blob: 7108bf954c8cb7e9ac95ff0ce95055d41f5fc9a2 [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
Ezio Melottif21c7ed2010-11-24 20:18:02 +000010=================== ================= ================== ================ ====================
11.. .. Built-in Functions .. ..
12=================== ================= ================== ================ ====================
Éric Araujo9edd9f02011-09-01 23:08:55 +020013:func:`abs` |func-dict|_ :func:`help` :func:`min` :func:`setattr`
Ezio Melotti1de91152010-11-28 04:18:54 +000014:func:`all` :func:`dir` :func:`hex` :func:`next` :func:`slice`
15:func:`any` :func:`divmod` :func:`id` :func:`object` :func:`sorted`
16:func:`ascii` :func:`enumerate` :func:`input` :func:`oct` :func:`staticmethod`
Chris Jerdonekbb4e9412012-11-28 01:38:40 -080017:func:`bin` :func:`eval` :func:`int` :func:`open` |func-str|_
Ezio Melotti1de91152010-11-28 04:18:54 +000018:func:`bool` :func:`exec` :func:`isinstance` :func:`ord` :func:`sum`
19:func:`bytearray` :func:`filter` :func:`issubclass` :func:`pow` :func:`super`
Nick Coghlan83c0ae52012-08-21 17:42:52 +100020:func:`bytes` :func:`float` :func:`iter` :func:`print` |func-tuple|_
Ezio Melotti1de91152010-11-28 04:18:54 +000021:func:`callable` :func:`format` :func:`len` :func:`property` :func:`type`
Nick Coghlan83c0ae52012-08-21 17:42:52 +100022:func:`chr` |func-frozenset|_ |func-list|_ |func-range|_ :func:`vars`
Ezio Melotti17f9b3d2010-11-24 22:02:18 +000023:func:`classmethod` :func:`getattr` :func:`locals` :func:`repr` :func:`zip`
24:func:`compile` :func:`globals` :func:`map` :func:`reversed` :func:`__import__`
25:func:`complex` :func:`hasattr` :func:`max` :func:`round`
Éric Araujo9edd9f02011-09-01 23:08:55 +020026:func:`delattr` :func:`hash` |func-memoryview|_ |func-set|_
Ezio Melottif21c7ed2010-11-24 20:18:02 +000027=================== ================= ================== ================ ====================
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()``
Éric Araujo9edd9f02011-09-01 23:08:55 +020040
41
Georg Brandl116aa622007-08-15 14:28:22 +000042.. function:: abs(x)
43
Georg Brandlba956ae2007-11-29 17:24:34 +000044 Return the absolute value of a number. The argument may be an
Georg Brandl116aa622007-08-15 14:28:22 +000045 integer or a floating point number. If the argument is a complex number, its
46 magnitude is returned.
47
48
49.. function:: all(iterable)
50
Serhiy Storchakafbc1c262013-11-29 12:17:13 +020051 Return ``True`` if all elements of the *iterable* are true (or if the iterable
Georg Brandl0192bff2009-04-27 16:49:41 +000052 is empty). Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +000053
54 def all(iterable):
55 for element in iterable:
56 if not element:
57 return False
58 return True
59
Georg Brandl116aa622007-08-15 14:28:22 +000060
61.. function:: any(iterable)
62
Serhiy Storchakafbc1c262013-11-29 12:17:13 +020063 Return ``True`` if any element of the *iterable* is true. If the iterable
64 is empty, return ``False``. Equivalent to::
Georg Brandl116aa622007-08-15 14:28:22 +000065
66 def any(iterable):
67 for element in iterable:
68 if element:
69 return True
70 return False
71
Georg Brandl116aa622007-08-15 14:28:22 +000072
Georg Brandl559e5d72008-06-11 18:37:52 +000073.. function:: ascii(object)
74
75 As :func:`repr`, return a string containing a printable representation of an
76 object, but escape the non-ASCII characters in the string returned by
77 :func:`repr` using ``\x``, ``\u`` or ``\U`` escapes. This generates a string
78 similar to that returned by :func:`repr` in Python 2.
79
80
Georg Brandl116aa622007-08-15 14:28:22 +000081.. function:: bin(x)
82
83 Convert an integer number to a binary string. The result is a valid Python
84 expression. If *x* is not a Python :class:`int` object, it has to define an
85 :meth:`__index__` method that returns an integer.
