blob: 17960eb9c10e645975cc7426e764debe8131bd3d [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
Barry Warsaw36c1d1f2017-10-05 12:11:18 -040010=================== ================= ================== ================== ====================
11.. .. Built-in Functions .. ..
12=================== ================= ================== ================== ====================
13:func:`abs` :func:`delattr` :func:`hash` |func-memoryview|_ |func-set|_
14:func:`all` |func-dict|_ :func:`help` :func:`min` :func:`setattr`
15:func:`any` :func:`dir` :func:`hex` :func:`next` :func:`slice`
16:func:`ascii` :func:`divmod` :func:`id` :func:`object` :func:`sorted`
17:func:`bin` :func:`enumerate` :func:`input` :func:`oct` :func:`staticmethod`
18:func:`bool` :func:`eval` :func:`int` :func:`open` |func-str|_
19:func:`breakpoint` :func:`exec` :func:`isinstance` :func:`ord` :func:`sum`
20|func-bytearray|_ :func:`filter` :func:`issubclass` :func:`pow` :func:`super`
21|func-bytes|_ :func:`float` :func:`iter` :func:`print` |func-tuple|_
22:func:`callable` :func:`format` :func:`len` :func:`property` :func:`type`
23:func:`chr` |func-frozenset|_ |func-list|_ |func-range|_ :func:`vars`
24:func:`classmethod` :func:`getattr` :func:`locals` :func:`repr` :func:`zip`
25:func:`compile` :func:`globals` :func:`map` :func:`reversed` :func:`__import__`
Ezio Melotti17f9b3d2010-11-24 22:02:18 +000026:func:`complex` :func:`hasattr` :func:`max` :func:`round`
Barry Warsaw36c1d1f2017-10-05 12:11:18 -040027=================== ================= ================== ================== ====================
Georg Brandl116aa622007-08-15 14:28:22 +000028
Éric Araujo9edd9f02011-09-01 23:08:55 +020029.. using :func:`dict` would create a link to another page, so local targets are
30 used, with replacement texts to make the output in the table consistent
31
32.. |func-dict| replace:: ``dict()``
33.. |func-frozenset| replace:: ``frozenset()``
34.. |func-memoryview| replace:: ``memoryview()``
35.. |func-set| replace:: ``set()``
Nick Coghlan83c0ae52012-08-21 17:42:52 +100036.. |func-list| replace:: ``list()``
Chris Jerdonekbb4e9412012-11-28 01:38:40 -080037.. |func-str| replace:: ``str()``
Nick Coghlan83c0ae52012-08-21 17:42:52 +100038.. |func-tuple| replace:: ``tuple()``
39.. |func-range| replace:: ``range()``
csabellac6db4812017-04-26 01:47:01 -040040.. |func-bytearray| replace:: ``bytearray()``
41.. |func-bytes| replace:: ``bytes()``
Éric Araujo9edd9f02011-09-01 23:08:55 +020042
Georg Brandl116aa622007-08-15 14:28:22 +000043.. function:: abs(x)
44
Georg Brandlba956ae2007-11-29 17:24:34 +000045 Return the absolute value of a number. The argument may be an
Georg Brandl116aa622007-08-15 14:28:22 +000046 integer or a floating point number. If the argument is a complex number, its
Windson yang3ae2e332018-07-06 07:09:53 +080047 magnitude is returned. If *x* defines :meth:`__abs__`,
48 ``abs(x)`` returns ``x.__abs__()``.
Georg Brandl116aa622007-08-15 14:28:22 +000049
50
51.. function:: all(iterable)
52
Serhiy Storchakafbc1c262013-11-29 12:17:13 +020053 Return ``True`` if all elements of the *iterable* are true (or if the iterable
Georg Brandl0192bff2009-04-27 16:49:41 +000054 is empty). Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +000055
56 def all(iterable):
57 for element in iterable:
58 if not element:
59 return False
60 return True
61
Georg Brandl116aa622007-08-15 14:28:22 +000062
63.. function:: any(iterable)
64
Serhiy Storchakafbc1c262013-11-29 12:17:13 +020065 Return ``True`` if any element of the *iterable* is true. If the iterable
66 is empty, return ``False``. Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +000067
68 def any(iterable):
69 for element in iterable:
70 if element:
71 return True
72 return False
73
Georg Brandl116aa622007-08-15 14:28:22 +000074
Georg Brandl559e5d72008-06-11 18:37:52 +000075.. function:: ascii(object)
76
77 As :func:`repr`, return a string containing a printable representation of an
78 object, but escape the non-ASCII characters in the string returned by
79 :func:`repr` using ``\x``, ``\u`` or ``\U`` escapes. This generates a string
80 similar to that returned by :func:`repr` in Python 2.
81
82
Georg Brandl116aa622007-08-15 14:28:22 +000083.. function:: bin(x)
84
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +030085 Convert an integer number to a binary string prefixed with "0b". The result
86 is a valid Python expression. If *x* is not a Python :class:`int` object, it
87 has to define an :meth:`__index__` method that returns an integer. Some
88 examples:
89
90 >>> bin(3)
91 '0b11'
92 >>> bin(-10)
93 '-0b1010'
94
95 If prefix "0b" is desired or not, you can use either of the following ways.
96
97 >>> format(14, '#b'), format(14, 'b')
98 ('0b1110', '1110')
99 >>> f'{14:#b}', f'{14:b}'
100 ('0b1110', '1110')
101
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300102 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +0000103
Georg Brandl116aa622007-08-15 14:28:22 +0000104
Georg Brandleb7e8f62014-10-06 13:54:36 +0200105.. class:: bool([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000106
Georg Brandleb7e8f62014-10-06 13:54:36 +0200107 Return a Boolean value, i.e. one of ``True`` or ``False``. *x* is converted
108 using the standard :ref:`truth testing procedure <truth>`. If *x* is false
109 or omitted, this returns ``False``; otherwise it returns ``True``. The
110 :class:`bool` class is a subclass of :class:`int` (see :ref:`typesnumeric`).
111 It cannot be subclassed further. Its only instances are ``False`` and
Éric Araujo18ddf822011-09-01 23:10:36 +0200112 ``True`` (see :ref:`bltin-boolean-values`).
Georg Brandl116aa622007-08-15 14:28:22 +0000113
114 .. index:: pair: Boolean; type
115
Louis Sautier3fe89da2018-08-27 12:45:26 +0200116 .. versionchanged:: 3.7
117 *x* is now a positional-only parameter.
Georg Brandl116aa622007-08-15 14:28:22 +0000118
Barry Warsaw36c1d1f2017-10-05 12:11:18 -0400119.. function:: breakpoint(*args, **kws)
120
121 This function drops you into the debugger at the call site. Specifically,
122 it calls :func:`sys.breakpointhook`, passing ``args`` and ``kws`` straight
123 through. By default, ``sys.breakpointhook()`` calls
124 :func:`pdb.set_trace()` expecting no arguments. In this case, it is
125 purely a convenience function so you don't have to explicitly import
126 :mod:`pdb` or type as much code to enter the debugger. However,
127 :func:`sys.breakpointhook` can be set to some other function and
128 :func:`breakpoint` will automatically call that, allowing you to drop into
129 the debugger of choice.
130
131 .. versionadded:: 3.7
132
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000133.. _func-bytearray:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200134.. class:: bytearray([source[, encoding[, errors]]])
csabellac6db4812017-04-26 01:47:01 -0400135 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000136
Georg Brandleb7e8f62014-10-06 13:54:36 +0200137 Return a new array of bytes. The :class:`bytearray` class is a mutable
Georg Brandl95414632007-11-22 11:00:28 +0000138 sequence of integers in the range 0 <= x < 256. It has most of the usual
139 methods of mutable sequences, described in :ref:`typesseq-mutable`, as well
Antoine Pitroub85b3af2010-11-20 19:36:05 +0000140 as most methods that the :class:`bytes` type has, see :ref:`bytes-methods`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000141
Georg Brandl036490d2009-05-17 13:00:36 +0000142 The optional *source* parameter can be used to initialize the array in a few
Georg Brandl85eb8c12007-08-31 16:33:38 +0000143 different ways:
144
145 * If it is a *string*, you must also give the *encoding* (and optionally,
Georg Brandlf6945182008-02-01 11:56:49 +0000146 *errors*) parameters; :func:`bytearray` then converts the string to
Guido van Rossum98297ee2007-11-06 21:34:58 +0000147 bytes using :meth:`str.encode`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000148
149 * If it is an *integer*, the array will have that size and will be
150 initialized with null bytes.
151
152 * If it is an object conforming to the *buffer* interface, a read-only buffer
153 of the object will be used to initialize the bytes array.
154
Guido van Rossum98297ee2007-11-06 21:34:58 +0000155 * If it is an *iterable*, it must be an iterable of integers in the range
156 ``0 <= x < 256``, which are used as the initial contents of the array.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000157
158 Without an argument, an array of size 0 is created.
159
Chris Jerdonek006d9072012-10-12 20:28:26 -0700160 See also :ref:`binaryseq` and :ref:`typebytearray`.
161
Georg Brandl85eb8c12007-08-31 16:33:38 +0000162
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000163.. _func-bytes:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200164.. class:: bytes([source[, encoding[, errors]]])
csabellac6db4812017-04-26 01:47:01 -0400165 :noindex:
Guido van Rossum98297ee2007-11-06 21:34:58 +0000166
167 Return a new "bytes" object, which is an immutable sequence of integers in
168 the range ``0 <= x < 256``. :class:`bytes` is an immutable version of
Georg Brandl95414632007-11-22 11:00:28 +0000169 :class:`bytearray` -- it has the same non-mutating methods and the same
170 indexing and slicing behavior.
Georg Brandl48310cd2009-01-03 21:18:54 +0000171
Georg Brandl476b3552009-04-29 06:37:12 +0000172 Accordingly, constructor arguments are interpreted as for :func:`bytearray`.
Guido van Rossum98297ee2007-11-06 21:34:58 +0000173
174 Bytes objects can also be created with literals, see :ref:`strings`.
175
Chris Jerdonek006d9072012-10-12 20:28:26 -0700176 See also :ref:`binaryseq`, :ref:`typebytes`, and :ref:`bytes-methods`.
177
Guido van Rossum98297ee2007-11-06 21:34:58 +0000178
Antoine Pitroue71362d2010-11-27 22:00:11 +0000179.. function:: callable(object)
180
181 Return :const:`True` if the *object* argument appears callable,
182 :const:`False` if not. If this returns true, it is still possible that a
183 call fails, but if it is false, calling *object* will never succeed.
184 Note that classes are callable (calling a class returns a new instance);
185 instances are callable if their class has a :meth:`__call__` method.
186
187 .. versionadded:: 3.2
188 This function was first removed in Python 3.0 and then brought back
189 in Python 3.2.
190
191
Georg Brandl116aa622007-08-15 14:28:22 +0000192.. function:: chr(i)
193
Georg Brandl3be472b2015-01-14 08:26:30 +0100194 Return the string representing a character whose Unicode code point is the
Nick Coghlaneed67192014-08-17 14:07:53 +1000195 integer *i*. For example, ``chr(97)`` returns the string ``'a'``, while
Terry Jan Reedy01a9a952016-03-23 13:36:52 -0400196 ``chr(8364)`` returns the string ``'€'``. This is the inverse of :func:`ord`.
Nick Coghlaneed67192014-08-17 14:07:53 +1000197
198 The valid range for the argument is from 0 through 1,114,111 (0x10FFFF in
199 base 16). :exc:`ValueError` will be raised if *i* is outside that range.
Alexander Belopolsky5d4dd3e2010-11-18 18:50:13 +0000200
Georg Brandl116aa622007-08-15 14:28:22 +0000201
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +0900202.. decorator:: classmethod
Georg Brandl116aa622007-08-15 14:28:22 +0000203
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +0900204 Transform a method into a class method.
Georg Brandl116aa622007-08-15 14:28:22 +0000205
206 A class method receives the class as implicit first argument, just like an
207 instance method receives the instance. To declare a class method, use this
208 idiom::
209
210 class C:
211 @classmethod
212 def f(cls, arg1, arg2, ...): ...
213
Christian Heimesd8654cf2007-12-02 15:22:16 +0000214 The ``@classmethod`` form is a function :term:`decorator` -- see the description
215 of function definitions in :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000216
217 It can be called either on the class (such as ``C.f()``) or on an instance (such
218 as ``C().f()``). The instance is ignored except for its class. If a class
219 method is called for a derived class, the derived class object is passed as the
220 implied first argument.
221
222 Class methods are different than C++ or Java static methods. If you want those,
223 see :func:`staticmethod` in this section.
224
225 For more information on class methods, consult the documentation on the standard
226 type hierarchy in :ref:`types`.
