr:`~object.__dict__` attribute.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +00001744
Martin Panterbae5d812016-06-18 03:57:31 +00001745 Objects such as modules and instances have an updateable :attr:`~object.__dict__`
Raymond Hettingerd7100172013-06-02 10:03:05 -07001746 attribute; however, other objects may have write restrictions on their
Martin Panterbae5d812016-06-18 03:57:31 +00001747 :attr:`~object.__dict__` attributes (for example, classes use a
Berker Peksag37e87e62016-06-24 09:12:01 +03001748 :class:`types.MappingProxyType` to prevent direct dictionary updates).
Georg Brandl116aa622007-08-15 14:28:22 +00001749
Raymond Hettingerd7100172013-06-02 10:03:05 -07001750 Without an argument, :func:`vars` acts like :func:`locals`. Note, the
1751 locals dictionary is only useful for reads since updates to the locals
1752 dictionary are ignored.
1753
Andre Delfino802726a2020-08-21 19:29:34 -03001754 A :exc:`TypeError` exception is raised if an object is specified but
1755 it doesn't have a :attr:`~object.__dict__` attribute (for example, if
1756 its class defines the :attr:`~object.__slots__` attribute).
Georg Brandl116aa622007-08-15 14:28:22 +00001757
Ram Rachum59cf8532020-06-19 23:39:22 +03001758.. function:: zip(*iterables, strict=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001759
Ram Rachum59cf8532020-06-19 23:39:22 +03001760 Iterate over several iterables in parallel, producing tuples with an item
1761 from each one.
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001762
Ram Rachum59cf8532020-06-19 23:39:22 +03001763 Example::
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001764
Ram Rachum59cf8532020-06-19 23:39:22 +03001765 >>> for item in zip([1, 2, 3], ['sugar', 'spice', 'everything nice']):
1766 ... print(item)
1767 ...
1768 (1, 'sugar')
1769 (2, 'spice')
1770 (3, 'everything nice')
Georg Brandl116aa622007-08-15 14:28:22 +00001771
Ram Rachum59cf8532020-06-19 23:39:22 +03001772 More formally: :func:`zip` returns an iterator of tuples, where the *i*-th
1773 tuple contains the *i*-th element from each of the argument iterables.
Christian Heimes1af737c2008-01-23 08:24:23 +00001774
Ram Rachum59cf8532020-06-19 23:39:22 +03001775 Another way to think of :func:`zip` is that it turns rows into columns, and
1776 columns into rows. This is similar to `transposing a matrix
1777 <https://en.wikipedia.org/wiki/Transpose>`_.
Georg Brandl116aa622007-08-15 14:28:22 +00001778
Ram Rachum59cf8532020-06-19 23:39:22 +03001779 :func:`zip` is lazy: The elements won't be processed until the iterable is
1780 iterated on, e.g. by a :keyword:`!for` loop or by wrapping in a
1781 :class:`list`.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001782
Ram Rachum59cf8532020-06-19 23:39:22 +03001783 One thing to consider is that the iterables passed to :func:`zip` could have
1784 different lengths; sometimes by design, and sometimes because of a bug in
1785 the code that prepared these iterables. Python offers three different
1786 approaches to dealing with this issue:
1787
1788 * By default, :func:`zip` stops when the shortest iterable is exhausted.
1789 It will ignore the remaining items in the longer iterables, cutting off
1790 the result to the length of the shortest iterable::
1791
1792 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum']))
1793 [(0, 'fee'), (1, 'fi'), (2, 'fo')]
1794
1795 * :func:`zip` is often used in cases where the iterables are assumed to be
1796 of equal length. In such cases, it's recommended to use the ``strict=True``
1797 option. Its output is the same as regular :func:`zip`::
1798
1799 >>> list(zip(('a', 'b', 'c'), (1, 2, 3), strict=True))
1800 [('a', 1), ('b', 2), ('c', 3)]
1801
1802 Unlike the default behavior, it checks that the lengths of iterables are
1803 identical, raising a :exc:`ValueError` if they aren't:
1804
1805 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum'], strict=True))
1806 Traceback (most recent call last):
1807 ...
1808 ValueError: zip() argument 2 is longer than argument 1
1809
1810 Without the ``strict=True`` argument, any bug that results in iterables of
Ram Rachum77ed29b2020-06-26 00:50:37 +03001811 different lengths will be silenced, possibly manifesting as a hard-to-find
Ram Rachum59cf8532020-06-19 23:39:22 +03001812 bug in another part of the program.
1813
1814 * Shorter iterables can be padded with a constant value to make all the
1815 iterables have the same length. This is done by
1816 :func:`itertools.zip_longest`.
1817
1818 Edge cases: With a single iterable argument, :func:`zip` returns an
1819 iterator of 1-tuples. With no arguments, it returns an empty iterator.
1820
1821 Tips and tricks:
1822
1823 * The left-to-right evaluation order of the iterables is guaranteed. This
1824 makes possible an idiom for clustering a data series into n-length groups
1825 using ``zip(*[iter(s)]*n, strict=True)``. This repeats the *same* iterator
1826 ``n`` times so that each output tuple has the result of ``n`` calls to the
1827 iterator. This has the effect of dividing the input into n-length chunks.