86
Georg Brandl116aa622007-08-15 14:28:22 +000087
Georg Brandleb7e8f62014-10-06 13:54:36 +020088.. class:: bool([x])
Georg Brandl116aa622007-08-15 14:28:22 +000089
Georg Brandleb7e8f62014-10-06 13:54:36 +020090 Return a Boolean value, i.e. one of ``True`` or ``False``. *x* is converted
91 using the standard :ref:`truth testing procedure <truth>`. If *x* is false
92 or omitted, this returns ``False``; otherwise it returns ``True``. The
93 :class:`bool` class is a subclass of :class:`int` (see :ref:`typesnumeric`).
94 It cannot be subclassed further. Its only instances are ``False`` and
Éric Araujo18ddf822011-09-01 23:10:36 +020095 ``True`` (see :ref:`bltin-boolean-values`).
Georg Brandl116aa622007-08-15 14:28:22 +000096
97 .. index:: pair: Boolean; type
98
Georg Brandl116aa622007-08-15 14:28:22 +000099
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000100.. _func-bytearray:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200101.. class:: bytearray([source[, encoding[, errors]]])
Georg Brandl85eb8c12007-08-31 16:33:38 +0000102
Georg Brandleb7e8f62014-10-06 13:54:36 +0200103 Return a new array of bytes. The :class:`bytearray` class is a mutable
Georg Brandl95414632007-11-22 11:00:28 +0000104 sequence of integers in the range 0 <= x < 256. It has most of the usual
105 methods of mutable sequences, described in :ref:`typesseq-mutable`, as well
Antoine Pitroub85b3af2010-11-20 19:36:05 +0000106 as most methods that the :class:`bytes` type has, see :ref:`bytes-methods`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000107
Georg Brandl036490d2009-05-17 13:00:36 +0000108 The optional *source* parameter can be used to initialize the array in a few
Georg Brandl85eb8c12007-08-31 16:33:38 +0000109 different ways:
110
111 * If it is a *string*, you must also give the *encoding* (and optionally,
Georg Brandlf6945182008-02-01 11:56:49 +0000112 *errors*) parameters; :func:`bytearray` then converts the string to
Guido van Rossum98297ee2007-11-06 21:34:58 +0000113 bytes using :meth:`str.encode`.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000114
115 * If it is an *integer*, the array will have that size and will be
116 initialized with null bytes.
117
118 * If it is an object conforming to the *buffer* interface, a read-only buffer
119 of the object will be used to initialize the bytes array.
120
Guido van Rossum98297ee2007-11-06 21:34:58 +0000121 * If it is an *iterable*, it must be an iterable of integers in the range
122 ``0 <= x < 256``, which are used as the initial contents of the array.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000123
124 Without an argument, an array of size 0 is created.
125
Chris Jerdonek006d9072012-10-12 20:28:26 -0700126 See also :ref:`binaryseq` and :ref:`typebytearray`.
127
Georg Brandl85eb8c12007-08-31 16:33:38 +0000128
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000129.. _func-bytes:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200130.. class:: bytes([source[, encoding[, errors]]])
Guido van Rossum98297ee2007-11-06 21:34:58 +0000131
132 Return a new "bytes" object, which is an immutable sequence of integers in
133 the range ``0 <= x < 256``. :class:`bytes` is an immutable version of
Georg Brandl95414632007-11-22 11:00:28 +0000134 :class:`bytearray` -- it has the same non-mutating methods and the same
135 indexing and slicing behavior.
Georg Brandl48310cd2009-01-03 21:18:54 +0000136
Georg Brandl476b3552009-04-29 06:37:12 +0000137 Accordingly, constructor arguments are interpreted as for :func:`bytearray`.
Guido van Rossum98297ee2007-11-06 21:34:58 +0000138
139 Bytes objects can also be created with literals, see :ref:`strings`.
140
Chris Jerdonek006d9072012-10-12 20:28:26 -0700141 See also :ref:`binaryseq`, :ref:`typebytes`, and :ref:`bytes-methods`.
142
Guido van Rossum98297ee2007-11-06 21:34:58 +0000143
Antoine Pitroue71362d2010-11-27 22:00:11 +0000144.. function:: callable(object)
145
146 Return :const:`True` if the *object* argument appears callable,
147 :const:`False` if not. If this returns true, it is still possible that a
148 call fails, but if it is false, calling *object* will never succeed.
