blob: c49bb0c9de70cacfeefea132763182575d100b28 [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
167 * If it is an object conforming to the *buffer* interface, a read-only buffer
168 of the object will be used to initialize the bytes array.
169
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
Andrés Delfino33aefad2018-07-11 06:44:06 -0300262 The optional arguments *flags* and *dont_inherit* control which :ref:`future
263 statements <future>` affect the compilation of *source*. If neither
Georg Brandle06de8b2008-05-05 21:42:51 +0000264 is present (or both are zero) the code is compiled with those future
Georg Brandle4196d32014-10-31 09:41:46 +0100265 statements that are in effect in the code that is calling :func:`compile`. If the
Georg Brandle06de8b2008-05-05 21:42:51 +0000266 *flags* argument is given and *dont_inherit* is not (or is zero) then the
Georg Brandl116aa622007-08-15 14:28:22 +0000267 future statements specified by the *flags* argument are used in addition to
268 those that would be used anyway. If *dont_inherit* is a non-zero integer then
Georg Brandle06de8b2008-05-05 21:42:51 +0000269 the *flags* argument is it -- the future statements in effect around the call
270 to compile are ignored.
Georg Brandl116aa622007-08-15 14:28:22 +0000271
Christian Heimesfaf2f632008-01-06 16:59:19 +0000272 Future statements are specified by bits which can be bitwise ORed together to
Georg Brandl116aa622007-08-15 14:28:22 +0000273 specify multiple statements. The bitfield required to specify a given feature
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +0300274 can be found as the :attr:`~__future__._Feature.compiler_flag` attribute on
275 the :class:`~__future__._Feature` instance in the :mod:`__future__` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000276
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700277 The optional argument *flags* also controls whether the compiled source is
278 allowed to contain top-level ``await``, ``async for`` and ``async with``.
279 When the bit ``ast.PyCF_ALLOW_TOP_LEVEL_AWAIT`` is set, the return code
280 object has ``CO_COROUTINE`` set in ``co_code``, and can be interactively
281 executed via ``await eval(code_object)``.
282
Georg Brandl8334fd92010-12-04 10:26:46 +0000283 The argument *optimize* specifies the optimization level of the compiler; the
284 default value of ``-1`` selects the optimization level of the interpreter as
285 given by :option:`-O` options. Explicit levels are ``0`` (no optimization;
286 ``__debug__`` is true), ``1`` (asserts are removed, ``__debug__`` is false)
287 or ``2`` (docstrings are removed too).
288
Christian Heimes7f044312008-01-06 17:05:40 +0000289 This function raises :exc:`SyntaxError` if the compiled source is invalid,
Berker Peksag0334c3c2016-02-21 22:00:12 +0200290 and :exc:`ValueError` if the source contains null bytes.
Christian Heimes7f044312008-01-06 17:05:40 +0000291
Georg Brandle4196d32014-10-31 09:41:46 +0100292 If you want to parse Python code into its AST representation, see
293 :func:`ast.parse`.
294
Steve Dower44f91c32019-06-27 10:47:59 -0700295 .. audit-event:: compile source,filename compile
Steve Dowerb82e17e2019-05-23 08:45:22 -0700296
Steve Dower60419a72019-06-24 08:42:54 -0700297 Raises an :ref:`auditing event <auditing>` ``compile`` with arguments
Steve Dowerb82e17e2019-05-23 08:45:22 -0700298 ``source`` and ``filename``. This event may also be raised by implicit
299 compilation.
300
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000301 .. note::
302
Benjamin Peterson20211002009-11-25 18:34:42 +0000303 When compiling a string with multi-line code in ``'single'`` or
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000304 ``'eval'`` mode, input must be terminated by at least one newline
305 character. This is to facilitate detection of incomplete and complete
306 statements in the :mod:`code` module.
307
Brett Cannonf7a6ff62018-03-09 13:13:32 -0800308 .. warning::
309
310 It is possible to crash the Python interpreter with a
311 sufficiently large/complex string when compiling to an AST
312 object due to stack depth limitations in Python's AST compiler.
313
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000314 .. versionchanged:: 3.2
315 Allowed use of Windows and Mac newlines. Also input in ``'exec'`` mode
Georg Brandl8334fd92010-12-04 10:26:46 +0000316 does not have to end in a newline anymore. Added the *optimize* parameter.
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000317
Berker Peksag0334c3c2016-02-21 22:00:12 +0200318 .. versionchanged:: 3.5
319 Previously, :exc:`TypeError` was raised when null bytes were encountered
320 in *source*.
321
Matthias Bussonnier565b4f12019-05-21 13:12:03 -0700322 .. versionadded:: 3.8
323 ``ast.PyCF_ALLOW_TOP_LEVEL_AWAIT`` can now be passed in flags to enable
324 support for top-level ``await``, ``async for``, and ``async with``.
325
Georg Brandl116aa622007-08-15 14:28:22 +0000326
Georg Brandleb7e8f62014-10-06 13:54:36 +0200327.. class:: complex([real[, imag]])
Georg Brandl116aa622007-08-15 14:28:22 +0000328
Terry Jan Reedy43cba212015-05-23 16:16:28 -0400329 Return a complex number with the value *real* + *imag*\*1j or convert a string
Georg Brandleb7e8f62014-10-06 13:54:36 +0200330 or number to a complex number. If the first parameter is a string, it will
331 be interpreted as a complex number and the function must be called without a
332 second parameter. The second parameter can never be a string. Each argument
333 may be any numeric type (including complex). If *imag* is omitted, it
334 defaults to zero and the constructor serves as a numeric conversion like
335 :class:`int` and :class:`float`. If both arguments are omitted, returns
336 ``0j``.
Georg Brandl116aa622007-08-15 14:28:22 +0000337
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300338 For a general Python object ``x``, ``complex(x)`` delegates to
339 ``x.__complex__()``. If ``__complex__()`` is not defined then it falls back
340 to :meth:`__float__`. If ``__float__()`` is not defined then it falls back
341 to :meth:`__index__`.
342
Mark Dickinson328dd0d2012-03-10 16:09:35 +0000343 .. note::
344
345 When converting from a string, the string must not contain whitespace
346 around the central ``+`` or ``-`` operator. For example,
347 ``complex('1+2j')`` is fine, but ``complex('1 + 2j')`` raises
348 :exc:`ValueError`.
349
Georg Brandl116aa622007-08-15 14:28:22 +0000350 The complex type is described in :ref:`typesnumeric`.
351
Brett Cannona721aba2016-09-09 14:57:09 -0700352 .. versionchanged:: 3.6
353 Grouping digits with underscores as in code literals is allowed.
354
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300355 .. versionchanged:: 3.8
356 Falls back to :meth:`__index__` if :meth:`__complex__` and
357 :meth:`__float__` are not defined.
358
Georg Brandl116aa622007-08-15 14:28:22 +0000359
360.. function:: delattr(object, name)
361
362 This is a relative of :func:`setattr`. The arguments are an object and a
363 string. The string must be the name of one of the object's attributes. The
364 function deletes the named attribute, provided the object allows it. For
365 example, ``delattr(x, 'foobar')`` is equivalent to ``del x.foobar``.
366
367
Éric Araujo9edd9f02011-09-01 23:08:55 +0200368.. _func-dict:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200369.. class:: dict(**kwarg)
370 dict(mapping, **kwarg)
371 dict(iterable, **kwarg)
Georg Brandl116aa622007-08-15 14:28:22 +0000372 :noindex:
373
Chris Jerdonekf3413172012-10-13 03:22:33 -0700374 Create a new dictionary. The :class:`dict` object is the dictionary class.
Georg Brandleb7e8f62014-10-06 13:54:36 +0200375 See :class:`dict` and :ref:`typesmapping` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000376
Chris Jerdonekf3413172012-10-13 03:22:33 -0700377 For other containers see the built-in :class:`list`, :class:`set`, and
378 :class:`tuple` classes, as well as the :mod:`collections` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000379
380
381.. function:: dir([object])
382
383 Without arguments, return the list of names in the current local scope. With an
384 argument, attempt to return a list of valid attributes for that object.
385
386 If the object has a method named :meth:`__dir__`, this method will be called and
387 must return the list of attributes. This allows objects that implement a custom
388 :func:`__getattr__` or :func:`__getattribute__` function to customize the way
389 :func:`dir` reports their attributes.
390
391 If the object does not provide :meth:`__dir__`, the function tries its best to
Martin Panterbae5d812016-06-18 03:57:31 +0000392 gather information from the object's :attr:`~object.__dict__` attribute, if defined, and
Georg Brandl116aa622007-08-15 14:28:22 +0000393 from its type object. The resulting list is not necessarily complete, and may
394 be inaccurate when the object has a custom :func:`__getattr__`.
395
396 The default :func:`dir` mechanism behaves differently with different types of
397 objects, as it attempts to produce the most relevant, rather than complete,
398 information:
399
400 * If the object is a module object, the list contains the names of the module's
401 attributes.
402
403 * If the object is a type or class object, the list contains the names of its
404 attributes, and recursively of the attributes of its bases.
405
406 * Otherwise, the list contains the object's attributes' names, the names of its
407 class's attributes, and recursively of the attributes of its class's base
408 classes.
409
Christian Heimesfe337bf2008-03-23 21:54:12 +0000410 The resulting list is sorted alphabetically. For example:
411
412 >>> import struct
Marco Buttue65fcde2017-04-27 14:23:34 +0200413 >>> dir() # show the names in the module namespace # doctest: +SKIP
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300414 ['__builtins__', '__name__', 'struct']
415 >>> dir(struct) # show the names in the struct module # doctest: +SKIP
416 ['Struct', '__all__', '__builtins__', '__cached__', '__doc__', '__file__',
417 '__initializing__', '__loader__', '__name__', '__package__',
418 '_clearcache', 'calcsize', 'error', 'pack', 'pack_into',
Christian Heimesfe337bf2008-03-23 21:54:12 +0000419 'unpack', 'unpack_from']
Ezio Melottiaf8838f2013-03-11 09:30:21 +0200420 >>> class Shape:
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300421 ... def __dir__(self):
422 ... return ['area', 'perimeter', 'location']
Raymond Hettinger90289282011-06-01 16:17:23 -0700423 >>> s = Shape()
424 >>> dir(s)
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300425 ['area', 'location', 'perimeter']
Georg Brandl116aa622007-08-15 14:28:22 +0000426
427 .. note::
428
429 Because :func:`dir` is supplied primarily as a convenience for use at an
Georg Brandl036490d2009-05-17 13:00:36 +0000430 interactive prompt, it tries to supply an interesting set of names more
431 than it tries to supply a rigorously or consistently defined set of names,
432 and its detailed behavior may change across releases. For example,
433 metaclass attributes are not in the result list when the argument is a
434 class.
Georg Brandl116aa622007-08-15 14:28:22 +0000435
436
437.. function:: divmod(a, b)
438
439 Take two (non complex) numbers as arguments and return a pair of numbers
Georg Brandl036490d2009-05-17 13:00:36 +0000440 consisting of their quotient and remainder when using integer division. With
441 mixed operand types, the rules for binary arithmetic operators apply. For
442 integers, the result is the same as ``(a // b, a % b)``. For floating point
443 numbers the result is ``(q, a % b)``, where *q* is usually ``math.floor(a /
444 b)`` but may be 1 less than that. In any case ``q * b + a % b`` is very
445 close to *a*, if ``a % b`` is non-zero it has the same sign as *b*, and ``0
446 <= abs(a % b) < abs(b)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000447
Georg Brandl116aa622007-08-15 14:28:22 +0000448
Georg Brandl036490d2009-05-17 13:00:36 +0000449.. function:: enumerate(iterable, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +0000450
Georg Brandld11ae5d2008-05-16 13:27:32 +0000451 Return an enumerate object. *iterable* must be a sequence, an
Ezio Melotti7fa82222012-10-12 13:42:08 +0300452 :term:`iterator`, or some other object which supports iteration.
453 The :meth:`~iterator.__next__` method of the iterator returned by
454 :func:`enumerate` returns a tuple containing a count (from *start* which
455 defaults to 0) and the values obtained from iterating over *iterable*.
