blob: a8a4ca42007c636dcb80c04e31b5e18256e4b5cf [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
Raymond Hettinger610a4822019-08-06 17:56:22 -0700481 inserted under that key before *expression* is parsed. This means that
482 *expression* normally has full access to the standard :mod:`builtins`
483 module and restricted environments are propagated. If the *locals*
484 dictionary is omitted it defaults to the *globals* dictionary. If both
485 dictionaries are omitted, the expression is executed with the *globals* and
486 *locals* in the environment where :func:`eval` is called. Note, *eval()*
Géry Ogamd6727912019-11-21 03:10:19 +0100487 does not have access to the :term:`nested scopes <nested scope>` (non-locals) in the
Raymond Hettinger610a4822019-08-06 17:56:22 -0700488 enclosing environment.
489
490 The return value is the result of
Christian Heimesfe337bf2008-03-23 21:54:12 +0000491 the evaluated expression. Syntax errors are reported as exceptions. Example:
Georg Brandl116aa622007-08-15 14:28:22 +0000492
493 >>> x = 1
Georg Brandl6911e3c2007-09-04 07:15:32 +0000494 >>> eval('x+1')
Georg Brandl116aa622007-08-15 14:28:22 +0000495 2
496
Benjamin Peterson3e4f0552008-09-02 00:31:15 +0000497 This function can also be used to execute arbitrary code objects (such as
498 those created by :func:`compile`). In this case pass a code object instead
499 of a string. If the code object has been compiled with ``'exec'`` as the
Georg Brandl1f70cdf2010-03-21 09:04:24 +0000500 *mode* argument, :func:`eval`\'s return value will be ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000501
502 Hints: dynamic execution of statements is supported by the :func:`exec`
503 function. The :func:`globals` and :func:`locals` functions
504 returns the current global and local dictionary, respectively, which may be
505 useful to pass around for use by :func:`eval` or :func:`exec`.
506
Batuhan Taskayae799aa82020-10-04 03:46:44 +0300507 If the given source is a string, then leading and trailing spaces and tabs
508 are stripped.
509
Georg Brandl05bfcc52010-07-11 09:42:10 +0000510 See :func:`ast.literal_eval` for a function that can safely evaluate strings
511 with expressions containing only literals.
512
Steve Dower44f91c32019-06-27 10:47:59 -0700513 .. audit-event:: exec code_object eval
Steve Dowerb82e17e2019-05-23 08:45:22 -0700514
Steve Dower60419a72019-06-24 08:42:54 -0700515 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
516 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700517
Berker Peksag3410af42014-07-04 15:06:45 +0300518.. index:: builtin: exec
Georg Brandl116aa622007-08-15 14:28:22 +0000519
520.. function:: exec(object[, globals[, locals]])
521
Benjamin Petersond3013ff2008-11-11 21:43:42 +0000522 This function supports dynamic execution of Python code. *object* must be
523 either a string or a code object. If it is a string, the string is parsed as
524 a suite of Python statements which is then executed (unless a syntax error
Georg Brandl47f27a32009-03-31 16:57:13 +0000525 occurs). [#]_ If it is a code object, it is simply executed. In all cases,
526 the code that's executed is expected to be valid as file input (see the
527 section "File input" in the Reference Manual). Be aware that the
528 :keyword:`return` and :keyword:`yield` statements may not be used outside of
529 function definitions even within the context of code passed to the
530 :func:`exec` function. The return value is ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000531
532 In all cases, if the optional parts are omitted, the code is executed in the
Anthony Shaw059b9ea2019-06-02 01:51:58 +1000533 current scope. If only *globals* is provided, it must be a dictionary
534 (and not a subclass of dictionary), which
Georg Brandl116aa622007-08-15 14:28:22 +0000535 will be used for both the global and the local variables. If *globals* and
536 *locals* are given, they are used for the global and local variables,
Terry Jan Reedy83efd6c2012-07-08 17:36:14 -0400537 respectively. If provided, *locals* can be any mapping object. Remember
538 that at module level, globals and locals are the same dictionary. If exec
539 gets two separate objects as *globals* and *locals*, the code will be
540 executed as if it were embedded in a class definition.
Georg Brandl116aa622007-08-15 14:28:22 +0000541
542 If the *globals* dictionary does not contain a value for the key
543 ``__builtins__``, a reference to the dictionary of the built-in module
Georg Brandl1a3284e2007-12-02 09:40:06 +0000544 :mod:`builtins` is inserted under that key. That way you can control what
Georg Brandl116aa622007-08-15 14:28:22 +0000545 builtins are available to the executed code by inserting your own
546 ``__builtins__`` dictionary into *globals* before passing it to :func:`exec`.
547
Steve Dower44f91c32019-06-27 10:47:59 -0700548 .. audit-event:: exec code_object exec
Steve Dowerb82e17e2019-05-23 08:45:22 -0700549
Steve Dower60419a72019-06-24 08:42:54 -0700550 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
551 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700552
Georg Brandl116aa622007-08-15 14:28:22 +0000553 .. note::
554
555 The built-in functions :func:`globals` and :func:`locals` return the current
556 global and local dictionary, respectively, which may be useful to pass around
557 for use as the second and third argument to :func:`exec`.
558
Georg Brandle720c0a2009-04-27 16:20:50 +0000559 .. note::
Georg Brandl116aa622007-08-15 14:28:22 +0000560
561 The default *locals* act as described for function :func:`locals` below:
Georg Brandlf6945182008-02-01 11:56:49 +0000562 modifications to the default *locals* dictionary should not be attempted.
563 Pass an explicit *locals* dictionary if you need to see effects of the
564 code on *locals* after function :func:`exec` returns.
Georg Brandl116aa622007-08-15 14:28:22 +0000565
566
567.. function:: filter(function, iterable)
568
Georg Brandl952aea22007-09-04 17:50:40 +0000569 Construct an iterator from those elements of *iterable* for which *function*
570 returns true. *iterable* may be either a sequence, a container which
Georg Brandl9afde1c2007-11-01 20:32:30 +0000571 supports iteration, or an iterator. If *function* is ``None``, the identity
572 function is assumed, that is, all elements of *iterable* that are false are
573 removed.
Georg Brandl116aa622007-08-15 14:28:22 +0000574
Georg Brandl952aea22007-09-04 17:50:40 +0000575 Note that ``filter(function, iterable)`` is equivalent to the generator
576 expression ``(item for item in iterable if function(item))`` if function is
577 not ``None`` and ``(item for item in iterable if item)`` if function is
578 ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000579
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000580 See :func:`itertools.filterfalse` for the complementary function that returns
581 elements of *iterable* for which *function* returns false.
582
Georg Brandl116aa622007-08-15 14:28:22 +0000583
Georg Brandleb7e8f62014-10-06 13:54:36 +0200584.. class:: float([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000585
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000586 .. index::
587 single: NaN
588 single: Infinity
Georg Brandl116aa622007-08-15 14:28:22 +0000589
Georg Brandleb7e8f62014-10-06 13:54:36 +0200590 Return a floating point number constructed from a number or string *x*.
Georg Brandl116aa622007-08-15 14:28:22 +0000591
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000592 If the argument is a string, it should contain a decimal number, optionally
593 preceded by a sign, and optionally embedded in whitespace. The optional
594 sign may be ``'+'`` or ``'-'``; a ``'+'`` sign has no effect on the value
595 produced. The argument may also be a string representing a NaN
596 (not-a-number), or a positive or negative infinity. More precisely, the
597 input must conform to the following grammar after leading and trailing
598 whitespace characters are removed:
Georg Brandl116aa622007-08-15 14:28:22 +0000599
Victor Stinner8af239e2020-09-18 09:10:15 +0200600 .. productionlist:: float
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000601 sign: "+" | "-"
602 infinity: "Infinity" | "inf"
603 nan: "nan"
Georg Brandl46402372010-12-04 19:06:18 +0000604 numeric_value: `floatnumber` | `infinity` | `nan`
605 numeric_string: [`sign`] `numeric_value`
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000606
607 Here ``floatnumber`` is the form of a Python floating-point literal,
608 described in :ref:`floating`. Case is not significant, so, for example,
609 "inf", "Inf", "INFINITY" and "iNfINity" are all acceptable spellings for
610 positive infinity.
611
612 Otherwise, if the argument is an integer or a floating point number, a
613 floating point number with the same value (within Python's floating point
614 precision) is returned. If the argument is outside the range of a Python
615 float, an :exc:`OverflowError` will be raised.
616
617 For a general Python object ``x``, ``float(x)`` delegates to
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300618 ``x.__float__()``. If ``__float__()`` is not defined then it falls back
619 to :meth:`__index__`.
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000620
621 If no argument is given, ``0.0`` is returned.
622
623 Examples::
624
625 >>> float('+1.23')
626 1.23
627 >>> float(' -12345\n')
628 -12345.0
629 >>> float('1e-003')
630 0.001
631 >>> float('+1E6')
632 1000000.0
633 >>> float('-Infinity')
634 -inf
Georg Brandl116aa622007-08-15 14:28:22 +0000635
636 The float type is described in :ref:`typesnumeric`.
637
Brett Cannona721aba2016-09-09 14:57:09 -0700638 .. versionchanged:: 3.6
639 Grouping digits with underscores as in code literals is allowed.
Chris Jerdonekbb4e9412012-11-28 01:38:40 -0800640
Louis Sautier3fe89da2018-08-27 12:45:26 +0200641 .. versionchanged:: 3.7
642 *x* is now a positional-only parameter.
643
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300644 .. versionchanged:: 3.8
645 Falls back to :meth:`__index__` if :meth:`__float__` is not defined.
646
Éric Araujo9edd9f02011-09-01 23:08:55 +0200647
Brett Cannona721aba2016-09-09 14:57:09 -0700648.. index::
649 single: __format__
650 single: string; format() (built-in function)
651
Georg Brandl4b491312007-08-31 09:22:56 +0000652.. function:: format(value[, format_spec])
653
Georg Brandl5579ba92009-02-23 10:24:05 +0000654 Convert a *value* to a "formatted" representation, as controlled by
655 *format_spec*. The interpretation of *format_spec* will depend on the type
656 of the *value* argument, however there is a standard formatting syntax that
657 is used by most built-in types: :ref:`formatspec`.
Georg Brandl48310cd2009-01-03 21:18:54 +0000658
Raymond Hettinger30439b22011-05-11 10:47:27 -0700659 The default *format_spec* is an empty string which usually gives the same
Chris Jerdonek5fae0e52012-11-20 17:45:51 -0800660 effect as calling :func:`str(value) <str>`.
