blob: 2a6af95cdf9efa615ef954c3f8b609270077e39a [file] [log] [blame]
Georg Brandl68ee3a52008-03-25 07:21:32 +00001.. XXX document all delegations to __special__ methods
Georg Brandl116aa622007-08-15 14:28:22 +00002.. _built-in-funcs:
3
4Built-in Functions
5==================
6
Georg Brandl42514812008-05-05 21:05:32 +00007The Python interpreter has a number of functions and types built into it that
8are always available. They are listed here in alphabetical order.
Georg Brandl116aa622007-08-15 14:28:22 +00009
Julien Palarda908bc42020-07-09 11:38:41 +020010+---------------------------------------------------------------------------------------------------+
11| Built-in Functions |
12+=========================+=======================+=======================+=========================+
13| | **A** | | **E** | | **L** | | **R** |
14| | :func:`abs` | | :func:`enumerate` | | :func:`len` | | |func-range|_ |
15| | :func:`all` | | :func:`eval` | | |func-list|_ | | :func:`repr` |
16| | :func:`any` | | :func:`exec` | | :func:`locals` | | :func:`reversed` |
17| | :func:`ascii` | | | | | | :func:`round` |
18| | | | **F** | | **M** | | |
19| | **B** | | :func:`filter` | | :func:`map` | | **S** |
20| | :func:`bin` | | :func:`float` | | :func:`max` | | |func-set|_ |
21| | :func:`bool` | | :func:`format` | | |func-memoryview|_ | | :func:`setattr` |
22| | :func:`breakpoint` | | |func-frozenset|_ | | :func:`min` | | :func:`slice` |
23| | |func-bytearray|_ | | | | | | :func:`sorted` |
24| | |func-bytes|_ | | **G** | | **N** | | :func:`staticmethod` |
25| | | | :func:`getattr` | | :func:`next` | | |func-str|_ |
26| | **C** | | :func:`globals` | | | | :func:`sum` |
27| | :func:`callable` | | | | **O** | | :func:`super` |
28| | :func:`chr` | | **H** | | :func:`object` | | |
29| | :func:`classmethod` | | :func:`hasattr` | | :func:`oct` | | **T** |
30| | :func:`compile` | | :func:`hash` | | :func:`open` | | |func-tuple|_ |
31| | :func:`complex` | | :func:`help` | | :func:`ord` | | :func:`type` |
32| | | | :func:`hex` | | | | |
33| | **D** | | | | **P** | | **V** |
34| | :func:`delattr` | | **I** | | :func:`pow` | | :func:`vars` |
35| | |func-dict|_ | | :func:`id` | | :func:`print` | | |
36| | :func:`dir` | | :func:`input` | | :func:`property` | | **Z** |
37| | :func:`divmod` | | :func:`int` | | | | :func:`zip` |
38| | | | :func:`isinstance` | | | | |
39| | | | :func:`issubclass` | | | | **_** |
40| | | | :func:`iter` | | | | :func:`__import__` |
41+-------------------------+-----------------------+-----------------------+-------------------------+
Georg Brandl116aa622007-08-15 14:28:22 +000042
Éric Araujo9edd9f02011-09-01 23:08:55 +020043.. using :func:`dict` would create a link to another page, so local targets are
44 used, with replacement texts to make the output in the table consistent
45
46.. |func-dict| replace:: ``dict()``
47.. |func-frozenset| replace:: ``frozenset()``
48.. |func-memoryview| replace:: ``memoryview()``
49.. |func-set| replace:: ``set()``
Nick Coghlan83c0ae52012-08-21 17:42:52 +100050.. |func-list| replace:: ``list()``
Chris Jerdonekbb4e9412012-11-28 01:38:40 -080051.. |func-str| replace:: ``str()``
Nick Coghlan83c0ae52012-08-21 17:42:52 +100052.. |func-tuple| replace:: ``tuple()``
53.. |func-range| replace:: ``range()``
csabellac6db4812017-04-26 01:47:01 -040054.. |func-bytearray| replace:: ``bytearray()``
55.. |func-bytes| replace:: ``bytes()``
Éric Araujo9edd9f02011-09-01 23:08:55 +020056
Georg Brandl116aa622007-08-15 14:28:22 +000057.. function:: abs(x)
58
Georg Brandlba956ae2007-11-29 17:24:34 +000059 Return the absolute value of a number. The argument may be an
Windson yang28316422020-05-29 19:35:34 +080060 integer, a floating point number, or an object implementing :meth:`__abs__`.
61 If the argument is a complex number, its magnitude is returned.
Georg Brandl116aa622007-08-15 14:28:22 +000062
63
64.. function:: all(iterable)
65
Serhiy Storchakafbc1c262013-11-29 12:17:13 +020066 Return ``True`` if all elements of the *iterable* are true (or if the iterable
Georg Brandl0192bff2009-04-27 16:49:41 +000067 is empty). Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +000068
69 def all(iterable):
70 for element in iterable:
71 if not element:
72 return False
73 return True
74
Georg Brandl116aa622007-08-15 14:28:22 +000075
76.. function:: any(iterable)
77
Serhiy Storchakafbc1c262013-11-29 12:17:13 +020078 Return ``True`` if any element of the *iterable* is true. If the iterable
79 is empty, return ``False``. Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +000080
81 def any(iterable):
82 for element in iterable:
83 if element:
84 return True
85 return False
86
Georg Brandl116aa622007-08-15 14:28:22 +000087
Georg Brandl559e5d72008-06-11 18:37:52 +000088.. function:: ascii(object)
89
90 As :func:`repr`, return a string containing a printable representation of an
91 object, but escape the non-ASCII characters in the string returned by
92 :func:`repr` using ``\x``, ``\u`` or ``\U`` escapes. This generates a string
93 similar to that returned by :func:`repr` in Python 2.
94
95
Georg Brandl116aa622007-08-15 14:28:22 +000096.. function:: bin(x)
97
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +030098 Convert an integer number to a binary string prefixed with "0b". The result
99 is a valid Python expression. If *x* is not a Python :class:`int` object, it
100 has to define an :meth:`__index__` method that returns an integer. Some
101 examples:
102
103 >>> bin(3)
104 '0b11'
105 >>> bin(-10)
106 '-0b1010'
107
108 If prefix "0b" is desired or not, you can use either of the following ways.
109
110 >>> format(14, '#b'), format(14, 'b')
111 ('0b1110', '1110')
112 >>> f'{14:#b}', f'{14:b}'
113 ('0b1110', '1110')
114
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300115 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +0000116
Georg Brandl116aa622007-08-15 14:28:22 +0000117
Georg Brandleb7e8f62014-10-06 13:54:36 +0200118.. class:: bool([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000119
Georg Brandleb7e8f62014-10-06 13:54:36 +0200120 Return a Boolean value, i.e. one of ``True`` or ``False``. *x* is converted
121 using the standard :ref:`truth testing procedure <truth>`. If *x* is false
122 or omitted, this returns ``False``; otherwise it returns ``True``. The
123 :class:`bool` class is a subclass of :class:`int` (see :ref:`typesnumeric`).
124 It cannot be subclassed further. Its only instances are ``False`` and
Éric Araujo18ddf822011-09-01 23:10:36 +0200125 ``True`` (see :ref:`bltin-boolean-values`).
Georg Brandl116aa622007-08-15 14:28:22 +0000126
127 .. index:: pair: Boolean; type
128
Louis Sautier3fe89da2018-08-27 12:45:26 +0200129 .. versionchanged:: 3.7
130 *x* is now a positional-only parameter.
Georg Brandl116aa622007-08-15 14:28:22 +0000131
Barry Warsaw36c1d1f2017-10-05 12:11:18 -0400132.. function:: breakpoint(*args, **kws)
133
134 This function drops you into the debugger at the call site. Specifically,
135 it calls :func:`sys.breakpointhook`, passing ``args`` and ``kws`` straight
136 through. By default, ``sys.breakpointhook()`` calls
137 :func:`pdb.set_trace()` expecting no arguments. In this case, it is
138 purely a convenience function so you don't have to explicitly import
139 :mod:`pdb` or type as much code to enter the debugger. However,
140 :func:`sys.breakpointhook` can be set to some other function and
141 :func:`breakpoint` will automatically call that, allowing you to drop into
142 the debugger of choice.
143
Steve Dower44f91c32019-06-27 10:47:59 -0700144 .. audit-event:: builtins.breakpoint breakpointhook breakpoint
Steve Dower60419a72019-06-24 08:42:54 -0700145
Barry Warsaw36c1d1f2017-10-05 12:11:18 -0400146 .. versionadded:: 3.7
147
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000148.. _func-bytearray:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200149.. class:: bytearray([source[, encoding[, errors]]])
csabellac6db4812017-04-26 01:47:01 -0400150 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000151
Georg Brandleb7e8f62014-10-06 13:54:36 +0200152 Return a new array of bytes. The :class:`bytearray` class is a mutable
Georg Brandl95414632007-11-22 11:00:28 +0000153 sequence of integers in the range 0 <= x < 256. It has most of the usual
154 methods of mutable sequences, described in :ref:`typesseq-mutable`, as well
Antoine Pitroub85b3af2010-11-20 19:36:05 +0000155 as most methods that the :class:`bytes` type has, see :ref:`bytes-methods`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000156
Georg Brandl036490d2009-05-17 13:00:36 +0000157 The optional *source* parameter can be used to initialize the array in a few
Georg Brandl85eb8c12007-08-31 16:33:38 +0000158 different ways:
159
160 * If it is a *string*, you must also give the *encoding* (and optionally,
Georg Brandlf6945182008-02-01 11:56:49 +0000161 *errors*) parameters; :func:`bytearray` then converts the string to
Guido van Rossum98297ee2007-11-06 21:34:58 +0000162 bytes using :meth:`str.encode`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000163
164 * If it is an *integer*, the array will have that size and will be
165 initialized with null bytes.
166
Antoine0f25c232020-10-26 06:26:34 +0100167 * If it is an object conforming to the :ref:`buffer interface <bufferobjects>`,
168 a read-only buffer of the object will be used to initialize the bytes array.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000169
Guido van Rossum98297ee2007-11-06 21:34:58 +0000170 * If it is an *iterable*, it must be an iterable of integers in the range
171 ``0 <= x < 256``, which are used as the initial contents of the array.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000172
173 Without an argument, an array of size 0 is created.
174
Chris Jerdonek006d9072012-10-12 20:28:26 -0700175 See also :ref:`binaryseq` and :ref:`typebytearray`.
176
Georg Brandl85eb8c12007-08-31 16:33:38 +0000177
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000178.. _func-bytes:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200179.. class:: bytes([source[, encoding[, errors]]])
csabellac6db4812017-04-26 01:47:01 -0400180 :noindex:
Guido van Rossum98297ee2007-11-06 21:34:58 +0000181
182 Return a new "bytes" object, which is an immutable sequence of integers in
183 the range ``0 <= x < 256``. :class:`bytes` is an immutable version of
Georg Brandl95414632007-11-22 11:00:28 +0000184 :class:`bytearray` -- it has the same non-mutating methods and the same
185 indexing and slicing behavior.
Georg Brandl48310cd2009-01-03 21:18:54 +0000186
Georg Brandl476b3552009-04-29 06:37:12 +0000187 Accordingly, constructor arguments are interpreted as for :func:`bytearray`.
Guido van Rossum98297ee2007-11-06 21:34:58 +0000188
189 Bytes objects can also be created with literals, see :ref:`strings`.
190
Chris Jerdonek006d9072012-10-12 20:28:26 -0700191 See also :ref:`binaryseq`, :ref:`typebytes`, and :ref:`bytes-methods`.
192
Guido van Rossum98297ee2007-11-06 21:34:58 +0000193
Antoine Pitroue71362d2010-11-27 22:00:11 +0000194.. function:: callable(object)
195
196 Return :const:`True` if the *object* argument appears callable,
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200197 :const:`False` if not. If this returns ``True``, it is still possible that a
198 call fails, but if it is ``False``, calling *object* will never succeed.
Antoine Pitroue71362d2010-11-27 22:00:11 +0000199 Note that classes are callable (calling a class returns a new instance);
200 instances are callable if their class has a :meth:`__call__` method.
201
202 .. versionadded:: 3.2
203 This function was first removed in Python 3.0 and then brought back
204 in Python 3.2.
205
206
Georg Brandl116aa622007-08-15 14:28:22 +0000207.. function:: chr(i)
208
Georg Brandl3be472b2015-01-14 08:26:30 +0100209 Return the string representing a character whose Unicode code point is the
Nick Coghlaneed67192014-08-17 14:07:53 +1000210 integer *i*. For example, ``chr(97)`` returns the string ``'a'``, while
Terry Jan Reedy01a9a952016-03-23 13:36:52 -0400211 ``chr(8364)`` returns the string ``'€'``. This is the inverse of :func:`ord`.
Nick Coghlaneed67192014-08-17 14:07:53 +1000212
213 The valid range for the argument is from 0 through 1,114,111 (0x10FFFF in
214 base 16). :exc:`ValueError` will be raised if *i* is outside that range.
Alexander Belopolsky5d4dd3e2010-11-18 18:50:13 +0000215
Georg Brandl116aa622007-08-15 14:28:22 +0000216
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +0900217.. decorator:: classmethod
Georg Brandl116aa622007-08-15 14:28:22 +0000218
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +0900219 Transform a method into a class method.
Georg Brandl116aa622007-08-15 14:28:22 +0000220
221 A class method receives the class as implicit first argument, just like an
222 instance method receives the instance. To declare a class method, use this
223 idiom::
224
225 class C:
226 @classmethod
227 def f(cls, arg1, arg2, ...): ...
228
Andre Delfino548cb602019-03-25 19:53:43 -0300229 The ``@classmethod`` form is a function :term:`decorator` -- see
230 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000231
Andre Delfino548cb602019-03-25 19:53:43 -0300232 A class method can be called either on the class (such as ``C.f()``) or on an instance (such
Georg Brandl116aa622007-08-15 14:28:22 +0000233 as ``C().f()``). The instance is ignored except for its class. If a class
234 method is called for a derived class, the derived class object is passed as the
235 implied first argument.
236
237 Class methods are different than C++ or Java static methods. If you want those,
Berker Peksag805f8f92019-08-25 01:37:25 +0300238 see :func:`staticmethod` in this section.
Andre Delfino548cb602019-03-25 19:53:43 -0300239 For more information on class methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +0000240
Berker Peksag805f8f92019-08-25 01:37:25 +0300241 .. versionchanged:: 3.9
242 Class methods can now wrap other :term:`descriptors <descriptor>` such as
243 :func:`property`.