Georg Brandl116aa622007-08-15 14:28:22 +0000456
Raymond Hettinger9d3df6d2011-06-25 15:00:14 +0200457 >>> seasons = ['Spring', 'Summer', 'Fall', 'Winter']
458 >>> list(enumerate(seasons))
459 [(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]
460 >>> list(enumerate(seasons, start=1))
461 [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
Raymond Hettinger90289282011-06-01 16:17:23 -0700462
463 Equivalent to::
464
465 def enumerate(sequence, start=0):
466 n = start
467 for elem in sequence:
468 yield n, elem
469 n += 1
Georg Brandl116aa622007-08-15 14:28:22 +0000470
Georg Brandl116aa622007-08-15 14:28:22 +0000471
smokephil7a0023e2019-09-11 12:30:04 +0200472.. function:: eval(expression[, globals[, locals]])
Georg Brandl116aa622007-08-15 14:28:22 +0000473
474 The arguments are a string and optional globals and locals. If provided,
475 *globals* must be a dictionary. If provided, *locals* can be any mapping
476 object.
477
Georg Brandl116aa622007-08-15 14:28:22 +0000478 The *expression* argument is parsed and evaluated as a Python expression
479 (technically speaking, a condition list) using the *globals* and *locals*
Georg Brandl9afde1c2007-11-01 20:32:30 +0000480 dictionaries as global and local namespace. If the *globals* dictionary is
Berker Peksag225b0552018-08-19 13:25:33 +0300481 present and does not contain a value for the key ``__builtins__``, a
482 reference to the dictionary of the built-in module :mod:`builtins` is
Raymond Hettinger610a4822019-08-06 17:56:22 -0700483 inserted under that key before *expression* is parsed. This means that
484 *expression* normally has full access to the standard :mod:`builtins`
485 module and restricted environments are propagated. If the *locals*
486 dictionary is omitted it defaults to the *globals* dictionary. If both
487 dictionaries are omitted, the expression is executed with the *globals* and
488 *locals* in the environment where :func:`eval` is called. Note, *eval()*
Géry Ogamd6727912019-11-21 03:10:19 +0100489 does not have access to the :term:`nested scopes <nested scope>` (non-locals) in the
Raymond Hettinger610a4822019-08-06 17:56:22 -0700490 enclosing environment.
491
492 The return value is the result of
Christian Heimesfe337bf2008-03-23 21:54:12 +0000493 the evaluated expression. Syntax errors are reported as exceptions. Example:
Georg Brandl116aa622007-08-15 14:28:22 +0000494
495 >>> x = 1
Georg Brandl6911e3c2007-09-04 07:15:32 +0000496 >>> eval('x+1')
Georg Brandl116aa622007-08-15 14:28:22 +0000497 2
498
Benjamin Peterson3e4f0552008-09-02 00:31:15 +0000499 This function can also be used to execute arbitrary code objects (such as
500 those created by :func:`compile`). In this case pass a code object instead
501 of a string. If the code object has been compiled with ``'exec'`` as the
Georg Brandl1f70cdf2010-03-21 09:04:24 +0000502 *mode* argument, :func:`eval`\'s return value will be ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000503
504 Hints: dynamic execution of statements is supported by the :func:`exec`
505 function. The :func:`globals` and :func:`locals` functions
506 returns the current global and local dictionary, respectively, which may be
507 useful to pass around for use by :func:`eval` or :func:`exec`.
508
Georg Brandl05bfcc52010-07-11 09:42:10 +0000509 See :func:`ast.literal_eval` for a function that can safely evaluate strings
510 with expressions containing only literals.
511
Steve Dower44f91c32019-06-27 10:47:59 -0700512 .. audit-event:: exec code_object eval
Steve Dowerb82e17e2019-05-23 08:45:22 -0700513
Steve Dower60419a72019-06-24 08:42:54 -0700514 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
515 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700516
Berker Peksag3410af42014-07-04 15:06:45 +0300517.. index:: builtin: exec
Georg Brandl116aa622007-08-15 14:28:22 +0000518
519.. function:: exec(object[, globals[, locals]])
520
Benjamin Petersond3013ff2008-11-11 21:43:42 +0000521 This function supports dynamic execution of Python code. *object* must be
522 either a string or a code object. If it is a string, the string is parsed as
523 a suite of Python statements which is then executed (unless a syntax error
Georg Brandl47f27a32009-03-31 16:57:13 +0000524 occurs). [#]_ If it is a code object, it is simply executed. In all cases,
525 the code that's executed is expected to be valid as file input (see the
526 section "File input" in the Reference Manual). Be aware that the
527 :keyword:`return` and :keyword:`yield` statements may not be used outside of
528 function definitions even within the context of code passed to the
529 :func:`exec` function. The return value is ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000530
531 In all cases, if the optional parts are omitted, the code is executed in the
Anthony Shaw059b9ea2019-06-02 01:51:58 +1000532 current scope. If only *globals* is provided, it must be a dictionary
533 (and not a subclass of dictionary), which
Georg Brandl116aa622007-08-15 14:28:22 +0000534 will be used for both the global and the local variables. If *globals* and
535 *locals* are given, they are used for the global and local variables,
Terry Jan Reedy83efd6c2012-07-08 17:36:14 -0400536 respectively. If provided, *locals* can be any mapping object. Remember
537 that at module level, globals and locals are the same dictionary. If exec
538 gets two separate objects as *globals* and *locals*, the code will be
539 executed as if it were embedded in a class definition.
Georg Brandl116aa622007-08-15 14:28:22 +0000540
541 If the *globals* dictionary does not contain a value for the key
542 ``__builtins__``, a reference to the dictionary of the built-in module
Georg Brandl1a3284e2007-12-02 09:40:06 +0000543 :mod:`builtins` is inserted under that key. That way you can control what
Georg Brandl116aa622007-08-15 14:28:22 +0000544 builtins are available to the executed code by inserting your own
545 ``__builtins__`` dictionary into *globals* before passing it to :func:`exec`.
546
Steve Dower44f91c32019-06-27 10:47:59 -0700547 .. audit-event:: exec code_object exec
Steve Dowerb82e17e2019-05-23 08:45:22 -0700548
Steve Dower60419a72019-06-24 08:42:54 -0700549 Raises an :ref:`auditing event <auditing>` ``exec`` with the code object
550 as the argument. Code compilation events may also be raised.
Steve Dowerb82e17e2019-05-23 08:45:22 -0700551
Georg Brandl116aa622007-08-15 14:28:22 +0000552 .. note::
553
554 The built-in functions :func:`globals` and :func:`locals` return the current
555 global and local dictionary, respectively, which may be useful to pass around
556 for use as the second and third argument to :func:`exec`.
557
Georg Brandle720c0a2009-04-27 16:20:50 +0000558 .. note::
Georg Brandl116aa622007-08-15 14:28:22 +0000559
560 The default *locals* act as described for function :func:`locals` below:
Georg Brandlf6945182008-02-01 11:56:49 +0000561 modifications to the default *locals* dictionary should not be attempted.
562 Pass an explicit *locals* dictionary if you need to see effects of the
563 code on *locals* after function :func:`exec` returns.
Georg Brandl116aa622007-08-15 14:28:22 +0000564
565
566.. function:: filter(function, iterable)
567
Georg Brandl952aea22007-09-04 17:50:40 +0000568 Construct an iterator from those elements of *iterable* for which *function*
569 returns true. *iterable* may be either a sequence, a container which
Georg Brandl9afde1c2007-11-01 20:32:30 +0000570 supports iteration, or an iterator. If *function* is ``None``, the identity
571 function is assumed, that is, all elements of *iterable* that are false are
572 removed.
Georg Brandl116aa622007-08-15 14:28:22 +0000573
Georg Brandl952aea22007-09-04 17:50:40 +0000574 Note that ``filter(function, iterable)`` is equivalent to the generator
575 expression ``(item for item in iterable if function(item))`` if function is
576 not ``None`` and ``(item for item in iterable if item)`` if function is
577 ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000578
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000579 See :func:`itertools.filterfalse` for the complementary function that returns
580 elements of *iterable* for which *function* returns false.
581
Georg Brandl116aa622007-08-15 14:28:22 +0000582
Georg Brandleb7e8f62014-10-06 13:54:36 +0200583.. class:: float([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000584
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000585 .. index::
586 single: NaN
587 single: Infinity
Georg Brandl116aa622007-08-15 14:28:22 +0000588
Georg Brandleb7e8f62014-10-06 13:54:36 +0200589 Return a floating point number constructed from a number or string *x*.
Georg Brandl116aa622007-08-15 14:28:22 +0000590
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000591 If the argument is a string, it should contain a decimal number, optionally
592 preceded by a sign, and optionally embedded in whitespace. The optional
593 sign may be ``'+'`` or ``'-'``; a ``'+'`` sign has no effect on the value
594 produced. The argument may also be a string representing a NaN
595 (not-a-number), or a positive or negative infinity. More precisely, the
596 input must conform to the following grammar after leading and trailing
597 whitespace characters are removed:
Georg Brandl116aa622007-08-15 14:28:22 +0000598
Victor Stinner8af239e2020-09-18 09:10:15 +0200599 .. productionlist:: float
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000600 sign: "+" | "-"
601 infinity: "Infinity" | "inf"
602 nan: "nan"
Georg Brandl46402372010-12-04 19:06:18 +0000603 numeric_value: `floatnumber` | `infinity` | `nan`
604 numeric_string: [`sign`] `numeric_value`
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000605
606 Here ``floatnumber`` is the form of a Python floating-point literal,
607 described in :ref:`floating`. Case is not significant, so, for example,
608 "inf", "Inf", "INFINITY" and "iNfINity" are all acceptable spellings for
609 positive infinity.
610
611 Otherwise, if the argument is an integer or a floating point number, a
612 floating point number with the same value (within Python's floating point
613 precision) is returned. If the argument is outside the range of a Python
614 float, an :exc:`OverflowError` will be raised.
615
616 For a general Python object ``x``, ``float(x)`` delegates to
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300617 ``x.__float__()``. If ``__float__()`` is not defined then it falls back
618 to :meth:`__index__`.
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000619
620 If no argument is given, ``0.0`` is returned.
621
622 Examples::
623
624 >>> float('+1.23')
625 1.23
626 >>> float(' -12345\n')
627 -12345.0
628 >>> float('1e-003')
629 0.001
630 >>> float('+1E6')
631 1000000.0
632 >>> float('-Infinity')
633 -inf
Georg Brandl116aa622007-08-15 14:28:22 +0000634
635 The float type is described in :ref:`typesnumeric`.
636
Brett Cannona721aba2016-09-09 14:57:09 -0700637 .. versionchanged:: 3.6
638 Grouping digits with underscores as in code literals is allowed.
Chris Jerdonekbb4e9412012-11-28 01:38:40 -0800639
Louis Sautier3fe89da2018-08-27 12:45:26 +0200640 .. versionchanged:: 3.7
641 *x* is now a positional-only parameter.
642
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300643 .. versionchanged:: 3.8
644 Falls back to :meth:`__index__` if :meth:`__float__` is not defined.
645
Éric Araujo9edd9f02011-09-01 23:08:55 +0200646
Brett Cannona721aba2016-09-09 14:57:09 -0700647.. index::
648 single: __format__
649 single: string; format() (built-in function)
650
Georg Brandl4b491312007-08-31 09:22:56 +0000651.. function:: format(value[, format_spec])
652
Georg Brandl5579ba92009-02-23 10:24:05 +0000653 Convert a *value* to a "formatted" representation, as controlled by
654 *format_spec*. The interpretation of *format_spec* will depend on the type
655 of the *value* argument, however there is a standard formatting syntax that
656 is used by most built-in types: :ref:`formatspec`.
Georg Brandl48310cd2009-01-03 21:18:54 +0000657
Raymond Hettinger30439b22011-05-11 10:47:27 -0700658 The default *format_spec* is an empty string which usually gives the same
Chris Jerdonek5fae0e52012-11-20 17:45:51 -0800659 effect as calling :func:`str(value) <str>`.
Georg Brandl4b491312007-08-31 09:22:56 +0000660
Raymond Hettinger30439b22011-05-11 10:47:27 -0700661 A call to ``format(value, format_spec)`` is translated to
Georg Brandle4196d32014-10-31 09:41:46 +0100662 ``type(value).__format__(value, format_spec)`` which bypasses the instance
Raymond Hettinger30439b22011-05-11 10:47:27 -0700663 dictionary when searching for the value's :meth:`__format__` method. A
Larry Hastings3732ed22014-03-15 21:13:56 -0700664 :exc:`TypeError` exception is raised if the method search reaches
665 :mod:`object` and the *format_spec* is non-empty, or if either the
666 *format_spec* or the return value are not strings.