227
Georg Brandl116aa622007-08-15 14:28:22 +0000228
Georg Brandl8334fd92010-12-04 10:26:46 +0000229.. function:: compile(source, filename, mode, flags=0, dont_inherit=False, optimize=-1)
Georg Brandl116aa622007-08-15 14:28:22 +0000230
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000231 Compile the *source* into a code or AST object. Code objects can be executed
Benjamin Peterson933142a2013-12-06 20:12:39 -0500232 by :func:`exec` or :func:`eval`. *source* can either be a normal string, a
233 byte string, or an AST object. Refer to the :mod:`ast` module documentation
234 for information on how to work with AST objects.
Georg Brandl116aa622007-08-15 14:28:22 +0000235
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000236 The *filename* argument should give the file from which the code was read;
237 pass some recognizable value if it wasn't read from a file (``'<string>'`` is
238 commonly used).
239
240 The *mode* argument specifies what kind of code must be compiled; it can be
241 ``'exec'`` if *source* consists of a sequence of statements, ``'eval'`` if it
242 consists of a single expression, or ``'single'`` if it consists of a single
243 interactive statement (in the latter case, expression statements that
R. David Murray66011262009-06-25 17:37:57 +0000244 evaluate to something other than ``None`` will be printed).
Georg Brandl116aa622007-08-15 14:28:22 +0000245
Andrés Delfino33aefad2018-07-11 06:44:06 -0300246 The optional arguments *flags* and *dont_inherit* control which :ref:`future
247 statements <future>` affect the compilation of *source*. If neither
Georg Brandle06de8b2008-05-05 21:42:51 +0000248 is present (or both are zero) the code is compiled with those future
Georg Brandle4196d32014-10-31 09:41:46 +0100249 statements that are in effect in the code that is calling :func:`compile`. If the
Georg Brandle06de8b2008-05-05 21:42:51 +0000250 *flags* argument is given and *dont_inherit* is not (or is zero) then the
Georg Brandl116aa622007-08-15 14:28:22 +0000251 future statements specified by the *flags* argument are used in addition to
252 those that would be used anyway. If *dont_inherit* is a non-zero integer then
Georg Brandle06de8b2008-05-05 21:42:51 +0000253 the *flags* argument is it -- the future statements in effect around the call
254 to compile are ignored.
Georg Brandl116aa622007-08-15 14:28:22 +0000255
Christian Heimesfaf2f632008-01-06 16:59:19 +0000256 Future statements are specified by bits which can be bitwise ORed together to
Georg Brandl116aa622007-08-15 14:28:22 +0000257 specify multiple statements. The bitfield required to specify a given feature
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +0300258 can be found as the :attr:`~__future__._Feature.compiler_flag` attribute on
259 the :class:`~__future__._Feature` instance in the :mod:`__future__` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000260
Georg Brandl8334fd92010-12-04 10:26:46 +0000261 The argument *optimize* specifies the optimization level of the compiler; the
262 default value of ``-1`` selects the optimization level of the interpreter as
263 given by :option:`-O` options. Explicit levels are ``0`` (no optimization;
264 ``__debug__`` is true), ``1`` (asserts are removed, ``__debug__`` is false)
265 or ``2`` (docstrings are removed too).
266
Christian Heimes7f044312008-01-06 17:05:40 +0000267 This function raises :exc:`SyntaxError` if the compiled source is invalid,
Berker Peksag0334c3c2016-02-21 22:00:12 +0200268 and :exc:`ValueError` if the source contains null bytes.
Christian Heimes7f044312008-01-06 17:05:40 +0000269
Georg Brandle4196d32014-10-31 09:41:46 +0100270 If you want to parse Python code into its AST representation, see
271 :func:`ast.parse`.
272
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000273 .. note::
274
Benjamin Peterson20211002009-11-25 18:34:42 +0000275 When compiling a string with multi-line code in ``'single'`` or
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000276 ``'eval'`` mode, input must be terminated by at least one newline
277 character. This is to facilitate detection of incomplete and complete
278 statements in the :mod:`code` module.
279
Brett Cannonf7a6ff62018-03-09 13:13:32 -0800280 .. warning::
281
282 It is possible to crash the Python interpreter with a
283 sufficiently large/complex string when compiling to an AST
284 object due to stack depth limitations in Python's AST compiler.
285
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000286 .. versionchanged:: 3.2
287 Allowed use of Windows and Mac newlines. Also input in ``'exec'`` mode
Georg Brandl8334fd92010-12-04 10:26:46 +0000288 does not have to end in a newline anymore. Added the *optimize* parameter.
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000289
Berker Peksag0334c3c2016-02-21 22:00:12 +0200290 .. versionchanged:: 3.5
291 Previously, :exc:`TypeError` was raised when null bytes were encountered
292 in *source*.
293
Georg Brandl116aa622007-08-15 14:28:22 +0000294
Georg Brandleb7e8f62014-10-06 13:54:36 +0200295.. class:: complex([real[, imag]])
Georg Brandl116aa622007-08-15 14:28:22 +0000296
Terry Jan Reedy43cba212015-05-23 16:16:28 -0400297 Return a complex number with the value *real* + *imag*\*1j or convert a string
Georg Brandleb7e8f62014-10-06 13:54:36 +0200298 or number to a complex number. If the first parameter is a string, it will
299 be interpreted as a complex number and the function must be called without a
300 second parameter. The second parameter can never be a string. Each argument
301 may be any numeric type (including complex). If *imag* is omitted, it
302 defaults to zero and the constructor serves as a numeric conversion like
303 :class:`int` and :class:`float`. If both arguments are omitted, returns
304 ``0j``.
Georg Brandl116aa622007-08-15 14:28:22 +0000305
Mark Dickinson328dd0d2012-03-10 16:09:35 +0000306 .. note::
307
308 When converting from a string, the string must not contain whitespace
309 around the central ``+`` or ``-`` operator. For example,
310 ``complex('1+2j')`` is fine, but ``complex('1 + 2j')`` raises
311 :exc:`ValueError`.
312
Georg Brandl116aa622007-08-15 14:28:22 +0000313 The complex type is described in :ref:`typesnumeric`.
314
Brett Cannona721aba2016-09-09 14:57:09 -0700315 .. versionchanged:: 3.6
316 Grouping digits with underscores as in code literals is allowed.
317
Georg Brandl116aa622007-08-15 14:28:22 +0000318
319.. function:: delattr(object, name)
320
321 This is a relative of :func:`setattr`. The arguments are an object and a
322 string. The string must be the name of one of the object's attributes. The
323 function deletes the named attribute, provided the object allows it. For
324 example, ``delattr(x, 'foobar')`` is equivalent to ``del x.foobar``.
325
326
Éric Araujo9edd9f02011-09-01 23:08:55 +0200327.. _func-dict:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200328.. class:: dict(**kwarg)
329 dict(mapping, **kwarg)
330 dict(iterable, **kwarg)
Georg Brandl116aa622007-08-15 14:28:22 +0000331 :noindex:
332
Chris Jerdonekf3413172012-10-13 03:22:33 -0700333 Create a new dictionary. The :class:`dict` object is the dictionary class.
Georg Brandleb7e8f62014-10-06 13:54:36 +0200334 See :class:`dict` and :ref:`typesmapping` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000335
Chris Jerdonekf3413172012-10-13 03:22:33 -0700336 For other containers see the built-in :class:`list`, :class:`set`, and
337 :class:`tuple` classes, as well as the :mod:`collections` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000338
339
340.. function:: dir([object])
341
342 Without arguments, return the list of names in the current local scope. With an
343 argument, attempt to return a list of valid attributes for that object.
344
345 If the object has a method named :meth:`__dir__`, this method will be called and
346 must return the list of attributes. This allows objects that implement a custom
347 :func:`__getattr__` or :func:`__getattribute__` function to customize the way
348 :func:`dir` reports their attributes.
349
350 If the object does not provide :meth:`__dir__`, the function tries its best to
Martin Panterbae5d812016-06-18 03:57:31 +0000351 gather information from the object's :attr:`~object.__dict__` attribute, if defined, and
Georg Brandl116aa622007-08-15 14:28:22 +0000352 from its type object. The resulting list is not necessarily complete, and may
353 be inaccurate when the object has a custom :func:`__getattr__`.
354
355 The default :func:`dir` mechanism behaves differently with different types of
356 objects, as it attempts to produce the most relevant, rather than complete,
357 information:
358
359 * If the object is a module object, the list contains the names of the module's
360 attributes.
361
362 * If the object is a type or class object, the list contains the names of its
363 attributes, and recursively of the attributes of its bases.
364
365 * Otherwise, the list contains the object's attributes' names, the names of its
366 class's attributes, and recursively of the attributes of its class's base
367 classes.
368
Christian Heimesfe337bf2008-03-23 21:54:12 +0000369 The resulting list is sorted alphabetically. For example:
370
371 >>> import struct
Marco Buttue65fcde2017-04-27 14:23:34 +0200372 >>> dir() # show the names in the module namespace # doctest: +SKIP
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300373 ['__builtins__', '__name__', 'struct']
374 >>> dir(struct) # show the names in the struct module # doctest: +SKIP
375 ['Struct', '__all__', '__builtins__', '__cached__', '__doc__', '__file__',
376 '__initializing__', '__loader__', '__name__', '__package__',
377 '_clearcache', 'calcsize', 'error', 'pack', 'pack_into',
Christian Heimesfe337bf2008-03-23 21:54:12 +0000378 'unpack', 'unpack_from']
Ezio Melottiaf8838f2013-03-11 09:30:21 +0200379 >>> class Shape:
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300380 ... def __dir__(self):
381 ... return ['area', 'perimeter', 'location']
Raymond Hettinger90289282011-06-01 16:17:23 -0700382 >>> s = Shape()
383 >>> dir(s)
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300384 ['area', 'location', 'perimeter']
Georg Brandl116aa622007-08-15 14:28:22 +0000385
386 .. note::
387
388 Because :func:`dir` is supplied primarily as a convenience for use at an
Georg Brandl036490d2009-05-17 13:00:36 +0000389 interactive prompt, it tries to supply an interesting set of names more
390 than it tries to supply a rigorously or consistently defined set of names,
391 and its detailed behavior may change across releases. For example,
392 metaclass attributes are not in the result list when the argument is a
393 class.
Georg Brandl116aa622007-08-15 14:28:22 +0000394
395
396.. function:: divmod(a, b)
397
398 Take two (non complex) numbers as arguments and return a pair of numbers
Georg Brandl036490d2009-05-17 13:00:36 +0000399 consisting of their quotient and remainder when using integer division. With
400 mixed operand types, the rules for binary arithmetic operators apply. For
401 integers, the result is the same as ``(a // b, a % b)``. For floating point
402 numbers the result is ``(q, a % b)``, where *q* is usually ``math.floor(a /
403 b)`` but may be 1 less than that. In any case ``q * b + a % b`` is very
404 close to *a*, if ``a % b`` is non-zero it has the same sign as *b*, and ``0
405 <= abs(a % b) < abs(b)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000406
Georg Brandl116aa622007-08-15 14:28:22 +0000407
Georg Brandl036490d2009-05-17 13:00:36 +0000408.. function:: enumerate(iterable, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +0000409
Georg Brandld11ae5d2008-05-16 13:27:32 +0000410 Return an enumerate object. *iterable* must be a sequence, an
Ezio Melotti7fa82222012-10-12 13:42:08 +0300411 :term:`iterator`, or some other object which supports iteration.
412 The :meth:`~iterator.__next__` method of the iterator returned by
413 :func:`enumerate` returns a tuple containing a count (from *start* which
414 defaults to 0) and the values obtained from iterating over *iterable*.
Georg Brandl116aa622007-08-15 14:28:22 +0000415
Raymond Hettinger9d3df6d2011-06-25 15:00:14 +0200416 >>> seasons = ['Spring', 'Summer', 'Fall', 'Winter']
417 >>> list(enumerate(seasons))
418 [(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]
419 >>> list(enumerate(seasons, start=1))
420 [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
Raymond Hettinger90289282011-06-01 16:17:23 -0700421
422 Equivalent to::
423
424 def enumerate(sequence, start=0):
425 n = start
426 for elem in sequence:
427 yield n, elem
428 n += 1
Georg Brandl116aa622007-08-15 14:28:22 +0000429
Georg Brandl116aa622007-08-15 14:28:22 +0000430
Georg Brandl036490d2009-05-17 13:00:36 +0000431.. function:: eval(expression, globals=None, locals=None)
Georg Brandl116aa622007-08-15 14:28:22 +0000432
433 The arguments are a string and optional globals and locals. If provided,
434 *globals* must be a dictionary. If provided, *locals* can be any mapping
435 object.
436
Georg Brandl116aa622007-08-15 14:28:22 +0000437 The *expression* argument is parsed and evaluated as a Python expression
438 (technically speaking, a condition list) using the *globals* and *locals*
Georg Brandl9afde1c2007-11-01 20:32:30 +0000439 dictionaries as global and local namespace. If the *globals* dictionary is
Berker Peksag225b0552018-08-19 13:25:33 +0300440 present and does not contain a value for the key ``__builtins__``, a
441 reference to the dictionary of the built-in module :mod:`builtins` is
442 inserted under that key before *expression* is parsed.