Georg Brandl116aa622007-08-15 14:28:22 +0000244
Georg Brandl8334fd92010-12-04 10:26:46 +0000245.. function:: compile(source, filename, mode, flags=0, dont_inherit=False, optimize=-1)
Georg Brandl116aa622007-08-15 14:28:22 +0000246
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000247 Compile the *source* into a code or AST object. Code objects can be executed
Benjamin Peterson933142a2013-12-06 20:12:39 -0500248 by :func:`exec` or :func:`eval`. *source* can either be a normal string, a
249 byte string, or an AST object. Refer to the :mod:`ast` module documentation
250 for information on how to work with AST objects.
Georg Brandl116aa622007-08-15 14:28:22 +0000251
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000252 The *filename* argument should give the file from which the code was read;
253 pass some recognizable value if it wasn't read from a file (``'<string>'`` is
254 commonly used).
255
256 The *mode* argument specifies what kind of code must be compiled; it can be
257 ``'exec'`` if *source* consists of a sequence of statements, ``'eval'`` if it
258 consists of a single expression, or ``'single'`` if it consists of a single
259 interactive statement (in the latter case, expression statements that
R. David Murray66011262009-06-25 17:37:57 +0000260 evaluate to something other than ``None`` will be printed).
Georg Brandl116aa622007-08-15 14:28:22 +0000261
Rafael Fontenelleb76a8402020-10-29 17:48:21 -0300262 The optional arguments *flags* and *dont_inherit* control which
Batuhan Taskaya15593892020-10-19 04:14:11 +0300263 :ref:`compiler options <ast-compiler-flags>` should be activated
264 and which :ref:`future features <future>` should be allowed. If neither
265 is present (or both are zero) the code is compiled with the same flags that
266 affect the code that is calling :func:`compile`. If the *flags*
267 argument is given and *dont_inherit* is not (or is zero) then the compiler
268 options and the future statements specified by the *flags* argument are used
269 in addition to those that would be used anyway. If *dont_inherit* is a
270 non-zero integer then the *flags* argument is it -- the flags (future
271 features and compiler options) in the surrounding code are ignored.
Georg Brandl116aa622007-08-15 14:28:22 +0000272
Batuhan Taskaya15593892020-10-19 04:14:11 +0300273 Compiler options and future statements are specified by bits which can be
274 bitwise ORed together to specify multiple options. The bitfield required to
275 specify a given future feature can be found as the
276 :attr:`~__future__._Feature.compiler_flag` attribute on the
277 :class:`~__future__._Feature` instance in the :mod:`__future__` module.
278 :ref:`Compiler flags <ast-compiler-flags>` can be found in :mod:`ast`
279 module, with ``PyCF_`` prefix.
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700280
Georg Brandl8334fd92010-12-04 10:26:46 +0000281 The argument *optimize* specifies the optimization level of the compiler; the
282 default value of ``-1`` selects the optimization level of the interpreter as
283 given by :option:`-O` options. Explicit levels are ``0`` (no optimization;
284 ``__debug__`` is true), ``1`` (asserts are removed, ``__debug__`` is false)
285 or ``2`` (docstrings are removed too).
286
Christian Heimes7f044312008-01-06 17:05:40 +0000287 This function raises :exc:`SyntaxError` if the compiled source is invalid,
Berker Peksag0334c3c2016-02-21 22:00:12 +0200288 and :exc:`ValueError` if the source contains null bytes.
Christian Heimes7f044312008-01-06 17:05:40 +0000289
Georg Brandle4196d32014-10-31 09:41:46 +0100290 If you want to parse Python code into its AST representation, see
291 :func:`ast.parse`.
292
Steve Dower44f91c32019-06-27 10:47:59 -0700293 .. audit-event:: compile source,filename compile
Steve Dowerb82e17e2019-05-23 08:45:22 -0700294
Steve Dower60419a72019-06-24 08:42:54 -0700295 Raises an :ref:`auditing event <auditing>` ``compile`` with arguments
Steve Dowerb82e17e2019-05-23 08:45:22 -0700296 ``source`` and ``filename``. This event may also be raised by implicit
297 compilation.
298
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000299 .. note::
300
Benjamin Peterson20211002009-11-25 18:34:42 +0000301 When compiling a string with multi-line code in ``'single'`` or
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000302 ``'eval'`` mode, input must be terminated by at least one newline
303 character. This is to facilitate detection of incomplete and complete
304 statements in the :mod:`code` module.
305
Brett Cannonf7a6ff62018-03-09 13:13:32 -0800306 .. warning::
307
308 It is possible to crash the Python interpreter with a
309 sufficiently large/complex string when compiling to an AST
310 object due to stack depth limitations in Python's AST compiler.
311
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000312 .. versionchanged:: 3.2
313 Allowed use of Windows and Mac newlines. Also input in ``'exec'`` mode
Georg Brandl8334fd92010-12-04 10:26:46 +0000314 does not have to end in a newline anymore. Added the *optimize* parameter.
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000315
Berker Peksag0334c3c2016-02-21 22:00:12 +0200316 .. versionchanged:: 3.5
317 Previously, :exc:`TypeError` was raised when null bytes were encountered
318 in *source*.
319
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700320 .. versionadded:: 3.8
321 ``ast.PyCF_ALLOW_TOP_LEVEL_AWAIT`` can now be passed in flags to enable
322 support for top-level ``await``, ``async for``, and ``async with``.
323
Georg Brandl116aa622007-08-15 14:28:22 +0000324
Georg Brandleb7e8f62014-10-06 13:54:36 +0200325.. class:: complex([real[, imag]])
Georg Brandl116aa622007-08-15 14:28:22 +0000326
Terry Jan Reedy43cba212015-05-23 16:16:28 -0400327 Return a complex number with the value *real* + *imag*\*1j or convert a string
Georg Brandleb7e8f62014-10-06 13:54:36 +0200328 or number to a complex number. If the first parameter is a string, it will
329 be interpreted as a complex number and the function must be called without a
330 second parameter. The second parameter can never be a string. Each argument
331 may be any numeric type (including complex). If *imag* is omitted, it
332 defaults to zero and the constructor serves as a numeric conversion like
333 :class:`int` and :class:`float`. If both arguments are omitted, returns
334 ``0j``.
Georg Brandl116aa622007-08-15 14:28:22 +0000335
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300336 For a general Python object ``x``, ``complex(x)`` delegates to
337 ``x.__complex__()``. If ``__complex__()`` is not defined then it falls back
338 to :meth:`__float__`. If ``__float__()`` is not defined then it falls back
339 to :meth:`__index__`.
340
Mark Dickinson328dd0d2012-03-10 16:09:35 +0000341 .. note::
342
343 When converting from a string, the string must not contain whitespace
344 around the central ``+`` or ``-`` operator. For example,
345 ``complex('1+2j')`` is fine, but ``complex('1 + 2j')`` raises
346 :exc:`ValueError`.
347
Georg Brandl116aa622007-08-15 14:28:22 +0000348 The complex type is described in :ref:`typesnumeric`.
349
Brett Cannona721aba2016-09-09 14:57:09 -0700350 .. versionchanged:: 3.6
351 Grouping digits with underscores as in code literals is allowed.
352
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300353 .. versionchanged:: 3.8
354 Falls back to :meth:`__index__` if :meth:`__complex__` and
355 :meth:`__float__` are not defined.
356
Georg Brandl116aa622007-08-15 14:28:22 +0000357
358.. function:: delattr(object, name)
359
360 This is a relative of :func:`setattr`. The arguments are an object and a
361 string. The string must be the name of one of the object's attributes. The
362 function deletes the named attribute, provided the object allows it. For
363 example, ``delattr(x, 'foobar')`` is equivalent to ``del x.foobar``.
364
365
Éric Araujo9edd9f02011-09-01 23:08:55 +0200366.. _func-dict:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200367.. class:: dict(**kwarg)
368 dict(mapping, **kwarg)
369 dict(iterable, **kwarg)
Georg Brandl116aa622007-08-15 14:28:22 +0000370 :noindex:
371
Chris Jerdonekf3413172012-10-13 03:22:33 -0700372 Create a new dictionary. The :class:`dict` object is the dictionary class.
Georg Brandleb7e8f62014-10-06 13:54:36 +0200373 See :class:`dict` and :ref:`typesmapping` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000374
Chris Jerdonekf3413172012-10-13 03:22:33 -0700375 For other containers see the built-in :class:`list`, :class:`set`, and
376 :class:`tuple` classes, as well as the :mod:`collections` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000377
378
379.. function:: dir([object])
380
381 Without arguments, return the list of names in the current local scope. With an
382 argument, attempt to return a list of valid attributes for that object.
383
384 If the object has a method named :meth:`__dir__`, this method will be called and
385 must return the list of attributes. This allows objects that implement a custom
386 :func:`__getattr__` or :func:`__getattribute__` function to customize the way
387 :func:`dir` reports their attributes.
388
389 If the object does not provide :meth:`__dir__`, the function tries its best to
Martin Panterbae5d812016-06-18 03:57:31 +0000390 gather information from the object's :attr:`~object.__dict__` attribute, if defined, and
Georg Brandl116aa622007-08-15 14:28:22 +0000391 from its type object. The resulting list is not necessarily complete, and may
392 be inaccurate when the object has a custom :func:`__getattr__`.
393
394 The default :func:`dir` mechanism behaves differently with different types of
395 objects, as it attempts to produce the most relevant, rather than complete,
396 information:
397
398 * If the object is a module object, the list contains the names of the module's
399 attributes.
400
401 * If the object is a type or class object, the list contains the names of its
402 attributes, and recursively of the attributes of its bases.
403
404 * Otherwise, the list contains the object's attributes' names, the names of its
405 class's attributes, and recursively of the attributes of its class's base
406 classes.
407
Christian Heimesfe337bf2008-03-23 21:54:12 +0000408 The resulting list is sorted alphabetically. For example:
409
410 >>> import struct
Marco Buttue65fcde2017-04-27 14:23:34 +0200411 >>> dir() # show the names in the module namespace # doctest: +SKIP
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300412 ['__builtins__', '__name__', 'struct']
413 >>> dir(struct) # show the names in the struct module # doctest: +SKIP
414 ['Struct', '__all__', '__builtins__', '__cached__', '__doc__', '__file__',
415 '__initializing__', '__loader__', '__name__', '__package__',
416 '_clearcache', 'calcsize', 'error', 'pack', 'pack_into',
Christian Heimesfe337bf2008-03-23 21:54:12 +0000417 'unpack', 'unpack_from']
Ezio Melottiaf8838f2013-03-11 09:30:21 +0200418 >>> class Shape:
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300419 ... def __dir__(self):
420 ... return ['area', 'perimeter', 'location']
Raymond Hettinger90289282011-06-01 16:17:23 -0700421 >>> s = Shape()
422 >>> dir(s)
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300423 ['area', 'location', 'perimeter']
Georg Brandl116aa622007-08-15 14:28:22 +0000424
425 .. note::
426
427 Because :func:`dir` is supplied primarily as a convenience for use at an
Georg Brandl036490d2009-05-17 13:00:36 +0000428 interactive prompt, it tries to supply an interesting set of names more
429 than it tries to supply a rigorously or consistently defined set of names,
430 and its detailed behavior may change across releases. For example,
431 metaclass attributes are not in the result list when the argument is a
432 class.
Georg Brandl116aa622007-08-15 14:28:22 +0000433
434
435.. function:: divmod(a, b)
436
437 Take two (non complex) numbers as arguments and return a pair of numbers
Georg Brandl036490d2009-05-17 13:00:36 +0000438 consisting of their quotient and remainder when using integer division. With
439 mixed operand types, the rules for binary arithmetic operators apply. For
440 integers, the result is the same as ``(a // b, a % b)``. For floating point
441 numbers the result is ``(q, a % b)``, where *q* is usually ``math.floor(a /
442 b)`` but may be 1 less than that. In any case ``q * b + a % b`` is very
443 close to *a*, if ``a % b`` is non-zero it has the same sign as *b*, and ``0
444 <= abs(a % b) < abs(b)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000445
Georg Brandl116aa622007-08-15 14:28:22 +0000446
Georg Brandl036490d2009-05-17 13:00:36 +0000447.. function:: enumerate(iterable, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +0000448
Georg Brandld11ae5d2008-05-16 13:27:32 +0000449 Return an enumerate object. *iterable* must be a sequence, an
Ezio Melotti7fa82222012-10-12 13:42:08 +0300450 :term:`iterator`, or some other object which supports iteration.
451 The :meth:`~iterator.__next__` method of the iterator returned by
452 :func:`enumerate` returns a tuple containing a count (from *start* which
453 defaults to 0) and the values obtained from iterating over *iterable*.
Georg Brandl116aa622007-08-15 14:28:22 +0000454
Raymond Hettinger9d3df6d2011-06-25 15:00:14 +0200455 >>> seasons = ['Spring', 'Summer', 'Fall', 'Winter']
456 >>> list(enumerate(seasons))
457 [(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]
458 >>> list(enumerate(seasons, start=1))
459 [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
Raymond Hettinger90289282011-06-01 16:17:23 -0700460
461 Equivalent to::
462
463 def enumerate(sequence, start=0):
464 n = start
465 for elem in sequence:
466 yield n, elem
467 n += 1
Georg Brandl116aa622007-08-15 14:28:22 +0000468
Georg Brandl116aa622007-08-15 14:28:22 +0000469
smokephil7a0023e2019-09-11 12:30:04 +0200470.. function:: eval(expression[, globals[, locals]])
Georg Brandl116aa622007-08-15 14:28:22 +0000471
472 The arguments are a string and optional globals and locals. If provided,
473 *globals* must be a dictionary. If provided, *locals* can be any mapping
474 object.
475
Georg Brandl116aa622007-08-15 14:28:22 +0000476 The *expression* argument is parsed and evaluated as a Python expression
477 (technically speaking, a condition list) using the *globals* and *locals*
Georg Brandl9afde1c2007-11-01 20:32:30 +0000478 dictionaries as global and local namespace. If the *globals* dictionary is
Berker Peksag225b0552018-08-19 13:25:33 +0300479 present and does not contain a value for the key ``__builtins__``, a
480 reference to the dictionary of the built-in module :mod:`builtins` is
Antoinefc3dca32020-12-16 16:45:19 +0100481 inserted under that key before *expression* is parsed. That way you can
482 control what builtins are available to the executed code by inserting your
483 own ``__builtins__`` dictionary into *globals* before passing it to
484 :func:`eval`. If the *locals* dictionary is omitted it defaults to the
485 *globals* dictionary. If both dictionaries are omitted, the expression is
486 executed with the *globals* and *locals* in the environment where
487 :func:`eval` is called. Note, *eval()* does not have access to the
488 :term:`nested scopes <nested scope>` (non-locals) in the enclosing
489 environment.