Georg Brandl4b491312007-08-31 09:22:56 +0000667
Larry Hastings3732ed22014-03-15 21:13:56 -0700668 .. versionchanged:: 3.4
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200669 ``object().__format__(format_spec)`` raises :exc:`TypeError`
Larry Hastings3732ed22014-03-15 21:13:56 -0700670 if *format_spec* is not an empty string.
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200671
Éric Araujo9edd9f02011-09-01 23:08:55 +0200672
673.. _func-frozenset:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200674.. class:: frozenset([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +0000675 :noindex:
676
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800677 Return a new :class:`frozenset` object, optionally with elements taken from
678 *iterable*. ``frozenset`` is a built-in class. See :class:`frozenset` and
679 :ref:`types-set` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000680
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800681 For other containers see the built-in :class:`set`, :class:`list`,
682 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
683 module.
Georg Brandl116aa622007-08-15 14:28:22 +0000684
Georg Brandl116aa622007-08-15 14:28:22 +0000685
686.. function:: getattr(object, name[, default])
687
Georg Brandl8e4ddcf2010-10-16 18:51:05 +0000688 Return the value of the named attribute of *object*. *name* must be a string.
Georg Brandl116aa622007-08-15 14:28:22 +0000689 If the string is the name of one of the object's attributes, the result is the
690 value of that attribute. For example, ``getattr(x, 'foobar')`` is equivalent to
691 ``x.foobar``. If the named attribute does not exist, *default* is returned if
692 provided, otherwise :exc:`AttributeError` is raised.
693
694
695.. function:: globals()
696
697 Return a dictionary representing the current global symbol table. This is always
698 the dictionary of the current module (inside a function or method, this is the
699 module where it is defined, not the module from which it is called).
700
701
702.. function:: hasattr(object, name)
703
Benjamin Peterson17689992010-08-24 03:26:23 +0000704 The arguments are an object and a string. The result is ``True`` if the
705 string is the name of one of the object's attributes, ``False`` if not. (This
706 is implemented by calling ``getattr(object, name)`` and seeing whether it
707 raises an :exc:`AttributeError` or not.)
Georg Brandl116aa622007-08-15 14:28:22 +0000708
709
710.. function:: hash(object)
711
Barry Warsaw224a5992013-07-15 14:47:29 -0400712 Return the hash value of the object (if it has one). Hash values are
713 integers. They are used to quickly compare dictionary keys during a
714 dictionary lookup. Numeric values that compare equal have the same hash
715 value (even if they are of different types, as is the case for 1 and 1.0).
Georg Brandl116aa622007-08-15 14:28:22 +0000716
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300717 .. note::
Barry Warsaw224a5992013-07-15 14:47:29 -0400718
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300719 For objects with custom :meth:`__hash__` methods, note that :func:`hash`
720 truncates the return value based on the bit width of the host machine.
721 See :meth:`__hash__` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000722
723.. function:: help([object])
724
725 Invoke the built-in help system. (This function is intended for interactive
726 use.) If no argument is given, the interactive help system starts on the
727 interpreter console. If the argument is a string, then the string is looked up
728 as the name of a module, function, class, method, keyword, or documentation
729 topic, and a help page is printed on the console. If the argument is any other
730 kind of object, a help page on the object is generated.
731
Lysandros Nikolaou1aeeaeb2019-03-10 12:30:11 +0100732 Note that if a slash(/) appears in the parameter list of a function, when
733 invoking :func:`help`, it means that the parameters prior to the slash are
734 positional-only. For more info, see
735 :ref:`the FAQ entry on positional-only parameters <faq-positional-only-arguments>`.
736
Christian Heimes9bd667a2008-01-20 15:14:11 +0000737 This function is added to the built-in namespace by the :mod:`site` module.
738
Larry Hastings3732ed22014-03-15 21:13:56 -0700739 .. versionchanged:: 3.4
740 Changes to :mod:`pydoc` and :mod:`inspect` mean that the reported
741 signatures for callables are now more comprehensive and consistent.
742
Georg Brandl116aa622007-08-15 14:28:22 +0000743
744.. function:: hex(x)
745
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300746 Convert an integer number to a lowercase hexadecimal string prefixed with
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300747 "0x". If *x* is not a Python :class:`int` object, it has to define an
748 :meth:`__index__` method that returns an integer. Some examples:
Larry Hastings3732ed22014-03-15 21:13:56 -0700749
750 >>> hex(255)
751 '0xff'
752 >>> hex(-42)
753 '-0x2a'
754
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300755 If you want to convert an integer number to an uppercase or lower hexadecimal
756 string with prefix or not, you can use either of the following ways:
757
758 >>> '%#x' % 255, '%x' % 255, '%X' % 255
759 ('0xff', 'ff', 'FF')
760 >>> format(255, '#x'), format(255, 'x'), format(255, 'X')
761 ('0xff', 'ff', 'FF')
762 >>> f'{255:#x}', f'{255:x}', f'{255:X}'
763 ('0xff', 'ff', 'FF')
764
765 See also :func:`format` for more information.
Larry Hastings3732ed22014-03-15 21:13:56 -0700766
767 See also :func:`int` for converting a hexadecimal string to an
768 integer using a base of 16.
Georg Brandl116aa622007-08-15 14:28:22 +0000769
Mark Dickinson36cea392009-10-03 10:18:40 +0000770 .. note::
771
772 To obtain a hexadecimal string representation for a float, use the
773 :meth:`float.hex` method.
774
Georg Brandl116aa622007-08-15 14:28:22 +0000775
776.. function:: id(object)
777
Georg Brandlba956ae2007-11-29 17:24:34 +0000778 Return the "identity" of an object. This is an integer which
Georg Brandl116aa622007-08-15 14:28:22 +0000779 is guaranteed to be unique and constant for this object during its lifetime.
Georg Brandl495f7b52009-10-27 15:28:25 +0000780 Two objects with non-overlapping lifetimes may have the same :func:`id`
781 value.
782
Éric Araujof33de712011-05-27 04:42:47 +0200783 .. impl-detail:: This is the address of the object in memory.
Georg Brandl116aa622007-08-15 14:28:22 +0000784
785
Georg Brandlc0902982007-09-12 21:29:27 +0000786.. function:: input([prompt])
787
788 If the *prompt* argument is present, it is written to standard output without
789 a trailing newline. The function then reads a line from input, converts it
790 to a string (stripping a trailing newline), and returns that. When EOF is
791 read, :exc:`EOFError` is raised. Example::
792
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300793 >>> s = input('--> ') # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000794 --> Monty Python's Flying Circus
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300795 >>> s # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000796 "Monty Python's Flying Circus"
797
Georg Brandl7b469422007-09-12 21:32:27 +0000798 If the :mod:`readline` module was loaded, then :func:`input` will use it
Georg Brandlc0902982007-09-12 21:29:27 +0000799 to provide elaborate line editing and history features.
800
Steve Dower44f91c32019-06-27 10:47:59 -0700801 .. audit-event:: builtins.input prompt input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700802
Steve Dower60419a72019-06-24 08:42:54 -0700803 Raises an :ref:`auditing event <auditing>` ``builtins.input`` with
Steve Dowerb82e17e2019-05-23 08:45:22 -0700804 argument ``prompt`` before reading input
805
Steve Dower44f91c32019-06-27 10:47:59 -0700806 .. audit-event:: builtins.input/result result input
Steve Dowerb82e17e2019-05-23 08:45:22 -0700807
808 Raises an auditing event ``builtins.input/result`` with the result after
809 successfully reading input.
810
Georg Brandlc0902982007-09-12 21:29:27 +0000811
Louis Sautier3fe89da2018-08-27 12:45:26 +0200812.. class:: int([x])
Georg Brandleb7e8f62014-10-06 13:54:36 +0200813 int(x, base=10)
Georg Brandl116aa622007-08-15 14:28:22 +0000814
Georg Brandleb7e8f62014-10-06 13:54:36 +0200815 Return an integer object constructed from a number or string *x*, or return
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300816 ``0`` if no arguments are given. If *x* defines :meth:`__int__`,
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300817 ``int(x)`` returns ``x.__int__()``. If *x* defines :meth:`__index__`,
818 it returns ``x.__index__()``. If *x* defines :meth:`__trunc__`,
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300819 it returns ``x.__trunc__()``.
820 For floating point numbers, this truncates towards zero.
Chris Jerdonek57491e02012-09-28 00:10:44 -0700821
822 If *x* is not a number or if *base* is given, then *x* must be a string,
823 :class:`bytes`, or :class:`bytearray` instance representing an :ref:`integer
824 literal <integers>` in radix *base*. Optionally, the literal can be
825 preceded by ``+`` or ``-`` (with no space in between) and surrounded by
826 whitespace. A base-n literal consists of the digits 0 to n-1, with ``a``
827 to ``z`` (or ``A`` to ``Z``) having
Serhiy Storchakac7b1a0b2016-11-26 13:43:28 +0200828 values 10 to 35. The default *base* is 10. The allowed values are 0 and 2--36.
Georg Brandl225d3c82008-04-09 18:45:14 +0000829 Base-2, -8, and -16 literals can be optionally prefixed with ``0b``/``0B``,
Georg Brandl1b5ab452009-08-13 07:56:35 +0000830 ``0o``/``0O``, or ``0x``/``0X``, as with integer literals in code. Base 0
831 means to interpret exactly as a code literal, so that the actual base is 2,
Georg Brandl225d3c82008-04-09 18:45:14 +0000832 8, 10, or 16, and so that ``int('010', 0)`` is not legal, while
833 ``int('010')`` is, as well as ``int('010', 8)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000834
835 The integer type is described in :ref:`typesnumeric`.
836
Mark Dickinson07c71362013-01-27 10:17:52 +0000837 .. versionchanged:: 3.4
838 If *base* is not an instance of :class:`int` and the *base* object has a
839 :meth:`base.__index__ <object.__index__>` method, that method is called
840 to obtain an integer for the base. Previous versions used
841 :meth:`base.__int__ <object.__int__>` instead of :meth:`base.__index__
842 <object.__index__>`.
Georg Brandl116aa622007-08-15 14:28:22 +0000843
Brett Cannona721aba2016-09-09 14:57:09 -0700844 .. versionchanged:: 3.6
845 Grouping digits with underscores as in code literals is allowed.
846
Louis Sautier3fe89da2018-08-27 12:45:26 +0200847 .. versionchanged:: 3.7
848 *x* is now a positional-only parameter.
849
Serhiy Storchakabdbad712019-06-02 00:05:48 +0300850 .. versionchanged:: 3.8
851 Falls back to :meth:`__index__` if :meth:`__int__` is not defined.
852
Brett Cannona721aba2016-09-09 14:57:09 -0700853
Georg Brandl116aa622007-08-15 14:28:22 +0000854.. function:: isinstance(object, classinfo)
855
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200856 Return ``True`` if the *object* argument is an instance of the *classinfo*
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200857 argument, or of a (direct, indirect or :term:`virtual <abstract base
858 class>`) subclass thereof. If *object* is not
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200859 an object of the given type, the function always returns ``False``.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400860 If *classinfo* is a tuple of type objects (or recursively, other such
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200861 tuples), return ``True`` if *object* is an instance of any of the types.
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400862 If *classinfo* is not a type or tuple of types and such tuples,
Georg Brandl85eb8c12007-08-31 16:33:38 +0000863 a :exc:`TypeError` exception is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000864
Georg Brandl116aa622007-08-15 14:28:22 +0000865
866.. function:: issubclass(class, classinfo)
867
Serhiy Storchaka138ccbb2019-11-12 16:57:03 +0200868 Return ``True`` if *class* is a subclass (direct, indirect or :term:`virtual
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200869 <abstract base class>`) of *classinfo*. A
Georg Brandl116aa622007-08-15 14:28:22 +0000870 class is considered a subclass of itself. *classinfo* may be a tuple of class
871 objects, in which case every entry in *classinfo* will be checked. In any other
872 case, a :exc:`TypeError` exception is raised.