1828
1829 * :func:`zip` in conjunction with the ``*`` operator can be used to unzip a
1830 list::
1831
1832 >>> x = [1, 2, 3]
1833 >>> y = [4, 5, 6]
1834 >>> list(zip(x, y))
1835 [(1, 4), (2, 5), (3, 6)]
1836 >>> x2, y2 = zip(*zip(x, y))
1837 >>> x == list(x2) and y == list(y2)
1838 True
1839
1840 .. versionchanged:: 3.10
1841 Added the ``strict`` argument.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001842
Georg Brandl2ee470f2008-07-16 12:55:28 +00001843
Brett Cannoncb4996a2012-08-06 16:34:44 -04001844.. function:: __import__(name, globals=None, locals=None, fromlist=(), level=0)
Georg Brandl48367812008-12-05 15:55:41 +00001845
1846 .. index::
1847 statement: import
1848 module: imp
1849
1850 .. note::
1851
1852 This is an advanced function that is not needed in everyday Python
Éric Araujoe801aa22011-07-29 17:50:58 +02001853 programming, unlike :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001854
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001855 This function is invoked by the :keyword:`import` statement. It can be
1856 replaced (by importing the :mod:`builtins` module and assigning to
1857 ``builtins.__import__``) in order to change semantics of the
Serhiy Storchaka2b57c432018-12-19 08:09:46 +02001858 :keyword:`!import` statement, but doing so is **strongly** discouraged as it
Brett Cannonf5ebd262013-08-23 10:58:49 -04001859 is usually simpler to use import hooks (see :pep:`302`) to attain the same
1860 goals and does not cause issues with code which assumes the default import
1861 implementation is in use. Direct use of :func:`__import__` is also
1862 discouraged in favor of :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001863
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001864 The function imports the module *name*, potentially using the given *globals*
1865 and *locals* to determine how to interpret the name in a package context.
1866 The *fromlist* gives the names of objects or submodules that should be
1867 imported from the module given by *name*. The standard implementation does
1868 not use its *locals* argument at all, and uses its *globals* only to
1869 determine the package context of the :keyword:`import` statement.
1870
Brett Cannon2b9fd472009-03-15 02:18:41 +00001871 *level* specifies whether to use absolute or relative imports. ``0`` (the
1872 default) means only perform absolute imports. Positive values for
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001873 *level* indicate the number of parent directories to search relative to the
Brett Cannon2a082ad2012-04-14 21:58:33 -04001874 directory of the module calling :func:`__import__` (see :pep:`328` for the
1875 details).
Georg Brandl48367812008-12-05 15:55:41 +00001876
1877 When the *name* variable is of the form ``package.module``, normally, the
1878 top-level package (the name up till the first dot) is returned, *not* the
1879 module named by *name*. However, when a non-empty *fromlist* argument is
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001880 given, the module named by *name* is returned.
Georg Brandl48367812008-12-05 15:55:41 +00001881
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001882 For example, the statement ``import spam`` results in bytecode resembling the
1883 following code::
Georg Brandl48310cd2009-01-03 21:18:54 +00001884
Brett Cannon2b9fd472009-03-15 02:18:41 +00001885 spam = __import__('spam', globals(), locals(), [], 0)
Georg Brandl48367812008-12-05 15:55:41 +00001886
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001887 The statement ``import spam.ham`` results in this call::
Georg Brandl48367812008-12-05 15:55:41 +00001888
Brett Cannon2b9fd472009-03-15 02:18:41 +00001889 spam = __import__('spam.ham', globals(), locals(), [], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001890
1891 Note how :func:`__import__` returns the toplevel module here because this is
1892 the object that is bound to a name by the :keyword:`import` statement.
1893
1894 On the other hand, the statement ``from spam.ham import eggs, sausage as
1895 saus`` results in ::
1896
Brett Cannon2b9fd472009-03-15 02:18:41 +00001897 _temp = __import__('spam.ham', globals(), locals(), ['eggs', 'sausage'], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001898 eggs = _temp.eggs
1899 saus = _temp.sausage
1900
1901 Here, the ``spam.ham`` module is returned from :func:`__import__`. From this
1902 object, the names to import are retrieved and assigned to their respective
1903 names.
1904
1905 If you simply want to import a module (potentially within a package) by name,
Éric Araujoe801aa22011-07-29 17:50:58 +02001906 use :func:`importlib.import_module`.
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001907
Brett Cannon73df3642012-07-30 18:35:17 -04001908 .. versionchanged:: 3.3
Brett Cannon222d4732012-08-05 20:49:53 -04001909 Negative values for *level* are no longer supported (which also changes
1910 the default value to 0).
Brett Cannon73df3642012-07-30 18:35:17 -04001911
idomicfc72ab62020-03-09 07:57:53 -04001912 .. versionchanged:: 3.9
1913 When the command line options :option:`-E` or :option:`-I` are being used,
1914 the environment variable :envvar:`PYTHONCASEOK` is now ignored.
Georg Brandl48367812008-12-05 15:55:41 +00001915
Georg Brandl116aa622007-08-15 14:28:22 +00001916.. rubric:: Footnotes
1917
Georg Brandl47f27a32009-03-31 16:57:13 +00001918.. [#] Note that the parser only accepts the Unix-style end of line convention.
1919 If you are reading the code from a file, make sure to use newline conversion
1920 mode to convert Windows or Mac-style newlines.