Raymond Hettinger610a4822019-08-06 17:56:22 -0700490
491 The return value is the result of
Christian Heimesfe337bf2008-03-23 21:54:12 +0000492 the evaluated expression. Syntax errors are reported as exceptions. Example:
Georg Brandl116aa622007-08-15 14:28:22 +0000493
494 >>> x = 1
Georg Brandl6911e3c2007-09-04 07:15:32 +0000495 >>> eval('x+1')
Georg Brandl116aa622007-08-15 14:28:22 +0000496 2
497
Benjamin Peterson3e4f0552008-09-02 00:31:15 +0000498 This function can also be used to execute arbitrary code objects (such as
499 those created by :func:`compile`). In this case pass a code object instead
500 of a string. If the code object has been compiled with ``'exec'`` as the
Georg Brandl1f70cdf2010-03-21 09:04:24 +0000501 *mode* argument, :func:`eval`\'s return value will be ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000502
503 Hints: dynamic execution of statements is supported by the :func:`exec`
504 function. The :func:`globals` and :func:`locals` functions
505 returns the current global and local dictionary, respectively, which may be
506 useful to pass around for use by :func:`eval` or :func:`exec`.
507
Batuhan Taskayae799aa82020-10-04 03:46:44 +0300508 If the given source is a string, then leading and trailing spaces and tabs
509 are stripped.
510
Georg Brandl05bfcc52010-07-11 09:42:10 +0000511 See :func:`ast.literal_eval` for a function that can safely evaluate strings
512 with expressions containing only literals.
513
Steve Dower44f91c32019-06-27 10:47:59 -0700514 .. audit-event:: exec code_object eval
Steve Dowerb82e17e2019-05-23 08:45:22 -0700515
Steve Dower60419a72019-06-24 08:42:54 -0700516 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
517 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700518
Berker Peksag3410af42014-07-04 15:06:45 +0300519.. index:: builtin: exec
Georg Brandl116aa622007-08-15 14:28:22 +0000520
521.. function:: exec(object[, globals[, locals]])
522
Benjamin Petersond3013ff2008-11-11 21:43:42 +0000523 This function supports dynamic execution of Python code. *object* must be
524 either a string or a code object. If it is a string, the string is parsed as
525 a suite of Python statements which is then executed (unless a syntax error
Georg Brandl47f27a32009-03-31 16:57:13 +0000526 occurs). [#]_ If it is a code object, it is simply executed. In all cases,
527 the code that's executed is expected to be valid as file input (see the
528 section "File input" in the Reference Manual). Be aware that the
Terry Jan Reedy0ec57e22021-02-07 00:28:50 -0500529 :keyword:`nonlocal`, :keyword:`yield`, and :keyword:`return`
530 statements may not be used outside of
Georg Brandl47f27a32009-03-31 16:57:13 +0000531 function definitions even within the context of code passed to the
532 :func:`exec` function. The return value is ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000533
534 In all cases, if the optional parts are omitted, the code is executed in the
Anthony Shaw059b9ea2019-06-02 01:51:58 +1000535 current scope. If only *globals* is provided, it must be a dictionary
536 (and not a subclass of dictionary), which
Georg Brandl116aa622007-08-15 14:28:22 +0000537 will be used for both the global and the local variables. If *globals* and
538 *locals* are given, they are used for the global and local variables,
Terry Jan Reedy83efd6c2012-07-08 17:36:14 -0400539 respectively. If provided, *locals* can be any mapping object. Remember
540 that at module level, globals and locals are the same dictionary. If exec
541 gets two separate objects as *globals* and *locals*, the code will be
542 executed as if it were embedded in a class definition.
Georg Brandl116aa622007-08-15 14:28:22 +0000543
544 If the *globals* dictionary does not contain a value for the key
545 ``__builtins__``, a reference to the dictionary of the built-in module
Georg Brandl1a3284e2007-12-02 09:40:06 +0000546 :mod:`builtins` is inserted under that key. That way you can control what
Georg Brandl116aa622007-08-15 14:28:22 +0000547 builtins are available to the executed code by inserting your own
548 ``__builtins__`` dictionary into *globals* before passing it to :func:`exec`.
549
Steve Dower44f91c32019-06-27 10:47:59 -0700550 .. audit-event:: exec code_object exec
Steve Dowerb82e17e2019-05-23 08:45:22 -0700551
Steve Dower60419a72019-06-24 08:42:54 -0700552 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
553 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700554
Georg Brandl116aa622007-08-15 14:28:22 +0000555 .. note::
556
557 The built-in functions :func:`globals` and :func:`locals` return the current
558 global and local dictionary, respectively, which may be useful to pass around
559 for use as the second and third argument to :func:`exec`.
560
Georg Brandle720c0a2009-04-27 16:20:50 +0000561 .. note::
Georg Brandl116aa622007-08-15 14:28:22 +0000562
563 The default *locals* act as described for function :func:`locals` below:
Georg Brandlf6945182008-02-01 11:56:49 +0000564 modifications to the default *locals* dictionary should not be attempted.
565 Pass an explicit *locals* dictionary if you need to see effects of the
566 code on *locals* after function :func:`exec` returns.
Georg Brandl116aa622007-08-15 14:28:22 +0000567
568
569.. function:: filter(function, iterable)
570
Georg Brandl952aea22007-09-04 17:50:40 +0000571 Construct an iterator from those elements of *iterable* for which *function*
572 returns true. *iterable* may be either a sequence, a container which
Georg Brandl9afde1c2007-11-01 20:32:30 +0000573 supports iteration, or an iterator. If *function* is ``None``, the identity
574 function is assumed, that is, all elements of *iterable* that are false are
575 removed.
Georg Brandl116aa622007-08-15 14:28:22 +0000576
Georg Brandl952aea22007-09-04 17:50:40 +0000577 Note that ``filter(function, iterable)`` is equivalent to the generator
578 expression ``(item for item in iterable if function(item))`` if function is
579 not ``None`` and ``(item for item in iterable if item)`` if function is
580 ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000581
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000582 See :func:`itertools.filterfalse` for the complementary function that returns
583 elements of *iterable* for which *function* returns false.
584
Georg Brandl116aa622007-08-15 14:28:22 +0000585
Georg Brandleb7e8f62014-10-06 13:54:36 +0200586.. class:: float([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000587
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000588 .. index::
589 single: NaN
590 single: Infinity
Georg Brandl116aa622007-08-15 14:28:22 +0000591
Georg Brandleb7e8f62014-10-06 13:54:36 +0200592 Return a floating point number constructed from a number or string *x*.
Georg Brandl116aa622007-08-15 14:28:22 +0000593
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000594 If the argument is a string, it should contain a decimal number, optionally
595 preceded by a sign, and optionally embedded in whitespace. The optional
596 sign may be ``'+'`` or ``'-'``; a ``'+'`` sign has no effect on the value
597 produced. The argument may also be a string representing a NaN
598 (not-a-number), or a positive or negative infinity. More precisely, the
599 input must conform to the following grammar after leading and trailing
600 whitespace characters are removed:
Georg Brandl116aa622007-08-15 14:28:22 +0000601
Victor Stinner8af239e2020-09-18 09:10:15 +0200602 .. productionlist:: float
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000603 sign: "+" | "-"
604 infinity: "Infinity" | "inf"
605 nan: "nan"
Georg Brandl46402372010-12-04 19:06:18 +0000606 numeric_value: `floatnumber` | `infinity` | `nan`
607 numeric_string: [`sign`] `numeric_value`
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000608
609 Here ``floatnumber`` is the form of a Python floating-point literal,
610 described in :ref:`floating`. Case is not significant, so, for example,
611 "inf", "Inf", "INFINITY" and "iNfINity" are all acceptable spellings for
612 positive infinity.
613
614 Otherwise, if the argument is an integer or a floating point number, a
615 floating point number with the same value (within Python's floating point
616 precision) is returned. If the argument is outside the range of a Python
617 float, an :exc:`OverflowError` will be raised.
618
619 For a general Python object ``x``, ``float(x)`` delegates to
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300620 ``x.__float__()``. If ``__float__()`` is not defined then it falls back
621 to :meth:`__index__`.
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000622
623 If no argument is given, ``0.0`` is returned.
624
625 Examples::
626
627 >>> float('+1.23')
628 1.23
629 >>> float(' -12345\n')
630 -12345.0
631 >>> float('1e-003')
632 0.001
633 >>> float('+1E6')
634 1000000.0
635 >>> float('-Infinity')
636 -inf
Georg Brandl116aa622007-08-15 14:28:22 +0000637
638 The float type is described in :ref:`typesnumeric`.
639
Brett Cannona721aba2016-09-09 14:57:09 -0700640 .. versionchanged:: 3.6
641 Grouping digits with underscores as in code literals is allowed.
Chris Jerdonekbb4e9412012-11-28 01:38:40 -0800642
Louis Sautier3fe89da2018-08-27 12:45:26 +0200643 .. versionchanged:: 3.7
644 *x* is now a positional-only parameter.
645
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300646 .. versionchanged:: 3.8
647 Falls back to :meth:`__index__` if :meth:`__float__` is not defined.
648
Éric Araujo9edd9f02011-09-01 23:08:55 +0200649
Brett Cannona721aba2016-09-09 14:57:09 -0700650.. index::
651 single: __format__
652 single: string; format() (built-in function)
653
Georg Brandl4b491312007-08-31 09:22:56 +0000654.. function:: format(value[, format_spec])
655
Georg Brandl5579ba92009-02-23 10:24:05 +0000656 Convert a *value* to a "formatted" representation, as controlled by
657 *format_spec*. The interpretation of *format_spec* will depend on the type
658 of the *value* argument, however there is a standard formatting syntax that
659 is used by most built-in types: :ref:`formatspec`.
Georg Brandl48310cd2009-01-03 21:18:54 +0000660
Raymond Hettinger30439b22011-05-11 10:47:27 -0700661 The default *format_spec* is an empty string which usually gives the same
Chris Jerdonek5fae0e52012-11-20 17:45:51 -0800662 effect as calling :func:`str(value) <str>`.
Georg Brandl4b491312007-08-31 09:22:56 +0000663
Raymond Hettinger30439b22011-05-11 10:47:27 -0700664 A call to ``format(value, format_spec)`` is translated to
Georg Brandle4196d32014-10-31 09:41:46 +0100665 ``type(value).__format__(value, format_spec)`` which bypasses the instance
Raymond Hettinger30439b22011-05-11 10:47:27 -0700666 dictionary when searching for the value's :meth:`__format__` method. A
Larry Hastings3732ed22014-03-15 21:13:56 -0700667 :exc:`TypeError` exception is raised if the method search reaches
668 :mod:`object` and the *format_spec* is non-empty, or if either the
669 *format_spec* or the return value are not strings.
Georg Brandl4b491312007-08-31 09:22:56 +0000670
Larry Hastings3732ed22014-03-15 21:13:56 -0700671 .. versionchanged:: 3.4
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200672 ``object().__format__(format_spec)`` raises :exc:`TypeError`
Larry Hastings3732ed22014-03-15 21:13:56 -0700673 if *format_spec* is not an empty string.
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200674
Éric Araujo9edd9f02011-09-01 23:08:55 +0200675
676.. _func-frozenset:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200677.. class:: frozenset([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +0000678 :noindex:
679
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800680 Return a new :class:`frozenset` object, optionally with elements taken from
681 *iterable*. ``frozenset`` is a built-in class. See :class:`frozenset` and
682 :ref:`types-set` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000683
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800684 For other containers see the built-in :class:`set`, :class:`list`,
685 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
686 module.
Georg Brandl116aa622007-08-15 14:28:22 +0000687
Georg Brandl116aa622007-08-15 14:28:22 +0000688
689.. function:: getattr(object, name[, default])
690
Georg Brandl8e4ddcf2010-10-16 18:51:05 +0000691 Return the value of the named attribute of *object*. *name* must be a string.
Georg Brandl116aa622007-08-15 14:28:22 +0000692 If the string is the name of one of the object's attributes, the result is the
693 value of that attribute. For example, ``getattr(x, 'foobar')`` is equivalent to
694 ``x.foobar``. If the named attribute does not exist, *default* is returned if
695 provided, otherwise :exc:`AttributeError` is raised.
696
Ken Jin2edaf6a2021-02-03 05:06:57 +0800697 .. note::
698
699 Since :ref:`private name mangling <private-name-mangling>` happens at
700 compilation time, one must manually mangle a private attribute's
701 (attributes with two leading underscores) name in order to retrieve it with
702 :func:`getattr`.
703
Georg Brandl116aa622007-08-15 14:28:22 +0000704
705.. function:: globals()
706
707 Return a dictionary representing the current global symbol table. This is always
708 the dictionary of the current module (inside a function or method, this is the
709 module where it is defined, not the module from which it is called).
710
711
712.. function:: hasattr(object, name)
713
Benjamin Peterson17689992010-08-24 03:26:23 +0000714 The arguments are an object and a string. The result is ``True`` if the
715 string is the name of one of the object's attributes, ``False`` if not. (This
716 is implemented by calling ``getattr(object, name)`` and seeing whether it
717 raises an :exc:`AttributeError` or not.)
Georg Brandl116aa622007-08-15 14:28:22 +0000718
719
720.. function:: hash(object)
721
Barry Warsaw224a5992013-07-15 14:47:29 -0400722 Return the hash value of the object (if it has one). Hash values are
723 integers. They are used to quickly compare dictionary keys during a
724 dictionary lookup. Numeric values that compare equal have the same hash
725 value (even if they are of different types, as is the case for 1 and 1.0).
Georg Brandl116aa622007-08-15 14:28:22 +0000726
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300727 .. note::
Barry Warsaw224a5992013-07-15 14:47:29 -0400728
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300729 For objects with custom :meth:`__hash__` methods, note that :func:`hash`
730 truncates the return value based on the bit width of the host machine.