149 Note that classes are callable (calling a class returns a new instance);
150 instances are callable if their class has a :meth:`__call__` method.
151
152 .. versionadded:: 3.2
153 This function was first removed in Python 3.0 and then brought back
154 in Python 3.2.
155
156
Georg Brandl116aa622007-08-15 14:28:22 +0000157.. function:: chr(i)
158
Alexander Belopolsky5d4dd3e2010-11-18 18:50:13 +0000159 Return the string representing a character whose Unicode codepoint is the integer
Georg Brandl85eb8c12007-08-31 16:33:38 +0000160 *i*. For example, ``chr(97)`` returns the string ``'a'``. This is the
Alexander Belopolsky5d4dd3e2010-11-18 18:50:13 +0000161 inverse of :func:`ord`. The valid range for the argument is from 0 through
162 1,114,111 (0x10FFFF in base 16). :exc:`ValueError` will be raised if *i* is
163 outside that range.
164
Georg Brandl116aa622007-08-15 14:28:22 +0000165
166.. function:: classmethod(function)
167
168 Return a class method for *function*.
169
170 A class method receives the class as implicit first argument, just like an
171 instance method receives the instance. To declare a class method, use this
172 idiom::
173
174 class C:
175 @classmethod
176 def f(cls, arg1, arg2, ...): ...
177
Christian Heimesd8654cf2007-12-02 15:22:16 +0000178 The ``@classmethod`` form is a function :term:`decorator` -- see the description
179 of function definitions in :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000180
181 It can be called either on the class (such as ``C.f()``) or on an instance (such
182 as ``C().f()``). The instance is ignored except for its class. If a class
183 method is called for a derived class, the derived class object is passed as the
184 implied first argument.
185
186 Class methods are different than C++ or Java static methods. If you want those,
187 see :func:`staticmethod` in this section.
188
189 For more information on class methods, consult the documentation on the standard
190 type hierarchy in :ref:`types`.
191
Georg Brandl116aa622007-08-15 14:28:22 +0000192
Georg Brandl8334fd92010-12-04 10:26:46 +0000193.. function:: compile(source, filename, mode, flags=0, dont_inherit=False, optimize=-1)
Georg Brandl116aa622007-08-15 14:28:22 +0000194
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000195 Compile the *source* into a code or AST object. Code objects can be executed
Benjamin Peterson933142a2013-12-06 20:12:39 -0500196 by :func:`exec` or :func:`eval`. *source* can either be a normal string, a
197 byte string, or an AST object. Refer to the :mod:`ast` module documentation
198 for information on how to work with AST objects.
Georg Brandl116aa622007-08-15 14:28:22 +0000199
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000200 The *filename* argument should give the file from which the code was read;
201 pass some recognizable value if it wasn't read from a file (``'<string>'`` is
202 commonly used).
203
204 The *mode* argument specifies what kind of code must be compiled; it can be
205 ``'exec'`` if *source* consists of a sequence of statements, ``'eval'`` if it
206 consists of a single expression, or ``'single'`` if it consists of a single
207 interactive statement (in the latter case, expression statements that
R. David Murray66011262009-06-25 17:37:57 +0000208 evaluate to something other than ``None`` will be printed).
Georg Brandl116aa622007-08-15 14:28:22 +0000209
Georg Brandle06de8b2008-05-05 21:42:51 +0000210 The optional arguments *flags* and *dont_inherit* control which future
211 statements (see :pep:`236`) affect the compilation of *source*. If neither
212 is present (or both are zero) the code is compiled with those future
Georg Brandle4196d32014-10-31 09:41:46 +0100213 statements that are in effect in the code that is calling :func:`compile`. If the
Georg Brandle06de8b2008-05-05 21:42:51 +0000214 *flags* argument is given and *dont_inherit* is not (or is zero) then the
Georg Brandl116aa622007-08-15 14:28:22 +0000215 future statements specified by the *flags* argument are used in addition to
216 those that would be used anyway. If *dont_inherit* is a non-zero integer then
Georg Brandle06de8b2008-05-05 21:42:51 +0000217 the *flags* argument is it -- the future statements in effect around the call
218 to compile are ignored.