Georg Brandl4b491312007-08-31 09:22:56 +0000661
Raymond Hettinger30439b22011-05-11 10:47:27 -0700662 A call to ``format(value, format_spec)`` is translated to
Georg Brandle4196d32014-10-31 09:41:46 +0100663 ``type(value).__format__(value, format_spec)`` which bypasses the instance
Raymond Hettinger30439b22011-05-11 10:47:27 -0700664 dictionary when searching for the value's :meth:`__format__` method. A
Larry Hastings3732ed22014-03-15 21:13:56 -0700665 :exc:`TypeError` exception is raised if the method search reaches
666 :mod:`object` and the *format_spec* is non-empty, or if either the
667 *format_spec* or the return value are not strings.
Georg Brandl4b491312007-08-31 09:22:56 +0000668
Larry Hastings3732ed22014-03-15 21:13:56 -0700669 .. versionchanged:: 3.4
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200670 ``object().__format__(format_spec)`` raises :exc:`TypeError`
Larry Hastings3732ed22014-03-15 21:13:56 -0700671 if *format_spec* is not an empty string.
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200672
Éric Araujo9edd9f02011-09-01 23:08:55 +0200673
674.. _func-frozenset:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200675.. class:: frozenset([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +0000676 :noindex:
677
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800678 Return a new :class:`frozenset` object, optionally with elements taken from
679 *iterable*. ``frozenset`` is a built-in class. See :class:`frozenset` and
680 :ref:`types-set` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000681
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800682 For other containers see the built-in :class:`set`, :class:`list`,
683 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
684 module.
Georg Brandl116aa622007-08-15 14:28:22 +0000685
Georg Brandl116aa622007-08-15 14:28:22 +0000686
687.. function:: getattr(object, name[, default])
688
Georg Brandl8e4ddcf2010-10-16 18:51:05 +0000689 Return the value of the named attribute of *object*. *name* must be a string.
Georg Brandl116aa622007-08-15 14:28:22 +0000690 If the string is the name of one of the object's attributes, the result is the
691 value of that attribute. For example, ``getattr(x, 'foobar')`` is equivalent to
692 ``x.foobar``. If the named attribute does not exist, *default* is returned if
693 provided, otherwise :exc:`AttributeError` is raised.
694
695
696.. function:: globals()
697
698 Return a dictionary representing the current global symbol table. This is always
699 the dictionary of the current module (inside a function or method, this is the
700 module where it is defined, not the module from which it is called).
701
702
703.. function:: hasattr(object, name)
704
Benjamin Peterson17689992010-08-24 03:26:23 +0000705 The arguments are an object and a string. The result is ``True`` if the
706 string is the name of one of the object's attributes, ``False`` if not. (This
707 is implemented by calling ``getattr(object, name)`` and seeing whether it
708 raises an :exc:`AttributeError` or not.)
Georg Brandl116aa622007-08-15 14:28:22 +0000709
710
711.. function:: hash(object)
712
Barry Warsaw224a5992013-07-15 14:47:29 -0400713 Return the hash value of the object (if it has one). Hash values are
714 integers. They are used to quickly compare dictionary keys during a
715 dictionary lookup. Numeric values that compare equal have the same hash
716 value (even if they are of different types, as is the case for 1 and 1.0).
Georg Brandl116aa622007-08-15 14:28:22 +0000717
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300718 .. note::
Barry Warsaw224a5992013-07-15 14:47:29 -0400719
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300720 For objects with custom :meth:`__hash__` methods, note that :func:`hash`
721 truncates the return value based on the bit width of the host machine.
722 See :meth:`__hash__` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000723
724.. function:: help([object])
725
726 Invoke the built-in help system. (This function is intended for interactive
727 use.) If no argument is given, the interactive help system starts on the
728 interpreter console. If the argument is a string, then the string is looked up
729 as the name of a module, function, class, method, keyword, or documentation
730 topic, and a help page is printed on the console. If the argument is any other
731 kind of object, a help page on the object is generated.
732
Lysandros Nikolaou1aeeaeb2019-03-10 12:30:11 +0100733 Note that if a slash(/) appears in the parameter list of a function, when
734 invoking :func:`help`, it means that the parameters prior to the slash are
735 positional-only. For more info, see
736 :ref:`the FAQ entry on positional-only parameters <faq-positional-only-arguments>`.
737
Christian Heimes9bd667a2008-01-20 15:14:11 +0000738 This function is added to the built-in namespace by the :mod:`site` module.
739
Larry Hastings3732ed22014-03-15 21:13:56 -0700740 .. versionchanged:: 3.4
741 Changes to :mod:`pydoc` and :mod:`inspect` mean that the reported
742 signatures for callables are now more comprehensive and consistent.
743
Georg Brandl116aa622007-08-15 14:28:22 +0000744
745.. function:: hex(x)
746
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300747 Convert an integer number to a lowercase hexadecimal string prefixed with
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300748 "0x". If *x* is not a Python :class:`int` object, it has to define an
749 :meth:`__index__` method that returns an integer. Some examples:
Larry Hastings3732ed22014-03-15 21:13:56 -0700750
751 >>> hex(255)
752 '0xff'
753 >>> hex(-42)
754 '-0x2a'
755
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300756 If you want to convert an integer number to an uppercase or lower hexadecimal
757 string with prefix or not, you can use either of the following ways:
758
759 >>> '%#x' % 255, '%x' % 255, '%X' % 255
760 ('0xff', 'ff', 'FF')
761 >>> format(255, '#x'), format(255, 'x'), format(255, 'X')
762 ('0xff', 'ff', 'FF')
763 >>> f'{255:#x}', f'{255:x}', f'{255:X}'
764 ('0xff', 'ff', 'FF')
765
766 See also :func:`format` for more information.
Larry Hastings3732ed22014-03-15 21:13:56 -0700767
768 See also :func:`int` for converting a hexadecimal string to an
769 integer using a base of 16.
Georg Brandl116aa622007-08-15 14:28:22 +0000770
Mark Dickinson36cea392009-10-03 10:18:40 +0000771 .. note::
772
773 To obtain a hexadecimal string representation for a float, use the
774 :meth:`float.hex` method.
775
Georg Brandl116aa622007-08-15 14:28:22 +0000776
777.. function:: id(object)
778
Georg Brandlba956ae2007-11-29 17:24:34 +0000779 Return the "identity" of an object. This is an integer which
Georg Brandl116aa622007-08-15 14:28:22 +0000780 is guaranteed to be unique and constant for this object during its lifetime.
Georg Brandl495f7b52009-10-27 15:28:25 +0000781 Two objects with non-overlapping lifetimes may have the same :func:`id`
782 value.
783
Éric Araujof33de712011-05-27 04:42:47 +0200784 .. impl-detail:: This is the address of the object in memory.
Georg Brandl116aa622007-08-15 14:28:22 +0000785
Saiyang Gou3f7e9902020-10-20 12:23:15 -0700786 .. audit-event:: builtins.id id id
787
Georg Brandl116aa622007-08-15 14:28:22 +0000788
Georg Brandlc0902982007-09-12 21:29:27 +0000789.. function:: input([prompt])
790
791 If the *prompt* argument is present, it is written to standard output without
792 a trailing newline. The function then reads a line from input, converts it
793 to a string (stripping a trailing newline), and returns that. When EOF is
794 read, :exc:`EOFError` is raised. Example::
795
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300796 >>> s = input('--> ') # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000797 --> Monty Python's Flying Circus
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300798 >>> s # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000799 "Monty Python's Flying Circus"
800
Georg Brandl7b469422007-09-12 21:32:27 +0000801 If the :mod:`readline` module was loaded, then :func:`input` will use it
Georg Brandlc0902982007-09-12 21:29:27 +0000802 to provide elaborate line editing and history features.
803
Steve Dower44f91c32019-06-27 10:47:59 -0700804 .. audit-event:: builtins.input prompt input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700805
Steve Dower60419a72019-06-24 08:42:54 -0700806 Raises an :ref:`auditing event <auditing>` ``builtins.input`` with
Steve Dowerb82e17e2019-05-23 08:45:22 -0700807 argument ``prompt`` before reading input
808
Steve Dower44f91c32019-06-27 10:47:59 -0700809 .. audit-event:: builtins.input/result result input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700810
811 Raises an auditing event ``builtins.input/result`` with the result after
812 successfully reading input.
813
Georg Brandlc0902982007-09-12 21:29:27 +0000814
Louis Sautier3fe89da2018-08-27 12:45:26 +0200815.. class:: int([x])
Georg Brandleb7e8f62014-10-06 13:54:36 +0200816 int(x, base=10)
Georg Brandl116aa622007-08-15 14:28:22 +0000817
Georg Brandleb7e8f62014-10-06 13:54:36 +0200818 Return an integer object constructed from a number or string *x*, or return
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300819 ``0`` if no arguments are given. If *x* defines :meth:`__int__`,
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300820 ``int(x)`` returns ``x.__int__()``. If *x* defines :meth:`__index__`,
821 it returns ``x.__index__()``. If *x* defines :meth:`__trunc__`,
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300822 it returns ``x.__trunc__()``.
823 For floating point numbers, this truncates towards zero.
Chris Jerdonek57491e02012-09-28 00:10:44 -0700824
825 If *x* is not a number or if *base* is given, then *x* must be a string,
826 :class:`bytes`, or :class:`bytearray` instance representing an :ref:`integer
827 literal <integers>` in radix *base*. Optionally, the literal can be
828 preceded by ``+`` or ``-`` (with no space in between) and surrounded by
829 whitespace. A base-n literal consists of the digits 0 to n-1, with ``a``
830 to ``z`` (or ``A`` to ``Z``) having
Serhiy Storchakac7b1a0b2016-11-26 13:43:28 +0200831 values 10 to 35. The default *base* is 10. The allowed values are 0 and 2--36.
Georg Brandl225d3c82008-04-09 18:45:14 +0000832 Base-2, -8, and -16 literals can be optionally prefixed with ``0b``/``0B``,
Georg Brandl1b5ab452009-08-13 07:56:35 +0000833 ``0o``/``0O``, or ``0x``/``0X``, as with integer literals in code. Base 0
834 means to interpret exactly as a code literal, so that the actual base is 2,
Georg Brandl225d3c82008-04-09 18:45:14 +0000835 8, 10, or 16, and so that ``int('010', 0)`` is not legal, while
836 ``int('010')`` is, as well as ``int('010', 8)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000837
838 The integer type is described in :ref:`typesnumeric`.
839
Mark Dickinson07c71362013-01-27 10:17:52 +0000840 .. versionchanged:: 3.4
841 If *base* is not an instance of :class:`int` and the *base* object has a
842 :meth:`base.__index__ <object.__index__>` method, that method is called
843 to obtain an integer for the base. Previous versions used
844 :meth:`base.__int__ <object.__int__>` instead of :meth:`base.__index__
845 <object.__index__>`.