873
Georg Brandl116aa622007-08-15 14:28:22 +0000874
Georg Brandl036490d2009-05-17 13:00:36 +0000875.. function:: iter(object[, sentinel])
Georg Brandl116aa622007-08-15 14:28:22 +0000876
Georg Brandl036490d2009-05-17 13:00:36 +0000877 Return an :term:`iterator` object. The first argument is interpreted very
878 differently depending on the presence of the second argument. Without a
879 second argument, *object* must be a collection object which supports the
880 iteration protocol (the :meth:`__iter__` method), or it must support the
881 sequence protocol (the :meth:`__getitem__` method with integer arguments
882 starting at ``0``). If it does not support either of those protocols,
883 :exc:`TypeError` is raised. If the second argument, *sentinel*, is given,
884 then *object* must be a callable object. The iterator created in this case
Ezio Melotti7fa82222012-10-12 13:42:08 +0300885 will call *object* with no arguments for each call to its
886 :meth:`~iterator.__next__` method; if the value returned is equal to
887 *sentinel*, :exc:`StopIteration` will be raised, otherwise the value will
888 be returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000889
Chris Jerdonek006d9072012-10-12 20:28:26 -0700890 See also :ref:`typeiter`.
891
Chris Randsd378b1f2018-12-24 06:07:17 +0100892 One useful application of the second form of :func:`iter` is to build a
893 block-reader. For example, reading fixed-width blocks from a binary
894 database file until the end of file is reached::
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000895
Chris Randsd378b1f2018-12-24 06:07:17 +0100896 from functools import partial
897 with open('mydata.db', 'rb') as f:
Cristian Ciupitu11fa0e42019-02-21 09:53:06 +0200898 for block in iter(partial(f.read, 64), b''):
Chris Randsd378b1f2018-12-24 06:07:17 +0100899 process_block(block)
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000900
Georg Brandl116aa622007-08-15 14:28:22 +0000901
902.. function:: len(s)
903
904 Return the length (the number of items) of an object. The argument may be a
Terry Jan Reedyf2fb73f2014-06-16 03:05:37 -0400905 sequence (such as a string, bytes, tuple, list, or range) or a collection
906 (such as a dictionary, set, or frozen set).
Georg Brandl116aa622007-08-15 14:28:22 +0000907
Zac Hatfield-Doddsd7c7add2020-01-12 19:04:14 +1000908 .. impl-detail::
909
910 ``len`` raises :exc:`OverflowError` on lengths larger than
911 :data:`sys.maxsize`, such as :class:`range(2 ** 100) <range>`.
912
Georg Brandl116aa622007-08-15 14:28:22 +0000913
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000914.. _func-list:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200915.. class:: list([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000916 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +0000917
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000918 Rather than being a function, :class:`list` is actually a mutable
Chris Jerdonek006d9072012-10-12 20:28:26 -0700919 sequence type, as documented in :ref:`typesseq-list` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +0000920
Georg Brandl036490d2009-05-17 13:00:36 +0000921
Georg Brandl116aa622007-08-15 14:28:22 +0000922.. function:: locals()
923
924 Update and return a dictionary representing the current local symbol table.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000925 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 +0530926 blocks, but not in class blocks. Note that at the module level, :func:`locals`
927 and :func:`globals` are the same dictionary.
Georg Brandl116aa622007-08-15 14:28:22 +0000928
Georg Brandle720c0a2009-04-27 16:20:50 +0000929 .. note::
Georg Brandl036490d2009-05-17 13:00:36 +0000930 The contents of this dictionary should not be modified; changes may not
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000931 affect the values of local and free variables used by the interpreter.
Georg Brandl116aa622007-08-15 14:28:22 +0000932
933.. function:: map(function, iterable, ...)
934
Georg Brandl952aea22007-09-04 17:50:40 +0000935 Return an iterator that applies *function* to every item of *iterable*,
936 yielding the results. If additional *iterable* arguments are passed,
937 *function* must take that many arguments and is applied to the items from all
Georg Brandlde2b00e2008-05-05 21:04:12 +0000938 iterables in parallel. With multiple iterables, the iterator stops when the
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000939 shortest iterable is exhausted. For cases where the function inputs are
940 already arranged into argument tuples, see :func:`itertools.starmap`\.
Georg Brandlde2b00e2008-05-05 21:04:12 +0000941
Georg Brandl116aa622007-08-15 14:28:22 +0000942
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700943.. function:: max(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300944 max(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000945
Ezio Melottie0add762012-09-14 06:32:35 +0300946 Return the largest item in an iterable or the largest of two or more
947 arguments.
948
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700949 If one positional argument is provided, it should be an :term:`iterable`.
950 The largest item in the iterable is returned. If two or more positional
Raymond Hettingerb30b34c2014-04-03 08:01:22 -0700951 arguments are provided, the largest of the positional arguments is
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700952 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000953
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700954 There are two optional keyword-only arguments. The *key* argument specifies
955 a one-argument ordering function like that used for :meth:`list.sort`. The
956 *default* argument specifies an object to return if the provided iterable is
957 empty. If the iterable is empty and *default* is not provided, a
958 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000959
Georg Brandl682d7e02010-10-06 10:26:05 +0000960 If multiple items are maximal, the function returns the first one
961 encountered. This is consistent with other sort-stability preserving tools
962 such as ``sorted(iterable, key=keyfunc, reverse=True)[0]`` and
Raymond Hettinger476a31e2010-09-14 23:13:42 +0000963 ``heapq.nlargest(1, iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000964
Larry Hastings3732ed22014-03-15 21:13:56 -0700965 .. versionadded:: 3.4
966 The *default* keyword-only argument.
967
Alexander Marshalove22072f2018-07-24 10:58:21 +0700968 .. versionchanged:: 3.8
969 The *key* can be ``None``.
970
Éric Araujo9edd9f02011-09-01 23:08:55 +0200971
972.. _func-memoryview:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -0500973.. class:: memoryview(obj)
Benjamin Peterson6dfcb022008-09-10 21:02:02 +0000974 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000975
Benjamin Peterson1b25b922008-09-09 22:15:27 +0000976 Return a "memory view" object created from the given argument. See
977 :ref:`typememoryview` for more information.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000978
979
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700980.. function:: min(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300981 min(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000982
Ezio Melottie0add762012-09-14 06:32:35 +0300983 Return the smallest item in an iterable or the smallest of two or more
984 arguments.
985
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700986 If one positional argument is provided, it should be an :term:`iterable`.
987 The smallest item in the iterable is returned. If two or more positional
988 arguments are provided, the smallest of the positional arguments is
989 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000990
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700991 There are two optional keyword-only arguments. The *key* argument specifies
992 a one-argument ordering function like that used for :meth:`list.sort`. The
993 *default* argument specifies an object to return if the provided iterable is
994 empty. If the iterable is empty and *default* is not provided, a
995 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000996
Georg Brandl682d7e02010-10-06 10:26:05 +0000997 If multiple items are minimal, the function returns the first one
998 encountered. This is consistent with other sort-stability preserving tools
999 such as ``sorted(iterable, key=keyfunc)[0]`` and ``heapq.nsmallest(1,
1000 iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +00001001
Larry Hastings3732ed22014-03-15 21:13:56 -07001002 .. versionadded:: 3.4
1003 The *default* keyword-only argument.
1004
Alexander Marshalove22072f2018-07-24 10:58:21 +07001005 .. versionchanged:: 3.8
1006 The *key* can be ``None``.
1007
Georg Brandldf48b972014-03-24 09:06:18 +01001008
Georg Brandl116aa622007-08-15 14:28:22 +00001009.. function:: next(iterator[, default])
1010
Ezio Melotti7fa82222012-10-12 13:42:08 +03001011 Retrieve the next item from the *iterator* by calling its
1012 :meth:`~iterator.__next__` method. If *default* is given, it is returned
1013 if the iterator is exhausted, otherwise :exc:`StopIteration` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +00001014
1015
Georg Brandleb7e8f62014-10-06 13:54:36 +02001016.. class:: object()
Georg Brandl116aa622007-08-15 14:28:22 +00001017
Georg Brandl85eb8c12007-08-31 16:33:38 +00001018 Return a new featureless object. :class:`object` is a base for all classes.
Georg Brandl55ac8f02007-09-01 13:51:09 +00001019 It has the methods that are common to all instances of Python classes. This
1020 function does not accept any arguments.
Georg Brandl85eb8c12007-08-31 16:33:38 +00001021
1022 .. note::
1023
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001024 :class:`object` does *not* have a :attr:`~object.__dict__`, so you can't
1025 assign arbitrary attributes to an instance of the :class:`object` class.
Georg Brandl116aa622007-08-15 14:28:22 +00001026
Georg Brandl116aa622007-08-15 14:28:22 +00001027
1028.. function:: oct(x)
1029
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001030 Convert an integer number to an octal string prefixed with "0o". The result
1031 is a valid Python expression. If *x* is not a Python :class:`int` object, it
1032 has to define an :meth:`__index__` method that returns an integer. For
1033 example:
Georg Brandl116aa622007-08-15 14:28:22 +00001034
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +03001035 >>> oct(8)
1036 '0o10'
1037 >>> oct(-56)
1038 '-0o70'
1039
1040 If you want to convert an integer number to octal string either with prefix
1041 "0o" or not, you can use either of the following ways.
1042
1043 >>> '%#o' % 10, '%o' % 10
1044 ('0o12', '12')
1045 >>> format(10, '#o'), format(10, 'o')
1046 ('0o12', '12')
1047 >>> f'{10:#o}', f'{10:o}'
1048 ('0o12', '12')
1049
1050 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001051
R David Murray9f0c9402012-08-17 20:33:54 -04001052 .. index::
1053 single: file object; open() built-in function
1054
Ross Lagerwall59142db2011-10-31 20:34:46 +02001055.. function:: open(file, mode='r', buffering=-1, encoding=None, errors=None, newline=None, closefd=True, opener=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001056
R David Murray9f0c9402012-08-17 20:33:54 -04001057 Open *file* and return a corresponding :term:`file object`. If the file
Benjamin Kane705f1452020-08-07 19:57:03 -07001058 cannot be opened, an :exc:`OSError` is raised. See
1059 :ref:`tut-files` for more examples of how to use this function.
Georg Brandl48310cd2009-01-03 21:18:54 +00001060
Brett Cannon6fa7aad2016-09-06 15:55:02 -07001061 *file* is a :term:`path-like object` giving the pathname (absolute or
1062 relative to the current working directory) of the file to be opened or an
1063 integer file descriptor of the file to be wrapped. (If a file descriptor is
1064 given, it is closed when the returned I/O object is closed, unless *closefd*
1065 is set to ``False``.)
Georg Brandl116aa622007-08-15 14:28:22 +00001066
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001067 *mode* is an optional string that specifies the mode in which the file is
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001068 opened. It defaults to ``'r'`` which means open for reading in text mode.
1069 Other common values are ``'w'`` for writing (truncating the file if it
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001070 already exists), ``'x'`` for exclusive creation and ``'a'`` for appending
1071 (which on *some* Unix systems, means that *all* writes append to the end of
1072 the file regardless of the current seek position). In text mode, if
Victor Stinnerf86a5e82012-06-05 13:43:22 +02001073 *encoding* is not specified the encoding used is platform dependent:
1074 ``locale.getpreferredencoding(False)`` is called to get the current locale
1075 encoding. (For reading and writing raw bytes use binary mode and leave
1076 *encoding* unspecified.) The available modes are:
Georg Brandl116aa622007-08-15 14:28:22 +00001077
Andrés Delfinoa8ddf852018-06-25 03:06:10 -03001078 .. _filemodes:
1079
1080 .. index::
1081 pair: file; modes
1082
Benjamin Petersondd219122008-04-11 21:17:32 +00001083 ========= ===============================================================
1084 Character Meaning
Georg Brandl44ea77b2013-03-28 13:28:44 +01001085 ========= ===============================================================
Benjamin Petersondd219122008-04-11 21:17:32 +00001086 ``'r'`` open for reading (default)
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001087 ``'w'`` open for writing, truncating the file first
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001088 ``'x'`` open for exclusive creation, failing if the file already exists
Benjamin Petersondd219122008-04-11 21:17:32 +00001089 ``'a'`` open for writing, appending to the end of the file if it exists
Georg Brandl7b6ca4a2009-04-27 06:13:55 +00001090 ``'b'`` binary mode
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001091 ``'t'`` text mode (default)
Andre Delfinoc1d8c1c2019-09-10 10:04:22 -03001092 ``'+'`` open for updating (reading and writing)
Benjamin Petersondd219122008-04-11 21:17:32 +00001093 ========= ===============================================================
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001094
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001095 The default mode is ``'r'`` (open for reading text, synonym of ``'rt'``).