443 This means that *expression* normally has full
Georg Brandl1a3284e2007-12-02 09:40:06 +0000444 access to the standard :mod:`builtins` module and restricted environments are
Georg Brandl116aa622007-08-15 14:28:22 +0000445 propagated. If the *locals* dictionary is omitted it defaults to the *globals*
446 dictionary. If both dictionaries are omitted, the expression is executed in the
Christian Heimes5b5e81c2007-12-31 16:14:33 +0000447 environment where :func:`eval` is called. The return value is the result of
Christian Heimesfe337bf2008-03-23 21:54:12 +0000448 the evaluated expression. Syntax errors are reported as exceptions. Example:
Georg Brandl116aa622007-08-15 14:28:22 +0000449
450 >>> x = 1
Georg Brandl6911e3c2007-09-04 07:15:32 +0000451 >>> eval('x+1')
Georg Brandl116aa622007-08-15 14:28:22 +0000452 2
453
Benjamin Peterson3e4f0552008-09-02 00:31:15 +0000454 This function can also be used to execute arbitrary code objects (such as
455 those created by :func:`compile`). In this case pass a code object instead
456 of a string. If the code object has been compiled with ``'exec'`` as the
Georg Brandl1f70cdf2010-03-21 09:04:24 +0000457 *mode* argument, :func:`eval`\'s return value will be ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000458
459 Hints: dynamic execution of statements is supported by the :func:`exec`
460 function. The :func:`globals` and :func:`locals` functions
461 returns the current global and local dictionary, respectively, which may be
462 useful to pass around for use by :func:`eval` or :func:`exec`.
463
Georg Brandl05bfcc52010-07-11 09:42:10 +0000464 See :func:`ast.literal_eval` for a function that can safely evaluate strings
465 with expressions containing only literals.
466
Berker Peksag3410af42014-07-04 15:06:45 +0300467.. index:: builtin: exec
Georg Brandl116aa622007-08-15 14:28:22 +0000468
469.. function:: exec(object[, globals[, locals]])
470
Benjamin Petersond3013ff2008-11-11 21:43:42 +0000471 This function supports dynamic execution of Python code. *object* must be
472 either a string or a code object. If it is a string, the string is parsed as
473 a suite of Python statements which is then executed (unless a syntax error
Georg Brandl47f27a32009-03-31 16:57:13 +0000474 occurs). [#]_ If it is a code object, it is simply executed. In all cases,
475 the code that's executed is expected to be valid as file input (see the
476 section "File input" in the Reference Manual). Be aware that the
477 :keyword:`return` and :keyword:`yield` statements may not be used outside of
478 function definitions even within the context of code passed to the
479 :func:`exec` function. The return value is ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000480
481 In all cases, if the optional parts are omitted, the code is executed in the
482 current scope. If only *globals* is provided, it must be a dictionary, which
483 will be used for both the global and the local variables. If *globals* and
484 *locals* are given, they are used for the global and local variables,
Terry Jan Reedy83efd6c2012-07-08 17:36:14 -0400485 respectively. If provided, *locals* can be any mapping object. Remember
486 that at module level, globals and locals are the same dictionary. If exec
487 gets two separate objects as *globals* and *locals*, the code will be
488 executed as if it were embedded in a class definition.
Georg Brandl116aa622007-08-15 14:28:22 +0000489
490 If the *globals* dictionary does not contain a value for the key
491 ``__builtins__``, a reference to the dictionary of the built-in module
Georg Brandl1a3284e2007-12-02 09:40:06 +0000492 :mod:`builtins` is inserted under that key. That way you can control what
Georg Brandl116aa622007-08-15 14:28:22 +0000493 builtins are available to the executed code by inserting your own
494 ``__builtins__`` dictionary into *globals* before passing it to :func:`exec`.
495
496 .. note::
497
498 The built-in functions :func:`globals` and :func:`locals` return the current
499 global and local dictionary, respectively, which may be useful to pass around
500 for use as the second and third argument to :func:`exec`.
501
Georg Brandle720c0a2009-04-27 16:20:50 +0000502 .. note::
Georg Brandl116aa622007-08-15 14:28:22 +0000503
504 The default *locals* act as described for function :func:`locals` below:
Georg Brandlf6945182008-02-01 11:56:49 +0000505 modifications to the default *locals* dictionary should not be attempted.
506 Pass an explicit *locals* dictionary if you need to see effects of the
507 code on *locals* after function :func:`exec` returns.
Georg Brandl116aa622007-08-15 14:28:22 +0000508
509
510.. function:: filter(function, iterable)
511
Georg Brandl952aea22007-09-04 17:50:40 +0000512 Construct an iterator from those elements of *iterable* for which *function*
513 returns true. *iterable* may be either a sequence, a container which
Georg Brandl9afde1c2007-11-01 20:32:30 +0000514 supports iteration, or an iterator. If *function* is ``None``, the identity
515 function is assumed, that is, all elements of *iterable* that are false are
516 removed.
Georg Brandl116aa622007-08-15 14:28:22 +0000517
Georg Brandl952aea22007-09-04 17:50:40 +0000518 Note that ``filter(function, iterable)`` is equivalent to the generator
519 expression ``(item for item in iterable if function(item))`` if function is
520 not ``None`` and ``(item for item in iterable if item)`` if function is
521 ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000522
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000523 See :func:`itertools.filterfalse` for the complementary function that returns
524 elements of *iterable* for which *function* returns false.
525
Georg Brandl116aa622007-08-15 14:28:22 +0000526
Georg Brandleb7e8f62014-10-06 13:54:36 +0200527.. class:: float([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000528
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000529 .. index::
530 single: NaN
531 single: Infinity
Georg Brandl116aa622007-08-15 14:28:22 +0000532
Georg Brandleb7e8f62014-10-06 13:54:36 +0200533 Return a floating point number constructed from a number or string *x*.
Georg Brandl116aa622007-08-15 14:28:22 +0000534
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000535 If the argument is a string, it should contain a decimal number, optionally
536 preceded by a sign, and optionally embedded in whitespace. The optional
537 sign may be ``'+'`` or ``'-'``; a ``'+'`` sign has no effect on the value
538 produced. The argument may also be a string representing a NaN
539 (not-a-number), or a positive or negative infinity. More precisely, the
540 input must conform to the following grammar after leading and trailing
541 whitespace characters are removed:
Georg Brandl116aa622007-08-15 14:28:22 +0000542
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000543 .. productionlist::
544 sign: "+" | "-"
545 infinity: "Infinity" | "inf"
546 nan: "nan"
Georg Brandl46402372010-12-04 19:06:18 +0000547 numeric_value: `floatnumber` | `infinity` | `nan`
548 numeric_string: [`sign`] `numeric_value`
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000549
550 Here ``floatnumber`` is the form of a Python floating-point literal,
551 described in :ref:`floating`. Case is not significant, so, for example,
552 "inf", "Inf", "INFINITY" and "iNfINity" are all acceptable spellings for
553 positive infinity.
554
555 Otherwise, if the argument is an integer or a floating point number, a
556 floating point number with the same value (within Python's floating point
557 precision) is returned. If the argument is outside the range of a Python
558 float, an :exc:`OverflowError` will be raised.
559
560 For a general Python object ``x``, ``float(x)`` delegates to
561 ``x.__float__()``.
562
563 If no argument is given, ``0.0`` is returned.
564
565 Examples::
566
567 >>> float('+1.23')
568 1.23
569 >>> float(' -12345\n')
570 -12345.0
571 >>> float('1e-003')
572 0.001
573 >>> float('+1E6')
574 1000000.0
575 >>> float('-Infinity')
576 -inf
Georg Brandl116aa622007-08-15 14:28:22 +0000577
578 The float type is described in :ref:`typesnumeric`.
579
Brett Cannona721aba2016-09-09 14:57:09 -0700580 .. versionchanged:: 3.6
581 Grouping digits with underscores as in code literals is allowed.
Chris Jerdonekbb4e9412012-11-28 01:38:40 -0800582
Louis Sautier3fe89da2018-08-27 12:45:26 +0200583 .. versionchanged:: 3.7
584 *x* is now a positional-only parameter.
585
Éric Araujo9edd9f02011-09-01 23:08:55 +0200586
Brett Cannona721aba2016-09-09 14:57:09 -0700587.. index::
588 single: __format__
589 single: string; format() (built-in function)
590
Georg Brandl4b491312007-08-31 09:22:56 +0000591.. function:: format(value[, format_spec])
592
Georg Brandl5579ba92009-02-23 10:24:05 +0000593 Convert a *value* to a "formatted" representation, as controlled by
594 *format_spec*. The interpretation of *format_spec* will depend on the type
595 of the *value* argument, however there is a standard formatting syntax that
596 is used by most built-in types: :ref:`formatspec`.
Georg Brandl48310cd2009-01-03 21:18:54 +0000597
Raymond Hettinger30439b22011-05-11 10:47:27 -0700598 The default *format_spec* is an empty string which usually gives the same
Chris Jerdonek5fae0e52012-11-20 17:45:51 -0800599 effect as calling :func:`str(value) <str>`.
Georg Brandl4b491312007-08-31 09:22:56 +0000600
Raymond Hettinger30439b22011-05-11 10:47:27 -0700601 A call to ``format(value, format_spec)`` is translated to
Georg Brandle4196d32014-10-31 09:41:46 +0100602 ``type(value).__format__(value, format_spec)`` which bypasses the instance
Raymond Hettinger30439b22011-05-11 10:47:27 -0700603 dictionary when searching for the value's :meth:`__format__` method. A
Larry Hastings3732ed22014-03-15 21:13:56 -0700604 :exc:`TypeError` exception is raised if the method search reaches
605 :mod:`object` and the *format_spec* is non-empty, or if either the
606 *format_spec* or the return value are not strings.
Georg Brandl4b491312007-08-31 09:22:56 +0000607
Larry Hastings3732ed22014-03-15 21:13:56 -0700608 .. versionchanged:: 3.4
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200609 ``object().__format__(format_spec)`` raises :exc:`TypeError`
Larry Hastings3732ed22014-03-15 21:13:56 -0700610 if *format_spec* is not an empty string.
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200611
Éric Araujo9edd9f02011-09-01 23:08:55 +0200612
613.. _func-frozenset:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200614.. class:: frozenset([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +0000615 :noindex:
616
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800617 Return a new :class:`frozenset` object, optionally with elements taken from
618 *iterable*. ``frozenset`` is a built-in class. See :class:`frozenset` and
619 :ref:`types-set` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000620
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800621 For other containers see the built-in :class:`set`, :class:`list`,
622 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
623 module.
Georg Brandl116aa622007-08-15 14:28:22 +0000624
Georg Brandl116aa622007-08-15 14:28:22 +0000625
626.. function:: getattr(object, name[, default])
627
Georg Brandl8e4ddcf2010-10-16 18:51:05 +0000628 Return the value of the named attribute of *object*. *name* must be a string.
Georg Brandl116aa622007-08-15 14:28:22 +0000629 If the string is the name of one of the object's attributes, the result is the
630 value of that attribute. For example, ``getattr(x, 'foobar')`` is equivalent to
631 ``x.foobar``. If the named attribute does not exist, *default* is returned if
632 provided, otherwise :exc:`AttributeError` is raised.
633
634
635.. function:: globals()
636
637 Return a dictionary representing the current global symbol table. This is always
638 the dictionary of the current module (inside a function or method, this is the
639 module where it is defined, not the module from which it is called).
640
641
642.. function:: hasattr(object, name)
643
Benjamin Peterson17689992010-08-24 03:26:23 +0000644 The arguments are an object and a string. The result is ``True`` if the
645 string is the name of one of the object's attributes, ``False`` if not. (This
646 is implemented by calling ``getattr(object, name)`` and seeing whether it
647 raises an :exc:`AttributeError` or not.)
Georg Brandl116aa622007-08-15 14:28:22 +0000648
649
650.. function:: hash(object)
651
Barry Warsaw224a5992013-07-15 14:47:29 -0400652 Return the hash value of the object (if it has one). Hash values are
653 integers. They are used to quickly compare dictionary keys during a
654 dictionary lookup. Numeric values that compare equal have the same hash
655 value (even if they are of different types, as is the case for 1 and 1.0).
Georg Brandl116aa622007-08-15 14:28:22 +0000656
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300657 .. note::
Barry Warsaw224a5992013-07-15 14:47:29 -0400658
Andrés Delfinobda9c3e2018-06-29 06:57:10 -0300659 For objects with custom :meth:`__hash__` methods, note that :func:`hash`
660 truncates the return value based on the bit width of the host machine.
661 See :meth:`__hash__` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000662
663.. function:: help([object])
664
665 Invoke the built-in help system. (This function is intended for interactive
666 use.) If no argument is given, the interactive help system starts on the
667 interpreter console. If the argument is a string, then the string is looked up
668 as the name of a module, function, class, method, keyword, or documentation
669 topic, and a help page is printed on the console. If the argument is any other
670 kind of object, a help page on the object is generated.