Georg Brandl116aa622007-08-15 14:28:22 +0000846
Brett Cannona721aba2016-09-09 14:57:09 -0700847 .. versionchanged:: 3.6
848 Grouping digits with underscores as in code literals is allowed.
849
Louis Sautier3fe89da2018-08-27 12:45:26 +0200850 .. versionchanged:: 3.7
851 *x* is now a positional-only parameter.
852
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300853 .. versionchanged:: 3.8
854 Falls back to :meth:`__index__` if :meth:`__int__` is not defined.
855
Brett Cannona721aba2016-09-09 14:57:09 -0700856
Georg Brandl116aa622007-08-15 14:28:22 +0000857.. function:: isinstance(object, classinfo)
858
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200859 Return ``True`` if the *object* argument is an instance of the *classinfo*
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200860 argument, or of a (direct, indirect or :term:`virtual <abstract base
861 class>`) subclass thereof. If *object* is not
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200862 an object of the given type, the function always returns ``False``.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400863 If *classinfo* is a tuple of type objects (or recursively, other such
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200864 tuples), return ``True`` if *object* is an instance of any of the types.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400865 If *classinfo* is not a type or tuple of types and such tuples,
Georg Brandl85eb8c12007-08-31 16:33:38 +0000866 a :exc:`TypeError` exception is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000867
Georg Brandl116aa622007-08-15 14:28:22 +0000868
869.. function:: issubclass(class, classinfo)
870
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200871 Return ``True`` if *class* is a subclass (direct, indirect or :term:`virtual
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200872 <abstract base class>`) of *classinfo*. A
Georg Brandl116aa622007-08-15 14:28:22 +0000873 class is considered a subclass of itself. *classinfo* may be a tuple of class
874 objects, in which case every entry in *classinfo* will be checked. In any other
875 case, a :exc:`TypeError` exception is raised.
876
Georg Brandl116aa622007-08-15 14:28:22 +0000877
Georg Brandl036490d2009-05-17 13:00:36 +0000878.. function:: iter(object[, sentinel])
Georg Brandl116aa622007-08-15 14:28:22 +0000879
Georg Brandl036490d2009-05-17 13:00:36 +0000880 Return an :term:`iterator` object. The first argument is interpreted very
881 differently depending on the presence of the second argument. Without a
882 second argument, *object* must be a collection object which supports the
883 iteration protocol (the :meth:`__iter__` method), or it must support the
884 sequence protocol (the :meth:`__getitem__` method with integer arguments
885 starting at ``0``). If it does not support either of those protocols,
886 :exc:`TypeError` is raised. If the second argument, *sentinel*, is given,
887 then *object* must be a callable object. The iterator created in this case
Ezio Melotti7fa82222012-10-12 13:42:08 +0300888 will call *object* with no arguments for each call to its
889 :meth:`~iterator.__next__` method; if the value returned is equal to
890 *sentinel*, :exc:`StopIteration` will be raised, otherwise the value will
891 be returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000892
Chris Jerdonek006d9072012-10-12 20:28:26 -0700893 See also :ref:`typeiter`.
894
Chris Randsd378b1f2018-12-24 06:07:17 +0100895 One useful application of the second form of :func:`iter` is to build a
896 block-reader. For example, reading fixed-width blocks from a binary
897 database file until the end of file is reached::
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000898
Chris Randsd378b1f2018-12-24 06:07:17 +0100899 from functools import partial
900 with open('mydata.db', 'rb') as f:
Cristian Ciupitu11fa0e42019-02-21 09:53:06 +0200901 for block in iter(partial(f.read, 64), b''):
Chris Randsd378b1f2018-12-24 06:07:17 +0100902 process_block(block)
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000903
Georg Brandl116aa622007-08-15 14:28:22 +0000904
905.. function:: len(s)
906
907 Return the length (the number of items) of an object. The argument may be a
Terry Jan Reedyf2fb73f2014-06-16 03:05:37 -0400908 sequence (such as a string, bytes, tuple, list, or range) or a collection
909 (such as a dictionary, set, or frozen set).
Georg Brandl116aa622007-08-15 14:28:22 +0000910
Zac Hatfield-Doddsd7c7add2020-01-12 19:04:14 +1000911 .. impl-detail::
912
913 ``len`` raises :exc:`OverflowError` on lengths larger than
914 :data:`sys.maxsize`, such as :class:`range(2 ** 100) <range>`.
915
Georg Brandl116aa622007-08-15 14:28:22 +0000916
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000917.. _func-list:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200918.. class:: list([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000919 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +0000920
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000921 Rather than being a function, :class:`list` is actually a mutable
Chris Jerdonek006d9072012-10-12 20:28:26 -0700922 sequence type, as documented in :ref:`typesseq-list` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +0000923
Georg Brandl036490d2009-05-17 13:00:36 +0000924
Georg Brandl116aa622007-08-15 14:28:22 +0000925.. function:: locals()
926
927 Update and return a dictionary representing the current local symbol table.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000928 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 +0530929 blocks, but not in class blocks. Note that at the module level, :func:`locals`
930 and :func:`globals` are the same dictionary.
Georg Brandl116aa622007-08-15 14:28:22 +0000931
Georg Brandle720c0a2009-04-27 16:20:50 +0000932 .. note::
Georg Brandl036490d2009-05-17 13:00:36 +0000933 The contents of this dictionary should not be modified; changes may not
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000934 affect the values of local and free variables used by the interpreter.
Georg Brandl116aa622007-08-15 14:28:22 +0000935
936.. function:: map(function, iterable, ...)
937
Georg Brandl952aea22007-09-04 17:50:40 +0000938 Return an iterator that applies *function* to every item of *iterable*,
939 yielding the results. If additional *iterable* arguments are passed,
940 *function* must take that many arguments and is applied to the items from all
Georg Brandlde2b00e2008-05-05 21:04:12 +0000941 iterables in parallel. With multiple iterables, the iterator stops when the
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000942 shortest iterable is exhausted. For cases where the function inputs are
943 already arranged into argument tuples, see :func:`itertools.starmap`\.
Georg Brandlde2b00e2008-05-05 21:04:12 +0000944
Georg Brandl116aa622007-08-15 14:28:22 +0000945
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700946.. function:: max(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300947 max(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000948
Ezio Melottie0add762012-09-14 06:32:35 +0300949 Return the largest item in an iterable or the largest of two or more
950 arguments.
951
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700952 If one positional argument is provided, it should be an :term:`iterable`.
953 The largest item in the iterable is returned. If two or more positional
Raymond Hettingerb30b34c2014-04-03 08:01:22 -0700954 arguments are provided, the largest of the positional arguments is
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700955 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000956
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700957 There are two optional keyword-only arguments. The *key* argument specifies
958 a one-argument ordering function like that used for :meth:`list.sort`. The
959 *default* argument specifies an object to return if the provided iterable is
960 empty. If the iterable is empty and *default* is not provided, a
961 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000962
Georg Brandl682d7e02010-10-06 10:26:05 +0000963 If multiple items are maximal, the function returns the first one
964 encountered. This is consistent with other sort-stability preserving tools
965 such as ``sorted(iterable, key=keyfunc, reverse=True)[0]`` and
Raymond Hettinger476a31e2010-09-14 23:13:42 +0000966 ``heapq.nlargest(1, iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000967
Larry Hastings3732ed22014-03-15 21:13:56 -0700968 .. versionadded:: 3.4
969 The *default* keyword-only argument.
970
Alexander Marshalove22072f2018-07-24 10:58:21 +0700971 .. versionchanged:: 3.8
972 The *key* can be ``None``.
973
Éric Araujo9edd9f02011-09-01 23:08:55 +0200974
975.. _func-memoryview:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -0500976.. class:: memoryview(obj)
Benjamin Peterson6dfcb022008-09-10 21:02:02 +0000977 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000978
Benjamin Peterson1b25b922008-09-09 22:15:27 +0000979 Return a "memory view" object created from the given argument. See
980 :ref:`typememoryview` for more information.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000981
982
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700983.. function:: min(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300984 min(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000985
Ezio Melottie0add762012-09-14 06:32:35 +0300986 Return the smallest item in an iterable or the smallest of two or more
987 arguments.
988
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700989 If one positional argument is provided, it should be an :term:`iterable`.
990 The smallest item in the iterable is returned. If two or more positional
991 arguments are provided, the smallest of the positional arguments is
992 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000993
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700994 There are two optional keyword-only arguments. The *key* argument specifies
995 a one-argument ordering function like that used for :meth:`list.sort`. The
996 *default* argument specifies an object to return if the provided iterable is
997 empty. If the iterable is empty and *default* is not provided, a
998 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000999
Georg Brandl682d7e02010-10-06 10:26:05 +00001000 If multiple items are minimal, the function returns the first one
1001 encountered. This is consistent with other sort-stability preserving tools
1002 such as ``sorted(iterable, key=keyfunc)[0]`` and ``heapq.nsmallest(1,
1003 iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +00001004
Larry Hastings3732ed22014-03-15 21:13:56 -07001005 .. versionadded:: 3.4
1006 The *default* keyword-only argument.
1007
Alexander Marshalove22072f2018-07-24 10:58:21 +07001008 .. versionchanged:: 3.8
1009 The *key* can be ``None``.
1010
Georg Brandldf48b972014-03-24 09:06:18 +01001011
Georg Brandl116aa622007-08-15 14:28:22 +00001012.. function:: next(iterator[, default])
1013
Ezio Melotti7fa82222012-10-12 13:42:08 +03001014 Retrieve the next item from the *iterator* by calling its
1015 :meth:`~iterator.__next__` method. If *default* is given, it is returned
1016 if the iterator is exhausted, otherwise :exc:`StopIteration` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001017
1018
Georg Brandleb7e8f62014-10-06 13:54:36 +02001019.. class:: object()
Georg Brandl116aa622007-08-15 14:28:22 +00001020
Georg Brandl85eb8c12007-08-31 16:33:38 +00001021 Return a new featureless object. :class:`object` is a base for all classes.
Georg Brandl55ac8f02007-09-01 13:51:09 +00001022 It has the methods that are common to all instances of Python classes. This
1023 function does not accept any arguments.
Georg Brandl85eb8c12007-08-31 16:33:38 +00001024
1025 .. note::
1026
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001027 :class:`object` does *not* have a :attr:`~object.__dict__`, so you can't
1028 assign arbitrary attributes to an instance of the :class:`object` class.