Andre Delfino05184512019-09-10 11:48:05 -03001096 Modes ``'w+'`` and ``'w+b'`` open and truncate the file. Modes ``'r+'``
1097 and ``'r+b'`` open the file with no truncation.
Skip Montanaro1c639602007-09-23 19:49:54 +00001098
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001099 As mentioned in the :ref:`io-overview`, Python distinguishes between binary
1100 and text I/O. Files opened in binary mode (including ``'b'`` in the *mode*
1101 argument) return contents as :class:`bytes` objects without any decoding. In
1102 text mode (the default, or when ``'t'`` is included in the *mode* argument),
1103 the contents of the file are returned as :class:`str`, the bytes having been
1104 first decoded using a platform-dependent encoding or using the specified
1105 *encoding* if given.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001106
Victor Stinner942f7a22020-03-04 18:50:22 +01001107 There is an additional mode character permitted, ``'U'``, which no longer
1108 has any effect, and is considered deprecated. It previously enabled
1109 :term:`universal newlines` in text mode, which became the default behaviour
1110 in Python 3.0. Refer to the documentation of the
1111 :ref:`newline <open-newline-parameter>` parameter for further details.
1112
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001113 .. note::
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001114
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001115 Python doesn't depend on the underlying operating system's notion of text
Ezio Melottie130a522011-10-19 10:58:56 +03001116 files; all the processing is done by Python itself, and is therefore
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001117 platform-independent.
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001118
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001119 *buffering* is an optional integer used to set the buffering policy. Pass 0
1120 to switch buffering off (only allowed in binary mode), 1 to select line
1121 buffering (only usable in text mode), and an integer > 1 to indicate the size
Terry Jan Reedydff04f42013-03-16 15:56:27 -04001122 in bytes of a fixed-size chunk buffer. When no *buffering* argument is
1123 given, the default buffering policy works as follows:
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001124
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001125 * Binary files are buffered in fixed-size chunks; the size of the buffer is
1126 chosen using a heuristic trying to determine the underlying device's "block
1127 size" and falling back on :attr:`io.DEFAULT_BUFFER_SIZE`. On many systems,
1128 the buffer will typically be 4096 or 8192 bytes long.
1129
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001130 * "Interactive" text files (files for which :meth:`~io.IOBase.isatty`
Serhiy Storchakafbc1c262013-11-29 12:17:13 +02001131 returns ``True``) use line buffering. Other text files use the policy
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001132 described above for binary files.
Georg Brandl48310cd2009-01-03 21:18:54 +00001133
Benjamin Petersondd219122008-04-11 21:17:32 +00001134 *encoding* is the name of the encoding used to decode or encode the file.
1135 This should only be used in text mode. The default encoding is platform
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001136 dependent (whatever :func:`locale.getpreferredencoding` returns), but any
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001137 :term:`text encoding` supported by Python
1138 can be used. See the :mod:`codecs` module for
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001139 the list of supported encodings.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001140
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001141 *errors* is an optional string that specifies how encoding and decoding
Martin Panter357ed2e2016-11-21 00:15:20 +00001142 errors are to be handled—this cannot be used in binary mode.
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001143 A variety of standard error handlers are available
1144 (listed under :ref:`error-handlers`), though any
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001145 error handling name that has been registered with
1146 :func:`codecs.register_error` is also valid. The standard names
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001147 include:
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001148
1149 * ``'strict'`` to raise a :exc:`ValueError` exception if there is
1150 an encoding error. The default value of ``None`` has the same
1151 effect.
1152
1153 * ``'ignore'`` ignores errors. Note that ignoring encoding errors
1154 can lead to data loss.
1155
1156 * ``'replace'`` causes a replacement marker (such as ``'?'``) to be inserted
1157 where there is malformed data.
1158
1159 * ``'surrogateescape'`` will represent any incorrect bytes as code
1160 points in the Unicode Private Use Area ranging from U+DC80 to
1161 U+DCFF. These private code points will then be turned back into
1162 the same bytes when the ``surrogateescape`` error handler is used
1163 when writing data. This is useful for processing files in an
1164 unknown encoding.
1165
1166 * ``'xmlcharrefreplace'`` is only supported when writing to a file.
1167 Characters not supported by the encoding are replaced with the
1168 appropriate XML character reference ``&#nnn;``.
1169
Serhiy Storchaka07985ef2015-01-25 22:56:57 +02001170 * ``'backslashreplace'`` replaces malformed data by Python's backslashed
1171 escape sequences.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001172
Serhiy Storchaka166ebc42014-11-25 13:57:17 +02001173 * ``'namereplace'`` (also only supported when writing)
1174 replaces unsupported characters with ``\N{...}`` escape sequences.
1175
R David Murray1b00f252012-08-15 10:43:58 -04001176 .. index::
1177 single: universal newlines; open() built-in function
1178
Nick Coghlan3171df32019-01-28 02:21:11 +10001179 .. _open-newline-parameter:
1180
R David Murray1b00f252012-08-15 10:43:58 -04001181 *newline* controls how :term:`universal newlines` mode works (it only
R David Murrayee0a9452012-08-15 11:05:36 -04001182 applies to text mode). It can be ``None``, ``''``, ``'\n'``, ``'\r'``, and
1183 ``'\r\n'``. It works as follows:
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001184
Georg Brandl296d1be2012-08-14 09:39:07 +02001185 * When reading input from the stream, if *newline* is ``None``, universal
1186 newlines mode is enabled. Lines in the input can end in ``'\n'``,
1187 ``'\r'``, or ``'\r\n'``, and these are translated into ``'\n'`` before
R David Murray1b00f252012-08-15 10:43:58 -04001188 being returned to the caller. If it is ``''``, universal newlines mode is
Georg Brandl296d1be2012-08-14 09:39:07 +02001189 enabled, but line endings are returned to the caller untranslated. If it
1190 has any of the other legal values, input lines are only terminated by the
1191 given string, and the line ending is returned to the caller untranslated.
Benjamin Petersondd219122008-04-11 21:17:32 +00001192
Georg Brandl296d1be2012-08-14 09:39:07 +02001193 * When writing output to the stream, if *newline* is ``None``, any ``'\n'``
1194 characters written are translated to the system default line separator,
1195 :data:`os.linesep`. If *newline* is ``''`` or ``'\n'``, no translation
1196 takes place. If *newline* is any of the other legal values, any ``'\n'``
1197 characters written are translated to the given string.
Benjamin Petersondd219122008-04-11 21:17:32 +00001198
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001199 If *closefd* is ``False`` and a file descriptor rather than a filename was
1200 given, the underlying file descriptor will be kept open when the file is
Robert Collins933430a2014-10-18 13:32:43 +13001201 closed. If a filename is given *closefd* must be ``True`` (the default)
1202 otherwise an error will be raised.
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001203
Ross Lagerwall59142db2011-10-31 20:34:46 +02001204 A custom opener can be used by passing a callable as *opener*. The underlying
1205 file descriptor for the file object is then obtained by calling *opener* with
1206 (*file*, *flags*). *opener* must return an open file descriptor (passing
1207 :mod:`os.open` as *opener* results in functionality similar to passing
1208 ``None``).
1209
Victor Stinnerdaf45552013-08-28 00:53:59 +02001210 The newly created file is :ref:`non-inheritable <fd_inheritance>`.
1211
Éric Araujo5bd92702012-11-22 00:13:49 -05001212 The following example uses the :ref:`dir_fd <dir_fd>` parameter of the
Éric Araujo8f423c92012-11-03 17:06:52 -04001213 :func:`os.open` function to open a file relative to a given directory::
1214
1215 >>> import os
Éric Araujo5bd92702012-11-22 00:13:49 -05001216 >>> dir_fd = os.open('somedir', os.O_RDONLY)
1217 >>> def opener(path, flags):
1218 ... return os.open(path, flags, dir_fd=dir_fd)
Éric Araujo8f423c92012-11-03 17:06:52 -04001219 ...
Éric Araujo8f423c92012-11-03 17:06:52 -04001220 >>> with open('spamspam.txt', 'w', opener=opener) as f:
1221 ... print('This will be written to somedir/spamspam.txt', file=f)
1222 ...
Éric Araujo309b0432012-11-03 17:39:45 -04001223 >>> os.close(dir_fd) # don't leak a file descriptor
Éric Araujo8f423c92012-11-03 17:06:52 -04001224
R David Murray9f0c9402012-08-17 20:33:54 -04001225 The type of :term:`file object` returned by the :func:`open` function
R David Murray433ef3b2012-08-17 20:39:21 -04001226 depends on the mode. When :func:`open` is used to open a file in a text
1227 mode (``'w'``, ``'r'``, ``'wt'``, ``'rt'``, etc.), it returns a subclass of
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001228 :class:`io.TextIOBase` (specifically :class:`io.TextIOWrapper`). When used
1229 to open a file in a binary mode with buffering, the returned class is a
1230 subclass of :class:`io.BufferedIOBase`. The exact class varies: in read
Martin Panter7462b6492015-11-02 03:37:02 +00001231 binary mode, it returns an :class:`io.BufferedReader`; in write binary and
1232 append binary modes, it returns an :class:`io.BufferedWriter`, and in
1233 read/write mode, it returns an :class:`io.BufferedRandom`. When buffering is
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001234 disabled, the raw stream, a subclass of :class:`io.RawIOBase`,
1235 :class:`io.FileIO`, is returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001236
1237 .. index::
1238 single: line-buffered I/O
1239 single: unbuffered I/O
1240 single: buffer size, I/O
1241 single: I/O control; buffering
Skip Montanaro4d8c1932007-09-23 21:13:45 +00001242 single: binary mode
1243 single: text mode
1244 module: sys
Georg Brandl116aa622007-08-15 14:28:22 +00001245
Benjamin Petersondd219122008-04-11 21:17:32 +00001246 See also the file handling modules, such as, :mod:`fileinput`, :mod:`io`
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001247 (where :func:`open` is declared), :mod:`os`, :mod:`os.path`, :mod:`tempfile`,
1248 and :mod:`shutil`.
Georg Brandl116aa622007-08-15 14:28:22 +00001249
Steve Dower44f91c32019-06-27 10:47:59 -07001250 .. audit-event:: open file,mode,flags open
Steve Dowerb82e17e2019-05-23 08:45:22 -07001251
1252 The ``mode`` and ``flags`` arguments may have been modified or inferred from
1253 the original call.
1254
Steve Dower39294992016-08-30 21:22:36 -07001255 .. versionchanged::
1256 3.3
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001257
Steve Dower39294992016-08-30 21:22:36 -07001258 * The *opener* parameter was added.
1259 * The ``'x'`` mode was added.
1260 * :exc:`IOError` used to be raised, it is now an alias of :exc:`OSError`.
1261 * :exc:`FileExistsError` is now raised if the file opened in exclusive
NAKAMURA Osamu29540cd2017-03-25 11:55:08 +09001262 creation mode (``'x'``) already exists.
Steve Dower39294992016-08-30 21:22:36 -07001263
1264 .. versionchanged::
1265 3.4
1266
1267 * The file is now non-inheritable.
Victor Stinnerdaf45552013-08-28 00:53:59 +02001268
Victor Stinner942f7a22020-03-04 18:50:22 +01001269 .. deprecated-removed:: 3.4 3.10
1270
1271 The ``'U'`` mode.
1272
Steve Dower39294992016-08-30 21:22:36 -07001273 .. versionchanged::
1274 3.5
Victor Stinnera766ddf2015-03-26 23:50:57 +01001275
Steve Dower39294992016-08-30 21:22:36 -07001276 * If the system call is interrupted and the signal handler does not raise an
1277 exception, the function now retries the system call instead of raising an
1278 :exc:`InterruptedError` exception (see :pep:`475` for the rationale).
1279 * The ``'namereplace'`` error handler was added.
Georg Brandlf6945182008-02-01 11:56:49 +00001280
Steve Dower39294992016-08-30 21:22:36 -07001281 .. versionchanged::
1282 3.6
1283
1284 * Support added to accept objects implementing :class:`os.PathLike`.
1285 * On Windows, opening a console buffer may return a subclass of
1286 :class:`io.RawIOBase` other than :class:`io.FileIO`.