671
Christian Heimes9bd667a2008-01-20 15:14:11 +0000672 This function is added to the built-in namespace by the :mod:`site` module.
673
Larry Hastings3732ed22014-03-15 21:13:56 -0700674 .. versionchanged:: 3.4
675 Changes to :mod:`pydoc` and :mod:`inspect` mean that the reported
676 signatures for callables are now more comprehensive and consistent.
677
Georg Brandl116aa622007-08-15 14:28:22 +0000678
679.. function:: hex(x)
680
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300681 Convert an integer number to a lowercase hexadecimal string prefixed with
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300682 "0x". If *x* is not a Python :class:`int` object, it has to define an
683 :meth:`__index__` method that returns an integer. Some examples:
Larry Hastings3732ed22014-03-15 21:13:56 -0700684
685 >>> hex(255)
686 '0xff'
687 >>> hex(-42)
688 '-0x2a'
689
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300690 If you want to convert an integer number to an uppercase or lower hexadecimal
691 string with prefix or not, you can use either of the following ways:
692
693 >>> '%#x' % 255, '%x' % 255, '%X' % 255
694 ('0xff', 'ff', 'FF')
695 >>> format(255, '#x'), format(255, 'x'), format(255, 'X')
696 ('0xff', 'ff', 'FF')
697 >>> f'{255:#x}', f'{255:x}', f'{255:X}'
698 ('0xff', 'ff', 'FF')
699
700 See also :func:`format` for more information.
Larry Hastings3732ed22014-03-15 21:13:56 -0700701
702 See also :func:`int` for converting a hexadecimal string to an
703 integer using a base of 16.
Georg Brandl116aa622007-08-15 14:28:22 +0000704
Mark Dickinson36cea392009-10-03 10:18:40 +0000705 .. note::
706
707 To obtain a hexadecimal string representation for a float, use the
708 :meth:`float.hex` method.
709
Georg Brandl116aa622007-08-15 14:28:22 +0000710
711.. function:: id(object)
712
Georg Brandlba956ae2007-11-29 17:24:34 +0000713 Return the "identity" of an object. This is an integer which
Georg Brandl116aa622007-08-15 14:28:22 +0000714 is guaranteed to be unique and constant for this object during its lifetime.
Georg Brandl495f7b52009-10-27 15:28:25 +0000715 Two objects with non-overlapping lifetimes may have the same :func:`id`
716 value.
717
Éric Araujof33de712011-05-27 04:42:47 +0200718 .. impl-detail:: This is the address of the object in memory.
Georg Brandl116aa622007-08-15 14:28:22 +0000719
720
Georg Brandlc0902982007-09-12 21:29:27 +0000721.. function:: input([prompt])
722
723 If the *prompt* argument is present, it is written to standard output without
724 a trailing newline. The function then reads a line from input, converts it
725 to a string (stripping a trailing newline), and returns that. When EOF is
726 read, :exc:`EOFError` is raised. Example::
727
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300728 >>> s = input('--> ') # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000729 --> Monty Python's Flying Circus
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300730 >>> s # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000731 "Monty Python's Flying Circus"
732
Georg Brandl7b469422007-09-12 21:32:27 +0000733 If the :mod:`readline` module was loaded, then :func:`input` will use it
Georg Brandlc0902982007-09-12 21:29:27 +0000734 to provide elaborate line editing and history features.
735
736
Louis Sautier3fe89da2018-08-27 12:45:26 +0200737.. class:: int([x])
Georg Brandleb7e8f62014-10-06 13:54:36 +0200738 int(x, base=10)
Georg Brandl116aa622007-08-15 14:28:22 +0000739
Georg Brandleb7e8f62014-10-06 13:54:36 +0200740 Return an integer object constructed from a number or string *x*, or return
Serhiy Storchakadf00f042018-05-10 16:38:44 +0300741 ``0`` if no arguments are given. If *x* defines :meth:`__int__`,
742 ``int(x)`` returns ``x.__int__()``. If *x* defines :meth:`__trunc__`,
743 it returns ``x.__trunc__()``.
744 For floating point numbers, this truncates towards zero.
Chris Jerdonek57491e02012-09-28 00:10:44 -0700745
746 If *x* is not a number or if *base* is given, then *x* must be a string,
747 :class:`bytes`, or :class:`bytearray` instance representing an :ref:`integer
748 literal <integers>` in radix *base*. Optionally, the literal can be
749 preceded by ``+`` or ``-`` (with no space in between) and surrounded by
750 whitespace. A base-n literal consists of the digits 0 to n-1, with ``a``
751 to ``z`` (or ``A`` to ``Z``) having
Serhiy Storchakac7b1a0b2016-11-26 13:43:28 +0200752 values 10 to 35. The default *base* is 10. The allowed values are 0 and 2--36.
Georg Brandl225d3c82008-04-09 18:45:14 +0000753 Base-2, -8, and -16 literals can be optionally prefixed with ``0b``/``0B``,
Georg Brandl1b5ab452009-08-13 07:56:35 +0000754 ``0o``/``0O``, or ``0x``/``0X``, as with integer literals in code. Base 0
755 means to interpret exactly as a code literal, so that the actual base is 2,
Georg Brandl225d3c82008-04-09 18:45:14 +0000756 8, 10, or 16, and so that ``int('010', 0)`` is not legal, while
757 ``int('010')`` is, as well as ``int('010', 8)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000758
759 The integer type is described in :ref:`typesnumeric`.
760
Mark Dickinson07c71362013-01-27 10:17:52 +0000761 .. versionchanged:: 3.4
762 If *base* is not an instance of :class:`int` and the *base* object has a
763 :meth:`base.__index__ <object.__index__>` method, that method is called
764 to obtain an integer for the base. Previous versions used
765 :meth:`base.__int__ <object.__int__>` instead of :meth:`base.__index__
766 <object.__index__>`.
Georg Brandl116aa622007-08-15 14:28:22 +0000767
Brett Cannona721aba2016-09-09 14:57:09 -0700768 .. versionchanged:: 3.6
769 Grouping digits with underscores as in code literals is allowed.
770
Louis Sautier3fe89da2018-08-27 12:45:26 +0200771 .. versionchanged:: 3.7
772 *x* is now a positional-only parameter.
773
Brett Cannona721aba2016-09-09 14:57:09 -0700774
Georg Brandl116aa622007-08-15 14:28:22 +0000775.. function:: isinstance(object, classinfo)
776
Georg Brandl85eb8c12007-08-31 16:33:38 +0000777 Return true if the *object* argument is an instance of the *classinfo*
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200778 argument, or of a (direct, indirect or :term:`virtual <abstract base
779 class>`) subclass thereof. If *object* is not
Terry Jan Reedy68b68742015-10-28 03:14:56 -0400780 an object of the given type, the function always returns false.
781 If *classinfo* is a tuple of type objects (or recursively, other such
782 tuples), return true if *object* is an instance of any of the types.
783 If *classinfo* is not a type or tuple of types and such tuples,
Georg Brandl85eb8c12007-08-31 16:33:38 +0000784 a :exc:`TypeError` exception is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000785
Georg Brandl116aa622007-08-15 14:28:22 +0000786
787.. function:: issubclass(class, classinfo)
788
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200789 Return true if *class* is a subclass (direct, indirect or :term:`virtual
790 <abstract base class>`) of *classinfo*. A
Georg Brandl116aa622007-08-15 14:28:22 +0000791 class is considered a subclass of itself. *classinfo* may be a tuple of class
792 objects, in which case every entry in *classinfo* will be checked. In any other
793 case, a :exc:`TypeError` exception is raised.
794
Georg Brandl116aa622007-08-15 14:28:22 +0000795
Georg Brandl036490d2009-05-17 13:00:36 +0000796.. function:: iter(object[, sentinel])
Georg Brandl116aa622007-08-15 14:28:22 +0000797
Georg Brandl036490d2009-05-17 13:00:36 +0000798 Return an :term:`iterator` object. The first argument is interpreted very
799 differently depending on the presence of the second argument. Without a
800 second argument, *object* must be a collection object which supports the
801 iteration protocol (the :meth:`__iter__` method), or it must support the
802 sequence protocol (the :meth:`__getitem__` method with integer arguments
803 starting at ``0``). If it does not support either of those protocols,
804 :exc:`TypeError` is raised. If the second argument, *sentinel*, is given,
805 then *object* must be a callable object. The iterator created in this case
Ezio Melotti7fa82222012-10-12 13:42:08 +0300806 will call *object* with no arguments for each call to its
807 :meth:`~iterator.__next__` method; if the value returned is equal to
808 *sentinel*, :exc:`StopIteration` will be raised, otherwise the value will
809 be returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000810
Chris Jerdonek006d9072012-10-12 20:28:26 -0700811 See also :ref:`typeiter`.
812
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000813 One useful application of the second form of :func:`iter` is to read lines of
814 a file until a certain line is reached. The following example reads a file
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +0300815 until the :meth:`~io.TextIOBase.readline` method returns an empty string::
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000816
Raymond Hettinger90289282011-06-01 16:17:23 -0700817 with open('mydata.txt') as fp:
818 for line in iter(fp.readline, ''):
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000819 process_line(line)
820
Georg Brandl116aa622007-08-15 14:28:22 +0000821
822.. function:: len(s)
823
824 Return the length (the number of items) of an object. The argument may be a
Terry Jan Reedyf2fb73f2014-06-16 03:05:37 -0400825 sequence (such as a string, bytes, tuple, list, or range) or a collection
826 (such as a dictionary, set, or frozen set).
Georg Brandl116aa622007-08-15 14:28:22 +0000827
828
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000829.. _func-list:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200830.. class:: list([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000831 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +0000832
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000833 Rather than being a function, :class:`list` is actually a mutable
Chris Jerdonek006d9072012-10-12 20:28:26 -0700834 sequence type, as documented in :ref:`typesseq-list` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +0000835
Georg Brandl036490d2009-05-17 13:00:36 +0000836
Georg Brandl116aa622007-08-15 14:28:22 +0000837.. function:: locals()
838
839 Update and return a dictionary representing the current local symbol table.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000840 Free variables are returned by :func:`locals` when it is called in function
841 blocks, but not in class blocks.
Georg Brandl116aa622007-08-15 14:28:22 +0000842
Georg Brandle720c0a2009-04-27 16:20:50 +0000843 .. note::
Georg Brandl036490d2009-05-17 13:00:36 +0000844 The contents of this dictionary should not be modified; changes may not
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000845 affect the values of local and free variables used by the interpreter.
Georg Brandl116aa622007-08-15 14:28:22 +0000846
847.. function:: map(function, iterable, ...)
848
Georg Brandl952aea22007-09-04 17:50:40 +0000849 Return an iterator that applies *function* to every item of *iterable*,
850 yielding the results. If additional *iterable* arguments are passed,
851 *function* must take that many arguments and is applied to the items from all
Georg Brandlde2b00e2008-05-05 21:04:12 +0000852 iterables in parallel. With multiple iterables, the iterator stops when the
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000853 shortest iterable is exhausted. For cases where the function inputs are
854 already arranged into argument tuples, see :func:`itertools.starmap`\.
Georg Brandlde2b00e2008-05-05 21:04:12 +0000855
Georg Brandl116aa622007-08-15 14:28:22 +0000856
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700857.. function:: max(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300858 max(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000859
Ezio Melottie0add762012-09-14 06:32:35 +0300860 Return the largest item in an iterable or the largest of two or more
861 arguments.
862
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700863 If one positional argument is provided, it should be an :term:`iterable`.
864 The largest item in the iterable is returned. If two or more positional
Raymond Hettingerb30b34c2014-04-03 08:01:22 -0700865 arguments are provided, the largest of the positional arguments is
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700866 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000867
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700868 There are two optional keyword-only arguments. The *key* argument specifies
869 a one-argument ordering function like that used for :meth:`list.sort`. The
870 *default* argument specifies an object to return if the provided iterable is
871 empty. If the iterable is empty and *default* is not provided, a
872 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000873
Georg Brandl682d7e02010-10-06 10:26:05 +0000874 If multiple items are maximal, the function returns the first one
875 encountered. This is consistent with other sort-stability preserving tools
876 such as ``sorted(iterable, key=keyfunc, reverse=True)[0]`` and
Raymond Hettinger476a31e2010-09-14 23:13:42 +0000877 ``heapq.nlargest(1, iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000878
Larry Hastings3732ed22014-03-15 21:13:56 -0700879 .. versionadded:: 3.4
880 The *default* keyword-only argument.
881
Alexander Marshalove22072f2018-07-24 10:58:21 +0700882 .. versionchanged:: 3.8
883 The *key* can be ``None``.
884
Éric Araujo9edd9f02011-09-01 23:08:55 +0200885
886.. _func-memoryview:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000887.. function:: memoryview(obj)
Benjamin Peterson6dfcb022008-09-10 21:02:02 +0000888 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000889
Benjamin Peterson1b25b922008-09-09 22:15:27 +0000890 Return a "memory view" object created from the given argument. See
891 :ref:`typememoryview` for more information.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000892
893
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700894.. function:: min(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300895 min(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000896
Ezio Melottie0add762012-09-14 06:32:35 +0300897 Return the smallest item in an iterable or the smallest of two or more
898 arguments.