Georg Brandl116aa622007-08-15 14:28:22 +0000219
Christian Heimesfaf2f632008-01-06 16:59:19 +0000220 Future statements are specified by bits which can be bitwise ORed together to
Georg Brandl116aa622007-08-15 14:28:22 +0000221 specify multiple statements. The bitfield required to specify a given feature
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +0300222 can be found as the :attr:`~__future__._Feature.compiler_flag` attribute on
223 the :class:`~__future__._Feature` instance in the :mod:`__future__` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000224
Georg Brandl8334fd92010-12-04 10:26:46 +0000225 The argument *optimize* specifies the optimization level of the compiler; the
226 default value of ``-1`` selects the optimization level of the interpreter as
227 given by :option:`-O` options. Explicit levels are ``0`` (no optimization;
228 ``__debug__`` is true), ``1`` (asserts are removed, ``__debug__`` is false)
229 or ``2`` (docstrings are removed too).
230
Christian Heimes7f044312008-01-06 17:05:40 +0000231 This function raises :exc:`SyntaxError` if the compiled source is invalid,
232 and :exc:`TypeError` if the source contains null bytes.
233
Georg Brandle4196d32014-10-31 09:41:46 +0100234 If you want to parse Python code into its AST representation, see
235 :func:`ast.parse`.
236
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000237 .. note::
238
Benjamin Peterson20211002009-11-25 18:34:42 +0000239 When compiling a string with multi-line code in ``'single'`` or
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000240 ``'eval'`` mode, input must be terminated by at least one newline
241 character. This is to facilitate detection of incomplete and complete
242 statements in the :mod:`code` module.
243
Benjamin Petersonaeaa5922009-11-13 00:17:59 +0000244 .. versionchanged:: 3.2
245 Allowed use of Windows and Mac newlines. Also input in ``'exec'`` mode
Georg Brandl8334fd92010-12-04 10:26:46 +0000246 does not have to end in a newline anymore. Added the *optimize* parameter.
Benjamin Petersonec9199b2008-11-08 17:05:00 +0000247
Georg Brandl116aa622007-08-15 14:28:22 +0000248
Georg Brandleb7e8f62014-10-06 13:54:36 +0200249.. class:: complex([real[, imag]])
Georg Brandl116aa622007-08-15 14:28:22 +0000250
Georg Brandleb7e8f62014-10-06 13:54:36 +0200251 Return a complex number with the value *real* + *imag*\*j or convert a string
252 or number to a complex number. If the first parameter is a string, it will
253 be interpreted as a complex number and the function must be called without a
254 second parameter. The second parameter can never be a string. Each argument
255 may be any numeric type (including complex). If *imag* is omitted, it
256 defaults to zero and the constructor serves as a numeric conversion like
257 :class:`int` and :class:`float`. If both arguments are omitted, returns
258 ``0j``.
Georg Brandl116aa622007-08-15 14:28:22 +0000259
Mark Dickinson328dd0d2012-03-10 16:09:35 +0000260 .. note::
261
262 When converting from a string, the string must not contain whitespace
263 around the central ``+`` or ``-`` operator. For example,
264 ``complex('1+2j')`` is fine, but ``complex('1 + 2j')`` raises
265 :exc:`ValueError`.
266
Georg Brandl116aa622007-08-15 14:28:22 +0000267 The complex type is described in :ref:`typesnumeric`.
268
269
270.. function:: delattr(object, name)
271
272 This is a relative of :func:`setattr`. The arguments are an object and a
273 string. The string must be the name of one of the object's attributes. The
274 function deletes the named attribute, provided the object allows it. For
275 example, ``delattr(x, 'foobar')`` is equivalent to ``del x.foobar``.
276
277
Éric Araujo9edd9f02011-09-01 23:08:55 +0200278.. _func-dict:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200279.. class:: dict(**kwarg)
280 dict(mapping, **kwarg)
281 dict(iterable, **kwarg)
Georg Brandl116aa622007-08-15 14:28:22 +0000282 :noindex:
283
Chris Jerdonekf3413172012-10-13 03:22:33 -0700284 Create a new dictionary. The :class:`dict` object is the dictionary class.