Brett Cannonb08388d2016-06-09 15:58:06 -07001287
Georg Brandl116aa622007-08-15 14:28:22 +00001288.. function:: ord(c)
1289
Ezio Melottic99c8582011-10-25 09:32:34 +03001290 Given a string representing one Unicode character, return an integer
Nick Coghlaneed67192014-08-17 14:07:53 +10001291 representing the Unicode code point of that character. For example,
Terry Jan Reedy063d48d2016-03-20 21:18:40 -04001292 ``ord('a')`` returns the integer ``97`` and ``ord('€')`` (Euro sign)
1293 returns ``8364``. This is the inverse of :func:`chr`.
Georg Brandlf6945182008-02-01 11:56:49 +00001294
Georg Brandl116aa622007-08-15 14:28:22 +00001295
Ammar Askar87d6cd32019-09-21 00:28:49 -04001296.. function:: pow(base, exp[, mod])
Georg Brandl116aa622007-08-15 14:28:22 +00001297
Ammar Askar87d6cd32019-09-21 00:28:49 -04001298 Return *base* to the power *exp*; if *mod* is present, return *base* to the
1299 power *exp*, modulo *mod* (computed more efficiently than
1300 ``pow(base, exp) % mod``). The two-argument form ``pow(base, exp)`` is
1301 equivalent to using the power operator: ``base**exp``.
Georg Brandl116aa622007-08-15 14:28:22 +00001302
Georg Brandle06de8b2008-05-05 21:42:51 +00001303 The arguments must have numeric types. With mixed operand types, the
1304 coercion rules for binary arithmetic operators apply. For :class:`int`
1305 operands, the result has the same type as the operands (after coercion)
1306 unless the second argument is negative; in that case, all arguments are
1307 converted to float and a float result is delivered. For example, ``10**2``
Mark Dickinsonc5299672019-06-02 10:24:06 +01001308 returns ``100``, but ``10**-2`` returns ``0.01``.
1309
Ammar Askar87d6cd32019-09-21 00:28:49 -04001310 For :class:`int` operands *base* and *exp*, if *mod* is present, *mod* must
1311 also be of integer type and *mod* must be nonzero. If *mod* is present and
1312 *exp* is negative, *base* must be relatively prime to *mod*. In that case,
1313 ``pow(inv_base, -exp, mod)`` is returned, where *inv_base* is an inverse to
1314 *base* modulo *mod*.
Mark Dickinsonc5299672019-06-02 10:24:06 +01001315
1316 Here's an example of computing an inverse for ``38`` modulo ``97``::
1317
Ammar Askar87d6cd32019-09-21 00:28:49 -04001318 >>> pow(38, -1, mod=97)
Mark Dickinsonc5299672019-06-02 10:24:06 +01001319 23
1320 >>> 23 * 38 % 97 == 1
1321 True
1322
1323 .. versionchanged:: 3.8
1324 For :class:`int` operands, the three-argument form of ``pow`` now allows
1325 the second argument to be negative, permitting computation of modular
1326 inverses.
Georg Brandl116aa622007-08-15 14:28:22 +00001327
Mark Dickinsonc691f202020-03-19 18:12:59 +00001328 .. versionchanged:: 3.8
Ammar Askar87d6cd32019-09-21 00:28:49 -04001329 Allow keyword arguments. Formerly, only positional arguments were
1330 supported.
1331
Georg Brandl116aa622007-08-15 14:28:22 +00001332
Ezio Melotti8429b672012-09-14 06:35:09 +03001333.. function:: print(*objects, sep=' ', end='\\n', file=sys.stdout, flush=False)
Georg Brandlf6945182008-02-01 11:56:49 +00001334
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001335 Print *objects* to the text stream *file*, separated by *sep* and followed
Berker Peksag61b9ac92017-04-13 15:48:18 +03001336 by *end*. *sep*, *end*, *file* and *flush*, if present, must be given as keyword
Georg Brandlf6945182008-02-01 11:56:49 +00001337 arguments.
1338
1339 All non-keyword arguments are converted to strings like :func:`str` does and
1340 written to the stream, separated by *sep* and followed by *end*. Both *sep*
1341 and *end* must be strings; they can also be ``None``, which means to use the
Ezio Melottie0add762012-09-14 06:32:35 +03001342 default values. If no *objects* are given, :func:`print` will just write
Georg Brandlf6945182008-02-01 11:56:49 +00001343 *end*.
1344
1345 The *file* argument must be an object with a ``write(string)`` method; if it
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001346 is not present or ``None``, :data:`sys.stdout` will be used. Since printed
1347 arguments are converted to text strings, :func:`print` cannot be used with
1348 binary mode file objects. For these, use ``file.write(...)`` instead.
1349
1350 Whether output is buffered is usually determined by *file*, but if the
1351 *flush* keyword argument is true, the stream is forcibly flushed.
Georg Brandlbc3b6822012-01-13 19:41:25 +01001352
1353 .. versionchanged:: 3.3
1354 Added the *flush* keyword argument.
Georg Brandlf6945182008-02-01 11:56:49 +00001355
1356
Georg Brandleb7e8f62014-10-06 13:54:36 +02001357.. class:: property(fget=None, fset=None, fdel=None, doc=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001358
Georg Brandl85eb8c12007-08-31 16:33:38 +00001359 Return a property attribute.
Georg Brandl116aa622007-08-15 14:28:22 +00001360
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001361 *fget* is a function for getting an attribute value. *fset* is a function
1362 for setting an attribute value. *fdel* is a function for deleting an attribute
1363 value. And *doc* creates a docstring for the attribute.
1364
1365 A typical use is to define a managed attribute ``x``::
Georg Brandl116aa622007-08-15 14:28:22 +00001366
Éric Araujo28053fb2010-11-22 03:09:19 +00001367 class C:
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001368 def __init__(self):
1369 self._x = None
1370
1371 def getx(self):
1372 return self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001373
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001374 def setx(self, value):
1375 self._x = value
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001376
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001377 def delx(self):
1378 del self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001379
Georg Brandl116aa622007-08-15 14:28:22 +00001380 x = property(getx, setx, delx, "I'm the 'x' property.")
1381
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001382 If *c* is an instance of *C*, ``c.x`` will invoke the getter,
Georg Brandl7528b9b2010-08-02 19:23:34 +00001383 ``c.x = value`` will invoke the setter and ``del c.x`` the deleter.
1384
Georg Brandl116aa622007-08-15 14:28:22 +00001385 If given, *doc* will be the docstring of the property attribute. Otherwise, the
1386 property will copy *fget*'s docstring (if it exists). This makes it possible to
Christian Heimesd8654cf2007-12-02 15:22:16 +00001387 create read-only properties easily using :func:`property` as a :term:`decorator`::
Georg Brandl116aa622007-08-15 14:28:22 +00001388
Éric Araujo28053fb2010-11-22 03:09:19 +00001389 class Parrot:
Georg Brandl116aa622007-08-15 14:28:22 +00001390 def __init__(self):
1391 self._voltage = 100000
1392
1393 @property
1394 def voltage(self):
1395 """Get the current voltage."""
1396 return self._voltage
1397
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001398 The ``@property`` decorator turns the :meth:`voltage` method into a "getter"
1399 for a read-only attribute with the same name, and it sets the docstring for
1400 *voltage* to "Get the current voltage."
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001401
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001402 A property object has :attr:`~property.getter`, :attr:`~property.setter`,
1403 and :attr:`~property.deleter` methods usable as decorators that create a
1404 copy of the property with the corresponding accessor function set to the
1405 decorated function. This is best explained with an example::
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001406
Éric Araujo28053fb2010-11-22 03:09:19 +00001407 class C:
Benjamin Peterson206e3072008-10-19 14:07:49 +00001408 def __init__(self):
1409 self._x = None
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001410
1411 @property
1412 def x(self):
1413 """I'm the 'x' property."""
1414 return self._x
1415
1416 @x.setter
1417 def x(self, value):
1418 self._x = value
1419
1420 @x.deleter
1421 def x(self):
1422 del self._x
1423
1424 This code is exactly equivalent to the first example. Be sure to give the
1425 additional functions the same name as the original property (``x`` in this
1426 case.)
1427
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001428 The returned property object also has the attributes ``fget``, ``fset``, and
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001429 ``fdel`` corresponding to the constructor arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001430
Raymond Hettinger29655df2015-05-15 16:17:05 -07001431 .. versionchanged:: 3.5
1432 The docstrings of property objects are now writeable.
1433
Georg Brandl116aa622007-08-15 14:28:22 +00001434
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001435.. _func-range:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001436.. class:: range(stop)
Ezio Melottie0add762012-09-14 06:32:35 +03001437 range(start, stop[, step])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001438 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001439
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001440 Rather than being a function, :class:`range` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001441 sequence type, as documented in :ref:`typesseq-range` and :ref:`typesseq`.
Benjamin Peterson878ce382011-11-05 15:17:52 -04001442
Georg Brandl116aa622007-08-15 14:28:22 +00001443
1444.. function:: repr(object)
1445
Georg Brandl68ee3a52008-03-25 07:21:32 +00001446 Return a string containing a printable representation of an object. For many
1447 types, this function makes an attempt to return a string that would yield an
1448 object with the same value when passed to :func:`eval`, otherwise the
1449 representation is a string enclosed in angle brackets that contains the name
1450 of the type of the object together with additional information often
1451 including the name and address of the object. A class can control what this
1452 function returns for its instances by defining a :meth:`__repr__` method.
Georg Brandl116aa622007-08-15 14:28:22 +00001453
1454
1455.. function:: reversed(seq)
1456
Christian Heimes7f044312008-01-06 17:05:40 +00001457 Return a reverse :term:`iterator`. *seq* must be an object which has
1458 a :meth:`__reversed__` method or supports the sequence protocol (the
1459 :meth:`__len__` method and the :meth:`__getitem__` method with integer
1460 arguments starting at ``0``).
Georg Brandl116aa622007-08-15 14:28:22 +00001461
Georg Brandl116aa622007-08-15 14:28:22 +00001462
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001463.. function:: round(number[, ndigits])
Georg Brandl116aa622007-08-15 14:28:22 +00001464
csabella85deefc2017-03-29 17:14:06 -04001465 Return *number* rounded to *ndigits* precision after the decimal
1466 point. If *ndigits* is omitted or is ``None``, it returns the
1467 nearest integer to its input.
Georg Brandl809ddaa2008-07-01 20:39:59 +00001468
1469 For the built-in types supporting :func:`round`, values are rounded to the
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001470 closest multiple of 10 to the power minus *ndigits*; if two multiples are
1471 equally close, rounding is done toward the even choice (so, for example,
1472 both ``round(0.5)`` and ``round(-0.5)`` are ``0``, and ``round(1.5)`` is
Gerrit Holl6003db72017-03-27 23:15:20 +01001473 ``2``). Any integer value is valid for *ndigits* (positive, zero, or
Lisa Roach900c48d2018-05-20 11:00:18 -04001474 negative). The return value is an integer if *ndigits* is omitted or
1475 ``None``.
1476 Otherwise the return value has the same type as *number*.
Christian Heimes072c0f12008-01-03 23:01:04 +00001477
Lisa Roach900c48d2018-05-20 11:00:18 -04001478 For a general Python object ``number``, ``round`` delegates to
1479 ``number.__round__``.
csabella85deefc2017-03-29 17:14:06 -04001480
Mark Dickinsonc4fbcdc2010-07-30 13:13:02 +00001481 .. note::
1482
1483 The behavior of :func:`round` for floats can be surprising: for example,
1484 ``round(2.675, 2)`` gives ``2.67`` instead of the expected ``2.68``.
1485 This is not a bug: it's a result of the fact that most decimal fractions
1486 can't be represented exactly as a float. See :ref:`tut-fp-issues` for
1487 more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001488
Éric Araujo9edd9f02011-09-01 23:08:55 +02001489
1490.. _func-set:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001491.. class:: set([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +00001492 :noindex:
1493
Chris Jerdonekdf3abec2012-11-09 18:57:32 -08001494 Return a new :class:`set` object, optionally with elements taken from
1495 *iterable*. ``set`` is a built-in class. See :class:`set` and
1496 :ref:`types-set` for documentation about this class.
1497
1498 For other containers see the built-in :class:`frozenset`, :class:`list`,
1499 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
1500 module.
Georg Brandl116aa622007-08-15 14:28:22 +00001501
Georg Brandl116aa622007-08-15 14:28:22 +00001502
1503.. function:: setattr(object, name, value)
1504
1505 This is the counterpart of :func:`getattr`. The arguments are an object, a
1506 string and an arbitrary value. The string may name an existing attribute or a
1507 new attribute. The function assigns the value to the attribute, provided the
1508 object allows it. For example, ``setattr(x, 'foobar', 123)`` is equivalent to
1509 ``x.foobar = 123``.