Georg Brandl116aa622007-08-15 14:28:22 +00001029
Georg Brandl116aa622007-08-15 14:28:22 +00001030
1031.. function:: oct(x)
1032
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001033 Convert an integer number to an octal string prefixed with "0o". The result
1034 is a valid Python expression. If *x* is not a Python :class:`int` object, it
1035 has to define an :meth:`__index__` method that returns an integer. For
1036 example:
Georg Brandl116aa622007-08-15 14:28:22 +00001037
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001038 >>> oct(8)
1039 '0o10'
1040 >>> oct(-56)
1041 '-0o70'
1042
1043 If you want to convert an integer number to octal string either with prefix
1044 "0o" or not, you can use either of the following ways.
1045
1046 >>> '%#o' % 10, '%o' % 10
1047 ('0o12', '12')
1048 >>> format(10, '#o'), format(10, 'o')
1049 ('0o12', '12')
1050 >>> f'{10:#o}', f'{10:o}'
1051 ('0o12', '12')
1052
1053 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001054
R David Murray9f0c9402012-08-17 20:33:54 -04001055 .. index::
1056 single: file object; open() built-in function
1057
Ross Lagerwall59142db2011-10-31 20:34:46 +02001058.. function:: open(file, mode='r', buffering=-1, encoding=None, errors=None, newline=None, closefd=True, opener=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001059
R David Murray9f0c9402012-08-17 20:33:54 -04001060 Open *file* and return a corresponding :term:`file object`. If the file
Benjamin Kane705f1452020-08-07 19:57:03 -07001061 cannot be opened, an :exc:`OSError` is raised. See
1062 :ref:`tut-files` for more examples of how to use this function.
Georg Brandl48310cd2009-01-03 21:18:54 +00001063
Brett Cannon6fa7aad2016-09-06 15:55:02 -07001064 *file* is a :term:`path-like object` giving the pathname (absolute or
1065 relative to the current working directory) of the file to be opened or an
1066 integer file descriptor of the file to be wrapped. (If a file descriptor is
1067 given, it is closed when the returned I/O object is closed, unless *closefd*
1068 is set to ``False``.)
Georg Brandl116aa622007-08-15 14:28:22 +00001069
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001070 *mode* is an optional string that specifies the mode in which the file is
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001071 opened. It defaults to ``'r'`` which means open for reading in text mode.
1072 Other common values are ``'w'`` for writing (truncating the file if it
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001073 already exists), ``'x'`` for exclusive creation and ``'a'`` for appending
1074 (which on *some* Unix systems, means that *all* writes append to the end of
1075 the file regardless of the current seek position). In text mode, if
Victor Stinnerf86a5e82012-06-05 13:43:22 +02001076 *encoding* is not specified the encoding used is platform dependent:
1077 ``locale.getpreferredencoding(False)`` is called to get the current locale
1078 encoding. (For reading and writing raw bytes use binary mode and leave
1079 *encoding* unspecified.) The available modes are:
Georg Brandl116aa622007-08-15 14:28:22 +00001080
Andrés Delfinoa8ddf852018-06-25 03:06:10 -03001081 .. _filemodes:
1082
1083 .. index::
1084 pair: file; modes
1085
Benjamin Petersondd219122008-04-11 21:17:32 +00001086 ========= ===============================================================
1087 Character Meaning
Georg Brandl44ea77b2013-03-28 13:28:44 +01001088 ========= ===============================================================
Benjamin Petersondd219122008-04-11 21:17:32 +00001089 ``'r'`` open for reading (default)
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001090 ``'w'`` open for writing, truncating the file first
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001091 ``'x'`` open for exclusive creation, failing if the file already exists
Benjamin Petersondd219122008-04-11 21:17:32 +00001092 ``'a'`` open for writing, appending to the end of the file if it exists
Georg Brandl7b6ca4a2009-04-27 06:13:55 +00001093 ``'b'`` binary mode
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001094 ``'t'`` text mode (default)
Andre Delfinoc1d8c1c2019-09-10 10:04:22 -03001095 ``'+'`` open for updating (reading and writing)
Benjamin Petersondd219122008-04-11 21:17:32 +00001096 ========= ===============================================================
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001097
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001098 The default mode is ``'r'`` (open for reading text, synonym of ``'rt'``).
Andre Delfino05184512019-09-10 11:48:05 -03001099 Modes ``'w+'`` and ``'w+b'`` open and truncate the file. Modes ``'r+'``
1100 and ``'r+b'`` open the file with no truncation.
Skip Montanaro1c639602007-09-23 19:49:54 +00001101
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001102 As mentioned in the :ref:`io-overview`, Python distinguishes between binary
1103 and text I/O. Files opened in binary mode (including ``'b'`` in the *mode*
1104 argument) return contents as :class:`bytes` objects without any decoding. In
1105 text mode (the default, or when ``'t'`` is included in the *mode* argument),
1106 the contents of the file are returned as :class:`str`, the bytes having been
1107 first decoded using a platform-dependent encoding or using the specified
1108 *encoding* if given.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001109
Victor Stinner942f7a22020-03-04 18:50:22 +01001110 There is an additional mode character permitted, ``'U'``, which no longer
1111 has any effect, and is considered deprecated. It previously enabled
1112 :term:`universal newlines` in text mode, which became the default behaviour
1113 in Python 3.0. Refer to the documentation of the
1114 :ref:`newline <open-newline-parameter>` parameter for further details.
1115
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001116 .. note::
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001117
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001118 Python doesn't depend on the underlying operating system's notion of text
Ezio Melottie130a522011-10-19 10:58:56 +03001119 files; all the processing is done by Python itself, and is therefore
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001120 platform-independent.
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001121
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001122 *buffering* is an optional integer used to set the buffering policy. Pass 0
1123 to switch buffering off (only allowed in binary mode), 1 to select line
1124 buffering (only usable in text mode), and an integer > 1 to indicate the size
Terry Jan Reedydff04f42013-03-16 15:56:27 -04001125 in bytes of a fixed-size chunk buffer. When no *buffering* argument is
1126 given, the default buffering policy works as follows:
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001127
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001128 * Binary files are buffered in fixed-size chunks; the size of the buffer is
1129 chosen using a heuristic trying to determine the underlying device's "block
1130 size" and falling back on :attr:`io.DEFAULT_BUFFER_SIZE`. On many systems,
1131 the buffer will typically be 4096 or 8192 bytes long.
1132
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001133 * "Interactive" text files (files for which :meth:`~io.IOBase.isatty`
Serhiy Storchakafbc1c262013-11-29 12:17:13 +02001134 returns ``True``) use line buffering. Other text files use the policy
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001135 described above for binary files.
Georg Brandl48310cd2009-01-03 21:18:54 +00001136
Benjamin Petersondd219122008-04-11 21:17:32 +00001137 *encoding* is the name of the encoding used to decode or encode the file.
1138 This should only be used in text mode. The default encoding is platform
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001139 dependent (whatever :func:`locale.getpreferredencoding` returns), but any
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001140 :term:`text encoding` supported by Python
1141 can be used. See the :mod:`codecs` module for
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001142 the list of supported encodings.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001143
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001144 *errors* is an optional string that specifies how encoding and decoding
Martin Panter357ed2e2016-11-21 00:15:20 +00001145 errors are to be handled—this cannot be used in binary mode.
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001146 A variety of standard error handlers are available
1147 (listed under :ref:`error-handlers`), though any
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001148 error handling name that has been registered with
1149 :func:`codecs.register_error` is also valid. The standard names
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001150 include:
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001151
1152 * ``'strict'`` to raise a :exc:`ValueError` exception if there is
1153 an encoding error. The default value of ``None`` has the same
1154 effect.
1155
1156 * ``'ignore'`` ignores errors. Note that ignoring encoding errors
1157 can lead to data loss.
1158
1159 * ``'replace'`` causes a replacement marker (such as ``'?'``) to be inserted
1160 where there is malformed data.
1161
1162 * ``'surrogateescape'`` will represent any incorrect bytes as code
1163 points in the Unicode Private Use Area ranging from U+DC80 to
1164 U+DCFF. These private code points will then be turned back into
1165 the same bytes when the ``surrogateescape`` error handler is used
1166 when writing data. This is useful for processing files in an
1167 unknown encoding.
1168
1169 * ``'xmlcharrefreplace'`` is only supported when writing to a file.
1170 Characters not supported by the encoding are replaced with the
1171 appropriate XML character reference ``&#nnn;``.
1172
Serhiy Storchaka07985ef2015-01-25 22:56:57 +02001173 * ``'backslashreplace'`` replaces malformed data by Python's backslashed
1174 escape sequences.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001175
Serhiy Storchaka166ebc42014-11-25 13:57:17 +02001176 * ``'namereplace'`` (also only supported when writing)
1177 replaces unsupported characters with ``\N{...}`` escape sequences.
1178
R David Murray1b00f252012-08-15 10:43:58 -04001179 .. index::
1180 single: universal newlines; open() built-in function
1181
Nick Coghlan3171df32019-01-28 02:21:11 +10001182 .. _open-newline-parameter:
1183
R David Murray1b00f252012-08-15 10:43:58 -04001184 *newline* controls how :term:`universal newlines` mode works (it only
R David Murrayee0a9452012-08-15 11:05:36 -04001185 applies to text mode). It can be ``None``, ``''``, ``'\n'``, ``'\r'``, and
1186 ``'\r\n'``. It works as follows:
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001187
Georg Brandl296d1be2012-08-14 09:39:07 +02001188 * When reading input from the stream, if *newline* is ``None``, universal
1189 newlines mode is enabled. Lines in the input can end in ``'\n'``,
1190 ``'\r'``, or ``'\r\n'``, and these are translated into ``'\n'`` before
R David Murray1b00f252012-08-15 10:43:58 -04001191 being returned to the caller. If it is ``''``, universal newlines mode is
Georg Brandl296d1be2012-08-14 09:39:07 +02001192 enabled, but line endings are returned to the caller untranslated. If it
1193 has any of the other legal values, input lines are only terminated by the
1194 given string, and the line ending is returned to the caller untranslated.
Benjamin Petersondd219122008-04-11 21:17:32 +00001195
Georg Brandl296d1be2012-08-14 09:39:07 +02001196 * When writing output to the stream, if *newline* is ``None``, any ``'\n'``
1197 characters written are translated to the system default line separator,
1198 :data:`os.linesep`. If *newline* is ``''`` or ``'\n'``, no translation
1199 takes place. If *newline* is any of the other legal values, any ``'\n'``
1200 characters written are translated to the given string.
Benjamin Petersondd219122008-04-11 21:17:32 +00001201
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001202 If *closefd* is ``False`` and a file descriptor rather than a filename was
1203 given, the underlying file descriptor will be kept open when the file is
Robert Collins933430a2014-10-18 13:32:43 +13001204 closed. If a filename is given *closefd* must be ``True`` (the default)
1205 otherwise an error will be raised.