Georg Brandleb7e8f62014-10-06 13:54:36 +0200285 See :class:`dict` and :ref:`typesmapping` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000286
Chris Jerdonekf3413172012-10-13 03:22:33 -0700287 For other containers see the built-in :class:`list`, :class:`set`, and
288 :class:`tuple` classes, as well as the :mod:`collections` module.
Georg Brandl116aa622007-08-15 14:28:22 +0000289
290
291.. function:: dir([object])
292
293 Without arguments, return the list of names in the current local scope. With an
294 argument, attempt to return a list of valid attributes for that object.
295
296 If the object has a method named :meth:`__dir__`, this method will be called and
297 must return the list of attributes. This allows objects that implement a custom
298 :func:`__getattr__` or :func:`__getattribute__` function to customize the way
299 :func:`dir` reports their attributes.
300
301 If the object does not provide :meth:`__dir__`, the function tries its best to
302 gather information from the object's :attr:`__dict__` attribute, if defined, and
303 from its type object. The resulting list is not necessarily complete, and may
304 be inaccurate when the object has a custom :func:`__getattr__`.
305
306 The default :func:`dir` mechanism behaves differently with different types of
307 objects, as it attempts to produce the most relevant, rather than complete,
308 information:
309
310 * If the object is a module object, the list contains the names of the module's
311 attributes.
312
313 * If the object is a type or class object, the list contains the names of its
314 attributes, and recursively of the attributes of its bases.
315
316 * Otherwise, the list contains the object's attributes' names, the names of its
317 class's attributes, and recursively of the attributes of its class's base
318 classes.
319
Christian Heimesfe337bf2008-03-23 21:54:12 +0000320 The resulting list is sorted alphabetically. For example:
321
322 >>> import struct
Raymond Hettinger90289282011-06-01 16:17:23 -0700323 >>> dir() # show the names in the module namespace
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300324 ['__builtins__', '__name__', 'struct']
325 >>> dir(struct) # show the names in the struct module # doctest: +SKIP
326 ['Struct', '__all__', '__builtins__', '__cached__', '__doc__', '__file__',
327 '__initializing__', '__loader__', '__name__', '__package__',
328 '_clearcache', 'calcsize', 'error', 'pack', 'pack_into',
Christian Heimesfe337bf2008-03-23 21:54:12 +0000329 'unpack', 'unpack_from']
Ezio Melottiaf8838f2013-03-11 09:30:21 +0200330 >>> class Shape:
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300331 ... def __dir__(self):
332 ... return ['area', 'perimeter', 'location']
Raymond Hettinger90289282011-06-01 16:17:23 -0700333 >>> s = Shape()
334 >>> dir(s)
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300335 ['area', 'location', 'perimeter']
Georg Brandl116aa622007-08-15 14:28:22 +0000336
337 .. note::
338
339 Because :func:`dir` is supplied primarily as a convenience for use at an
Georg Brandl036490d2009-05-17 13:00:36 +0000340 interactive prompt, it tries to supply an interesting set of names more
341 than it tries to supply a rigorously or consistently defined set of names,
342 and its detailed behavior may change across releases. For example,
343 metaclass attributes are not in the result list when the argument is a
344 class.
Georg Brandl116aa622007-08-15 14:28:22 +0000345
346
347.. function:: divmod(a, b)
348
349 Take two (non complex) numbers as arguments and return a pair of numbers
Georg Brandl036490d2009-05-17 13:00:36 +0000350 consisting of their quotient and remainder when using integer division. With
351 mixed operand types, the rules for binary arithmetic operators apply. For
352 integers, the result is the same as ``(a // b, a % b)``. For floating point
353 numbers the result is ``(q, a % b)``, where *q* is usually ``math.floor(a /
354 b)`` but may be 1 less than that. In any case ``q * b + a % b`` is very
355 close to *a*, if ``a % b`` is non-zero it has the same sign as *b*, and ``0
356 <= abs(a % b) < abs(b)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000357
Georg Brandl116aa622007-08-15 14:28:22 +0000358
Georg Brandl036490d2009-05-17 13:00:36 +0000359.. function:: enumerate(iterable, start=0)
Georg Brandl116aa622007-08-15 14:28:22 +0000360
Georg Brandld11ae5d2008-05-16 13:27:32 +0000361 Return an enumerate object. *iterable* must be a sequence, an
Ezio Melotti7fa82222012-10-12 13:42:08 +0300362 :term:`iterator`, or some other object which supports iteration.