1510
1511
Georg Brandleb7e8f62014-10-06 13:54:36 +02001512.. class:: slice(stop)
1513 slice(start, stop[, step])
Georg Brandl116aa622007-08-15 14:28:22 +00001514
Christian Heimesd8654cf2007-12-02 15:22:16 +00001515 Return a :term:`slice` object representing the set of indices specified by
Georg Brandl116aa622007-08-15 14:28:22 +00001516 ``range(start, stop, step)``. The *start* and *step* arguments default to
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001517 ``None``. Slice objects have read-only data attributes :attr:`~slice.start`,
1518 :attr:`~slice.stop` and :attr:`~slice.step` which merely return the argument
1519 values (or their default). They have no other explicit functionality;
Andre Delfinoc8bb2412020-10-01 20:22:14 -03001520 however they are used by NumPy and other third party packages.
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001521 Slice objects are also generated when extended indexing syntax is used. For
1522 example: ``a[start:stop:step]`` or ``a[start:stop, i]``. See
1523 :func:`itertools.islice` for an alternate version that returns an iterator.
Georg Brandl116aa622007-08-15 14:28:22 +00001524
1525
Łukasz Rogalskibe37beb2017-07-14 21:23:39 +02001526.. function:: sorted(iterable, *, key=None, reverse=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001527
1528 Return a new sorted list from the items in *iterable*.
1529
Raymond Hettinger51b9c242008-02-14 13:52:24 +00001530 Has two optional arguments which must be specified as keyword arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001531
Georg Brandl116aa622007-08-15 14:28:22 +00001532 *key* specifies a function of one argument that is used to extract a comparison
Wolfgang Maier6bdb6f72018-10-15 21:06:53 +02001533 key from each element in *iterable* (for example, ``key=str.lower``). The
1534 default value is ``None`` (compare the elements directly).
Georg Brandl116aa622007-08-15 14:28:22 +00001535
1536 *reverse* is a boolean value. If set to ``True``, then the list elements are
1537 sorted as if each comparison were reversed.
1538
Benjamin Peterson7ac98ae2010-08-17 17:52:02 +00001539 Use :func:`functools.cmp_to_key` to convert an old-style *cmp* function to a
1540 *key* function.
Georg Brandl116aa622007-08-15 14:28:22 +00001541
Ezio Melotti9b1e92f2014-10-28 12:57:11 +01001542 The built-in :func:`sorted` function is guaranteed to be stable. A sort is
1543 stable if it guarantees not to change the relative order of elements that
1544 compare equal --- this is helpful for sorting in multiple passes (for
1545 example, sort by department, then by salary grade).
1546
Senthil Kumarand03d1d42016-01-01 23:25:58 -08001547 For sorting examples and a brief sorting tutorial, see :ref:`sortinghowto`.
Raymond Hettinger46fca072010-04-02 00:25:45 +00001548
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001549.. decorator:: staticmethod
Georg Brandl116aa622007-08-15 14:28:22 +00001550
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001551 Transform a method into a static method.
Georg Brandl116aa622007-08-15 14:28:22 +00001552
1553 A static method does not receive an implicit first argument. To declare a static
1554 method, use this idiom::
1555
1556 class C:
1557 @staticmethod
1558 def f(arg1, arg2, ...): ...
1559
Andre Delfino548cb602019-03-25 19:53:43 -03001560 The ``@staticmethod`` form is a function :term:`decorator` -- see
1561 :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +00001562
Andre Delfino548cb602019-03-25 19:53:43 -03001563 A static method can be called either on the class (such as ``C.f()``) or on an instance (such
1564 as ``C().f()``).
Georg Brandl116aa622007-08-15 14:28:22 +00001565
Raymond Hettinger90289282011-06-01 16:17:23 -07001566 Static methods in Python are similar to those found in Java or C++. Also see
1567 :func:`classmethod` for a variant that is useful for creating alternate class
1568 constructors.
Georg Brandl116aa622007-08-15 14:28:22 +00001569
Éric Araujo03b95372017-10-12 12:28:55 -04001570 Like all decorators, it is also possible to call ``staticmethod`` as
1571 a regular function and do something with its result. This is needed
1572 in some cases where you need a reference to a function from a class
1573 body and you want to avoid the automatic transformation to instance
cocoatomo2a3260b2018-01-29 17:30:48 +09001574 method. For these cases, use this idiom::
Éric Araujo03b95372017-10-12 12:28:55 -04001575
1576 class C:
1577 builtin_open = staticmethod(open)
1578
Andre Delfino548cb602019-03-25 19:53:43 -03001579 For more information on static methods, see :ref:`types`.
Georg Brandl116aa622007-08-15 14:28:22 +00001580
Chris Jerdonek5fae0e52012-11-20 17:45:51 -08001581
Éric Araujo03b95372017-10-12 12:28:55 -04001582.. index::
1583 single: string; str() (built-in function)
Georg Brandl116aa622007-08-15 14:28:22 +00001584
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001585.. _func-str:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001586.. class:: str(object='')
1587 str(object=b'', encoding='utf-8', errors='strict')
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001588 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001589
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001590 Return a :class:`str` version of *object*. See :func:`str` for details.
Georg Brandl48310cd2009-01-03 21:18:54 +00001591
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001592 ``str`` is the built-in string :term:`class`. For general information
1593 about strings, see :ref:`textseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001594
1595
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001596.. function:: sum(iterable, /, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +00001597
1598 Sums *start* and the items of an *iterable* from left to right and returns the
Pablo Galindoc4c421d2019-06-06 00:11:46 +01001599 total. The *iterable*'s items are normally numbers, and the start value is not
1600 allowed to be a string.
Georg Brandl116aa622007-08-15 14:28:22 +00001601
Éric Araujo8f9626b2010-11-06 06:30:16 +00001602 For some use cases, there are good alternatives to :func:`sum`.
Raymond Hettingerb3737992010-10-31 21:23:24 +00001603 The preferred, fast way to concatenate a sequence of strings is by calling
1604 ``''.join(sequence)``. To add floating point values with extended precision,
1605 see :func:`math.fsum`\. To concatenate a series of iterables, consider using
1606 :func:`itertools.chain`.
Georg Brandl116aa622007-08-15 14:28:22 +00001607
Raymond Hettinger9dfa0fe2018-09-12 10:54:06 -07001608 .. versionchanged:: 3.8
1609 The *start* parameter can be specified as a keyword argument.
1610
Mark Summerfield1041f742008-02-26 13:27:00 +00001611.. function:: super([type[, object-or-type]])
Georg Brandl116aa622007-08-15 14:28:22 +00001612
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001613 Return a proxy object that delegates method calls to a parent or sibling
1614 class of *type*. This is useful for accessing inherited methods that have
Raymond Hettingercd81f052019-08-29 00:44:02 -07001615 been overridden in a class.
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001616
Raymond Hettingercd81f052019-08-29 00:44:02 -07001617 The *object-or-type* determines the :term:`method resolution order`
1618 to be searched. The search starts from the class right after the
1619 *type*.
1620
1621 For example, if :attr:`~class.__mro__` of *object-or-type* is
1622 ``D -> B -> C -> A -> object`` and the value of *type* is ``B``,
1623 then :func:`super` searches ``C -> A -> object``.
1624
1625 The :attr:`~class.__mro__` attribute of the *object-or-type* lists the method
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001626 resolution search order used by both :func:`getattr` and :func:`super`. The
1627 attribute is dynamic and can change whenever the inheritance hierarchy is
1628 updated.
Benjamin Peterson3e4f0552008-09-02 00:31:15 +00001629
Raymond Hettinger79d04342009-02-25 00:32:51 +00001630 If the second argument is omitted, the super object returned is unbound. If
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001631 the second argument is an object, ``isinstance(obj, type)`` must be true. If
Benjamin Petersond75fcb42009-02-19 04:22:03 +00001632 the second argument is a type, ``issubclass(type2, type)`` must be true (this
1633 is useful for classmethods).
Georg Brandl116aa622007-08-15 14:28:22 +00001634
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001635 There are two typical use cases for *super*. In a class hierarchy with
1636 single inheritance, *super* can be used to refer to parent classes without
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001637 naming them explicitly, thus making the code more maintainable. This use
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001638 closely parallels the use of *super* in other programming languages.
Georg Brandl48310cd2009-01-03 21:18:54 +00001639
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001640 The second use case is to support cooperative multiple inheritance in a
Georg Brandl48310cd2009-01-03 21:18:54 +00001641 dynamic execution environment. This use case is unique to Python and is
1642 not found in statically compiled languages or languages that only support
Raymond Hettingerd1258452009-02-26 00:27:18 +00001643 single inheritance. This makes it possible to implement "diamond diagrams"
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001644 where multiple base classes implement the same method. Good design dictates
1645 that this method have the same calling signature in every case (because the
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001646 order of calls is determined at runtime, because that order adapts
1647 to changes in the class hierarchy, and because that order can include
1648 sibling classes that are unknown prior to runtime).
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001649
1650 For both use cases, a typical superclass call looks like this::
Georg Brandl116aa622007-08-15 14:28:22 +00001651
1652 class C(B):
Mark Summerfield1041f742008-02-26 13:27:00 +00001653 def method(self, arg):
Georg Brandl036490d2009-05-17 13:00:36 +00001654 super().method(arg) # This does the same thing as:
1655 # super(C, self).method(arg)
Georg Brandl116aa622007-08-15 14:28:22 +00001656
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001657 In addition to method lookups, :func:`super` also works for attribute
Géry Ogamd6727912019-11-21 03:10:19 +01001658 lookups. One possible use case for this is calling :term:`descriptors <descriptor>`
Raymond Hettinger15ccc4f2019-09-25 08:13:19 -07001659 in a parent or sibling class.
1660
Georg Brandl116aa622007-08-15 14:28:22 +00001661 Note that :func:`super` is implemented as part of the binding process for
Mark Summerfield1041f742008-02-26 13:27:00 +00001662 explicit dotted attribute lookups such as ``super().__getitem__(name)``.
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001663 It does so by implementing its own :meth:`__getattribute__` method for searching
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001664 classes in a predictable order that supports cooperative multiple inheritance.
Georg Brandl116aa622007-08-15 14:28:22 +00001665 Accordingly, :func:`super` is undefined for implicit lookups using statements or
Raymond Hettinger518d8da2008-12-06 11:44:00 +00001666 operators such as ``super()[name]``.
1667
Nick Coghlan7fc570a2012-05-20 02:34:13 +10001668 Also note that, aside from the zero argument form, :func:`super` is not
1669 limited to use inside methods. The two argument form specifies the
1670 arguments exactly and makes the appropriate references. The zero
1671 argument form only works inside a class definition, as the compiler fills
1672 in the necessary details to correctly retrieve the class being defined,
1673 as well as accessing the current instance for ordinary methods.
Georg Brandl116aa622007-08-15 14:28:22 +00001674
Raymond Hettinger90289282011-06-01 16:17:23 -07001675 For practical suggestions on how to design cooperative classes using
1676 :func:`super`, see `guide to using super()
Georg Brandl5d941342016-02-26 19:37:12 +01001677 <https://rhettinger.wordpress.com/2011/05/26/super-considered-super/>`_.
Raymond Hettinger90289282011-06-01 16:17:23 -07001678
Georg Brandl116aa622007-08-15 14:28:22 +00001679
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001680.. _func-tuple:
Terry Jan Reedyee9ff052019-12-30 17:16:43 -05001681.. class:: tuple([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001682 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001683
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001684 Rather than being a function, :class:`tuple` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001685 sequence type, as documented in :ref:`typesseq-tuple` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001686
1687
Georg Brandleb7e8f62014-10-06 13:54:36 +02001688.. class:: type(object)
1689 type(name, bases, dict)
Georg Brandl116aa622007-08-15 14:28:22 +00001690
1691 .. index:: object: type
1692
Ezio Melotti837cd062012-10-24 23:06:25 +03001693 With one argument, return the type of an *object*. The return value is a
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001694 type object and generally the same object as returned by
1695 :attr:`object.__class__ <instance.__class__>`.
Georg Brandl116aa622007-08-15 14:28:22 +00001696
Georg Brandl85eb8c12007-08-31 16:33:38 +00001697 The :func:`isinstance` built-in function is recommended for testing the type
1698 of an object, because it takes subclasses into account.