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001206
Ross Lagerwall59142db2011-10-31 20:34:46 +02001207 A custom opener can be used by passing a callable as *opener*. The underlying
1208 file descriptor for the file object is then obtained by calling *opener* with
1209 (*file*, *flags*). *opener* must return an open file descriptor (passing
1210 :mod:`os.open` as *opener* results in functionality similar to passing
1211 ``None``).
1212
Victor Stinnerdaf45552013-08-28 00:53:59 +02001213 The newly created file is :ref:`non-inheritable <fd_inheritance>`.
1214
Éric Araujo5bd92702012-11-22 00:13:49 -05001215 The following example uses the :ref:`dir_fd <dir_fd>` parameter of the
Éric Araujo8f423c92012-11-03 17:06:52 -04001216 :func:`os.open` function to open a file relative to a given directory::
1217
1218 >>> import os
Éric Araujo5bd92702012-11-22 00:13:49 -05001219 >>> dir_fd = os.open('somedir', os.O_RDONLY)
1220 >>> def opener(path, flags):
1221 ... return os.open(path, flags, dir_fd=dir_fd)
Éric Araujo8f423c92012-11-03 17:06:52 -04001222 ...
Éric Araujo8f423c92012-11-03 17:06:52 -04001223 >>> with open('spamspam.txt', 'w', opener=opener) as f:
1224 ... print('This will be written to somedir/spamspam.txt', file=f)
1225 ...
Éric Araujo309b0432012-11-03 17:39:45 -04001226 >>> os.close(dir_fd) # don't leak a file descriptor
Éric Araujo8f423c92012-11-03 17:06:52 -04001227
R David Murray9f0c9402012-08-17 20:33:54 -04001228 The type of :term:`file object` returned by the :func:`open` function
R David Murray433ef3b2012-08-17 20:39:21 -04001229 depends on the mode. When :func:`open` is used to open a file in a text
1230 mode (``'w'``, ``'r'``, ``'wt'``, ``'rt'``, etc.), it returns a subclass of
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001231 :class:`io.TextIOBase` (specifically :class:`io.TextIOWrapper`). When used
1232 to open a file in a binary mode with buffering, the returned class is a
1233 subclass of :class:`io.BufferedIOBase`. The exact class varies: in read
Martin Panter7462b6492015-11-02 03:37:02 +00001234 binary mode, it returns an :class:`io.BufferedReader`; in write binary and
1235 append binary modes, it returns an :class:`io.BufferedWriter`, and in
1236 read/write mode, it returns an :class:`io.BufferedRandom`. When buffering is
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001237 disabled, the raw stream, a subclass of :class:`io.RawIOBase`,
1238 :class:`io.FileIO`, is returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001239
1240 .. index::
1241 single: line-buffered I/O
1242 single: unbuffered I/O
1243 single: buffer size, I/O
1244 single: I/O control; buffering
Skip Montanaro4d8c1932007-09-23 21:13:45 +00001245 single: binary mode
1246 single: text mode
1247 module: sys
Georg Brandl116aa622007-08-15 14:28:22 +00001248
Benjamin Petersondd219122008-04-11 21:17:32 +00001249 See also the file handling modules, such as, :mod:`fileinput`, :mod:`io`
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001250 (where :func:`open` is declared), :mod:`os`, :mod:`os.path`, :mod:`tempfile`,
1251 and :mod:`shutil`.
Georg Brandl116aa622007-08-15 14:28:22 +00001252
Steve Dower44f91c32019-06-27 10:47:59 -07001253 .. audit-event:: open file,mode,flags open
Steve Dowerb82e17e2019-05-23 08:45:22 -07001254
1255 The ``mode`` and ``flags`` arguments may have been modified or inferred from
1256 the original call.
1257
Steve Dower39294992016-08-30 21:22:36 -07001258 .. versionchanged::
1259 3.3
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001260
Steve Dower39294992016-08-30 21:22:36 -07001261 * The *opener* parameter was added.
1262 * The ``'x'`` mode was added.
1263 * :exc:`IOError` used to be raised, it is now an alias of :exc:`OSError`.
1264 * :exc:`FileExistsError` is now raised if the file opened in exclusive
NAKAMURA Osamu29540cd2017-03-25 11:55:08 +09001265 creation mode (``'x'``) already exists.
Steve Dower39294992016-08-30 21:22:36 -07001266
1267 .. versionchanged::
1268 3.4
1269
1270 * The file is now non-inheritable.
Victor Stinnerdaf45552013-08-28 00:53:59 +02001271
Victor Stinner942f7a22020-03-04 18:50:22 +01001272 .. deprecated-removed:: 3.4 3.10
1273
1274 The ``'U'`` mode.
1275
Steve Dower39294992016-08-30 21:22:36 -07001276 .. versionchanged::
1277 3.5
Victor Stinnera766ddf2015-03-26 23:50:57 +01001278
Steve Dower39294992016-08-30 21:22:36 -07001279 * If the system call is interrupted and the signal handler does not raise an
1280 exception, the function now retries the system call instead of raising an
1281 :exc:`InterruptedError` exception (see :pep:`475` for the rationale).
1282 * The ``'namereplace'`` error handler was added.
Georg Brandlf6945182008-02-01 11:56:49 +00001283
Steve Dower39294992016-08-30 21:22:36 -07001284 .. versionchanged::
1285 3.6
1286
1287 * Support added to accept objects implementing :class:`os.PathLike`.
1288 * On Windows, opening a console buffer may return a subclass of
1289 :class:`io.RawIOBase` other than :class:`io.FileIO`.
Brett Cannonb08388d2016-06-09 15:58:06 -07001290
Georg Brandl116aa622007-08-15 14:28:22 +00001291.. function:: ord(c)
1292
Ezio Melottic99c8582011-10-25 09:32:34 +03001293 Given a string representing one Unicode character, return an integer
Nick Coghlaneed67192014-08-17 14:07:53 +10001294 representing the Unicode code point of that character. For example,
Terry Jan Reedy063d48d2016-03-20 21:18:40 -04001295 ``ord('a')`` returns the integer ``97`` and ``ord('€')`` (Euro sign)
1296 returns ``8364``. This is the inverse of :func:`chr`.
Georg Brandlf6945182008-02-01 11:56:49 +00001297
Georg Brandl116aa622007-08-15 14:28:22 +00001298
Ammar Askar87d6cd32019-09-21 00:28:49 -04001299.. function:: pow(base, exp[, mod])
Georg Brandl116aa622007-08-15 14:28:22 +00001300
Ammar Askar87d6cd32019-09-21 00:28:49 -04001301 Return *base* to the power *exp*; if *mod* is present, return *base* to the
1302 power *exp*, modulo *mod* (computed more efficiently than
1303 ``pow(base, exp) % mod``). The two-argument form ``pow(base, exp)`` is
1304 equivalent to using the power operator: ``base**exp``.
Georg Brandl116aa622007-08-15 14:28:22 +00001305
Georg Brandle06de8b2008-05-05 21:42:51 +00001306 The arguments must have numeric types. With mixed operand types, the
1307 coercion rules for binary arithmetic operators apply. For :class:`int`
1308 operands, the result has the same type as the operands (after coercion)
1309 unless the second argument is negative; in that case, all arguments are
1310 converted to float and a float result is delivered. For example, ``10**2``
Mark Dickinsonc5299672019-06-02 10:24:06 +01001311 returns ``100``, but ``10**-2`` returns ``0.01``.
1312
Ammar Askar87d6cd32019-09-21 00:28:49 -04001313 For :class:`int` operands *base* and *exp*, if *mod* is present, *mod* must
1314 also be of integer type and *mod* must be nonzero. If *mod* is present and
1315 *exp* is negative, *base* must be relatively prime to *mod*. In that case,
1316 ``pow(inv_base, -exp, mod)`` is returned, where *inv_base* is an inverse to
1317 *base* modulo *mod*.
Mark Dickinsonc5299672019-06-02 10:24:06 +01001318
1319 Here's an example of computing an inverse for ``38`` modulo ``97``::
1320
Ammar Askar87d6cd32019-09-21 00:28:49 -04001321 >>> pow(38, -1, mod=97)
Mark Dickinsonc5299672019-06-02 10:24:06 +01001322 23
1323 >>> 23 * 38 % 97 == 1
1324 True
1325
1326 .. versionchanged:: 3.8
1327 For :class:`int` operands, the three-argument form of ``pow`` now allows
1328 the second argument to be negative, permitting computation of modular
1329 inverses.
Georg Brandl116aa622007-08-15 14:28:22 +00001330
Mark Dickinsonc691f202020-03-19 18:12:59 +00001331 .. versionchanged:: 3.8
Ammar Askar87d6cd32019-09-21 00:28:49 -04001332 Allow keyword arguments. Formerly, only positional arguments were
1333 supported.
1334
Georg Brandl116aa622007-08-15 14:28:22 +00001335
Ezio Melotti8429b672012-09-14 06:35:09 +03001336.. function:: print(*objects, sep=' ', end='\\n', file=sys.stdout, flush=False)
Georg Brandlf6945182008-02-01 11:56:49 +00001337
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001338 Print *objects* to the text stream *file*, separated by *sep* and followed
Berker Peksag61b9ac92017-04-13 15:48:18 +03001339 by *end*. *sep*, *end*, *file* and *flush*, if present, must be given as keyword
Georg Brandlf6945182008-02-01 11:56:49 +00001340 arguments.
1341
1342 All non-keyword arguments are converted to strings like :func:`str` does and
1343 written to the stream, separated by *sep* and followed by *end*. Both *sep*
1344 and *end* must be strings; they can also be ``None``, which means to use the
Ezio Melottie0add762012-09-14 06:32:35 +03001345 default values. If no *objects* are given, :func:`print` will just write
Georg Brandlf6945182008-02-01 11:56:49 +00001346 *end*.
1347
1348 The *file* argument must be an object with a ``write(string)`` method; if it
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001349 is not present or ``None``, :data:`sys.stdout` will be used. Since printed
1350 arguments are converted to text strings, :func:`print` cannot be used with
1351 binary mode file objects. For these, use ``file.write(...)`` instead.
1352
1353 Whether output is buffered is usually determined by *file*, but if the
1354 *flush* keyword argument is true, the stream is forcibly flushed.
Georg Brandlbc3b6822012-01-13 19:41:25 +01001355
1356 .. versionchanged:: 3.3
1357 Added the *flush* keyword argument.
Georg Brandlf6945182008-02-01 11:56:49 +00001358
1359
Georg Brandleb7e8f62014-10-06 13:54:36 +02001360.. class:: property(fget=None, fset=None, fdel=None, doc=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001361
Georg Brandl85eb8c12007-08-31 16:33:38 +00001362 Return a property attribute.