731 See :meth:`__hash__` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000732
733.. function:: help([object])
734
735 Invoke the built-in help system. (This function is intended for interactive
736 use.) If no argument is given, the interactive help system starts on the
737 interpreter console. If the argument is a string, then the string is looked up
738 as the name of a module, function, class, method, keyword, or documentation
739 topic, and a help page is printed on the console. If the argument is any other
740 kind of object, a help page on the object is generated.
741
Lysandros Nikolaou1aeeaeb2019-03-10 12:30:11 +0100742 Note that if a slash(/) appears in the parameter list of a function, when
743 invoking :func:`help`, it means that the parameters prior to the slash are
744 positional-only. For more info, see
745 :ref:`the FAQ entry on positional-only parameters <faq-positional-only-arguments>`.
746
Christian Heimes9bd667a2008-01-20 15:14:11 +0000747 This function is added to the built-in namespace by the :mod:`site` module.
748
Larry Hastings3732ed22014-03-15 21:13:56 -0700749 .. versionchanged:: 3.4
750 Changes to :mod:`pydoc` and :mod:`inspect` mean that the reported
751 signatures for callables are now more comprehensive and consistent.
752
Georg Brandl116aa622007-08-15 14:28:22 +0000753
754.. function:: hex(x)
755
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300756 Convert an integer number to a lowercase hexadecimal string prefixed with
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300757 "0x". If *x* is not a Python :class:`int` object, it has to define an
758 :meth:`__index__` method that returns an integer. Some examples:
Larry Hastings3732ed22014-03-15 21:13:56 -0700759
760 >>> hex(255)
761 '0xff'
762 >>> hex(-42)
763 '-0x2a'
764
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300765 If you want to convert an integer number to an uppercase or lower hexadecimal
766 string with prefix or not, you can use either of the following ways:
767
768 >>> '%#x' % 255, '%x' % 255, '%X' % 255
769 ('0xff', 'ff', 'FF')
770 >>> format(255, '#x'), format(255, 'x'), format(255, 'X')
771 ('0xff', 'ff', 'FF')
772 >>> f'{255:#x}', f'{255:x}', f'{255:X}'
773 ('0xff', 'ff', 'FF')
774
775 See also :func:`format` for more information.
Larry Hastings3732ed22014-03-15 21:13:56 -0700776
777 See also :func:`int` for converting a hexadecimal string to an
778 integer using a base of 16.
Georg Brandl116aa622007-08-15 14:28:22 +0000779
Mark Dickinson36cea392009-10-03 10:18:40 +0000780 .. note::
781
782 To obtain a hexadecimal string representation for a float, use the
783 :meth:`float.hex` method.
784
Georg Brandl116aa622007-08-15 14:28:22 +0000785
786.. function:: id(object)
787
Georg Brandlba956ae2007-11-29 17:24:34 +0000788 Return the "identity" of an object. This is an integer which
Georg Brandl116aa622007-08-15 14:28:22 +0000789 is guaranteed to be unique and constant for this object during its lifetime.
Georg Brandl495f7b52009-10-27 15:28:25 +0000790 Two objects with non-overlapping lifetimes may have the same :func:`id`
791 value.
792
Éric Araujof33de712011-05-27 04:42:47 +0200793 .. impl-detail:: This is the address of the object in memory.
Georg Brandl116aa622007-08-15 14:28:22 +0000794
Saiyang Gou3f7e9902020-10-20 12:23:15 -0700795 .. audit-event:: builtins.id id id
796
Georg Brandl116aa622007-08-15 14:28:22 +0000797
Georg Brandlc0902982007-09-12 21:29:27 +0000798.. function:: input([prompt])
799
800 If the *prompt* argument is present, it is written to standard output without
801 a trailing newline. The function then reads a line from input, converts it
802 to a string (stripping a trailing newline), and returns that. When EOF is
803 read, :exc:`EOFError` is raised. Example::
804
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300805 >>> s = input('--> ') # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000806 --> Monty Python's Flying Circus
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300807 >>> s # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000808 "Monty Python's Flying Circus"
809
Georg Brandl7b469422007-09-12 21:32:27 +0000810 If the :mod:`readline` module was loaded, then :func:`input` will use it
Georg Brandlc0902982007-09-12 21:29:27 +0000811 to provide elaborate line editing and history features.
812
Steve Dower44f91c32019-06-27 10:47:59 -0700813 .. audit-event:: builtins.input prompt input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700814
Steve Dower60419a72019-06-24 08:42:54 -0700815 Raises an :ref:`auditing event <auditing>` ``builtins.input`` with
Steve Dowerb82e17e2019-05-23 08:45:22 -0700816 argument ``prompt`` before reading input
817
Steve Dower44f91c32019-06-27 10:47:59 -0700818 .. audit-event:: builtins.input/result result input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700819
820 Raises an auditing event ``builtins.input/result`` with the result after
821 successfully reading input.
822
Georg Brandlc0902982007-09-12 21:29:27 +0000823
Louis Sautier3fe89da2018-08-27 12:45:26 +0200824.. class:: int([x])
Georg Brandleb7e8f62014-10-06 13:54:36 +0200825 int(x, base=10)
Georg Brandl116aa622007-08-15 14:28:22 +0000826
Georg Brandleb7e8f62014-10-06 13:54:36 +0200827 Return an integer object constructed from a number or string *x*, or return
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300828 ``0`` if no arguments are given. If *x* defines :meth:`__int__`,
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300829 ``int(x)`` returns ``x.__int__()``. If *x* defines :meth:`__index__`,
830 it returns ``x.__index__()``. If *x* defines :meth:`__trunc__`,
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300831 it returns ``x.__trunc__()``.
832 For floating point numbers, this truncates towards zero.
Chris Jerdonek57491e02012-09-28 00:10:44 -0700833
834 If *x* is not a number or if *base* is given, then *x* must be a string,
835 :class:`bytes`, or :class:`bytearray` instance representing an :ref:`integer
836 literal <integers>` in radix *base*. Optionally, the literal can be
837 preceded by ``+`` or ``-`` (with no space in between) and surrounded by
838 whitespace. A base-n literal consists of the digits 0 to n-1, with ``a``
839 to ``z`` (or ``A`` to ``Z``) having
Serhiy Storchakac7b1a0b2016-11-26 13:43:28 +0200840 values 10 to 35. The default *base* is 10. The allowed values are 0 and 2--36.
Georg Brandl225d3c82008-04-09 18:45:14 +0000841 Base-2, -8, and -16 literals can be optionally prefixed with ``0b``/``0B``,
Georg Brandl1b5ab452009-08-13 07:56:35 +0000842 ``0o``/``0O``, or ``0x``/``0X``, as with integer literals in code. Base 0
843 means to interpret exactly as a code literal, so that the actual base is 2,
Georg Brandl225d3c82008-04-09 18:45:14 +0000844 8, 10, or 16, and so that ``int('010', 0)`` is not legal, while
845 ``int('010')`` is, as well as ``int('010', 8)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000846
847 The integer type is described in :ref:`typesnumeric`.
848
Mark Dickinson07c71362013-01-27 10:17:52 +0000849 .. versionchanged:: 3.4
850 If *base* is not an instance of :class:`int` and the *base* object has a
851 :meth:`base.__index__ <object.__index__>` method, that method is called
852 to obtain an integer for the base. Previous versions used
853 :meth:`base.__int__ <object.__int__>` instead of :meth:`base.__index__
854 <object.__index__>`.
Georg Brandl116aa622007-08-15 14:28:22 +0000855
Brett Cannona721aba2016-09-09 14:57:09 -0700856 .. versionchanged:: 3.6
857 Grouping digits with underscores as in code literals is allowed.
858
Louis Sautier3fe89da2018-08-27 12:45:26 +0200859 .. versionchanged:: 3.7
860 *x* is now a positional-only parameter.
861
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300862 .. versionchanged:: 3.8
863 Falls back to :meth:`__index__` if :meth:`__int__` is not defined.
864
Brett Cannona721aba2016-09-09 14:57:09 -0700865
Georg Brandl116aa622007-08-15 14:28:22 +0000866.. function:: isinstance(object, classinfo)
867
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200868 Return ``True`` if the *object* argument is an instance of the *classinfo*
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200869 argument, or of a (direct, indirect or :term:`virtual <abstract base
870 class>`) subclass thereof. If *object* is not
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200871 an object of the given type, the function always returns ``False``.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400872 If *classinfo* is a tuple of type objects (or recursively, other such
Ken Jin5f77dee2021-02-09 09:57:11 +0800873 tuples) or a :ref:`types-union` of multiple types, return ``True`` if
874 *object* is an instance of any of the types.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400875 If *classinfo* is not a type or tuple of types and such tuples,
Georg Brandl85eb8c12007-08-31 16:33:38 +0000876 a :exc:`TypeError` exception is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000877
Ken Jin5f77dee2021-02-09 09:57:11 +0800878 .. versionchanged:: 3.10
879 *classinfo* can be a :ref:`types-union`.
880
Georg Brandl116aa622007-08-15 14:28:22 +0000881
882.. function:: issubclass(class, classinfo)
883
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200884 Return ``True`` if *class* is a subclass (direct, indirect or :term:`virtual
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200885 <abstract base class>`) of *classinfo*. A
Georg Brandl116aa622007-08-15 14:28:22 +0000886 class is considered a subclass of itself. *classinfo* may be a tuple of class
Ken Jin5f77dee2021-02-09 09:57:11 +0800887 objects or a :ref:`types-union`, in which case every entry in *classinfo*
888 will be checked. In any other
Georg Brandl116aa622007-08-15 14:28:22 +0000889 case, a :exc:`TypeError` exception is raised.
890
Ken Jin5f77dee2021-02-09 09:57:11 +0800891 .. versionchanged:: 3.10
892 *classinfo* can be a :ref:`types-union`.
893
Georg Brandl116aa622007-08-15 14:28:22 +0000894
Georg Brandl036490d2009-05-17 13:00:36 +0000895.. function:: iter(object[, sentinel])
Georg Brandl116aa622007-08-15 14:28:22 +0000896
Georg Brandl036490d2009-05-17 13:00:36 +0000897 Return an :term:`iterator` object. The first argument is interpreted very
898 differently depending on the presence of the second argument. Without a
899 second argument, *object* must be a collection object which supports the
900 iteration protocol (the :meth:`__iter__` method), or it must support the
901 sequence protocol (the :meth:`__getitem__` method with integer arguments
902 starting at ``0``). If it does not support either of those protocols,
903 :exc:`TypeError` is raised. If the second argument, *sentinel*, is given,
904 then *object* must be a callable object. The iterator created in this case
Ezio Melotti7fa82222012-10-12 13:42:08 +0300905 will call *object* with no arguments for each call to its
906 :meth:`~iterator.__next__` method; if the value returned is equal to
907 *sentinel*, :exc:`StopIteration` will be raised, otherwise the value will
908 be returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000909
Chris Jerdonek006d9072012-10-12 20:28:26 -0700910 See also :ref:`typeiter`.
911
Chris Randsd378b1f2018-12-24 06:07:17 +0100912 One useful application of the second form of :func:`iter` is to build a
913 block-reader. For example, reading fixed-width blocks from a binary
914 database file until the end of file is reached::
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000915
Chris Randsd378b1f2018-12-24 06:07:17 +0100916 from functools import partial
917 with open('mydata.db', 'rb') as f:
Cristian Ciupitu11fa0e42019-02-21 09:53:06 +0200918 for block in iter(partial(f.read, 64), b''):
Chris Randsd378b1f2018-12-24 06:07:17 +0100919 process_block(block)
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000920
Georg Brandl116aa622007-08-15 14:28:22 +0000921
922.. function:: len(s)
923
924 Return the length (the number of items) of an object. The argument may be a
Terry Jan Reedyf2fb73f2014-06-16 03:05:37 -0400925 sequence (such as a string, bytes, tuple, list, or range) or a collection
926 (such as a dictionary, set, or frozen set).
Georg Brandl116aa622007-08-15 14:28:22 +0000927
Zac Hatfield-Doddsd7c7add2020-01-12 19:04:14 +1000928 .. impl-detail::
929
930 ``len`` raises :exc:`OverflowError` on lengths larger than
931 :data:`sys.maxsize`, such as :class:`range(2 ** 100) <range>`.
932
Georg Brandl116aa622007-08-15 14:28:22 +0000933
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000934.. _func-list:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200935.. class:: list([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000936 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +0000937
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000938 Rather than being a function, :class:`list` is actually a mutable
Chris Jerdonek006d9072012-10-12 20:28:26 -0700939 sequence type, as documented in :ref:`typesseq-list` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +0000940
Georg Brandl036490d2009-05-17 13:00:36 +0000941
Georg Brandl116aa622007-08-15 14:28:22 +0000942.. function:: locals()
943
944 Update and return a dictionary representing the current local symbol table.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000945 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 +0530946 blocks, but not in class blocks. Note that at the module level, :func:`locals`
947 and :func:`globals` are the same dictionary.
Georg Brandl116aa622007-08-15 14:28:22 +0000948
Georg Brandle720c0a2009-04-27 16:20:50 +0000949 .. note::
Georg Brandl036490d2009-05-17 13:00:36 +0000950 The contents of this dictionary should not be modified; changes may not
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000951 affect the values of local and free variables used by the interpreter.
Georg Brandl116aa622007-08-15 14:28:22 +0000952
953.. function:: map(function, iterable, ...)
954
Georg Brandl952aea22007-09-04 17:50:40 +0000955 Return an iterator that applies *function* to every item of *iterable*,
956 yielding the results. If additional *iterable* arguments are passed,
957 *function* must take that many arguments and is applied to the items from all
Georg Brandlde2b00e2008-05-05 21:04:12 +0000958 iterables in parallel. With multiple iterables, the iterator stops when the
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000959 shortest iterable is exhausted. For cases where the function inputs are
960 already arranged into argument tuples, see :func:`itertools.starmap`\.
Georg Brandlde2b00e2008-05-05 21:04:12 +0000961
Georg Brandl116aa622007-08-15 14:28:22 +0000962
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700963.. function:: max(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300964 max(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000965
Ezio Melottie0add762012-09-14 06:32:35 +0300966 Return the largest item in an iterable or the largest of two or more
967 arguments.
968
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700969 If one positional argument is provided, it should be an :term:`iterable`.