363 The :meth:`~iterator.__next__` method of the iterator returned by
364 :func:`enumerate` returns a tuple containing a count (from *start* which
365 defaults to 0) and the values obtained from iterating over *iterable*.
Georg Brandl116aa622007-08-15 14:28:22 +0000366
Raymond Hettinger9d3df6d2011-06-25 15:00:14 +0200367 >>> seasons = ['Spring', 'Summer', 'Fall', 'Winter']
368 >>> list(enumerate(seasons))
369 [(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]
370 >>> list(enumerate(seasons, start=1))
371 [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
Raymond Hettinger90289282011-06-01 16:17:23 -0700372
373 Equivalent to::
374
375 def enumerate(sequence, start=0):
376 n = start
377 for elem in sequence:
378 yield n, elem
379 n += 1
Georg Brandl116aa622007-08-15 14:28:22 +0000380
Georg Brandl116aa622007-08-15 14:28:22 +0000381
Georg Brandl036490d2009-05-17 13:00:36 +0000382.. function:: eval(expression, globals=None, locals=None)
Georg Brandl116aa622007-08-15 14:28:22 +0000383
384 The arguments are a string and optional globals and locals. If provided,
385 *globals* must be a dictionary. If provided, *locals* can be any mapping
386 object.
387
Georg Brandl116aa622007-08-15 14:28:22 +0000388 The *expression* argument is parsed and evaluated as a Python expression
389 (technically speaking, a condition list) using the *globals* and *locals*
Georg Brandl9afde1c2007-11-01 20:32:30 +0000390 dictionaries as global and local namespace. If the *globals* dictionary is
Georg Brandl116aa622007-08-15 14:28:22 +0000391 present and lacks '__builtins__', the current globals are copied into *globals*
392 before *expression* is parsed. This means that *expression* normally has full
Georg Brandl1a3284e2007-12-02 09:40:06 +0000393 access to the standard :mod:`builtins` module and restricted environments are
Georg Brandl116aa622007-08-15 14:28:22 +0000394 propagated. If the *locals* dictionary is omitted it defaults to the *globals*
395 dictionary. If both dictionaries are omitted, the expression is executed in the
Christian Heimes5b5e81c2007-12-31 16:14:33 +0000396 environment where :func:`eval` is called. The return value is the result of
Christian Heimesfe337bf2008-03-23 21:54:12 +0000397 the evaluated expression. Syntax errors are reported as exceptions. Example:
Georg Brandl116aa622007-08-15 14:28:22 +0000398
399 >>> x = 1
Georg Brandl6911e3c2007-09-04 07:15:32 +0000400 >>> eval('x+1')
Georg Brandl116aa622007-08-15 14:28:22 +0000401 2
402
Benjamin Peterson3e4f0552008-09-02 00:31:15 +0000403 This function can also be used to execute arbitrary code objects (such as
404 those created by :func:`compile`). In this case pass a code object instead
405 of a string. If the code object has been compiled with ``'exec'`` as the
Georg Brandl1f70cdf2010-03-21 09:04:24 +0000406 *mode* argument, :func:`eval`\'s return value will be ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000407
408 Hints: dynamic execution of statements is supported by the :func:`exec`
409 function. The :func:`globals` and :func:`locals` functions
410 returns the current global and local dictionary, respectively, which may be
411 useful to pass around for use by :func:`eval` or :func:`exec`.
412
Georg Brandl05bfcc52010-07-11 09:42:10 +0000413 See :func:`ast.literal_eval` for a function that can safely evaluate strings
414 with expressions containing only literals.