Georg Brandl116aa622007-08-15 14:28:22 +00001363
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001364 *fget* is a function for getting an attribute value. *fset* is a function
1365 for setting an attribute value. *fdel* is a function for deleting an attribute
1366 value. And *doc* creates a docstring for the attribute.
1367
1368 A typical use is to define a managed attribute ``x``::
Georg Brandl116aa622007-08-15 14:28:22 +00001369
Éric Araujo28053fb2010-11-22 03:09:19 +00001370 class C:
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001371 def __init__(self):
1372 self._x = None
1373
1374 def getx(self):
1375 return self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001376
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001377 def setx(self, value):
1378 self._x = value
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001379
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001380 def delx(self):
1381 del self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001382
Georg Brandl116aa622007-08-15 14:28:22 +00001383 x = property(getx, setx, delx, "I'm the 'x' property.")
1384
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001385 If *c* is an instance of *C*, ``c.x`` will invoke the getter,
Georg Brandl7528b9b2010-08-02 19:23:34 +00001386 ``c.x = value`` will invoke the setter and ``del c.x`` the deleter.
1387
Georg Brandl116aa622007-08-15 14:28:22 +00001388 If given, *doc* will be the docstring of the property attribute. Otherwise, the
1389 property will copy *fget*'s docstring (if it exists). This makes it possible to
Christian Heimesd8654cf2007-12-02 15:22:16 +00001390 create read-only properties easily using :func:`property` as a :term:`decorator`::
Georg Brandl116aa622007-08-15 14:28:22 +00001391
Éric Araujo28053fb2010-11-22 03:09:19 +00001392 class Parrot:
Georg Brandl116aa622007-08-15 14:28:22 +00001393 def __init__(self):
1394 self._voltage = 100000
1395
1396 @property
1397 def voltage(self):
1398 """Get the current voltage."""
1399 return self._voltage
1400
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001401 The ``@property`` decorator turns the :meth:`voltage` method into a "getter"
1402 for a read-only attribute with the same name, and it sets the docstring for
1403 *voltage* to "Get the current voltage."
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001404
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001405 A property object has :attr:`~property.getter`, :attr:`~property.setter`,
1406 and :attr:`~property.deleter` methods usable as decorators that create a
1407 copy of the property with the corresponding accessor function set to the
1408 decorated function. This is best explained with an example::
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001409
Éric Araujo28053fb2010-11-22 03:09:19 +00001410 class C:
Benjamin Peterson206e3072008-10-19 14:07:49 +00001411 def __init__(self):
1412 self._x = None
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001413
1414 @property
1415 def x(self):
1416 """I'm the 'x' property."""
1417 return self._x
1418
1419 @x.setter
1420 def x(self, value):
1421 self._x = value
1422
1423 @x.deleter
1424 def x(self):
1425 del self._x
1426
1427 This code is exactly equivalent to the first example. Be sure to give the
1428 additional functions the same name as the original property (``x`` in this
1429 case.)
1430
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001431 The returned property object also has the attributes ``fget``, ``fset``, and
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001432 ``fdel`` corresponding to the constructor arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001433
Raymond Hettinger29655df2015-05-15 16:17:05 -07001434 .. versionchanged:: 3.5
1435 The docstrings of property objects are now writeable.
1436
Georg Brandl116aa622007-08-15 14:28:22 +00001437
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001438.. _func-range:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001439.. class:: range(stop)
Ezio Melottie0add762012-09-14 06:32:35 +03001440 range(start, stop[, step])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001441 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001442
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001443 Rather than being a function, :class:`range` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001444 sequence type, as documented in :ref:`typesseq-range` and :ref:`typesseq`.
Benjamin Peterson878ce382011-11-05 15:17:52 -04001445
Georg Brandl116aa622007-08-15 14:28:22 +00001446
1447.. function:: repr(object)
1448
Georg Brandl68ee3a52008-03-25 07:21:32 +00001449 Return a string containing a printable representation of an object. For many
1450 types, this function makes an attempt to return a string that would yield an
1451 object with the same value when passed to :func:`eval`, otherwise the
1452 representation is a string enclosed in angle brackets that contains the name
1453 of the type of the object together with additional information often
1454 including the name and address of the object. A class can control what this
1455 function returns for its instances by defining a :meth:`__repr__` method.
Georg Brandl116aa622007-08-15 14:28:22 +00001456
1457
1458.. function:: reversed(seq)
1459
Christian Heimes7f044312008-01-06 17:05:40 +00001460 Return a reverse :term:`iterator`. *seq* must be an object which has
1461 a :meth:`__reversed__` method or supports the sequence protocol (the
1462 :meth:`__len__` method and the :meth:`__getitem__` method with integer
1463 arguments starting at ``0``).
Georg Brandl116aa622007-08-15 14:28:22 +00001464
Georg Brandl116aa622007-08-15 14:28:22 +00001465
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001466.. function:: round(number[, ndigits])
Georg Brandl116aa622007-08-15 14:28:22 +00001467
csabella85deefc2017-03-29 17:14:06 -04001468 Return *number* rounded to *ndigits* precision after the decimal
1469 point. If *ndigits* is omitted or is ``None``, it returns the
1470 nearest integer to its input.
Georg Brandl809ddaa2008-07-01 20:39:59 +00001471
1472 For the built-in types supporting :func:`round`, values are rounded to the
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001473 closest multiple of 10 to the power minus *ndigits*; if two multiples are
1474 equally close, rounding is done toward the even choice (so, for example,
1475 both ``round(0.5)`` and ``round(-0.5)`` are ``0``, and ``round(1.5)`` is
Gerrit Holl6003db72017-03-27 23:15:20 +01001476 ``2``). Any integer value is valid for *ndigits* (positive, zero, or
Lisa Roach900c48d2018-05-20 11:00:18 -04001477 negative). The return value is an integer if *ndigits* is omitted or
1478 ``None``.
1479 Otherwise the return value has the same type as *number*.
Christian Heimes072c0f12008-01-03 23:01:04 +00001480
Lisa Roach900c48d2018-05-20 11:00:18 -04001481 For a general Python object ``number``, ``round`` delegates to
1482 ``number.__round__``.
csabella85deefc2017-03-29 17:14:06 -04001483
Mark Dickinsonc4fbcdc2010-07-30 13:13:02 +00001484 .. note::
1485
1486 The behavior of :func:`round` for floats can be surprising: for example,
1487 ``round(2.675, 2)`` gives ``2.67`` instead of the expected ``2.68``.
1488 This is not a bug: it's a result of the fact that most decimal fractions
1489 can't be represented exactly as a float. See :ref:`tut-fp-issues` for
1490 more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001491
Éric Araujo9edd9f02011-09-01 23:08:55 +02001492
1493.. _func-set:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001494.. class:: set([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +00001495 :noindex:
1496
Chris Jerdonekdf3abec2012-11-09 18:57:32 -08001497 Return a new :class:`set` object, optionally with elements taken from
1498 *iterable*. ``set`` is a built-in class. See :class:`set` and
1499 :ref:`types-set` for documentation about this class.
1500
1501 For other containers see the built-in :class:`frozenset`, :class:`list`,
1502 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
1503 module.
Georg Brandl116aa622007-08-15 14:28:22 +00001504
Georg Brandl116aa622007-08-15 14:28:22 +00001505
1506.. function:: setattr(object, name, value)
1507
1508 This is the counterpart of :func:`getattr`. The arguments are an object, a
1509 string and an arbitrary value. The string may name an existing attribute or a
1510 new attribute. The function assigns the value to the attribute, provided the
1511 object allows it. For example, ``setattr(x, 'foobar', 123)`` is equivalent to
1512 ``x.foobar = 123``.
1513
1514
Georg Brandleb7e8f62014-10-06 13:54:36 +02001515.. class:: slice(stop)
1516 slice(start, stop[, step])
Georg Brandl116aa622007-08-15 14:28:22 +00001517
Christian Heimesd8654cf2007-12-02 15:22:16 +00001518 Return a :term:`slice` object representing the set of indices specified by
Georg Brandl116aa622007-08-15 14:28:22 +00001519 ``range(start, stop, step)``. The *start* and *step* arguments default to
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001520 ``None``. Slice objects have read-only data attributes :attr:`~slice.start`,
1521 :attr:`~slice.stop` and :attr:`~slice.step` which merely return the argument
1522 values (or their default). They have no other explicit functionality;
Andre Delfinoc8bb2412020-10-01 20:22:14 -03001523 however they are used by NumPy and other third party packages.
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001524 Slice objects are also generated when extended indexing syntax is used. For
1525 example: ``a[start:stop:step]`` or ``a[start:stop, i]``. See
1526 :func:`itertools.islice` for an alternate version that returns an iterator.
Georg Brandl116aa622007-08-15 14:28:22 +00001527
1528
Łukasz Rogalskibe37beb2017-07-14 21:23:39 +02001529.. function:: sorted(iterable, *, key=None, reverse=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001530
1531 Return a new sorted list from the items in *iterable*.
1532
Raymond Hettinger51b9c242008-02-14 13:52:24 +00001533 Has two optional arguments which must be specified as keyword arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001534
Georg Brandl116aa622007-08-15 14:28:22 +00001535 *key* specifies a function of one argument that is used to extract a comparison
Wolfgang Maier6bdb6f72018-10-15 21:06:53 +02001536 key from each element in *iterable* (for example, ``key=str.lower``). The
1537 default value is ``None`` (compare the elements directly).
Georg Brandl116aa622007-08-15 14:28:22 +00001538
1539 *reverse* is a boolean value. If set to ``True``, then the list elements are
1540 sorted as if each comparison were reversed.
1541
Benjamin Peterson7ac98ae2010-08-17 17:52:02 +00001542 Use :func:`functools.cmp_to_key` to convert an old-style *cmp* function to a
1543 *key* function.
Georg Brandl116aa622007-08-15 14:28:22 +00001544
Ezio Melotti9b1e92f2014-10-28 12:57:11 +01001545 The built-in :func:`sorted` function is guaranteed to be stable. A sort is
1546 stable if it guarantees not to change the relative order of elements that
1547 compare equal --- this is helpful for sorting in multiple passes (for
1548 example, sort by department, then by salary grade).
1549
Senthil Kumarand03d1d42016-01-01 23:25:58 -08001550 For sorting examples and a brief sorting tutorial, see :ref:`sortinghowto`.
Raymond Hettinger46fca072010-04-02 00:25:45 +00001551
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001552.. decorator:: staticmethod
Georg Brandl116aa622007-08-15 14:28:22 +00001553
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001554 Transform a method into a static method.