899
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700900 If one positional argument is provided, it should be an :term:`iterable`.
901 The smallest item in the iterable is returned. If two or more positional
902 arguments are provided, the smallest of the positional arguments is
903 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000904
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700905 There are two optional keyword-only arguments. The *key* argument specifies
906 a one-argument ordering function like that used for :meth:`list.sort`. The
907 *default* argument specifies an object to return if the provided iterable is
908 empty. If the iterable is empty and *default* is not provided, a
909 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000910
Georg Brandl682d7e02010-10-06 10:26:05 +0000911 If multiple items are minimal, the function returns the first one
912 encountered. This is consistent with other sort-stability preserving tools
913 such as ``sorted(iterable, key=keyfunc)[0]`` and ``heapq.nsmallest(1,
914 iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000915
Larry Hastings3732ed22014-03-15 21:13:56 -0700916 .. versionadded:: 3.4
917 The *default* keyword-only argument.
918
Alexander Marshalove22072f2018-07-24 10:58:21 +0700919 .. versionchanged:: 3.8
920 The *key* can be ``None``.
921
Georg Brandldf48b972014-03-24 09:06:18 +0100922
Georg Brandl116aa622007-08-15 14:28:22 +0000923.. function:: next(iterator[, default])
924
Ezio Melotti7fa82222012-10-12 13:42:08 +0300925 Retrieve the next item from the *iterator* by calling its
926 :meth:`~iterator.__next__` method. If *default* is given, it is returned
927 if the iterator is exhausted, otherwise :exc:`StopIteration` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000928
929
Georg Brandleb7e8f62014-10-06 13:54:36 +0200930.. class:: object()
Georg Brandl116aa622007-08-15 14:28:22 +0000931
Georg Brandl85eb8c12007-08-31 16:33:38 +0000932 Return a new featureless object. :class:`object` is a base for all classes.
Georg Brandl55ac8f02007-09-01 13:51:09 +0000933 It has the methods that are common to all instances of Python classes. This
934 function does not accept any arguments.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000935
936 .. note::
937
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +0300938 :class:`object` does *not* have a :attr:`~object.__dict__`, so you can't
939 assign arbitrary attributes to an instance of the :class:`object` class.
Georg Brandl116aa622007-08-15 14:28:22 +0000940
Georg Brandl116aa622007-08-15 14:28:22 +0000941
942.. function:: oct(x)
943
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300944 Convert an integer number to an octal string prefixed with "0o". The result
945 is a valid Python expression. If *x* is not a Python :class:`int` object, it
946 has to define an :meth:`__index__` method that returns an integer. For
947 example:
Georg Brandl116aa622007-08-15 14:28:22 +0000948
Manvisha Kodali67ba4fa2017-07-06 22:30:58 +0300949 >>> oct(8)
950 '0o10'
951 >>> oct(-56)
952 '-0o70'
953
954 If you want to convert an integer number to octal string either with prefix
955 "0o" or not, you can use either of the following ways.
956
957 >>> '%#o' % 10, '%o' % 10
958 ('0o12', '12')
959 >>> format(10, '#o'), format(10, 'o')
960 ('0o12', '12')
961 >>> f'{10:#o}', f'{10:o}'
962 ('0o12', '12')
963
964 See also :func:`format` for more information.
Georg Brandl116aa622007-08-15 14:28:22 +0000965
R David Murray9f0c9402012-08-17 20:33:54 -0400966 .. index::
967 single: file object; open() built-in function
968
Ross Lagerwall59142db2011-10-31 20:34:46 +0200969.. function:: open(file, mode='r', buffering=-1, encoding=None, errors=None, newline=None, closefd=True, opener=None)
Georg Brandl116aa622007-08-15 14:28:22 +0000970
R David Murray9f0c9402012-08-17 20:33:54 -0400971 Open *file* and return a corresponding :term:`file object`. If the file
R David Murray8eac5752012-08-17 20:38:19 -0400972 cannot be opened, an :exc:`OSError` is raised.
Georg Brandl48310cd2009-01-03 21:18:54 +0000973
Brett Cannon6fa7aad2016-09-06 15:55:02 -0700974 *file* is a :term:`path-like object` giving the pathname (absolute or
975 relative to the current working directory) of the file to be opened or an
976 integer file descriptor of the file to be wrapped. (If a file descriptor is
977 given, it is closed when the returned I/O object is closed, unless *closefd*
978 is set to ``False``.)
Georg Brandl116aa622007-08-15 14:28:22 +0000979
Mark Summerfieldecff60e2007-12-14 10:07:44 +0000980 *mode* is an optional string that specifies the mode in which the file is
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +0000981 opened. It defaults to ``'r'`` which means open for reading in text mode.
982 Other common values are ``'w'`` for writing (truncating the file if it
Charles-François Natalib93f9fa2012-05-20 11:41:53 +0200983 already exists), ``'x'`` for exclusive creation and ``'a'`` for appending
984 (which on *some* Unix systems, means that *all* writes append to the end of
985 the file regardless of the current seek position). In text mode, if
Victor Stinnerf86a5e82012-06-05 13:43:22 +0200986 *encoding* is not specified the encoding used is platform dependent:
987 ``locale.getpreferredencoding(False)`` is called to get the current locale
988 encoding. (For reading and writing raw bytes use binary mode and leave
989 *encoding* unspecified.) The available modes are:
Georg Brandl116aa622007-08-15 14:28:22 +0000990
Andrés Delfinoa8ddf852018-06-25 03:06:10 -0300991 .. _filemodes:
992
993 .. index::
994 pair: file; modes
995
Benjamin Petersondd219122008-04-11 21:17:32 +0000996 ========= ===============================================================
997 Character Meaning
Georg Brandl44ea77b2013-03-28 13:28:44 +0100998 ========= ===============================================================
Benjamin Petersondd219122008-04-11 21:17:32 +0000999 ``'r'`` open for reading (default)
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001000 ``'w'`` open for writing, truncating the file first
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001001 ``'x'`` open for exclusive creation, failing if the file already exists
Benjamin Petersondd219122008-04-11 21:17:32 +00001002 ``'a'`` open for writing, appending to the end of the file if it exists
Georg Brandl7b6ca4a2009-04-27 06:13:55 +00001003 ``'b'`` binary mode
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001004 ``'t'`` text mode (default)
1005 ``'+'`` open a disk file for updating (reading and writing)
Serhiy Storchaka6787a382013-11-23 22:12:06 +02001006 ``'U'`` :term:`universal newlines` mode (deprecated)
Benjamin Petersondd219122008-04-11 21:17:32 +00001007 ========= ===============================================================
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001008
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001009 The default mode is ``'r'`` (open for reading text, synonym of ``'rt'``).
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001010 For binary read-write access, the mode ``'w+b'`` opens and truncates the file
1011 to 0 bytes. ``'r+b'`` opens the file without truncation.
Skip Montanaro1c639602007-09-23 19:49:54 +00001012
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001013 As mentioned in the :ref:`io-overview`, Python distinguishes between binary
1014 and text I/O. Files opened in binary mode (including ``'b'`` in the *mode*
1015 argument) return contents as :class:`bytes` objects without any decoding. In
1016 text mode (the default, or when ``'t'`` is included in the *mode* argument),
1017 the contents of the file are returned as :class:`str`, the bytes having been
1018 first decoded using a platform-dependent encoding or using the specified
1019 *encoding* if given.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001020
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001021 .. note::
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001022
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001023 Python doesn't depend on the underlying operating system's notion of text
Ezio Melottie130a522011-10-19 10:58:56 +03001024 files; all the processing is done by Python itself, and is therefore
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001025 platform-independent.
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001026
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001027 *buffering* is an optional integer used to set the buffering policy. Pass 0
1028 to switch buffering off (only allowed in binary mode), 1 to select line
1029 buffering (only usable in text mode), and an integer > 1 to indicate the size
Terry Jan Reedydff04f42013-03-16 15:56:27 -04001030 in bytes of a fixed-size chunk buffer. When no *buffering* argument is
1031 given, the default buffering policy works as follows:
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +00001032
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001033 * Binary files are buffered in fixed-size chunks; the size of the buffer is
1034 chosen using a heuristic trying to determine the underlying device's "block
1035 size" and falling back on :attr:`io.DEFAULT_BUFFER_SIZE`. On many systems,
1036 the buffer will typically be 4096 or 8192 bytes long.
1037
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001038 * "Interactive" text files (files for which :meth:`~io.IOBase.isatty`
Serhiy Storchakafbc1c262013-11-29 12:17:13 +02001039 returns ``True``) use line buffering. Other text files use the policy
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001040 described above for binary files.
Georg Brandl48310cd2009-01-03 21:18:54 +00001041
Benjamin Petersondd219122008-04-11 21:17:32 +00001042 *encoding* is the name of the encoding used to decode or encode the file.
1043 This should only be used in text mode. The default encoding is platform
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001044 dependent (whatever :func:`locale.getpreferredencoding` returns), but any
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001045 :term:`text encoding` supported by Python
1046 can be used. See the :mod:`codecs` module for
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001047 the list of supported encodings.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001048
Benjamin Peterson52c3bf12009-03-23 02:44:58 +00001049 *errors* is an optional string that specifies how encoding and decoding
Martin Panter357ed2e2016-11-21 00:15:20 +00001050 errors are to be handled—this cannot be used in binary mode.
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001051 A variety of standard error handlers are available
1052 (listed under :ref:`error-handlers`), though any
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001053 error handling name that has been registered with
1054 :func:`codecs.register_error` is also valid. The standard names
Nick Coghlanb9fdb7a2015-01-07 00:22:00 +10001055 include:
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -04001056
1057 * ``'strict'`` to raise a :exc:`ValueError` exception if there is
1058 an encoding error. The default value of ``None`` has the same
1059 effect.
1060
1061 * ``'ignore'`` ignores errors. Note that ignoring encoding errors
1062 can lead to data loss.
1063
1064 * ``'replace'`` causes a replacement marker (such as ``'?'``) to be inserted
1065 where there is malformed data.
1066
1067 * ``'surrogateescape'`` will represent any incorrect bytes as code
1068 points in the Unicode Private Use Area ranging from U+DC80 to
1069 U+DCFF. These private code points will then be turned back into
1070 the same bytes when the ``surrogateescape`` error handler is used
1071 when writing data. This is useful for processing files in an
1072 unknown encoding.
1073
1074 * ``'xmlcharrefreplace'`` is only supported when writing to a file.
1075 Characters not supported by the encoding are replaced with the
1076 appropriate XML character reference ``&#nnn;``.
1077
Serhiy Storchaka07985ef2015-01-25 22:56:57 +02001078 * ``'backslashreplace'`` replaces malformed data by Python's backslashed
1079 escape sequences.
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001080
Serhiy Storchaka166ebc42014-11-25 13:57:17 +02001081 * ``'namereplace'`` (also only supported when writing)
1082 replaces unsupported characters with ``\N{...}`` escape sequences.
1083
R David Murray1b00f252012-08-15 10:43:58 -04001084 .. index::
1085 single: universal newlines; open() built-in function
1086
1087 *newline* controls how :term:`universal newlines` mode works (it only
R David Murrayee0a9452012-08-15 11:05:36 -04001088 applies to text mode). It can be ``None``, ``''``, ``'\n'``, ``'\r'``, and
1089 ``'\r\n'``. It works as follows:
Mark Summerfieldecff60e2007-12-14 10:07:44 +00001090
Georg Brandl296d1be2012-08-14 09:39:07 +02001091 * When reading input from the stream, if *newline* is ``None``, universal
1092 newlines mode is enabled. Lines in the input can end in ``'\n'``,
1093 ``'\r'``, or ``'\r\n'``, and these are translated into ``'\n'`` before
R David Murray1b00f252012-08-15 10:43:58 -04001094 being returned to the caller. If it is ``''``, universal newlines mode is
Georg Brandl296d1be2012-08-14 09:39:07 +02001095 enabled, but line endings are returned to the caller untranslated. If it
1096 has any of the other legal values, input lines are only terminated by the
1097 given string, and the line ending is returned to the caller untranslated.
Benjamin Petersondd219122008-04-11 21:17:32 +00001098
Georg Brandl296d1be2012-08-14 09:39:07 +02001099 * When writing output to the stream, if *newline* is ``None``, any ``'\n'``
1100 characters written are translated to the system default line separator,
1101 :data:`os.linesep`. If *newline* is ``''`` or ``'\n'``, no translation
1102 takes place. If *newline* is any of the other legal values, any ``'\n'``
1103 characters written are translated to the given string.