970 The largest item in the iterable is returned. If two or more positional
Raymond Hettingerb30b34c2014-04-03 08:01:22 -0700971 arguments are provided, the largest of the positional arguments is
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700972 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000973
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700974 There are two optional keyword-only arguments. The *key* argument specifies
975 a one-argument ordering function like that used for :meth:`list.sort`. The
976 *default* argument specifies an object to return if the provided iterable is
977 empty. If the iterable is empty and *default* is not provided, a
978 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000979
Georg Brandl682d7e02010-10-06 10:26:05 +0000980 If multiple items are maximal, the function returns the first one
981 encountered. This is consistent with other sort-stability preserving tools
982 such as ``sorted(iterable, key=keyfunc, reverse=True)[0]`` and
Raymond Hettinger476a31e2010-09-14 23:13:42 +0000983 ``heapq.nlargest(1, iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000984
Larry Hastings3732ed22014-03-15 21:13:56 -0700985 .. versionadded:: 3.4
986 The *default* keyword-only argument.
987
Alexander Marshalove22072f2018-07-24 10:58:21 +0700988 .. versionchanged:: 3.8
989 The *key* can be ``None``.
990
Éric Araujo9edd9f02011-09-01 23:08:55 +0200991
992.. _func-memoryview:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -0500993.. class:: memoryview(obj)
Benjamin Peterson6dfcb022008-09-10 21:02:02 +0000994 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000995
Benjamin Peterson1b25b922008-09-09 22:15:27 +0000996 Return a "memory view" object created from the given argument. See
997 :ref:`typememoryview` for more information.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000998
999
Raymond Hettingerf4284e42014-04-02 00:58:47 -07001000.. function:: min(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +03001001 min(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +00001002
Ezio Melottie0add762012-09-14 06:32:35 +03001003 Return the smallest item in an iterable or the smallest of two or more
1004 arguments.
1005
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001006 If one positional argument is provided, it should be an :term:`iterable`.
1007 The smallest item in the iterable is returned. If two or more positional
1008 arguments are provided, the smallest of the positional arguments is
1009 returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001010
Raymond Hettinger4d6018f2013-06-24 22:43:02 -07001011 There are two optional keyword-only arguments. The *key* argument specifies
1012 a one-argument ordering function like that used for :meth:`list.sort`. The
1013 *default* argument specifies an object to return if the provided iterable is
1014 empty. If the iterable is empty and *default* is not provided, a
1015 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001016
Georg Brandl682d7e02010-10-06 10:26:05 +00001017 If multiple items are minimal, the function returns the first one
1018 encountered. This is consistent with other sort-stability preserving tools
1019 such as ``sorted(iterable, key=keyfunc)[0]`` and ``heapq.nsmallest(1,
1020 iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +00001021
Larry Hastings3732ed22014-03-15 21:13:56 -07001022 .. versionadded:: 3.4
1023 The *default* keyword-only argument.
1024
Alexander Marshalove22072f2018-07-24 10:58:21 +07001025 .. versionchanged:: 3.8
1026 The *key* can be ``None``.
1027
Georg Brandldf48b972014-03-24 09:06:18 +01001028
Georg Brandl116aa622007-08-15 14:28:22 +00001029.. function:: next(iterator[, default])
1030
Ezio Melotti7fa82222012-10-12 13:42:08 +03001031 Retrieve the next item from the *iterator* by calling its
1032 :meth:`~iterator.__next__` method. If *default* is given, it is returned
1033 if the iterator is exhausted, otherwise :exc:`StopIteration` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001034
1035
Georg Brandleb7e8f62014-10-06 13:54:36 +02001036.. class:: object()
Georg Brandl116aa622007-08-15 14:28:22 +00001037
Georg Brandl85eb8c12007-08-31 16:33:38 +00001038 Return a new featureless object. :class:`object` is a base for all classes.
Georg Brandl55ac8f02007-09-01 13:51:09 +00001039 It has the methods that are common to all instances of Python classes. This
1040 function does not accept any arguments.
Georg Brandl85eb8c12007-08-31 16:33:38 +00001041
1042 .. note::
1043
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001044 :class:`object` does *not* have a :attr:`~object.__dict__`, so you can't
1045 assign arbitrary attributes to an instance of the :class:`object` class.
Georg Brandl116aa622007-08-15 14:28:22 +00001046
Georg Brandl116aa622007-08-15 14:28:22 +00001047
1048.. function:: oct(x)
1049
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001050 Convert an integer number to an octal string prefixed with "0o". The result
1051 is a valid Python expression. If *x* is not a Python :class:`int` object, it
1052 has to define an :meth:`__index__` method that returns an integer. For
1053 example:
Georg Brandl116aa622007-08-15 14:28:22 +00001054
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001055 >>> oct(8)
1056 '0o10'
1057 >>> oct(-56)
1058 '-0o70'
1059
1060 If you want to convert an integer number to octal string either with prefix
1061 "0o" or not, you can use either of the following ways.
1062
1063 >>> '%#o' % 10, '%o' % 10
1064 ('0o12', '12')
1065 >>> format(10, '#o'), format(10, 'o')
1066 ('0o12', '12')
1067 >>> f'{10:#o}', f'{10:o}'
1068 ('0o12', '12')
1069
1070 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001071
R David Murray9f0c9402012-08-17 20:33:54 -04001072 .. index::
1073 single: file object; open() built-in function
1074
Ross Lagerwall59142db2011-10-31 20:34:46 +02001075.. function:: open(file, mode='r', buffering=-1, encoding=None, errors=None, newline=None, closefd=True, opener=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001076
R David Murray9f0c9402012-08-17 20:33:54 -04001077 Open *file* and return a corresponding :term:`file object`. If the file
Benjamin Kane705f1452020-08-07 19:57:03 -07001078 cannot be opened, an :exc:`OSError` is raised. See
1079 :ref:`tut-files` for more examples of how to use this function.
Georg Brandl48310cd2009-01-03 21:18:54 +00001080
Brett Cannon6fa7aad2016-09-06 15:55:02 -07001081 *file* is a :term:`path-like object` giving the pathname (absolute or
1082 relative to the current working directory) of the file to be opened or an
1083 integer file descriptor of the file to be wrapped. (If a file descriptor is
1084 given, it is closed when the returned I/O object is closed, unless *closefd*
1085 is set to ``False``.)
Georg Brandl116aa622007-08-15 14:28:22 +00001086
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001087 *mode* is an optional string that specifies the mode in which the file is
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001088 opened. It defaults to ``'r'`` which means open for reading in text mode.
1089 Other common values are ``'w'`` for writing (truncating the file if it
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001090 already exists), ``'x'`` for exclusive creation and ``'a'`` for appending
1091 (which on *some* Unix systems, means that *all* writes append to the end of
1092 the file regardless of the current seek position). In text mode, if
Victor Stinnerf86a5e82012-06-05 13:43:22 +02001093 *encoding* is not specified the encoding used is platform dependent:
1094 ``locale.getpreferredencoding(False)`` is called to get the current locale
1095 encoding. (For reading and writing raw bytes use binary mode and leave
1096 *encoding* unspecified.) The available modes are:
Georg Brandl116aa622007-08-15 14:28:22 +00001097
Andrés Delfinoa8ddf852018-06-25 03:06:10 -03001098 .. _filemodes:
1099
1100 .. index::
1101 pair: file; modes
1102
Benjamin Petersondd219122008-04-11 21:17:32 +00001103 ========= ===============================================================
1104 Character Meaning
Georg Brandl44ea77b2013-03-28 13:28:44 +01001105 ========= ===============================================================
Benjamin Petersondd219122008-04-11 21:17:32 +00001106 ``'r'`` open for reading (default)
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001107 ``'w'`` open for writing, truncating the file first
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001108 ``'x'`` open for exclusive creation, failing if the file already exists
Benjamin Petersondd219122008-04-11 21:17:32 +00001109 ``'a'`` open for writing, appending to the end of the file if it exists
Georg Brandl7b6ca4a2009-04-27 06:13:55 +00001110 ``'b'`` binary mode
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001111 ``'t'`` text mode (default)
Andre Delfinoc1d8c1c2019-09-10 10:04:22 -03001112 ``'+'`` open for updating (reading and writing)
Benjamin Petersondd219122008-04-11 21:17:32 +00001113 ========= ===============================================================
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001114
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001115 The default mode is ``'r'`` (open for reading text, synonym of ``'rt'``).
Andre Delfino05184512019-09-10 11:48:05 -03001116 Modes ``'w+'`` and ``'w+b'`` open and truncate the file. Modes ``'r+'``
1117 and ``'r+b'`` open the file with no truncation.
Skip Montanaro1c639602007-09-23 19:49:54 +00001118
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001119 As mentioned in the :ref:`io-overview`, Python distinguishes between binary
1120 and text I/O. Files opened in binary mode (including ``'b'`` in the *mode*
1121 argument) return contents as :class:`bytes` objects without any decoding. In
1122 text mode (the default, or when ``'t'`` is included in the *mode* argument),
1123 the contents of the file are returned as :class:`str`, the bytes having been
1124 first decoded using a platform-dependent encoding or using the specified
1125 *encoding* if given.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001126
Victor Stinner942f7a22020-03-04 18:50:22 +01001127 There is an additional mode character permitted, ``'U'``, which no longer
1128 has any effect, and is considered deprecated. It previously enabled
1129 :term:`universal newlines` in text mode, which became the default behaviour
1130 in Python 3.0. Refer to the documentation of the
1131 :ref:`newline <open-newline-parameter>` parameter for further details.
1132
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001133 .. note::
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001134
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001135 Python doesn't depend on the underlying operating system's notion of text
Ezio Melottie130a522011-10-19 10:58:56 +03001136 files; all the processing is done by Python itself, and is therefore
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001137 platform-independent.
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001138
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001139 *buffering* is an optional integer used to set the buffering policy. Pass 0
1140 to switch buffering off (only allowed in binary mode), 1 to select line
1141 buffering (only usable in text mode), and an integer > 1 to indicate the size
Terry Jan Reedydff04f42013-03-16 15:56:27 -04001142 in bytes of a fixed-size chunk buffer. When no *buffering* argument is
1143 given, the default buffering policy works as follows:
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001144
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001145 * Binary files are buffered in fixed-size chunks; the size of the buffer is
1146 chosen using a heuristic trying to determine the underlying device's "block
1147 size" and falling back on :attr:`io.DEFAULT_BUFFER_SIZE`. On many systems,
1148 the buffer will typically be 4096 or 8192 bytes long.
1149
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001150 * "Interactive" text files (files for which :meth:`~io.IOBase.isatty`
Serhiy Storchakafbc1c262013-11-29 12:17:13 +02001151 returns ``True``) use line buffering. Other text files use the policy
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001152 described above for binary files.
Georg Brandl48310cd2009-01-03 21:18:54 +00001153
Benjamin Petersondd219122008-04-11 21:17:32 +00001154 *encoding* is the name of the encoding used to decode or encode the file.
1155 This should only be used in text mode. The default encoding is platform
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001156 dependent (whatever :func:`locale.getpreferredencoding` returns), but any
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001157 :term:`text encoding` supported by Python
1158 can be used. See the :mod:`codecs` module for
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001159 the list of supported encodings.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001160
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001161 *errors* is an optional string that specifies how encoding and decoding
Martin Panter357ed2e2016-11-21 00:15:20 +00001162 errors are to be handled—this cannot be used in binary mode.
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001163 A variety of standard error handlers are available
1164 (listed under :ref:`error-handlers`), though any
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001165 error handling name that has been registered with
1166 :func:`codecs.register_error` is also valid. The standard names
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001167 include:
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001168
1169 * ``'strict'`` to raise a :exc:`ValueError` exception if there is
1170 an encoding error. The default value of ``None`` has the same
1171 effect.
1172
1173 * ``'ignore'`` ignores errors. Note that ignoring encoding errors
1174 can lead to data loss.
1175
1176 * ``'replace'`` causes a replacement marker (such as ``'?'``) to be inserted
1177 where there is malformed data.
1178
1179 * ``'surrogateescape'`` will represent any incorrect bytes as code
1180 points in the Unicode Private Use Area ranging from U+DC80 to
1181 U+DCFF. These private code points will then be turned back into
1182 the same bytes when the ``surrogateescape`` error handler is used
1183 when writing data. This is useful for processing files in an
1184 unknown encoding.
1185
1186 * ``'xmlcharrefreplace'`` is only supported when writing to a file.
1187 Characters not supported by the encoding are replaced with the
1188 appropriate XML character reference ``&#nnn;``.
1189
Serhiy Storchaka07985ef2015-01-25 22:56:57 +02001190 * ``'backslashreplace'`` replaces malformed data by Python's backslashed
1191 escape sequences.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001192
Serhiy Storchaka166ebc42014-11-25 13:57:17 +02001193 * ``'namereplace'`` (also only supported when writing)
1194 replaces unsupported characters with ``\N{...}`` escape sequences.
1195
R David Murray1b00f252012-08-15 10:43:58 -04001196 .. index::
1197 single: universal newlines; open() built-in function
1198
Nick Coghlan3171df32019-01-28 02:21:11 +10001199 .. _open-newline-parameter:
1200
R David Murray1b00f252012-08-15 10:43:58 -04001201 *newline* controls how :term:`universal newlines` mode works (it only
R David Murrayee0a9452012-08-15 11:05:36 -04001202 applies to text mode). It can be ``None``, ``''``, ``'\n'``, ``'\r'``, and
1203 ``'\r\n'``. It works as follows:
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001204
Georg Brandl296d1be2012-08-14 09:39:07 +02001205 * When reading input from the stream, if *newline* is ``None``, universal
1206 newlines mode is enabled. Lines in the input can end in ``'\n'``,
1207 ``'\r'``, or ``'\r\n'``, and these are translated into ``'\n'`` before
R David Murray1b00f252012-08-15 10:43:58 -04001208 being returned to the caller. If it is ``''``, universal newlines mode is
Georg Brandl296d1be2012-08-14 09:39:07 +02001209 enabled, but line endings are returned to the caller untranslated. If it
1210 has any of the other legal values, input lines are only terminated by the
1211 given string, and the line ending is returned to the caller untranslated.
Benjamin Petersondd219122008-04-11 21:17:32 +00001212
Georg Brandl296d1be2012-08-14 09:39:07 +02001213 * When writing output to the stream, if *newline* is ``None``, any ``'\n'``
1214 characters written are translated to the system default line separator,
1215 :data:`os.linesep`. If *newline* is ``''`` or ``'\n'``, no translation
1216 takes place. If *newline* is any of the other legal values, any ``'\n'``
1217 characters written are translated to the given string.
Benjamin Petersondd219122008-04-11 21:17:32 +00001218
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001219 If *closefd* is ``False`` and a file descriptor rather than a filename was
1220 given, the underlying file descriptor will be kept open when the file is
Robert Collins933430a2014-10-18 13:32:43 +13001221 closed. If a filename is given *closefd* must be ``True`` (the default)
1222 otherwise an error will be raised.