Georg Brandl116aa622007-08-15 14:28:22 +00001555
1556 A static method does not receive an implicit first argument. To declare a static
1557 method, use this idiom::
1558
1559 class C:
1560 @staticmethod
1561 def f(arg1, arg2, ...): ...
1562
Andre Delfino548cb602019-03-25 19:53:43 -03001563 The ``@staticmethod`` form is a function :term:`decorator` -- see
1564 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +00001565
Andre Delfino548cb602019-03-25 19:53:43 -03001566 A static method can be called either on the class (such as ``C.f()``) or on an instance (such
1567 as ``C().f()``).
Georg Brandl116aa622007-08-15 14:28:22 +00001568
Raymond Hettinger90289282011-06-01 16:17:23 -07001569 Static methods in Python are similar to those found in Java or C++. Also see
1570 :func:`classmethod` for a variant that is useful for creating alternate class
1571 constructors.
Georg Brandl116aa622007-08-15 14:28:22 +00001572
Éric Araujo03b95372017-10-12 12:28:55 -04001573 Like all decorators, it is also possible to call ``staticmethod`` as
1574 a regular function and do something with its result. This is needed
1575 in some cases where you need a reference to a function from a class
1576 body and you want to avoid the automatic transformation to instance
cocoatomo2a3260b2018-01-29 17:30:48 +09001577 method. For these cases, use this idiom::
Éric Araujo03b95372017-10-12 12:28:55 -04001578
1579 class C:
1580 builtin_open = staticmethod(open)
1581
Andre Delfino548cb602019-03-25 19:53:43 -03001582 For more information on static methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +00001583
Chris Jerdonek5fae0e52012-11-20 17:45:51 -08001584
Éric Araujo03b95372017-10-12 12:28:55 -04001585.. index::
1586 single: string; str() (built-in function)
Georg Brandl116aa622007-08-15 14:28:22 +00001587
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001588.. _func-str:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001589.. class:: str(object='')
1590 str(object=b'', encoding='utf-8', errors='strict')
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001591 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001592
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001593 Return a :class:`str` version of *object*. See :func:`str` for details.
Georg Brandl48310cd2009-01-03 21:18:54 +00001594
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001595 ``str`` is the built-in string :term:`class`. For general information
1596 about strings, see :ref:`textseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001597
1598
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001599.. function:: sum(iterable, /, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +00001600
1601 Sums *start* and the items of an *iterable* from left to right and returns the
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001602 total. The *iterable*'s items are normally numbers, and the start value is not
1603 allowed to be a string.
Georg Brandl116aa622007-08-15 14:28:22 +00001604
Éric Araujo8f9626b2010-11-06 06:30:16 +00001605 For some use cases, there are good alternatives to :func:`sum`.
Raymond Hettingerb3737992010-10-31 21:23:24 +00001606 The preferred, fast way to concatenate a sequence of strings is by calling
1607 ``''.join(sequence)``. To add floating point values with extended precision,
1608 see :func:`math.fsum`\. To concatenate a series of iterables, consider using
1609 :func:`itertools.chain`.
Georg Brandl116aa622007-08-15 14:28:22 +00001610
Raymond Hettinger9dfa0fe2018-09-12 10:54:06 -07001611 .. versionchanged:: 3.8
1612 The *start* parameter can be specified as a keyword argument.
1613
Mark Summerfield1041f742008-02-26 13:27:00 +00001614.. function:: super([type[, object-or-type]])
Georg Brandl116aa622007-08-15 14:28:22 +00001615
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001616 Return a proxy object that delegates method calls to a parent or sibling
1617 class of *type*. This is useful for accessing inherited methods that have
Raymond Hettingercd81f052019-08-29 00:44:02 -07001618 been overridden in a class.
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001619
Raymond Hettingercd81f052019-08-29 00:44:02 -07001620 The *object-or-type* determines the :term:`method resolution order`
1621 to be searched. The search starts from the class right after the
1622 *type*.
1623
1624 For example, if :attr:`~class.__mro__` of *object-or-type* is
1625 ``D -> B -> C -> A -> object`` and the value of *type* is ``B``,
1626 then :func:`super` searches ``C -> A -> object``.
1627
1628 The :attr:`~class.__mro__` attribute of the *object-or-type* lists the method
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001629 resolution search order used by both :func:`getattr` and :func:`super`. The
1630 attribute is dynamic and can change whenever the inheritance hierarchy is
1631 updated.
Benjamin Peterson3e4f0552008-09-02 00:31:15 +00001632
Raymond Hettinger79d04342009-02-25 00:32:51 +00001633 If the second argument is omitted, the super object returned is unbound. If
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001634 the second argument is an object, ``isinstance(obj, type)`` must be true. If
Benjamin Petersond75fcb42009-02-19 04:22:03 +00001635 the second argument is a type, ``issubclass(type2, type)`` must be true (this
1636 is useful for classmethods).
Georg Brandl116aa622007-08-15 14:28:22 +00001637
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001638 There are two typical use cases for *super*. In a class hierarchy with
1639 single inheritance, *super* can be used to refer to parent classes without
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001640 naming them explicitly, thus making the code more maintainable. This use
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001641 closely parallels the use of *super* in other programming languages.
Georg Brandl48310cd2009-01-03 21:18:54 +00001642
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001643 The second use case is to support cooperative multiple inheritance in a
Georg Brandl48310cd2009-01-03 21:18:54 +00001644 dynamic execution environment. This use case is unique to Python and is
1645 not found in statically compiled languages or languages that only support
Raymond Hettingerd1258452009-02-26 00:27:18 +00001646 single inheritance. This makes it possible to implement "diamond diagrams"
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001647 where multiple base classes implement the same method. Good design dictates
1648 that this method have the same calling signature in every case (because the
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001649 order of calls is determined at runtime, because that order adapts
1650 to changes in the class hierarchy, and because that order can include
1651 sibling classes that are unknown prior to runtime).
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001652
1653 For both use cases, a typical superclass call looks like this::
Georg Brandl116aa622007-08-15 14:28:22 +00001654
1655 class C(B):
Mark Summerfield1041f742008-02-26 13:27:00 +00001656 def method(self, arg):
Georg Brandl036490d2009-05-17 13:00:36 +00001657 super().method(arg) # This does the same thing as:
1658 # super(C, self).method(arg)
Georg Brandl116aa622007-08-15 14:28:22 +00001659
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001660 In addition to method lookups, :func:`super` also works for attribute
Géry Ogamd6727912019-11-21 03:10:19 +01001661 lookups. One possible use case for this is calling :term:`descriptors <descriptor>`
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001662 in a parent or sibling class.
1663
Georg Brandl116aa622007-08-15 14:28:22 +00001664 Note that :func:`super` is implemented as part of the binding process for
Mark Summerfield1041f742008-02-26 13:27:00 +00001665 explicit dotted attribute lookups such as ``super().__getitem__(name)``.
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001666 It does so by implementing its own :meth:`__getattribute__` method for searching
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001667 classes in a predictable order that supports cooperative multiple inheritance.
Georg Brandl116aa622007-08-15 14:28:22 +00001668 Accordingly, :func:`super` is undefined for implicit lookups using statements or
Raymond Hettinger518d8da2008-12-06 11:44:00 +00001669 operators such as ``super()[name]``.
1670
Nick Coghlan7fc570a2012-05-20 02:34:13 +10001671 Also note that, aside from the zero argument form, :func:`super` is not
1672 limited to use inside methods. The two argument form specifies the
1673 arguments exactly and makes the appropriate references. The zero
1674 argument form only works inside a class definition, as the compiler fills
1675 in the necessary details to correctly retrieve the class being defined,
1676 as well as accessing the current instance for ordinary methods.
Georg Brandl116aa622007-08-15 14:28:22 +00001677
Raymond Hettinger90289282011-06-01 16:17:23 -07001678 For practical suggestions on how to design cooperative classes using
1679 :func:`super`, see `guide to using super()
Georg Brandl5d941342016-02-26 19:37:12 +01001680 <https://rhettinger.wordpress.com/2011/05/26/super-considered-super/>`_.
Raymond Hettinger90289282011-06-01 16:17:23 -07001681
Georg Brandl116aa622007-08-15 14:28:22 +00001682
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001683.. _func-tuple:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001684.. class:: tuple([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001685 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001686
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001687 Rather than being a function, :class:`tuple` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001688 sequence type, as documented in :ref:`typesseq-tuple` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001689
1690
Georg Brandleb7e8f62014-10-06 13:54:36 +02001691.. class:: type(object)
1692 type(name, bases, dict)
Georg Brandl116aa622007-08-15 14:28:22 +00001693
1694 .. index:: object: type
1695
Ezio Melotti837cd062012-10-24 23:06:25 +03001696 With one argument, return the type of an *object*. The return value is a
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001697 type object and generally the same object as returned by
1698 :attr:`object.__class__ <instance.__class__>`.
Georg Brandl116aa622007-08-15 14:28:22 +00001699
Georg Brandl85eb8c12007-08-31 16:33:38 +00001700 The :func:`isinstance` built-in function is recommended for testing the type
1701 of an object, because it takes subclasses into account.
1702
Georg Brandl116aa622007-08-15 14:28:22 +00001703
Ezio Melotti837cd062012-10-24 23:06:25 +03001704 With three arguments, return a new type object. This is essentially a
1705 dynamic form of the :keyword:`class` statement. The *name* string is the
Martin Panterbae5d812016-06-18 03:57:31 +00001706 class name and becomes the :attr:`~definition.__name__` attribute; the *bases*
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001707 tuple itemizes the base classes and becomes the :attr:`~class.__bases__`
1708 attribute; and the *dict* dictionary is the namespace containing definitions
R David Murraydd4fcf52016-06-02 20:05:43 -04001709 for class body and is copied to a standard dictionary to become the
1710 :attr:`~object.__dict__` attribute. For example, the following two
1711 statements create identical :class:`type` objects:
Georg Brandl116aa622007-08-15 14:28:22 +00001712
Éric Araujo28053fb2010-11-22 03:09:19 +00001713 >>> class X:
Georg Brandl116aa622007-08-15 14:28:22 +00001714 ... a = 1
Georg Brandl48310cd2009-01-03 21:18:54 +00001715 ...
Georg Brandl116aa622007-08-15 14:28:22 +00001716 >>> X = type('X', (object,), dict(a=1))
1717
Chris Jerdonek006d9072012-10-12 20:28:26 -07001718 See also :ref:`bltin-type-objects`.
1719
Berker Peksag3f015a62016-08-19 11:04:07 +03001720 .. versionchanged:: 3.6
1721 Subclasses of :class:`type` which don't override ``type.__new__`` may no
1722 longer use the one-argument form to get the type of an object.