Benjamin Petersondd219122008-04-11 21:17:32 +00001104
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001105 If *closefd* is ``False`` and a file descriptor rather than a filename was
1106 given, the underlying file descriptor will be kept open when the file is
Robert Collins933430a2014-10-18 13:32:43 +13001107 closed. If a filename is given *closefd* must be ``True`` (the default)
1108 otherwise an error will be raised.
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001109
Ross Lagerwall59142db2011-10-31 20:34:46 +02001110 A custom opener can be used by passing a callable as *opener*. The underlying
1111 file descriptor for the file object is then obtained by calling *opener* with
1112 (*file*, *flags*). *opener* must return an open file descriptor (passing
1113 :mod:`os.open` as *opener* results in functionality similar to passing
1114 ``None``).
1115
Victor Stinnerdaf45552013-08-28 00:53:59 +02001116 The newly created file is :ref:`non-inheritable <fd_inheritance>`.
1117
Éric Araujo5bd92702012-11-22 00:13:49 -05001118 The following example uses the :ref:`dir_fd <dir_fd>` parameter of the
Éric Araujo8f423c92012-11-03 17:06:52 -04001119 :func:`os.open` function to open a file relative to a given directory::
1120
1121 >>> import os
Éric Araujo5bd92702012-11-22 00:13:49 -05001122 >>> dir_fd = os.open('somedir', os.O_RDONLY)
1123 >>> def opener(path, flags):
1124 ... return os.open(path, flags, dir_fd=dir_fd)
Éric Araujo8f423c92012-11-03 17:06:52 -04001125 ...
Éric Araujo8f423c92012-11-03 17:06:52 -04001126 >>> with open('spamspam.txt', 'w', opener=opener) as f:
1127 ... print('This will be written to somedir/spamspam.txt', file=f)
1128 ...
Éric Araujo309b0432012-11-03 17:39:45 -04001129 >>> os.close(dir_fd) # don't leak a file descriptor
Éric Araujo8f423c92012-11-03 17:06:52 -04001130
R David Murray9f0c9402012-08-17 20:33:54 -04001131 The type of :term:`file object` returned by the :func:`open` function
R David Murray433ef3b2012-08-17 20:39:21 -04001132 depends on the mode. When :func:`open` is used to open a file in a text
1133 mode (``'w'``, ``'r'``, ``'wt'``, ``'rt'``, etc.), it returns a subclass of
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001134 :class:`io.TextIOBase` (specifically :class:`io.TextIOWrapper`). When used
1135 to open a file in a binary mode with buffering, the returned class is a
1136 subclass of :class:`io.BufferedIOBase`. The exact class varies: in read
Martin Panter7462b6492015-11-02 03:37:02 +00001137 binary mode, it returns an :class:`io.BufferedReader`; in write binary and
1138 append binary modes, it returns an :class:`io.BufferedWriter`, and in
1139 read/write mode, it returns an :class:`io.BufferedRandom`. When buffering is
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001140 disabled, the raw stream, a subclass of :class:`io.RawIOBase`,
1141 :class:`io.FileIO`, is returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001142
1143 .. index::
1144 single: line-buffered I/O
1145 single: unbuffered I/O
1146 single: buffer size, I/O
1147 single: I/O control; buffering
Skip Montanaro4d8c1932007-09-23 21:13:45 +00001148 single: binary mode
1149 single: text mode
1150 module: sys
Georg Brandl116aa622007-08-15 14:28:22 +00001151
Benjamin Petersondd219122008-04-11 21:17:32 +00001152 See also the file handling modules, such as, :mod:`fileinput`, :mod:`io`
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001153 (where :func:`open` is declared), :mod:`os`, :mod:`os.path`, :mod:`tempfile`,
1154 and :mod:`shutil`.
Georg Brandl116aa622007-08-15 14:28:22 +00001155
Steve Dower39294992016-08-30 21:22:36 -07001156 .. versionchanged::
1157 3.3
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001158
Steve Dower39294992016-08-30 21:22:36 -07001159 * The *opener* parameter was added.
1160 * The ``'x'`` mode was added.
1161 * :exc:`IOError` used to be raised, it is now an alias of :exc:`OSError`.
1162 * :exc:`FileExistsError` is now raised if the file opened in exclusive
NAKAMURA Osamu29540cd2017-03-25 11:55:08 +09001163 creation mode (``'x'``) already exists.
Steve Dower39294992016-08-30 21:22:36 -07001164
1165 .. versionchanged::
1166 3.4
1167
1168 * The file is now non-inheritable.
Victor Stinnerdaf45552013-08-28 00:53:59 +02001169
Serhiy Storchaka6787a382013-11-23 22:12:06 +02001170 .. deprecated-removed:: 3.4 4.0
Victor Stinnerc803bd82014-10-22 09:55:44 +02001171
Serhiy Storchaka6787a382013-11-23 22:12:06 +02001172 The ``'U'`` mode.
1173
Steve Dower39294992016-08-30 21:22:36 -07001174 .. versionchanged::
1175 3.5
Victor Stinnera766ddf2015-03-26 23:50:57 +01001176
Steve Dower39294992016-08-30 21:22:36 -07001177 * If the system call is interrupted and the signal handler does not raise an
1178 exception, the function now retries the system call instead of raising an
1179 :exc:`InterruptedError` exception (see :pep:`475` for the rationale).
1180 * The ``'namereplace'`` error handler was added.
Georg Brandlf6945182008-02-01 11:56:49 +00001181
Steve Dower39294992016-08-30 21:22:36 -07001182 .. versionchanged::
1183 3.6
1184
1185 * Support added to accept objects implementing :class:`os.PathLike`.
1186 * On Windows, opening a console buffer may return a subclass of
1187 :class:`io.RawIOBase` other than :class:`io.FileIO`.
Brett Cannonb08388d2016-06-09 15:58:06 -07001188
Georg Brandl116aa622007-08-15 14:28:22 +00001189.. function:: ord(c)
1190
Ezio Melottic99c8582011-10-25 09:32:34 +03001191 Given a string representing one Unicode character, return an integer
Nick Coghlaneed67192014-08-17 14:07:53 +10001192 representing the Unicode code point of that character. For example,
Terry Jan Reedy063d48d2016-03-20 21:18:40 -04001193 ``ord('a')`` returns the integer ``97`` and ``ord('€')`` (Euro sign)
1194 returns ``8364``. This is the inverse of :func:`chr`.
Georg Brandlf6945182008-02-01 11:56:49 +00001195
Georg Brandl116aa622007-08-15 14:28:22 +00001196
1197.. function:: pow(x, y[, z])
1198
1199 Return *x* to the power *y*; if *z* is present, return *x* to the power *y*,
1200 modulo *z* (computed more efficiently than ``pow(x, y) % z``). The two-argument
1201 form ``pow(x, y)`` is equivalent to using the power operator: ``x**y``.
1202
Georg Brandle06de8b2008-05-05 21:42:51 +00001203 The arguments must have numeric types. With mixed operand types, the
1204 coercion rules for binary arithmetic operators apply. For :class:`int`
1205 operands, the result has the same type as the operands (after coercion)
1206 unless the second argument is negative; in that case, all arguments are
1207 converted to float and a float result is delivered. For example, ``10**2``
1208 returns ``100``, but ``10**-2`` returns ``0.01``. If the second argument is
1209 negative, the third argument must be omitted. If *z* is present, *x* and *y*
1210 must be of integer types, and *y* must be non-negative.
Georg Brandl116aa622007-08-15 14:28:22 +00001211
1212
Ezio Melotti8429b672012-09-14 06:35:09 +03001213.. function:: print(*objects, sep=' ', end='\\n', file=sys.stdout, flush=False)
Georg Brandlf6945182008-02-01 11:56:49 +00001214
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001215 Print *objects* to the text stream *file*, separated by *sep* and followed
Berker Peksag61b9ac92017-04-13 15:48:18 +03001216 by *end*. *sep*, *end*, *file* and *flush*, if present, must be given as keyword
Georg Brandlf6945182008-02-01 11:56:49 +00001217 arguments.
1218
1219 All non-keyword arguments are converted to strings like :func:`str` does and
1220 written to the stream, separated by *sep* and followed by *end*. Both *sep*
1221 and *end* must be strings; they can also be ``None``, which means to use the
Ezio Melottie0add762012-09-14 06:32:35 +03001222 default values. If no *objects* are given, :func:`print` will just write
Georg Brandlf6945182008-02-01 11:56:49 +00001223 *end*.
1224
1225 The *file* argument must be an object with a ``write(string)`` method; if it
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001226 is not present or ``None``, :data:`sys.stdout` will be used. Since printed
1227 arguments are converted to text strings, :func:`print` cannot be used with
1228 binary mode file objects. For these, use ``file.write(...)`` instead.
1229
1230 Whether output is buffered is usually determined by *file*, but if the
1231 *flush* keyword argument is true, the stream is forcibly flushed.
Georg Brandlbc3b6822012-01-13 19:41:25 +01001232
1233 .. versionchanged:: 3.3
1234 Added the *flush* keyword argument.
Georg Brandlf6945182008-02-01 11:56:49 +00001235
1236
Georg Brandleb7e8f62014-10-06 13:54:36 +02001237.. class:: property(fget=None, fset=None, fdel=None, doc=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001238
Georg Brandl85eb8c12007-08-31 16:33:38 +00001239 Return a property attribute.
Georg Brandl116aa622007-08-15 14:28:22 +00001240
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001241 *fget* is a function for getting an attribute value. *fset* is a function
1242 for setting an attribute value. *fdel* is a function for deleting an attribute
1243 value. And *doc* creates a docstring for the attribute.
1244
1245 A typical use is to define a managed attribute ``x``::
Georg Brandl116aa622007-08-15 14:28:22 +00001246
Éric Araujo28053fb2010-11-22 03:09:19 +00001247 class C:
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001248 def __init__(self):
1249 self._x = None
1250
1251 def getx(self):
1252 return self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001253
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001254 def setx(self, value):
1255 self._x = value
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001256
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001257 def delx(self):
1258 del self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001259
Georg Brandl116aa622007-08-15 14:28:22 +00001260 x = property(getx, setx, delx, "I'm the 'x' property.")
1261
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001262 If *c* is an instance of *C*, ``c.x`` will invoke the getter,
Georg Brandl7528b9b2010-08-02 19:23:34 +00001263 ``c.x = value`` will invoke the setter and ``del c.x`` the deleter.
1264
Georg Brandl116aa622007-08-15 14:28:22 +00001265 If given, *doc* will be the docstring of the property attribute. Otherwise, the
1266 property will copy *fget*'s docstring (if it exists). This makes it possible to
Christian Heimesd8654cf2007-12-02 15:22:16 +00001267 create read-only properties easily using :func:`property` as a :term:`decorator`::
Georg Brandl116aa622007-08-15 14:28:22 +00001268
Éric Araujo28053fb2010-11-22 03:09:19 +00001269 class Parrot:
Georg Brandl116aa622007-08-15 14:28:22 +00001270 def __init__(self):
1271 self._voltage = 100000
1272
1273 @property
1274 def voltage(self):
1275 """Get the current voltage."""
1276 return self._voltage
1277
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001278 The ``@property`` decorator turns the :meth:`voltage` method into a "getter"
1279 for a read-only attribute with the same name, and it sets the docstring for
1280 *voltage* to "Get the current voltage."
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001281
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001282 A property object has :attr:`~property.getter`, :attr:`~property.setter`,
1283 and :attr:`~property.deleter` methods usable as decorators that create a
1284 copy of the property with the corresponding accessor function set to the
1285 decorated function. This is best explained with an example::
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001286
Éric Araujo28053fb2010-11-22 03:09:19 +00001287 class C:
Benjamin Peterson206e3072008-10-19 14:07:49 +00001288 def __init__(self):
1289 self._x = None
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001290
1291 @property
1292 def x(self):
1293 """I'm the 'x' property."""
1294 return self._x
1295
1296 @x.setter
1297 def x(self, value):
1298 self._x = value
1299
1300 @x.deleter
1301 def x(self):
1302 del self._x
1303
1304 This code is exactly equivalent to the first example. Be sure to give the
1305 additional functions the same name as the original property (``x`` in this
1306 case.)
1307
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001308 The returned property object also has the attributes ``fget``, ``fset``, and
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001309 ``fdel`` corresponding to the constructor arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001310
Raymond Hettinger29655df2015-05-15 16:17:05 -07001311 .. versionchanged:: 3.5
1312 The docstrings of property objects are now writeable.
1313
Georg Brandl116aa622007-08-15 14:28:22 +00001314
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001315.. _func-range:
Ezio Melottie0add762012-09-14 06:32:35 +03001316.. function:: range(stop)
1317 range(start, stop[, step])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001318 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001319
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001320 Rather than being a function, :class:`range` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001321 sequence type, as documented in :ref:`typesseq-range` and :ref:`typesseq`.