1699
Georg Brandl116aa622007-08-15 14:28:22 +00001700
Ezio Melotti837cd062012-10-24 23:06:25 +03001701 With three arguments, return a new type object. This is essentially a
1702 dynamic form of the :keyword:`class` statement. The *name* string is the
Martin Panterbae5d812016-06-18 03:57:31 +00001703 class name and becomes the :attr:`~definition.__name__` attribute; the *bases*
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001704 tuple itemizes the base classes and becomes the :attr:`~class.__bases__`
1705 attribute; and the *dict* dictionary is the namespace containing definitions
R David Murraydd4fcf52016-06-02 20:05:43 -04001706 for class body and is copied to a standard dictionary to become the
1707 :attr:`~object.__dict__` attribute. For example, the following two
1708 statements create identical :class:`type` objects:
Georg Brandl116aa622007-08-15 14:28:22 +00001709
Éric Araujo28053fb2010-11-22 03:09:19 +00001710 >>> class X:
Georg Brandl116aa622007-08-15 14:28:22 +00001711 ... a = 1
Georg Brandl48310cd2009-01-03 21:18:54 +00001712 ...
Georg Brandl116aa622007-08-15 14:28:22 +00001713 >>> X = type('X', (object,), dict(a=1))
1714
Chris Jerdonek006d9072012-10-12 20:28:26 -07001715 See also :ref:`bltin-type-objects`.
1716
Berker Peksag3f015a62016-08-19 11:04:07 +03001717 .. versionchanged:: 3.6
1718 Subclasses of :class:`type` which don't override ``type.__new__`` may no
1719 longer use the one-argument form to get the type of an object.
Georg Brandl116aa622007-08-15 14:28:22 +00001720
1721.. function:: vars([object])
1722
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001723 Return the :attr:`~object.__dict__` attribute for a module, class, instance,
Martin Panterbae5d812016-06-18 03:57:31 +00001724 or any other object with a :attr:`~object.__dict__` attribute.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +00001725
Martin Panterbae5d812016-06-18 03:57:31 +00001726 Objects such as modules and instances have an updateable :attr:`~object.__dict__`
Raymond Hettingerd7100172013-06-02 10:03:05 -07001727 attribute; however, other objects may have write restrictions on their
Martin Panterbae5d812016-06-18 03:57:31 +00001728 :attr:`~object.__dict__` attributes (for example, classes use a
Berker Peksag37e87e62016-06-24 09:12:01 +03001729 :class:`types.MappingProxyType` to prevent direct dictionary updates).
Georg Brandl116aa622007-08-15 14:28:22 +00001730
Raymond Hettingerd7100172013-06-02 10:03:05 -07001731 Without an argument, :func:`vars` acts like :func:`locals`. Note, the
1732 locals dictionary is only useful for reads since updates to the locals
1733 dictionary are ignored.
1734
Andre Delfino802726a2020-08-21 19:29:34 -03001735 A :exc:`TypeError` exception is raised if an object is specified but
1736 it doesn't have a :attr:`~object.__dict__` attribute (for example, if
1737 its class defines the :attr:`~object.__slots__` attribute).
Georg Brandl116aa622007-08-15 14:28:22 +00001738
Ram Rachum59cf8532020-06-19 23:39:22 +03001739.. function:: zip(*iterables, strict=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001740
Ram Rachum59cf8532020-06-19 23:39:22 +03001741 Iterate over several iterables in parallel, producing tuples with an item
1742 from each one.
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001743
Ram Rachum59cf8532020-06-19 23:39:22 +03001744 Example::
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001745
Ram Rachum59cf8532020-06-19 23:39:22 +03001746 >>> for item in zip([1, 2, 3], ['sugar', 'spice', 'everything nice']):
1747 ... print(item)
1748 ...
1749 (1, 'sugar')
1750 (2, 'spice')
1751 (3, 'everything nice')
Georg Brandl116aa622007-08-15 14:28:22 +00001752
Ram Rachum59cf8532020-06-19 23:39:22 +03001753 More formally: :func:`zip` returns an iterator of tuples, where the *i*-th
1754 tuple contains the *i*-th element from each of the argument iterables.
Christian Heimes1af737c2008-01-23 08:24:23 +00001755
Ram Rachum59cf8532020-06-19 23:39:22 +03001756 Another way to think of :func:`zip` is that it turns rows into columns, and
1757 columns into rows. This is similar to `transposing a matrix
1758 <https://en.wikipedia.org/wiki/Transpose>`_.
Georg Brandl116aa622007-08-15 14:28:22 +00001759
Ram Rachum59cf8532020-06-19 23:39:22 +03001760 :func:`zip` is lazy: The elements won't be processed until the iterable is
1761 iterated on, e.g. by a :keyword:`!for` loop or by wrapping in a
1762 :class:`list`.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001763
Ram Rachum59cf8532020-06-19 23:39:22 +03001764 One thing to consider is that the iterables passed to :func:`zip` could have
1765 different lengths; sometimes by design, and sometimes because of a bug in
1766 the code that prepared these iterables. Python offers three different
1767 approaches to dealing with this issue:
1768
1769 * By default, :func:`zip` stops when the shortest iterable is exhausted.
1770 It will ignore the remaining items in the longer iterables, cutting off
1771 the result to the length of the shortest iterable::
1772
1773 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum']))
1774 [(0, 'fee'), (1, 'fi'), (2, 'fo')]
1775
1776 * :func:`zip` is often used in cases where the iterables are assumed to be
1777 of equal length. In such cases, it's recommended to use the ``strict=True``
1778 option. Its output is the same as regular :func:`zip`::
1779
1780 >>> list(zip(('a', 'b', 'c'), (1, 2, 3), strict=True))
1781 [('a', 1), ('b', 2), ('c', 3)]
1782
1783 Unlike the default behavior, it checks that the lengths of iterables are
1784 identical, raising a :exc:`ValueError` if they aren't:
1785
1786 >>> list(zip(range(3), ['fee', 'fi', 'fo', 'fum'], strict=True))
1787 Traceback (most recent call last):
1788 ...
1789 ValueError: zip() argument 2 is longer than argument 1
1790
1791 Without the ``strict=True`` argument, any bug that results in iterables of
Ram Rachum77ed29b2020-06-26 00:50:37 +03001792 different lengths will be silenced, possibly manifesting as a hard-to-find
Ram Rachum59cf8532020-06-19 23:39:22 +03001793 bug in another part of the program.
1794
1795 * Shorter iterables can be padded with a constant value to make all the
1796 iterables have the same length. This is done by
1797 :func:`itertools.zip_longest`.
1798
1799 Edge cases: With a single iterable argument, :func:`zip` returns an
1800 iterator of 1-tuples. With no arguments, it returns an empty iterator.
1801
1802 Tips and tricks:
1803
1804 * The left-to-right evaluation order of the iterables is guaranteed. This
1805 makes possible an idiom for clustering a data series into n-length groups
1806 using ``zip(*[iter(s)]*n, strict=True)``. This repeats the *same* iterator
1807 ``n`` times so that each output tuple has the result of ``n`` calls to the
1808 iterator. This has the effect of dividing the input into n-length chunks.
1809
1810 * :func:`zip` in conjunction with the ``*`` operator can be used to unzip a
1811 list::
1812
1813 >>> x = [1, 2, 3]
1814 >>> y = [4, 5, 6]
1815 >>> list(zip(x, y))
1816 [(1, 4), (2, 5), (3, 6)]
1817 >>> x2, y2 = zip(*zip(x, y))
1818 >>> x == list(x2) and y == list(y2)
1819 True
1820
1821 .. versionchanged:: 3.10
1822 Added the ``strict`` argument.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001823
Georg Brandl2ee470f2008-07-16 12:55:28 +00001824
Brett Cannoncb4996a2012-08-06 16:34:44 -04001825.. function:: __import__(name, globals=None, locals=None, fromlist=(), level=0)
Georg Brandl48367812008-12-05 15:55:41 +00001826
1827 .. index::
1828 statement: import
1829 module: imp
1830
1831 .. note::
1832
1833 This is an advanced function that is not needed in everyday Python
Éric Araujoe801aa22011-07-29 17:50:58 +02001834 programming, unlike :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001835
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001836 This function is invoked by the :keyword:`import` statement. It can be
1837 replaced (by importing the :mod:`builtins` module and assigning to
1838 ``builtins.__import__``) in order to change semantics of the
Serhiy Storchaka2b57c432018-12-19 08:09:46 +02001839 :keyword:`!import` statement, but doing so is **strongly** discouraged as it
Brett Cannonf5ebd262013-08-23 10:58:49 -04001840 is usually simpler to use import hooks (see :pep:`302`) to attain the same
1841 goals and does not cause issues with code which assumes the default import
1842 implementation is in use. Direct use of :func:`__import__` is also
1843 discouraged in favor of :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001844
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001845 The function imports the module *name*, potentially using the given *globals*
1846 and *locals* to determine how to interpret the name in a package context.
1847 The *fromlist* gives the names of objects or submodules that should be
1848 imported from the module given by *name*. The standard implementation does
1849 not use its *locals* argument at all, and uses its *globals* only to
1850 determine the package context of the :keyword:`import` statement.
1851
Brett Cannon2b9fd472009-03-15 02:18:41 +00001852 *level* specifies whether to use absolute or relative imports. ``0`` (the
1853 default) means only perform absolute imports. Positive values for
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001854 *level* indicate the number of parent directories to search relative to the
Brett Cannon2a082ad2012-04-14 21:58:33 -04001855 directory of the module calling :func:`__import__` (see :pep:`328` for the
1856 details).
Georg Brandl48367812008-12-05 15:55:41 +00001857
1858 When the *name* variable is of the form ``package.module``, normally, the
1859 top-level package (the name up till the first dot) is returned, *not* the
1860 module named by *name*. However, when a non-empty *fromlist* argument is
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001861 given, the module named by *name* is returned.
Georg Brandl48367812008-12-05 15:55:41 +00001862
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001863 For example, the statement ``import spam`` results in bytecode resembling the
1864 following code::
Georg Brandl48310cd2009-01-03 21:18:54 +00001865
Brett Cannon2b9fd472009-03-15 02:18:41 +00001866 spam = __import__('spam', globals(), locals(), [], 0)
Georg Brandl48367812008-12-05 15:55:41 +00001867
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001868 The statement ``import spam.ham`` results in this call::
Georg Brandl48367812008-12-05 15:55:41 +00001869
Brett Cannon2b9fd472009-03-15 02:18:41 +00001870 spam = __import__('spam.ham', globals(), locals(), [], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001871
1872 Note how :func:`__import__` returns the toplevel module here because this is
1873 the object that is bound to a name by the :keyword:`import` statement.
1874
1875 On the other hand, the statement ``from spam.ham import eggs, sausage as
1876 saus`` results in ::
1877
Brett Cannon2b9fd472009-03-15 02:18:41 +00001878 _temp = __import__('spam.ham', globals(), locals(), ['eggs', 'sausage'], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001879 eggs = _temp.eggs
1880 saus = _temp.sausage
1881
1882 Here, the ``spam.ham`` module is returned from :func:`__import__`. From this
1883 object, the names to import are retrieved and assigned to their respective
1884 names.
1885
1886 If you simply want to import a module (potentially within a package) by name,
Éric Araujoe801aa22011-07-29 17:50:58 +02001887 use :func:`importlib.import_module`.
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001888
Brett Cannon73df3642012-07-30 18:35:17 -04001889 .. versionchanged:: 3.3
Brett Cannon222d4732012-08-05 20:49:53 -04001890 Negative values for *level* are no longer supported (which also changes
1891 the default value to 0).
Brett Cannon73df3642012-07-30 18:35:17 -04001892
idomicfc72ab62020-03-09 07:57:53 -04001893 .. versionchanged:: 3.9
1894 When the command line options :option:`-E` or :option:`-I` are being used,
1895 the environment variable :envvar:`PYTHONCASEOK` is now ignored.
Georg Brandl48367812008-12-05 15:55:41 +00001896
Georg Brandl116aa622007-08-15 14:28:22 +00001897.. rubric:: Footnotes
1898
Georg Brandl47f27a32009-03-31 16:57:13 +00001899.. [#] Note that the parser only accepts the Unix-style end of line convention.
1900 If you are reading the code from a file, make sure to use newline conversion
1901 mode to convert Windows or Mac-style newlines.