Georg Brandl116aa622007-08-15 14:28:22 +00001723
1724.. function:: vars([object])
1725
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001726 Return the :attr:`~object.__dict__` attribute for a module, class, instance,
Martin Panterbae5d812016-06-18 03:57:31 +00001727 or any other object with a :attr:`~object.__dict__` attribute.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +00001728
Martin Panterbae5d812016-06-18 03:57:31 +00001729 Objects such as modules and instances have an updateable :attr:`~object.__dict__`
Raymond Hettingerd7100172013-06-02 10:03:05 -07001730 attribute; however, other objects may have write restrictions on their
Martin Panterbae5d812016-06-18 03:57:31 +00001731 :attr:`~object.__dict__` attributes (for example, classes use a
Berker Peksag37e87e62016-06-24 09:12:01 +03001732 :class:`types.MappingProxyType` to prevent direct dictionary updates).
Georg Brandl116aa622007-08-15 14:28:22 +00001733
Raymond Hettingerd7100172013-06-02 10:03:05 -07001734 Without an argument, :func:`vars` acts like :func:`locals`. Note, the
1735 locals dictionary is only useful for reads since updates to the locals
1736 dictionary are ignored.
1737
Andre Delfino802726a2020-08-21 19:29:34 -03001738 A :exc:`TypeError` exception is raised if an object is specified but
1739 it doesn't have a :attr:`~object.__dict__` attribute (for example, if
1740 its class defines the :attr:`~object.__slots__` attribute).
Georg Brandl116aa622007-08-15 14:28:22 +00001741
Ram Rachum59cf8532020-06-19 23:39:22 +03001742.. function:: zip(*iterables, strict=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001743
Ram Rachum59cf8532020-06-19 23:39:22 +03001744 Iterate over several iterables in parallel, producing tuples with an item
1745 from each one.
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001746
Ram Rachum59cf8532020-06-19 23:39:22 +03001747 Example::
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001748
Ram Rachum59cf8532020-06-19 23:39:22 +03001749 >>> for item in zip([1, 2, 3], ['sugar', 'spice', 'everything nice']):
1750 ... print(item)
1751 ...
1752 (1, 'sugar')
1753 (2, 'spice')
1754 (3, 'everything nice')
Georg Brandl116aa622007-08-15 14:28:22 +00001755
Ram Rachum59cf8532020-06-19 23:39:22 +03001756 More formally: :func:`zip` returns an iterator of tuples, where the *i*-th
1757 tuple contains the *i*-th element from each of the argument iterables.
Christian Heimes1af737c2008-01-23 08:24:23 +00001758
Ram Rachum59cf8532020-06-19 23:39:22 +03001759 Another way to think of :func:`zip` is that it turns rows into columns, and
1760 columns into rows. This is similar to `transposing a matrix
1761 <https://en.wikipedia.org/wiki/Transpose>`_.
Georg Brandl116aa622007-08-15 14:28:22 +00001762
Ram Rachum59cf8532020-06-19 23:39:22 +03001763 :func:`zip` is lazy: The elements won't be processed until the iterable is
1764 iterated on, e.g. by a :keyword:`!for` loop or by wrapping in a
1765 :class:`list`.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001766
Ram Rachum59cf8532020-06-19 23:39:22 +03001767 One thing to consider is that the iterables passed to :func:`zip` could have
1768 different lengths; sometimes by design, and sometimes because of a bug in
1769 the code that prepared these iterables. Python offers three different
1770 approaches to dealing with this issue:
1771
1772 * By default, :func:`zip` stops when the shortest iterable is exhausted.
1773 It will ignore the remaining items in the longer iterables, cutting off
1774 the result to the length of the shortest iterable::
1775
1776 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum']))
1777 [(0, 'fee'), (1, 'fi'), (2, 'fo')]
1778
1779 * :func:`zip` is often used in cases where the iterables are assumed to be
1780 of equal length. In such cases, it's recommended to use the ``strict=True``
1781 option. Its output is the same as regular :func:`zip`::
1782
1783 >>> list(zip(('a', 'b', 'c'), (1, 2, 3), strict=True))
1784 [('a', 1), ('b', 2), ('c', 3)]
1785
1786 Unlike the default behavior, it checks that the lengths of iterables are
1787 identical, raising a :exc:`ValueError` if they aren't:
1788
1789 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum'], strict=True))
1790 Traceback (most recent call last):
1791 ...
1792 ValueError: zip() argument 2 is longer than argument 1
1793
1794 Without the ``strict=True`` argument, any bug that results in iterables of
Ram Rachum77ed29b2020-06-26 00:50:37 +03001795 different lengths will be silenced, possibly manifesting as a hard-to-find
Ram Rachum59cf8532020-06-19 23:39:22 +03001796 bug in another part of the program.
1797
1798 * Shorter iterables can be padded with a constant value to make all the
1799 iterables have the same length. This is done by
1800 :func:`itertools.zip_longest`.
1801
1802 Edge cases: With a single iterable argument, :func:`zip` returns an
1803 iterator of 1-tuples. With no arguments, it returns an empty iterator.
1804
1805 Tips and tricks:
1806
1807 * The left-to-right evaluation order of the iterables is guaranteed. This
1808 makes possible an idiom for clustering a data series into n-length groups
1809 using ``zip(*[iter(s)]*n, strict=True)``. This repeats the *same* iterator
1810 ``n`` times so that each output tuple has the result of ``n`` calls to the
1811 iterator. This has the effect of dividing the input into n-length chunks.
1812
1813 * :func:`zip` in conjunction with the ``*`` operator can be used to unzip a
1814 list::
1815
1816 >>> x = [1, 2, 3]
1817 >>> y = [4, 5, 6]
1818 >>> list(zip(x, y))
1819 [(1, 4), (2, 5), (3, 6)]
1820 >>> x2, y2 = zip(*zip(x, y))
1821 >>> x == list(x2) and y == list(y2)
1822 True
1823
1824 .. versionchanged:: 3.10
1825 Added the ``strict`` argument.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001826
Georg Brandl2ee470f2008-07-16 12:55:28 +00001827
Brett Cannoncb4996a2012-08-06 16:34:44 -04001828.. function:: __import__(name, globals=None, locals=None, fromlist=(), level=0)
Georg Brandl48367812008-12-05 15:55:41 +00001829
1830 .. index::
1831 statement: import
1832 module: imp
1833
1834 .. note::
1835
1836 This is an advanced function that is not needed in everyday Python
Éric Araujoe801aa22011-07-29 17:50:58 +02001837 programming, unlike :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001838
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001839 This function is invoked by the :keyword:`import` statement. It can be
1840 replaced (by importing the :mod:`builtins` module and assigning to
1841 ``builtins.__import__``) in order to change semantics of the
Serhiy Storchaka2b57c432018-12-19 08:09:46 +02001842 :keyword:`!import` statement, but doing so is **strongly** discouraged as it
Brett Cannonf5ebd262013-08-23 10:58:49 -04001843 is usually simpler to use import hooks (see :pep:`302`) to attain the same
1844 goals and does not cause issues with code which assumes the default import
1845 implementation is in use. Direct use of :func:`__import__` is also
1846 discouraged in favor of :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001847
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001848 The function imports the module *name*, potentially using the given *globals*
1849 and *locals* to determine how to interpret the name in a package context.
1850 The *fromlist* gives the names of objects or submodules that should be
1851 imported from the module given by *name*. The standard implementation does
1852 not use its *locals* argument at all, and uses its *globals* only to
1853 determine the package context of the :keyword:`import` statement.
1854
Brett Cannon2b9fd472009-03-15 02:18:41 +00001855 *level* specifies whether to use absolute or relative imports. ``0`` (the
1856 default) means only perform absolute imports. Positive values for
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001857 *level* indicate the number of parent directories to search relative to the
Brett Cannon2a082ad2012-04-14 21:58:33 -04001858 directory of the module calling :func:`__import__` (see :pep:`328` for the
1859 details).
Georg Brandl48367812008-12-05 15:55:41 +00001860
1861 When the *name* variable is of the form ``package.module``, normally, the
1862 top-level package (the name up till the first dot) is returned, *not* the
1863 module named by *name*. However, when a non-empty *fromlist* argument is
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001864 given, the module named by *name* is returned.
Georg Brandl48367812008-12-05 15:55:41 +00001865
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001866 For example, the statement ``import spam`` results in bytecode resembling the
1867 following code::
Georg Brandl48310cd2009-01-03 21:18:54 +00001868
Brett Cannon2b9fd472009-03-15 02:18:41 +00001869 spam = __import__('spam', globals(), locals(), [], 0)
Georg Brandl48367812008-12-05 15:55:41 +00001870
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001871 The statement ``import spam.ham`` results in this call::
Georg Brandl48367812008-12-05 15:55:41 +00001872
Brett Cannon2b9fd472009-03-15 02:18:41 +00001873 spam = __import__('spam.ham', globals(), locals(), [], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001874
1875 Note how :func:`__import__` returns the toplevel module here because this is
1876 the object that is bound to a name by the :keyword:`import` statement.
1877
1878 On the other hand, the statement ``from spam.ham import eggs, sausage as
1879 saus`` results in ::
1880
Brett Cannon2b9fd472009-03-15 02:18:41 +00001881 _temp = __import__('spam.ham', globals(), locals(), ['eggs', 'sausage'], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001882 eggs = _temp.eggs
1883 saus = _temp.sausage
1884
1885 Here, the ``spam.ham`` module is returned from :func:`__import__`. From this
1886 object, the names to import are retrieved and assigned to their respective
1887 names.
1888
1889 If you simply want to import a module (potentially within a package) by name,
Éric Araujoe801aa22011-07-29 17:50:58 +02001890 use :func:`importlib.import_module`.
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001891
Brett Cannon73df3642012-07-30 18:35:17 -04001892 .. versionchanged:: 3.3
Brett Cannon222d4732012-08-05 20:49:53 -04001893 Negative values for *level* are no longer supported (which also changes
1894 the default value to 0).
Brett Cannon73df3642012-07-30 18:35:17 -04001895
idomicfc72ab62020-03-09 07:57:53 -04001896 .. versionchanged:: 3.9
1897 When the command line options :option:`-E` or :option:`-I` are being used,
1898 the environment variable :envvar:`PYTHONCASEOK` is now ignored.
Georg Brandl48367812008-12-05 15:55:41 +00001899
Georg Brandl116aa622007-08-15 14:28:22 +00001900.. rubric:: Footnotes
1901
Georg Brandl47f27a32009-03-31 16:57:13 +00001902.. [#] Note that the parser only accepts the Unix-style end of line convention.
1903 If you are reading the code from a file, make sure to use newline conversion
1904 mode to convert Windows or Mac-style newlines.