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001223
Ross Lagerwall59142db2011-10-31 20:34:46 +02001224 A custom opener can be used by passing a callable as *opener*. The underlying
1225 file descriptor for the file object is then obtained by calling *opener* with
1226 (*file*, *flags*). *opener* must return an open file descriptor (passing
1227 :mod:`os.open` as *opener* results in functionality similar to passing
1228 ``None``).
1229
Victor Stinnerdaf45552013-08-28 00:53:59 +02001230 The newly created file is :ref:`non-inheritable <fd_inheritance>`.
1231
Éric Araujo5bd92702012-11-22 00:13:49 -05001232 The following example uses the :ref:`dir_fd <dir_fd>` parameter of the
Éric Araujo8f423c92012-11-03 17:06:52 -04001233 :func:`os.open` function to open a file relative to a given directory::
1234
1235 >>> import os
Éric Araujo5bd92702012-11-22 00:13:49 -05001236 >>> dir_fd = os.open('somedir', os.O_RDONLY)
1237 >>> def opener(path, flags):
1238 ... return os.open(path, flags, dir_fd=dir_fd)
Éric Araujo8f423c92012-11-03 17:06:52 -04001239 ...
Éric Araujo8f423c92012-11-03 17:06:52 -04001240 >>> with open('spamspam.txt', 'w', opener=opener) as f:
1241 ... print('This will be written to somedir/spamspam.txt', file=f)
1242 ...
Éric Araujo309b0432012-11-03 17:39:45 -04001243 >>> os.close(dir_fd) # don't leak a file descriptor
Éric Araujo8f423c92012-11-03 17:06:52 -04001244
R David Murray9f0c9402012-08-17 20:33:54 -04001245 The type of :term:`file object` returned by the :func:`open` function
R David Murray433ef3b2012-08-17 20:39:21 -04001246 depends on the mode. When :func:`open` is used to open a file in a text
1247 mode (``'w'``, ``'r'``, ``'wt'``, ``'rt'``, etc.), it returns a subclass of
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001248 :class:`io.TextIOBase` (specifically :class:`io.TextIOWrapper`). When used
1249 to open a file in a binary mode with buffering, the returned class is a
1250 subclass of :class:`io.BufferedIOBase`. The exact class varies: in read
Martin Panter7462b6492015-11-02 03:37:02 +00001251 binary mode, it returns an :class:`io.BufferedReader`; in write binary and
1252 append binary modes, it returns an :class:`io.BufferedWriter`, and in
1253 read/write mode, it returns an :class:`io.BufferedRandom`. When buffering is
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001254 disabled, the raw stream, a subclass of :class:`io.RawIOBase`,
1255 :class:`io.FileIO`, is returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001256
1257 .. index::
1258 single: line-buffered I/O
1259 single: unbuffered I/O
1260 single: buffer size, I/O
1261 single: I/O control; buffering
Skip Montanaro4d8c1932007-09-23 21:13:45 +00001262 single: binary mode
1263 single: text mode
1264 module: sys
Georg Brandl116aa622007-08-15 14:28:22 +00001265
Benjamin Petersondd219122008-04-11 21:17:32 +00001266 See also the file handling modules, such as, :mod:`fileinput`, :mod:`io`
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001267 (where :func:`open` is declared), :mod:`os`, :mod:`os.path`, :mod:`tempfile`,
1268 and :mod:`shutil`.
Georg Brandl116aa622007-08-15 14:28:22 +00001269
Steve Dower44f91c32019-06-27 10:47:59 -07001270 .. audit-event:: open file,mode,flags open
Steve Dowerb82e17e2019-05-23 08:45:22 -07001271
1272 The ``mode`` and ``flags`` arguments may have been modified or inferred from
1273 the original call.
1274
Steve Dower39294992016-08-30 21:22:36 -07001275 .. versionchanged::
1276 3.3
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001277
Steve Dower39294992016-08-30 21:22:36 -07001278 * The *opener* parameter was added.
1279 * The ``'x'`` mode was added.
1280 * :exc:`IOError` used to be raised, it is now an alias of :exc:`OSError`.
1281 * :exc:`FileExistsError` is now raised if the file opened in exclusive
NAKAMURA Osamu29540cd2017-03-25 11:55:08 +09001282 creation mode (``'x'``) already exists.
Steve Dower39294992016-08-30 21:22:36 -07001283
1284 .. versionchanged::
1285 3.4
1286
1287 * The file is now non-inheritable.
Victor Stinnerdaf45552013-08-28 00:53:59 +02001288
Victor Stinner942f7a22020-03-04 18:50:22 +01001289 .. deprecated-removed:: 3.4 3.10
1290
1291 The ``'U'`` mode.
1292
Steve Dower39294992016-08-30 21:22:36 -07001293 .. versionchanged::
1294 3.5
Victor Stinnera766ddf2015-03-26 23:50:57 +01001295
Steve Dower39294992016-08-30 21:22:36 -07001296 * If the system call is interrupted and the signal handler does not raise an
1297 exception, the function now retries the system call instead of raising an
1298 :exc:`InterruptedError` exception (see :pep:`475` for the rationale).
1299 * The ``'namereplace'`` error handler was added.
Georg Brandlf6945182008-02-01 11:56:49 +00001300
Steve Dower39294992016-08-30 21:22:36 -07001301 .. versionchanged::
1302 3.6
1303
1304 * Support added to accept objects implementing :class:`os.PathLike`.
1305 * On Windows, opening a console buffer may return a subclass of
1306 :class:`io.RawIOBase` other than :class:`io.FileIO`.
Brett Cannonb08388d2016-06-09 15:58:06 -07001307
Georg Brandl116aa622007-08-15 14:28:22 +00001308.. function:: ord(c)
1309
Ezio Melottic99c8582011-10-25 09:32:34 +03001310 Given a string representing one Unicode character, return an integer
Nick Coghlaneed67192014-08-17 14:07:53 +10001311 representing the Unicode code point of that character. For example,
Terry Jan Reedy063d48d2016-03-20 21:18:40 -04001312 ``ord('a')`` returns the integer ``97`` and ``ord('€')`` (Euro sign)
1313 returns ``8364``. This is the inverse of :func:`chr`.
Georg Brandlf6945182008-02-01 11:56:49 +00001314
Georg Brandl116aa622007-08-15 14:28:22 +00001315
Ammar Askar87d6cd32019-09-21 00:28:49 -04001316.. function:: pow(base, exp[, mod])
Georg Brandl116aa622007-08-15 14:28:22 +00001317
Ammar Askar87d6cd32019-09-21 00:28:49 -04001318 Return *base* to the power *exp*; if *mod* is present, return *base* to the
1319 power *exp*, modulo *mod* (computed more efficiently than
1320 ``pow(base, exp) % mod``). The two-argument form ``pow(base, exp)`` is
1321 equivalent to using the power operator: ``base**exp``.
Georg Brandl116aa622007-08-15 14:28:22 +00001322
Georg Brandle06de8b2008-05-05 21:42:51 +00001323 The arguments must have numeric types. With mixed operand types, the
1324 coercion rules for binary arithmetic operators apply. For :class:`int`
1325 operands, the result has the same type as the operands (after coercion)
1326 unless the second argument is negative; in that case, all arguments are
1327 converted to float and a float result is delivered. For example, ``10**2``
Mark Dickinsonc5299672019-06-02 10:24:06 +01001328 returns ``100``, but ``10**-2`` returns ``0.01``.
1329
Ammar Askar87d6cd32019-09-21 00:28:49 -04001330 For :class:`int` operands *base* and *exp*, if *mod* is present, *mod* must
1331 also be of integer type and *mod* must be nonzero. If *mod* is present and
1332 *exp* is negative, *base* must be relatively prime to *mod*. In that case,
1333 ``pow(inv_base, -exp, mod)`` is returned, where *inv_base* is an inverse to
1334 *base* modulo *mod*.
Mark Dickinsonc5299672019-06-02 10:24:06 +01001335
1336 Here's an example of computing an inverse for ``38`` modulo ``97``::
1337
Ammar Askar87d6cd32019-09-21 00:28:49 -04001338 >>> pow(38, -1, mod=97)
Mark Dickinsonc5299672019-06-02 10:24:06 +01001339 23
1340 >>> 23 * 38 % 97 == 1
1341 True
1342
1343 .. versionchanged:: 3.8
1344 For :class:`int` operands, the three-argument form of ``pow`` now allows
1345 the second argument to be negative, permitting computation of modular
1346 inverses.
Georg Brandl116aa622007-08-15 14:28:22 +00001347
Mark Dickinsonc691f202020-03-19 18:12:59 +00001348 .. versionchanged:: 3.8
Ammar Askar87d6cd32019-09-21 00:28:49 -04001349 Allow keyword arguments. Formerly, only positional arguments were
1350 supported.
1351
Georg Brandl116aa622007-08-15 14:28:22 +00001352
Julien Palard5c1f15b2021-01-25 15:46:06 +01001353.. function:: print(*objects, sep=' ', end='\\n', file=sys.stdout, flush=False)
Georg Brandlf6945182008-02-01 11:56:49 +00001354
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001355 Print *objects* to the text stream *file*, separated by *sep* and followed
Berker Peksag61b9ac92017-04-13 15:48:18 +03001356 by *end*. *sep*, *end*, *file* and *flush*, if present, must be given as keyword
Georg Brandlf6945182008-02-01 11:56:49 +00001357 arguments.
1358
1359 All non-keyword arguments are converted to strings like :func:`str` does and
1360 written to the stream, separated by *sep* and followed by *end*. Both *sep*
1361 and *end* must be strings; they can also be ``None``, which means to use the
Ezio Melottie0add762012-09-14 06:32:35 +03001362 default values. If no *objects* are given, :func:`print` will just write
Georg Brandlf6945182008-02-01 11:56:49 +00001363 *end*.
1364
1365 The *file* argument must be an object with a ``write(string)`` method; if it
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001366 is not present or ``None``, :data:`sys.stdout` will be used. Since printed
1367 arguments are converted to text strings, :func:`print` cannot be used with
1368 binary mode file objects. For these, use ``file.write(...)`` instead.
1369
1370 Whether output is buffered is usually determined by *file*, but if the
1371 *flush* keyword argument is true, the stream is forcibly flushed.
Georg Brandlbc3b6822012-01-13 19:41:25 +01001372
1373 .. versionchanged:: 3.3
1374 Added the *flush* keyword argument.
Georg Brandlf6945182008-02-01 11:56:49 +00001375
1376
Georg Brandleb7e8f62014-10-06 13:54:36 +02001377.. class:: property(fget=None, fset=None, fdel=None, doc=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001378
Georg Brandl85eb8c12007-08-31 16:33:38 +00001379 Return a property attribute.
Georg Brandl116aa622007-08-15 14:28:22 +00001380
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001381 *fget* is a function for getting an attribute value. *fset* is a function
1382 for setting an attribute value. *fdel* is a function for deleting an attribute
1383 value. And *doc* creates a docstring for the attribute.
1384
1385 A typical use is to define a managed attribute ``x``::
Georg Brandl116aa622007-08-15 14:28:22 +00001386
Éric Araujo28053fb2010-11-22 03:09:19 +00001387 class C:
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001388 def __init__(self):
1389 self._x = None
1390
1391 def getx(self):
1392 return self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001393
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001394 def setx(self, value):
1395 self._x = value
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001396
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001397 def delx(self):
1398 del self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001399
Georg Brandl116aa622007-08-15 14:28:22 +00001400 x = property(getx, setx, delx, "I'm the 'x' property.")
1401
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001402 If *c* is an instance of *C*, ``c.x`` will invoke the getter,
Georg Brandl7528b9b2010-08-02 19:23:34 +00001403 ``c.x = value`` will invoke the setter and ``del c.x`` the deleter.
1404
Georg Brandl116aa622007-08-15 14:28:22 +00001405 If given, *doc* will be the docstring of the property attribute. Otherwise, the
1406 property will copy *fget*'s docstring (if it exists). This makes it possible to
Christian Heimesd8654cf2007-12-02 15:22:16 +00001407 create read-only properties easily using :func:`property` as a :term:`decorator`::
Georg Brandl116aa622007-08-15 14:28:22 +00001408
Éric Araujo28053fb2010-11-22 03:09:19 +00001409 class Parrot:
Georg Brandl116aa622007-08-15 14:28:22 +00001410 def __init__(self):
1411 self._voltage = 100000
1412
1413 @property
1414 def voltage(self):
1415 """Get the current voltage."""
1416 return self._voltage
1417
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001418 The ``@property`` decorator turns the :meth:`voltage` method into a "getter"
1419 for a read-only attribute with the same name, and it sets the docstring for
1420 *voltage* to "Get the current voltage."
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001421
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001422 A property object has :attr:`~property.getter`, :attr:`~property.setter`,
1423 and :attr:`~property.deleter` methods usable as decorators that create a
1424 copy of the property with the corresponding accessor function set to the
1425 decorated function. This is best explained with an example::
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001426
Éric Araujo28053fb2010-11-22 03:09:19 +00001427 class C:
Benjamin Peterson206e3072008-10-19 14:07:49 +00001428 def __init__(self):
1429 self._x = None
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001430
1431 @property
1432 def x(self):
1433 """I'm the 'x' property."""
1434 return self._x
1435
1436 @x.setter
1437 def x(self, value):
1438 self._x = value
1439
1440 @x.deleter
1441 def x(self):
1442 del self._x
1443
1444 This code is exactly equivalent to the first example. Be sure to give the
1445 additional functions the same name as the original property (``x`` in this
1446 case.)
1447
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001448 The returned property object also has the attributes ``fget``, ``fset``, and
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001449 ``fdel`` corresponding to the constructor arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001450
Raymond Hettinger29655df2015-05-15 16:17:05 -07001451 .. versionchanged:: 3.5
1452 The docstrings of property objects are now writeable.
1453
Georg Brandl116aa622007-08-15 14:28:22 +00001454
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001455.. _func-range:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001456.. class:: range(stop)
Ezio Melottie0add762012-09-14 06:32:35 +03001457 range(start, stop[, step])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001458 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001459
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001460 Rather than being a function, :class:`range` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001461 sequence type, as documented in :ref:`typesseq-range` and :ref:`typesseq`.