Benjamin Peterson878ce382011-11-05 15:17:52 -04001322
Georg Brandl116aa622007-08-15 14:28:22 +00001323
1324.. function:: repr(object)
1325
Georg Brandl68ee3a52008-03-25 07:21:32 +00001326 Return a string containing a printable representation of an object. For many
1327 types, this function makes an attempt to return a string that would yield an
1328 object with the same value when passed to :func:`eval`, otherwise the
1329 representation is a string enclosed in angle brackets that contains the name
1330 of the type of the object together with additional information often
1331 including the name and address of the object. A class can control what this
1332 function returns for its instances by defining a :meth:`__repr__` method.
Georg Brandl116aa622007-08-15 14:28:22 +00001333
1334
1335.. function:: reversed(seq)
1336
Christian Heimes7f044312008-01-06 17:05:40 +00001337 Return a reverse :term:`iterator`. *seq* must be an object which has
1338 a :meth:`__reversed__` method or supports the sequence protocol (the
1339 :meth:`__len__` method and the :meth:`__getitem__` method with integer
1340 arguments starting at ``0``).
Georg Brandl116aa622007-08-15 14:28:22 +00001341
Georg Brandl116aa622007-08-15 14:28:22 +00001342
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001343.. function:: round(number[, ndigits])
Georg Brandl116aa622007-08-15 14:28:22 +00001344
csabella85deefc2017-03-29 17:14:06 -04001345 Return *number* rounded to *ndigits* precision after the decimal
1346 point. If *ndigits* is omitted or is ``None``, it returns the
1347 nearest integer to its input.
Georg Brandl809ddaa2008-07-01 20:39:59 +00001348
1349 For the built-in types supporting :func:`round`, values are rounded to the
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001350 closest multiple of 10 to the power minus *ndigits*; if two multiples are
1351 equally close, rounding is done toward the even choice (so, for example,
1352 both ``round(0.5)`` and ``round(-0.5)`` are ``0``, and ``round(1.5)`` is
Gerrit Holl6003db72017-03-27 23:15:20 +01001353 ``2``). Any integer value is valid for *ndigits* (positive, zero, or
Lisa Roach900c48d2018-05-20 11:00:18 -04001354 negative). The return value is an integer if *ndigits* is omitted or
1355 ``None``.
1356 Otherwise the return value has the same type as *number*.
Christian Heimes072c0f12008-01-03 23:01:04 +00001357
Lisa Roach900c48d2018-05-20 11:00:18 -04001358 For a general Python object ``number``, ``round`` delegates to
1359 ``number.__round__``.
csabella85deefc2017-03-29 17:14:06 -04001360
Mark Dickinsonc4fbcdc2010-07-30 13:13:02 +00001361 .. note::
1362
1363 The behavior of :func:`round` for floats can be surprising: for example,
1364 ``round(2.675, 2)`` gives ``2.67`` instead of the expected ``2.68``.
1365 This is not a bug: it's a result of the fact that most decimal fractions
1366 can't be represented exactly as a float. See :ref:`tut-fp-issues` for
1367 more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001368
Éric Araujo9edd9f02011-09-01 23:08:55 +02001369
1370.. _func-set:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001371.. class:: set([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +00001372 :noindex:
1373
Chris Jerdonekdf3abec2012-11-09 18:57:32 -08001374 Return a new :class:`set` object, optionally with elements taken from
1375 *iterable*. ``set`` is a built-in class. See :class:`set` and
1376 :ref:`types-set` for documentation about this class.
1377
1378 For other containers see the built-in :class:`frozenset`, :class:`list`,
1379 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
1380 module.
Georg Brandl116aa622007-08-15 14:28:22 +00001381
Georg Brandl116aa622007-08-15 14:28:22 +00001382
1383.. function:: setattr(object, name, value)
1384
1385 This is the counterpart of :func:`getattr`. The arguments are an object, a
1386 string and an arbitrary value. The string may name an existing attribute or a
1387 new attribute. The function assigns the value to the attribute, provided the
1388 object allows it. For example, ``setattr(x, 'foobar', 123)`` is equivalent to
1389 ``x.foobar = 123``.
1390
1391
Georg Brandleb7e8f62014-10-06 13:54:36 +02001392.. class:: slice(stop)
1393 slice(start, stop[, step])
Georg Brandl116aa622007-08-15 14:28:22 +00001394
1395 .. index:: single: Numerical Python
1396
Christian Heimesd8654cf2007-12-02 15:22:16 +00001397 Return a :term:`slice` object representing the set of indices specified by
Georg Brandl116aa622007-08-15 14:28:22 +00001398 ``range(start, stop, step)``. The *start* and *step* arguments default to
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001399 ``None``. Slice objects have read-only data attributes :attr:`~slice.start`,
1400 :attr:`~slice.stop` and :attr:`~slice.step` which merely return the argument
1401 values (or their default). They have no other explicit functionality;
1402 however they are used by Numerical Python and other third party extensions.
1403 Slice objects are also generated when extended indexing syntax is used. For
1404 example: ``a[start:stop:step]`` or ``a[start:stop, i]``. See
1405 :func:`itertools.islice` for an alternate version that returns an iterator.
Georg Brandl116aa622007-08-15 14:28:22 +00001406
1407
Łukasz Rogalskibe37beb2017-07-14 21:23:39 +02001408.. function:: sorted(iterable, *, key=None, reverse=False)
Georg Brandl116aa622007-08-15 14:28:22 +00001409
1410 Return a new sorted list from the items in *iterable*.
1411
Raymond Hettinger51b9c242008-02-14 13:52:24 +00001412 Has two optional arguments which must be specified as keyword arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001413
Georg Brandl116aa622007-08-15 14:28:22 +00001414 *key* specifies a function of one argument that is used to extract a comparison
Georg Brandl1f70cdf2010-03-21 09:04:24 +00001415 key from each list element: ``key=str.lower``. The default value is ``None``
1416 (compare the elements directly).
Georg Brandl116aa622007-08-15 14:28:22 +00001417
1418 *reverse* is a boolean value. If set to ``True``, then the list elements are
1419 sorted as if each comparison were reversed.
1420
Benjamin Peterson7ac98ae2010-08-17 17:52:02 +00001421 Use :func:`functools.cmp_to_key` to convert an old-style *cmp* function to a
1422 *key* function.
Georg Brandl116aa622007-08-15 14:28:22 +00001423
Ezio Melotti9b1e92f2014-10-28 12:57:11 +01001424 The built-in :func:`sorted` function is guaranteed to be stable. A sort is
1425 stable if it guarantees not to change the relative order of elements that
1426 compare equal --- this is helpful for sorting in multiple passes (for
1427 example, sort by department, then by salary grade).
1428
Senthil Kumarand03d1d42016-01-01 23:25:58 -08001429 For sorting examples and a brief sorting tutorial, see :ref:`sortinghowto`.
Raymond Hettinger46fca072010-04-02 00:25:45 +00001430
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001431.. decorator:: staticmethod
Georg Brandl116aa622007-08-15 14:28:22 +00001432
Daisuke Miyakawa0e61e672017-10-12 23:39:43 +09001433 Transform a method into a static method.
Georg Brandl116aa622007-08-15 14:28:22 +00001434
1435 A static method does not receive an implicit first argument. To declare a static
1436 method, use this idiom::
1437
1438 class C:
1439 @staticmethod
1440 def f(arg1, arg2, ...): ...
1441
Christian Heimesd8654cf2007-12-02 15:22:16 +00001442 The ``@staticmethod`` form is a function :term:`decorator` -- see the
1443 description of function definitions in :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +00001444
1445 It can be called either on the class (such as ``C.f()``) or on an instance (such
1446 as ``C().f()``). The instance is ignored except for its class.
1447
Raymond Hettinger90289282011-06-01 16:17:23 -07001448 Static methods in Python are similar to those found in Java or C++. Also see
1449 :func:`classmethod` for a variant that is useful for creating alternate class
1450 constructors.
Georg Brandl116aa622007-08-15 14:28:22 +00001451
Éric Araujo03b95372017-10-12 12:28:55 -04001452 Like all decorators, it is also possible to call ``staticmethod`` as
1453 a regular function and do something with its result. This is needed
1454 in some cases where you need a reference to a function from a class
1455 body and you want to avoid the automatic transformation to instance
cocoatomo2a3260b2018-01-29 17:30:48 +09001456 method. For these cases, use this idiom::
Éric Araujo03b95372017-10-12 12:28:55 -04001457
1458 class C:
1459 builtin_open = staticmethod(open)
1460
Georg Brandl116aa622007-08-15 14:28:22 +00001461 For more information on static methods, consult the documentation on the
1462 standard type hierarchy in :ref:`types`.
1463
Chris Jerdonek5fae0e52012-11-20 17:45:51 -08001464
Éric Araujo03b95372017-10-12 12:28:55 -04001465.. index::
1466 single: string; str() (built-in function)
Georg Brandl116aa622007-08-15 14:28:22 +00001467
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001468.. _func-str:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001469.. class:: str(object='')
1470 str(object=b'', encoding='utf-8', errors='strict')
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001471 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001472
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001473 Return a :class:`str` version of *object*. See :func:`str` for details.
Georg Brandl48310cd2009-01-03 21:18:54 +00001474
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001475 ``str`` is the built-in string :term:`class`. For general information
1476 about strings, see :ref:`textseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001477
1478
1479.. function:: sum(iterable[, start])
1480
1481 Sums *start* and the items of an *iterable* from left to right and returns the
1482 total. *start* defaults to ``0``. The *iterable*'s items are normally numbers,
Raymond Hettingerb3737992010-10-31 21:23:24 +00001483 and the start value is not allowed to be a string.
Georg Brandl116aa622007-08-15 14:28:22 +00001484
Éric Araujo8f9626b2010-11-06 06:30:16 +00001485 For some use cases, there are good alternatives to :func:`sum`.
Raymond Hettingerb3737992010-10-31 21:23:24 +00001486 The preferred, fast way to concatenate a sequence of strings is by calling
1487 ``''.join(sequence)``. To add floating point values with extended precision,
1488 see :func:`math.fsum`\. To concatenate a series of iterables, consider using
1489 :func:`itertools.chain`.
Georg Brandl116aa622007-08-15 14:28:22 +00001490
Raymond Hettinger9dfa0fe2018-09-12 10:54:06 -07001491 .. versionchanged:: 3.8
1492 The *start* parameter can be specified as a keyword argument.
1493
Mark Summerfield1041f742008-02-26 13:27:00 +00001494.. function:: super([type[, object-or-type]])
Georg Brandl116aa622007-08-15 14:28:22 +00001495
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001496 Return a proxy object that delegates method calls to a parent or sibling
1497 class of *type*. This is useful for accessing inherited methods that have
1498 been overridden in a class. The search order is same as that used by
1499 :func:`getattr` except that the *type* itself is skipped.
1500
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001501 The :attr:`~class.__mro__` attribute of the *type* lists the method
1502 resolution search order used by both :func:`getattr` and :func:`super`. The
1503 attribute is dynamic and can change whenever the inheritance hierarchy is
1504 updated.
Benjamin Peterson3e4f0552008-09-02 00:31:15 +00001505
Raymond Hettinger79d04342009-02-25 00:32:51 +00001506 If the second argument is omitted, the super object returned is unbound. If
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001507 the second argument is an object, ``isinstance(obj, type)`` must be true. If
Benjamin Petersond75fcb42009-02-19 04:22:03 +00001508 the second argument is a type, ``issubclass(type2, type)`` must be true (this
1509 is useful for classmethods).
Georg Brandl116aa622007-08-15 14:28:22 +00001510
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001511 There are two typical use cases for *super*. In a class hierarchy with
1512 single inheritance, *super* can be used to refer to parent classes without
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001513 naming them explicitly, thus making the code more maintainable. This use
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001514 closely parallels the use of *super* in other programming languages.
Georg Brandl48310cd2009-01-03 21:18:54 +00001515
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001516 The second use case is to support cooperative multiple inheritance in a
Georg Brandl48310cd2009-01-03 21:18:54 +00001517 dynamic execution environment. This use case is unique to Python and is
1518 not found in statically compiled languages or languages that only support
Raymond Hettingerd1258452009-02-26 00:27:18 +00001519 single inheritance. This makes it possible to implement "diamond diagrams"
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001520 where multiple base classes implement the same method. Good design dictates
1521 that this method have the same calling signature in every case (because the
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001522 order of calls is determined at runtime, because that order adapts
1523 to changes in the class hierarchy, and because that order can include
1524 sibling classes that are unknown prior to runtime).