Benjamin Peterson878ce382011-11-05 15:17:52 -04001462
Georg Brandl116aa622007-08-15 14:28:22 +00001463
1464.. function:: repr(object)
1465
Georg Brandl68ee3a52008-03-25 07:21:32 +00001466 Return a string containing a printable representation of an object. For many
1467 types, this function makes an attempt to return a string that would yield an
1468 object with the same value when passed to :func:`eval`, otherwise the
1469 representation is a string enclosed in angle brackets that contains the name
1470 of the type of the object together with additional information often
1471 including the name and address of the object. A class can control what this
1472 function returns for its instances by defining a :meth:`__repr__` method.
Georg Brandl116aa622007-08-15 14:28:22 +00001473
1474
1475.. function:: reversed(seq)
1476
Christian Heimes7f044312008-01-06 17:05:40 +00001477 Return a reverse :term:`iterator`. *seq* must be an object which has
1478 a :meth:`__reversed__` method or supports the sequence protocol (the
1479 :meth:`__len__` method and the :meth:`__getitem__` method with integer
1480 arguments starting at ``0``).
Georg Brandl116aa622007-08-15 14:28:22 +00001481
Georg Brandl116aa622007-08-15 14:28:22 +00001482
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001483.. function:: round(number[, ndigits])
Georg Brandl116aa622007-08-15 14:28:22 +00001484
csabella85deefc2017-03-29 17:14:06 -04001485 Return *number* rounded to *ndigits* precision after the decimal
1486 point. If *ndigits* is omitted or is ``None``, it returns the
1487 nearest integer to its input.
Georg Brandl809ddaa2008-07-01 20:39:59 +00001488
1489 For the built-in types supporting :func:`round`, values are rounded to the
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001490 closest multiple of 10 to the power minus *ndigits*; if two multiples are
1491 equally close, rounding is done toward the even choice (so, for example,
1492 both ``round(0.5)`` and ``round(-0.5)`` are ``0``, and ``round(1.5)`` is
Gerrit Holl6003db72017-03-27 23:15:20 +01001493 ``2``). Any integer value is valid for *ndigits* (positive, zero, or
Lisa Roach900c48d2018-05-20 11:00:18 -04001494 negative). The return value is an integer if *ndigits* is omitted or
1495 ``None``.
1496 Otherwise the return value has the same type as *number*.
Christian Heimes072c0f12008-01-03 23:01:04 +00001497
Lisa Roach900c48d2018-05-20 11:00:18 -04001498 For a general Python object ``number``, ``round`` delegates to
1499 ``number.__round__``.
csabella85deefc2017-03-29 17:14:06 -04001500
Mark Dickinsonc4fbcdc2010-07-30 13:13:02 +00001501 .. note::
1502
1503 The behavior of :func:`round` for floats can be surprising: for example,
1504 ``round(2.675, 2)`` gives ``2.67`` instead of the expected ``2.68``.
1505 This is not a bug: it's a result of the fact that most decimal fractions
1506 can't be represented exactly as a float. See :ref:`tut-fp-issues` for
1507 more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001508
Éric Araujo9edd9f02011-09-01 23:08:55 +02001509
1510.. _func-set:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001511.. class:: set([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +00001512 :noindex:
1513
Chris Jerdonekdf3abec2012-11-09 18:57:32 -08001514 Return a new :class:`set` object, optionally with elements taken from
1515 *iterable*. ``set`` is a built-in class. See :class:`set` and
1516 :ref:`types-set` for documentation about this class.
1517
1518 For other containers see the built-in :class:`frozenset`, :class:`list`,
1519 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
1520 module.
Georg Brandl116aa622007-08-15 14:28:22 +00001521
Georg Brandl116aa622007-08-15 14:28:22 +00001522
1523.. function:: setattr(object, name, value)
1524
1525 This is the counterpart of :func:`getattr`. The arguments are an object, a
1526 string and an arbitrary value. The string may name an existing attribute or a
1527 new attribute. The function assigns the value to the attribute, provided the
1528 object allows it. For example, ``setattr(x, 'foobar', 123)`` is equivalent to
1529 ``x.foobar = 123``.
1530
Ken Jin2edaf6a2021-02-03 05:06:57 +08001531 .. note::
1532
1533 Since :ref:`private name mangling <private-name-mangling>` happens at
1534 compilation time, one must manually mangle a private attribute's
1535 (attributes with two leading underscores) name in order to set it with
1536 :func:`setattr`.
1537
Georg Brandl116aa622007-08-15 14:28:22 +00001538
Georg Brandleb7e8f62014-10-06 13:54:36 +02001539.. class:: slice(stop)
1540 slice(start, stop[, step])
Georg Brandl116aa622007-08-15 14:28:22 +00001541
Christian Heimesd8654cf2007-12-02 15:22:16 +00001542 Return a :term:`slice` object representing the set of indices specified by
Georg Brandl116aa622007-08-15 14:28:22 +00001543 ``range(start, stop, step)``. The *start* and *step* arguments default to
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001544 ``None``. Slice objects have read-only data attributes :attr:`~slice.start`,
1545 :attr:`~slice.stop` and :attr:`~slice.step` which merely return the argument
1546 values (or their default). They have no other explicit functionality;
Andre Delfinoc8bb2412020-10-01 20:22:14 -03001547 however they are used by NumPy and other third party packages.
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001548 Slice objects are also generated when extended indexing syntax is used. For
1549 example: ``a[start:stop:step]`` or ``a[start:stop, i]``. See
1550 :func:`itertools.islice` for an alternate version that returns an iterator.
Georg Brandl116aa622007-08-15 14:28:22 +00001551
1552
Łukasz Rogalskibe37beb2017-07-14 21:23:39 +02001553.. function:: sorted(iterable, *, key=None, reverse=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001554
1555 Return a new sorted list from the items in *iterable*.
1556
Raymond Hettinger51b9c242008-02-14 13:52:24 +00001557 Has two optional arguments which must be specified as keyword arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001558
Georg Brandl116aa622007-08-15 14:28:22 +00001559 *key* specifies a function of one argument that is used to extract a comparison
Wolfgang Maier6bdb6f72018-10-15 21:06:53 +02001560 key from each element in *iterable* (for example, ``key=str.lower``). The
1561 default value is ``None`` (compare the elements directly).
Georg Brandl116aa622007-08-15 14:28:22 +00001562
1563 *reverse* is a boolean value. If set to ``True``, then the list elements are
1564 sorted as if each comparison were reversed.
1565
Benjamin Peterson7ac98ae2010-08-17 17:52:02 +00001566 Use :func:`functools.cmp_to_key` to convert an old-style *cmp* function to a
1567 *key* function.
Georg Brandl116aa622007-08-15 14:28:22 +00001568
Ezio Melotti9b1e92f2014-10-28 12:57:11 +01001569 The built-in :func:`sorted` function is guaranteed to be stable. A sort is
1570 stable if it guarantees not to change the relative order of elements that
1571 compare equal --- this is helpful for sorting in multiple passes (for
1572 example, sort by department, then by salary grade).
1573
Senthil Kumarand03d1d42016-01-01 23:25:58 -08001574 For sorting examples and a brief sorting tutorial, see :ref:`sortinghowto`.
Raymond Hettinger46fca072010-04-02 00:25:45 +00001575
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001576.. decorator:: staticmethod
Georg Brandl116aa622007-08-15 14:28:22 +00001577
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001578 Transform a method into a static method.
Georg Brandl116aa622007-08-15 14:28:22 +00001579
1580 A static method does not receive an implicit first argument. To declare a static
1581 method, use this idiom::
1582
1583 class C:
1584 @staticmethod
1585 def f(arg1, arg2, ...): ...
1586
Andre Delfino548cb602019-03-25 19:53:43 -03001587 The ``@staticmethod`` form is a function :term:`decorator` -- see
1588 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +00001589
Andre Delfino548cb602019-03-25 19:53:43 -03001590 A static method can be called either on the class (such as ``C.f()``) or on an instance (such
1591 as ``C().f()``).
Georg Brandl116aa622007-08-15 14:28:22 +00001592
Raymond Hettinger90289282011-06-01 16:17:23 -07001593 Static methods in Python are similar to those found in Java or C++. Also see
1594 :func:`classmethod` for a variant that is useful for creating alternate class
1595 constructors.
Georg Brandl116aa622007-08-15 14:28:22 +00001596
Éric Araujo03b95372017-10-12 12:28:55 -04001597 Like all decorators, it is also possible to call ``staticmethod`` as
1598 a regular function and do something with its result. This is needed
1599 in some cases where you need a reference to a function from a class
1600 body and you want to avoid the automatic transformation to instance
cocoatomo2a3260b2018-01-29 17:30:48 +09001601 method. For these cases, use this idiom::
Éric Araujo03b95372017-10-12 12:28:55 -04001602
1603 class C:
1604 builtin_open = staticmethod(open)
1605
Andre Delfino548cb602019-03-25 19:53:43 -03001606 For more information on static methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +00001607
Chris Jerdonek5fae0e52012-11-20 17:45:51 -08001608
Éric Araujo03b95372017-10-12 12:28:55 -04001609.. index::
1610 single: string; str() (built-in function)
Georg Brandl116aa622007-08-15 14:28:22 +00001611
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001612.. _func-str:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001613.. class:: str(object='')
1614 str(object=b'', encoding='utf-8', errors='strict')
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001615 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001616
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001617 Return a :class:`str` version of *object*. See :func:`str` for details.
Georg Brandl48310cd2009-01-03 21:18:54 +00001618
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001619 ``str`` is the built-in string :term:`class`. For general information
1620 about strings, see :ref:`textseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001621
1622
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001623.. function:: sum(iterable, /, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +00001624
1625 Sums *start* and the items of an *iterable* from left to right and returns the
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001626 total. The *iterable*'s items are normally numbers, and the start value is not
1627 allowed to be a string.
Georg Brandl116aa622007-08-15 14:28:22 +00001628
Éric Araujo8f9626b2010-11-06 06:30:16 +00001629 For some use cases, there are good alternatives to :func:`sum`.
Raymond Hettingerb3737992010-10-31 21:23:24 +00001630 The preferred, fast way to concatenate a sequence of strings is by calling
1631 ``''.join(sequence)``. To add floating point values with extended precision,
1632 see :func:`math.fsum`\. To concatenate a series of iterables, consider using
1633 :func:`itertools.chain`.
Georg Brandl116aa622007-08-15 14:28:22 +00001634
Raymond Hettinger9dfa0fe2018-09-12 10:54:06 -07001635 .. versionchanged:: 3.8
1636 The *start* parameter can be specified as a keyword argument.
1637
Mark Summerfield1041f742008-02-26 13:27:00 +00001638.. function:: super([type[, object-or-type]])
Georg Brandl116aa622007-08-15 14:28:22 +00001639
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001640 Return a proxy object that delegates method calls to a parent or sibling
1641 class of *type*. This is useful for accessing inherited methods that have
Raymond Hettingercd81f052019-08-29 00:44:02 -07001642 been overridden in a class.
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001643
Raymond Hettingercd81f052019-08-29 00:44:02 -07001644 The *object-or-type* determines the :term:`method resolution order`
1645 to be searched. The search starts from the class right after the
1646 *type*.
1647
1648 For example, if :attr:`~class.__mro__` of *object-or-type* is
1649 ``D -> B -> C -> A -> object`` and the value of *type* is ``B``,
1650 then :func:`super` searches ``C -> A -> object``.
1651
1652 The :attr:`~class.__mro__` attribute of the *object-or-type* lists the method
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001653 resolution search order used by both :func:`getattr` and :func:`super`. The
1654 attribute is dynamic and can change whenever the inheritance hierarchy is
1655 updated.
Benjamin Peterson3e4f0552008-09-02 00:31:15 +00001656
Raymond Hettinger79d04342009-02-25 00:32:51 +00001657 If the second argument is omitted, the super object returned is unbound. If
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001658 the second argument is an object, ``isinstance(obj, type)`` must be true. If
Benjamin Petersond75fcb42009-02-19 04:22:03 +00001659 the second argument is a type, ``issubclass(type2, type)`` must be true (this
1660 is useful for classmethods).
Georg Brandl116aa622007-08-15 14:28:22 +00001661
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001662 There are two typical use cases for *super*. In a class hierarchy with
1663 single inheritance, *super* can be used to refer to parent classes without
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001664 naming them explicitly, thus making the code more maintainable. This use
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001665 closely parallels the use of *super* in other programming languages.
Georg Brandl48310cd2009-01-03 21:18:54 +00001666
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001667 The second use case is to support cooperative multiple inheritance in a
Georg Brandl48310cd2009-01-03 21:18:54 +00001668 dynamic execution environment. This use case is unique to Python and is
1669 not found in statically compiled languages or languages that only support
Raymond Hettingerd1258452009-02-26 00:27:18 +00001670 single inheritance. This makes it possible to implement "diamond diagrams"
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001671 where multiple base classes implement the same method. Good design dictates
1672 that this method have the same calling signature in every case (because the
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001673 order of calls is determined at runtime, because that order adapts
1674 to changes in the class hierarchy, and because that order can include
1675 sibling classes that are unknown prior to runtime).
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001676
1677 For both use cases, a typical superclass call looks like this::
Georg Brandl116aa622007-08-15 14:28:22 +00001678
1679 class C(B):
Mark Summerfield1041f742008-02-26 13:27:00 +00001680 def method(self, arg):
Georg Brandl036490d2009-05-17 13:00:36 +00001681 super().method(arg) # This does the same thing as:
1682 # super(C, self).method(arg)
Georg Brandl116aa622007-08-15 14:28:22 +00001683
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001684 In addition to method lookups, :func:`super` also works for attribute
Géry Ogamd6727912019-11-21 03:10:19 +01001685 lookups. One possible use case for this is calling :term:`descriptors <descriptor>`
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001686 in a parent or sibling class.
1687
Georg Brandl116aa622007-08-15 14:28:22 +00001688 Note that :func:`super` is implemented as part of the binding process for
Mark Summerfield1041f742008-02-26 13:27:00 +00001689 explicit dotted attribute lookups such as ``super().__getitem__(name)``.
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001690 It does so by implementing its own :meth:`__getattribute__` method for searching
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001691 classes in a predictable order that supports cooperative multiple inheritance.
Georg Brandl116aa622007-08-15 14:28:22 +00001692 Accordingly, :func:`super` is undefined for implicit lookups using statements or
Raymond Hettinger518d8da2008-12-06 11:44:00 +00001693 operators such as ``super()[name]``.