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001525
1526 For both use cases, a typical superclass call looks like this::
Georg Brandl116aa622007-08-15 14:28:22 +00001527
1528 class C(B):
Mark Summerfield1041f742008-02-26 13:27:00 +00001529 def method(self, arg):
Georg Brandl036490d2009-05-17 13:00:36 +00001530 super().method(arg) # This does the same thing as:
1531 # super(C, self).method(arg)
Georg Brandl116aa622007-08-15 14:28:22 +00001532
1533 Note that :func:`super` is implemented as part of the binding process for
Mark Summerfield1041f742008-02-26 13:27:00 +00001534 explicit dotted attribute lookups such as ``super().__getitem__(name)``.
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001535 It does so by implementing its own :meth:`__getattribute__` method for searching
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001536 classes in a predictable order that supports cooperative multiple inheritance.
Georg Brandl116aa622007-08-15 14:28:22 +00001537 Accordingly, :func:`super` is undefined for implicit lookups using statements or
Raymond Hettinger518d8da2008-12-06 11:44:00 +00001538 operators such as ``super()[name]``.
1539
Nick Coghlan7fc570a2012-05-20 02:34:13 +10001540 Also note that, aside from the zero argument form, :func:`super` is not
1541 limited to use inside methods. The two argument form specifies the
1542 arguments exactly and makes the appropriate references. The zero
1543 argument form only works inside a class definition, as the compiler fills
1544 in the necessary details to correctly retrieve the class being defined,
1545 as well as accessing the current instance for ordinary methods.
Georg Brandl116aa622007-08-15 14:28:22 +00001546
Raymond Hettinger90289282011-06-01 16:17:23 -07001547 For practical suggestions on how to design cooperative classes using
1548 :func:`super`, see `guide to using super()
Georg Brandl5d941342016-02-26 19:37:12 +01001549 <https://rhettinger.wordpress.com/2011/05/26/super-considered-super/>`_.
Raymond Hettinger90289282011-06-01 16:17:23 -07001550
Georg Brandl116aa622007-08-15 14:28:22 +00001551
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001552.. _func-tuple:
Georg Brandl116aa622007-08-15 14:28:22 +00001553.. function:: tuple([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001554 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001555
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001556 Rather than being a function, :class:`tuple` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001557 sequence type, as documented in :ref:`typesseq-tuple` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001558
1559
Georg Brandleb7e8f62014-10-06 13:54:36 +02001560.. class:: type(object)
1561 type(name, bases, dict)
Georg Brandl116aa622007-08-15 14:28:22 +00001562
1563 .. index:: object: type
1564
Ezio Melotti837cd062012-10-24 23:06:25 +03001565 With one argument, return the type of an *object*. The return value is a
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001566 type object and generally the same object as returned by
1567 :attr:`object.__class__ <instance.__class__>`.
Georg Brandl116aa622007-08-15 14:28:22 +00001568
Georg Brandl85eb8c12007-08-31 16:33:38 +00001569 The :func:`isinstance` built-in function is recommended for testing the type
1570 of an object, because it takes subclasses into account.
1571
Georg Brandl116aa622007-08-15 14:28:22 +00001572
Ezio Melotti837cd062012-10-24 23:06:25 +03001573 With three arguments, return a new type object. This is essentially a
1574 dynamic form of the :keyword:`class` statement. The *name* string is the
Martin Panterbae5d812016-06-18 03:57:31 +00001575 class name and becomes the :attr:`~definition.__name__` attribute; the *bases*
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001576 tuple itemizes the base classes and becomes the :attr:`~class.__bases__`
1577 attribute; and the *dict* dictionary is the namespace containing definitions
R David Murraydd4fcf52016-06-02 20:05:43 -04001578 for class body and is copied to a standard dictionary to become the
1579 :attr:`~object.__dict__` attribute. For example, the following two
1580 statements create identical :class:`type` objects:
Georg Brandl116aa622007-08-15 14:28:22 +00001581
Éric Araujo28053fb2010-11-22 03:09:19 +00001582 >>> class X:
Georg Brandl116aa622007-08-15 14:28:22 +00001583 ... a = 1
Georg Brandl48310cd2009-01-03 21:18:54 +00001584 ...
Georg Brandl116aa622007-08-15 14:28:22 +00001585 >>> X = type('X', (object,), dict(a=1))
1586
Chris Jerdonek006d9072012-10-12 20:28:26 -07001587 See also :ref:`bltin-type-objects`.
1588
Berker Peksag3f015a62016-08-19 11:04:07 +03001589 .. versionchanged:: 3.6
1590 Subclasses of :class:`type` which don't override ``type.__new__`` may no
1591 longer use the one-argument form to get the type of an object.
Georg Brandl116aa622007-08-15 14:28:22 +00001592
1593.. function:: vars([object])
1594
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001595 Return the :attr:`~object.__dict__` attribute for a module, class, instance,
Martin Panterbae5d812016-06-18 03:57:31 +00001596 or any other object with a :attr:`~object.__dict__` attribute.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +00001597
Martin Panterbae5d812016-06-18 03:57:31 +00001598 Objects such as modules and instances have an updateable :attr:`~object.__dict__`
Raymond Hettingerd7100172013-06-02 10:03:05 -07001599 attribute; however, other objects may have write restrictions on their
Martin Panterbae5d812016-06-18 03:57:31 +00001600 :attr:`~object.__dict__` attributes (for example, classes use a
Berker Peksag37e87e62016-06-24 09:12:01 +03001601 :class:`types.MappingProxyType` to prevent direct dictionary updates).
Georg Brandl116aa622007-08-15 14:28:22 +00001602
Raymond Hettingerd7100172013-06-02 10:03:05 -07001603 Without an argument, :func:`vars` acts like :func:`locals`. Note, the
1604 locals dictionary is only useful for reads since updates to the locals
1605 dictionary are ignored.
1606
Georg Brandl116aa622007-08-15 14:28:22 +00001607
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001608.. function:: zip(*iterables)
Georg Brandl116aa622007-08-15 14:28:22 +00001609
Georg Brandl48310cd2009-01-03 21:18:54 +00001610 Make an iterator that aggregates elements from each of the iterables.
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001611
1612 Returns an iterator of tuples, where the *i*-th tuple contains
Georg Brandl952aea22007-09-04 17:50:40 +00001613 the *i*-th element from each of the argument sequences or iterables. The
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001614 iterator stops when the shortest input iterable is exhausted. With a single
Georg Brandl48310cd2009-01-03 21:18:54 +00001615 iterable argument, it returns an iterator of 1-tuples. With no arguments,
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001616 it returns an empty iterator. Equivalent to::
1617
Raymond Hettinger2f08df32010-10-10 05:54:39 +00001618 def zip(*iterables):
1619 # zip('ABCD', 'xy') --> Ax By
1620 sentinel = object()
Raymond Hettinger6f45d182011-10-30 15:06:14 -07001621 iterators = [iter(it) for it in iterables]
1622 while iterators:
Raymond Hettinger2f08df32010-10-10 05:54:39 +00001623 result = []
Raymond Hettinger6f45d182011-10-30 15:06:14 -07001624 for it in iterators:
Raymond Hettinger2f08df32010-10-10 05:54:39 +00001625 elem = next(it, sentinel)
1626 if elem is sentinel:
1627 return
1628 result.append(elem)
1629 yield tuple(result)
Georg Brandl116aa622007-08-15 14:28:22 +00001630
Christian Heimes1af737c2008-01-23 08:24:23 +00001631 The left-to-right evaluation order of the iterables is guaranteed. This
1632 makes possible an idiom for clustering a data series into n-length groups
Raymond Hettinger0907a452015-05-13 02:34:38 -07001633 using ``zip(*[iter(s)]*n)``. This repeats the *same* iterator ``n`` times
1634 so that each output tuple has the result of ``n`` calls to the iterator.
1635 This has the effect of dividing the input into n-length chunks.
Christian Heimes1af737c2008-01-23 08:24:23 +00001636
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001637 :func:`zip` should only be used with unequal length inputs when you don't
1638 care about trailing, unmatched values from the longer iterables. If those
1639 values are important, use :func:`itertools.zip_longest` instead.
Georg Brandl116aa622007-08-15 14:28:22 +00001640
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001641 :func:`zip` in conjunction with the ``*`` operator can be used to unzip a
1642 list::
1643
1644 >>> x = [1, 2, 3]
1645 >>> y = [4, 5, 6]
1646 >>> zipped = zip(x, y)
Georg Brandl17fe3642008-12-06 14:28:56 +00001647 >>> list(zipped)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001648 [(1, 4), (2, 5), (3, 6)]
Georg Brandl17fe3642008-12-06 14:28:56 +00001649 >>> x2, y2 = zip(*zip(x, y))
Benjamin Petersonfa0d7032009-06-01 22:42:33 +00001650 >>> x == list(x2) and y == list(y2)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001651 True
1652
Georg Brandl2ee470f2008-07-16 12:55:28 +00001653
Brett Cannoncb4996a2012-08-06 16:34:44 -04001654.. function:: __import__(name, globals=None, locals=None, fromlist=(), level=0)
Georg Brandl48367812008-12-05 15:55:41 +00001655
1656 .. index::
1657 statement: import
1658 module: imp
1659
1660 .. note::
1661
1662 This is an advanced function that is not needed in everyday Python
Éric Araujoe801aa22011-07-29 17:50:58 +02001663 programming, unlike :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001664
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001665 This function is invoked by the :keyword:`import` statement. It can be
1666 replaced (by importing the :mod:`builtins` module and assigning to
1667 ``builtins.__import__``) in order to change semantics of the
Brett Cannonf5ebd262013-08-23 10:58:49 -04001668 :keyword:`import` statement, but doing so is **strongly** discouraged as it
1669 is usually simpler to use import hooks (see :pep:`302`) to attain the same
1670 goals and does not cause issues with code which assumes the default import
1671 implementation is in use. Direct use of :func:`__import__` is also
1672 discouraged in favor of :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001673
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001674 The function imports the module *name*, potentially using the given *globals*
1675 and *locals* to determine how to interpret the name in a package context.
1676 The *fromlist* gives the names of objects or submodules that should be
1677 imported from the module given by *name*. The standard implementation does
1678 not use its *locals* argument at all, and uses its *globals* only to
1679 determine the package context of the :keyword:`import` statement.
1680
Brett Cannon2b9fd472009-03-15 02:18:41 +00001681 *level* specifies whether to use absolute or relative imports. ``0`` (the
1682 default) means only perform absolute imports. Positive values for
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001683 *level* indicate the number of parent directories to search relative to the
Brett Cannon2a082ad2012-04-14 21:58:33 -04001684 directory of the module calling :func:`__import__` (see :pep:`328` for the
1685 details).
Georg Brandl48367812008-12-05 15:55:41 +00001686
1687 When the *name* variable is of the form ``package.module``, normally, the
1688 top-level package (the name up till the first dot) is returned, *not* the
1689 module named by *name*. However, when a non-empty *fromlist* argument is
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001690 given, the module named by *name* is returned.
Georg Brandl48367812008-12-05 15:55:41 +00001691
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001692 For example, the statement ``import spam`` results in bytecode resembling the
1693 following code::
Georg Brandl48310cd2009-01-03 21:18:54 +00001694
Brett Cannon2b9fd472009-03-15 02:18:41 +00001695 spam = __import__('spam', globals(), locals(), [], 0)
Georg Brandl48367812008-12-05 15:55:41 +00001696
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001697 The statement ``import spam.ham`` results in this call::
Georg Brandl48367812008-12-05 15:55:41 +00001698
Brett Cannon2b9fd472009-03-15 02:18:41 +00001699 spam = __import__('spam.ham', globals(), locals(), [], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001700
1701 Note how :func:`__import__` returns the toplevel module here because this is
1702 the object that is bound to a name by the :keyword:`import` statement.
1703
1704 On the other hand, the statement ``from spam.ham import eggs, sausage as
1705 saus`` results in ::
1706
Brett Cannon2b9fd472009-03-15 02:18:41 +00001707 _temp = __import__('spam.ham', globals(), locals(), ['eggs', 'sausage'], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001708 eggs = _temp.eggs
1709 saus = _temp.sausage
1710
1711 Here, the ``spam.ham`` module is returned from :func:`__import__`. From this
1712 object, the names to import are retrieved and assigned to their respective
1713 names.
1714
1715 If you simply want to import a module (potentially within a package) by name,
Éric Araujoe801aa22011-07-29 17:50:58 +02001716 use :func:`importlib.import_module`.
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001717
Brett Cannon73df3642012-07-30 18:35:17 -04001718 .. versionchanged:: 3.3
Brett Cannon222d4732012-08-05 20:49:53 -04001719 Negative values for *level* are no longer supported (which also changes
1720 the default value to 0).
Brett Cannon73df3642012-07-30 18:35:17 -04001721
Georg Brandl48367812008-12-05 15:55:41 +00001722
Georg Brandl116aa622007-08-15 14:28:22 +00001723.. rubric:: Footnotes
1724
Georg Brandl47f27a32009-03-31 16:57:13 +00001725.. [#] Note that the parser only accepts the Unix-style end of line convention.
1726 If you are reading the code from a file, make sure to use newline conversion
1727 mode to convert Windows or Mac-style newlines.