1694
Nick Coghlan7fc570a2012-05-20 02:34:13 +10001695 Also note that, aside from the zero argument form, :func:`super` is not
1696 limited to use inside methods. The two argument form specifies the
1697 arguments exactly and makes the appropriate references. The zero
1698 argument form only works inside a class definition, as the compiler fills
1699 in the necessary details to correctly retrieve the class being defined,
1700 as well as accessing the current instance for ordinary methods.
Georg Brandl116aa622007-08-15 14:28:22 +00001701
Raymond Hettinger90289282011-06-01 16:17:23 -07001702 For practical suggestions on how to design cooperative classes using
1703 :func:`super`, see `guide to using super()
Georg Brandl5d941342016-02-26 19:37:12 +01001704 <https://rhettinger.wordpress.com/2011/05/26/super-considered-super/>`_.
Raymond Hettinger90289282011-06-01 16:17:23 -07001705
Georg Brandl116aa622007-08-15 14:28:22 +00001706
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001707.. _func-tuple:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001708.. class:: tuple([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001709 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001710
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001711 Rather than being a function, :class:`tuple` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001712 sequence type, as documented in :ref:`typesseq-tuple` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001713
1714
Georg Brandleb7e8f62014-10-06 13:54:36 +02001715.. class:: type(object)
Erik Soma72fcd142021-03-01 18:21:04 -05001716 type(name, bases, dict, **kwds)
Georg Brandl116aa622007-08-15 14:28:22 +00001717
1718 .. index:: object: type
1719
Ezio Melotti837cd062012-10-24 23:06:25 +03001720 With one argument, return the type of an *object*. The return value is a
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001721 type object and generally the same object as returned by
1722 :attr:`object.__class__ <instance.__class__>`.
Georg Brandl116aa622007-08-15 14:28:22 +00001723
Georg Brandl85eb8c12007-08-31 16:33:38 +00001724 The :func:`isinstance` built-in function is recommended for testing the type
1725 of an object, because it takes subclasses into account.
1726
Georg Brandl116aa622007-08-15 14:28:22 +00001727
Ezio Melotti837cd062012-10-24 23:06:25 +03001728 With three arguments, return a new type object. This is essentially a
Борис Верховский644d5282021-01-22 00:47:23 -05001729 dynamic form of the :keyword:`class` statement. The *name* string is
1730 the class name and becomes the :attr:`~definition.__name__` attribute.
1731 The *bases* tuple contains the base classes and becomes the
1732 :attr:`~class.__bases__` attribute; if empty, :class:`object`, the
1733 ultimate base of all classes, is added. The *dict* dictionary contains
1734 attribute and method definitions for the class body; it may be copied
1735 or wrapped before becoming the :attr:`~object.__dict__` attribute.
1736 The following two statements create identical :class:`type` objects:
Georg Brandl116aa622007-08-15 14:28:22 +00001737
Éric Araujo28053fb2010-11-22 03:09:19 +00001738 >>> class X:
Georg Brandl116aa622007-08-15 14:28:22 +00001739 ... a = 1
Georg Brandl48310cd2009-01-03 21:18:54 +00001740 ...
Борис Верховский644d5282021-01-22 00:47:23 -05001741 >>> X = type('X', (), dict(a=1))
Georg Brandl116aa622007-08-15 14:28:22 +00001742
Chris Jerdonek006d9072012-10-12 20:28:26 -07001743 See also :ref:`bltin-type-objects`.
1744
Erik Soma72fcd142021-03-01 18:21:04 -05001745 Keyword arguments provided to the three argument form are passed to the
1746 appropriate metaclass machinery (usually :meth:`~object.__init_subclass__`)
1747 in the same way that keywords in a class
1748 definition (besides *metaclass*) would.
1749
1750 See also :ref:`class-customization`.
1751
Berker Peksag3f015a62016-08-19 11:04:07 +03001752 .. versionchanged:: 3.6
1753 Subclasses of :class:`type` which don't override ``type.__new__`` may no
1754 longer use the one-argument form to get the type of an object.
Georg Brandl116aa622007-08-15 14:28:22 +00001755
1756.. function:: vars([object])
1757
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001758 Return the :attr:`~object.__dict__` attribute for a module, class, instance,
Martin Panterbae5d812016-06-18 03:57:31 +00001759 or any other object with a :attr:`~object.__dict__` attribute.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +00001760
Martin Panterbae5d812016-06-18 03:57:31 +00001761 Objects such as modules and instances have an updateable :attr:`~object.__dict__`
Raymond Hettingerd7100172013-06-02 10:03:05 -07001762 attribute; however, other objects may have write restrictions on their
Martin Panterbae5d812016-06-18 03:57:31 +00001763 :attr:`~object.__dict__` attributes (for example, classes use a
Berker Peksag37e87e62016-06-24 09:12:01 +03001764 :class:`types.MappingProxyType` to prevent direct dictionary updates).
Georg Brandl116aa622007-08-15 14:28:22 +00001765
Raymond Hettingerd7100172013-06-02 10:03:05 -07001766 Without an argument, :func:`vars` acts like :func:`locals`. Note, the
1767 locals dictionary is only useful for reads since updates to the locals
1768 dictionary are ignored.
1769
Andre Delfino802726a2020-08-21 19:29:34 -03001770 A :exc:`TypeError` exception is raised if an object is specified but
1771 it doesn't have a :attr:`~object.__dict__` attribute (for example, if
1772 its class defines the :attr:`~object.__slots__` attribute).
Georg Brandl116aa622007-08-15 14:28:22 +00001773
Ram Rachum59cf8532020-06-19 23:39:22 +03001774.. function:: zip(*iterables, strict=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001775
Ram Rachum59cf8532020-06-19 23:39:22 +03001776 Iterate over several iterables in parallel, producing tuples with an item
1777 from each one.
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001778
Ram Rachum59cf8532020-06-19 23:39:22 +03001779 Example::
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001780
Ram Rachum59cf8532020-06-19 23:39:22 +03001781 >>> for item in zip([1, 2, 3], ['sugar', 'spice', 'everything nice']):
1782 ... print(item)
1783 ...
1784 (1, 'sugar')
1785 (2, 'spice')
1786 (3, 'everything nice')
Georg Brandl116aa622007-08-15 14:28:22 +00001787
Ram Rachum59cf8532020-06-19 23:39:22 +03001788 More formally: :func:`zip` returns an iterator of tuples, where the *i*-th
1789 tuple contains the *i*-th element from each of the argument iterables.
Christian Heimes1af737c2008-01-23 08:24:23 +00001790
Ram Rachum59cf8532020-06-19 23:39:22 +03001791 Another way to think of :func:`zip` is that it turns rows into columns, and
1792 columns into rows. This is similar to `transposing a matrix
1793 <https://en.wikipedia.org/wiki/Transpose>`_.
Georg Brandl116aa622007-08-15 14:28:22 +00001794
Ram Rachum59cf8532020-06-19 23:39:22 +03001795 :func:`zip` is lazy: The elements won't be processed until the iterable is
1796 iterated on, e.g. by a :keyword:`!for` loop or by wrapping in a
1797 :class:`list`.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001798
Ram Rachum59cf8532020-06-19 23:39:22 +03001799 One thing to consider is that the iterables passed to :func:`zip` could have
1800 different lengths; sometimes by design, and sometimes because of a bug in
1801 the code that prepared these iterables. Python offers three different
1802 approaches to dealing with this issue:
1803
1804 * By default, :func:`zip` stops when the shortest iterable is exhausted.
1805 It will ignore the remaining items in the longer iterables, cutting off
1806 the result to the length of the shortest iterable::
1807
1808 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum']))
1809 [(0, 'fee'), (1, 'fi'), (2, 'fo')]
1810
1811 * :func:`zip` is often used in cases where the iterables are assumed to be
1812 of equal length. In such cases, it's recommended to use the ``strict=True``
1813 option. Its output is the same as regular :func:`zip`::
1814
1815 >>> list(zip(('a', 'b', 'c'), (1, 2, 3), strict=True))
1816 [('a', 1), ('b', 2), ('c', 3)]
1817
1818 Unlike the default behavior, it checks that the lengths of iterables are
1819 identical, raising a :exc:`ValueError` if they aren't:
1820
1821 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum'], strict=True))
1822 Traceback (most recent call last):
1823 ...
1824 ValueError: zip() argument 2 is longer than argument 1
1825
1826 Without the ``strict=True`` argument, any bug that results in iterables of
Ram Rachum77ed29b2020-06-26 00:50:37 +03001827 different lengths will be silenced, possibly manifesting as a hard-to-find
Ram Rachum59cf8532020-06-19 23:39:22 +03001828 bug in another part of the program.
1829
1830 * Shorter iterables can be padded with a constant value to make all the
1831 iterables have the same length. This is done by
1832 :func:`itertools.zip_longest`.
1833
1834 Edge cases: With a single iterable argument, :func:`zip` returns an
1835 iterator of 1-tuples. With no arguments, it returns an empty iterator.
1836
1837 Tips and tricks:
1838
1839 * The left-to-right evaluation order of the iterables is guaranteed. This
1840 makes possible an idiom for clustering a data series into n-length groups
1841 using ``zip(*[iter(s)]*n, strict=True)``. This repeats the *same* iterator
1842 ``n`` times so that each output tuple has the result of ``n`` calls to the
1843 iterator. This has the effect of dividing the input into n-length chunks.
1844
1845 * :func:`zip` in conjunction with the ``*`` operator can be used to unzip a
1846 list::
1847
1848 >>> x = [1, 2, 3]
1849 >>> y = [4, 5, 6]
1850 >>> list(zip(x, y))
1851 [(1, 4), (2, 5), (3, 6)]
1852 >>> x2, y2 = zip(*zip(x, y))
1853 >>> x == list(x2) and y == list(y2)
1854 True
1855
1856 .. versionchanged:: 3.10
1857 Added the ``strict`` argument.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001858
Georg Brandl2ee470f2008-07-16 12:55:28 +00001859
Brett Cannoncb4996a2012-08-06 16:34:44 -04001860.. function:: __import__(name, globals=None, locals=None, fromlist=(), level=0)
Georg Brandl48367812008-12-05 15:55:41 +00001861
1862 .. index::
1863 statement: import
1864 module: imp
1865
1866 .. note::
1867
1868 This is an advanced function that is not needed in everyday Python
Éric Araujoe801aa22011-07-29 17:50:58 +02001869 programming, unlike :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001870
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001871 This function is invoked by the :keyword:`import` statement. It can be
1872 replaced (by importing the :mod:`builtins` module and assigning to
1873 ``builtins.__import__``) in order to change semantics of the
Serhiy Storchaka2b57c432018-12-19 08:09:46 +02001874 :keyword:`!import` statement, but doing so is **strongly** discouraged as it
Brett Cannonf5ebd262013-08-23 10:58:49 -04001875 is usually simpler to use import hooks (see :pep:`302`) to attain the same
1876 goals and does not cause issues with code which assumes the default import
1877 implementation is in use. Direct use of :func:`__import__` is also
1878 discouraged in favor of :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001879
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001880 The function imports the module *name*, potentially using the given *globals*
1881 and *locals* to determine how to interpret the name in a package context.
1882 The *fromlist* gives the names of objects or submodules that should be
1883 imported from the module given by *name*. The standard implementation does
1884 not use its *locals* argument at all, and uses its *globals* only to
1885 determine the package context of the :keyword:`import` statement.
1886
Brett Cannon2b9fd472009-03-15 02:18:41 +00001887 *level* specifies whether to use absolute or relative imports. ``0`` (the
1888 default) means only perform absolute imports. Positive values for
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001889 *level* indicate the number of parent directories to search relative to the
Brett Cannon2a082ad2012-04-14 21:58:33 -04001890 directory of the module calling :func:`__import__` (see :pep:`328` for the
1891 details).
Georg Brandl48367812008-12-05 15:55:41 +00001892
1893 When the *name* variable is of the form ``package.module``, normally, the
1894 top-level package (the name up till the first dot) is returned, *not* the
1895 module named by *name*. However, when a non-empty *fromlist* argument is
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001896 given, the module named by *name* is returned.
Georg Brandl48367812008-12-05 15:55:41 +00001897
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001898 For example, the statement ``import spam`` results in bytecode resembling the
1899 following code::
Georg Brandl48310cd2009-01-03 21:18:54 +00001900
Brett Cannon2b9fd472009-03-15 02:18:41 +00001901 spam = __import__('spam', globals(), locals(), [], 0)
Georg Brandl48367812008-12-05 15:55:41 +00001902
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001903 The statement ``import spam.ham`` results in this call::
Georg Brandl48367812008-12-05 15:55:41 +00001904
Brett Cannon2b9fd472009-03-15 02:18:41 +00001905 spam = __import__('spam.ham', globals(), locals(), [], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001906
1907 Note how :func:`__import__` returns the toplevel module here because this is
1908 the object that is bound to a name by the :keyword:`import` statement.
1909
1910 On the other hand, the statement ``from spam.ham import eggs, sausage as
1911 saus`` results in ::
1912
Brett Cannon2b9fd472009-03-15 02:18:41 +00001913 _temp = __import__('spam.ham', globals(), locals(), ['eggs', 'sausage'], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001914 eggs = _temp.eggs
1915 saus = _temp.sausage
1916
1917 Here, the ``spam.ham`` module is returned from :func:`__import__`. From this
1918 object, the names to import are retrieved and assigned to their respective
1919 names.
1920
1921 If you simply want to import a module (potentially within a package) by name,
Éric Araujoe801aa22011-07-29 17:50:58 +02001922 use :func:`importlib.import_module`.
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001923
Brett Cannon73df3642012-07-30 18:35:17 -04001924 .. versionchanged:: 3.3
Brett Cannon222d4732012-08-05 20:49:53 -04001925 Negative values for *level* are no longer supported (which also changes
1926 the default value to 0).
Brett Cannon73df3642012-07-30 18:35:17 -04001927
idomicfc72ab62020-03-09 07:57:53 -04001928 .. versionchanged:: 3.9
1929 When the command line options :option:`-E` or :option:`-I` are being used,
1930 the environment variable :envvar:`PYTHONCASEOK` is now ignored.
Georg Brandl48367812008-12-05 15:55:41 +00001931
Georg Brandl116aa622007-08-15 14:28:22 +00001932.. rubric:: Footnotes
1933
Georg Brandl47f27a32009-03-31 16:57:13 +00001934.. [#] Note that the parser only accepts the Unix-style end of line convention.
1935 If you are reading the code from a file, make sure to use newline conversion
1936 mode to convert Windows or Mac-style newlines.