415
Berker Peksag3410af42014-07-04 15:06:45 +0300416.. index:: builtin: exec
Georg Brandl116aa622007-08-15 14:28:22 +0000417
418.. function:: exec(object[, globals[, locals]])
419
Benjamin Petersond3013ff2008-11-11 21:43:42 +0000420 This function supports dynamic execution of Python code. *object* must be
421 either a string or a code object. If it is a string, the string is parsed as
422 a suite of Python statements which is then executed (unless a syntax error
Georg Brandl47f27a32009-03-31 16:57:13 +0000423 occurs). [#]_ If it is a code object, it is simply executed. In all cases,
424 the code that's executed is expected to be valid as file input (see the
425 section "File input" in the Reference Manual). Be aware that the
426 :keyword:`return` and :keyword:`yield` statements may not be used outside of
427 function definitions even within the context of code passed to the
428 :func:`exec` function. The return value is ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000429
430 In all cases, if the optional parts are omitted, the code is executed in the
431 current scope. If only *globals* is provided, it must be a dictionary, which
432 will be used for both the global and the local variables. If *globals* and
433 *locals* are given, they are used for the global and local variables,
Terry Jan Reedy83efd6c2012-07-08 17:36:14 -0400434 respectively. If provided, *locals* can be any mapping object. Remember
435 that at module level, globals and locals are the same dictionary. If exec
436 gets two separate objects as *globals* and *locals*, the code will be
437 executed as if it were embedded in a class definition.
Georg Brandl116aa622007-08-15 14:28:22 +0000438
439 If the *globals* dictionary does not contain a value for the key
440 ``__builtins__``, a reference to the dictionary of the built-in module
Georg Brandl1a3284e2007-12-02 09:40:06 +0000441 :mod:`builtins` is inserted under that key. That way you can control what
Georg Brandl116aa622007-08-15 14:28:22 +0000442 builtins are available to the executed code by inserting your own
443 ``__builtins__`` dictionary into *globals* before passing it to :func:`exec`.
444
445 .. note::
446
447 The built-in functions :func:`globals` and :func:`locals` return the current
448 global and local dictionary, respectively, which may be useful to pass around
449 for use as the second and third argument to :func:`exec`.
450
Georg Brandle720c0a2009-04-27 16:20:50 +0000451 .. note::
Georg Brandl116aa622007-08-15 14:28:22 +0000452
453 The default *locals* act as described for function :func:`locals` below:
Georg Brandlf6945182008-02-01 11:56:49 +0000454 modifications to the default *locals* dictionary should not be attempted.
455 Pass an explicit *locals* dictionary if you need to see effects of the
456 code on *locals* after function :func:`exec` returns.
Georg Brandl116aa622007-08-15 14:28:22 +0000457
458
459.. function:: filter(function, iterable)
460
Georg Brandl952aea22007-09-04 17:50:40 +0000461 Construct an iterator from those elements of *iterable* for which *function*
462 returns true. *iterable* may be either a sequence, a container which
Georg Brandl9afde1c2007-11-01 20:32:30 +0000463 supports iteration, or an iterator. If *function* is ``None``, the identity
464 function is assumed, that is, all elements of *iterable* that are false are
465 removed.
Georg Brandl116aa622007-08-15 14:28:22 +0000466
Georg Brandl952aea22007-09-04 17:50:40 +0000467 Note that ``filter(function, iterable)`` is equivalent to the generator
468 expression ``(item for item in iterable if function(item))`` if function is
469 not ``None`` and ``(item for item in iterable if item)`` if function is
470 ``None``.
Georg Brandl116aa622007-08-15 14:28:22 +0000471
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000472 See :func:`itertools.filterfalse` for the complementary function that returns
473 elements of *iterable* for which *function* returns false.
474
Georg Brandl116aa622007-08-15 14:28:22 +0000475
Georg Brandleb7e8f62014-10-06 13:54:36 +0200476.. class:: float([x])
Georg Brandl116aa622007-08-15 14:28:22 +0000477
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000478 .. index::
479 single: NaN
480 single: Infinity
Georg Brandl116aa622007-08-15 14:28:22 +0000481
Georg Brandleb7e8f62014-10-06 13:54:36 +0200482 Return a floating point number constructed from a number or string *x*.
Georg Brandl116aa622007-08-15 14:28:22 +0000483
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000484 If the argument is a string, it should contain a decimal number, optionally
485 preceded by a sign, and optionally embedded in whitespace. The optional
486 sign may be ``'+'`` or ``'-'``; a ``'+'`` sign has no effect on the value
487 produced. The argument may also be a string representing a NaN
488 (not-a-number), or a positive or negative infinity. More precisely, the
489 input must conform to the following grammar after leading and trailing
490 whitespace characters are removed:
Georg Brandl116aa622007-08-15 14:28:22 +0000491
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000492 .. productionlist::
493 sign: "+" | "-"
494 infinity: "Infinity" | "inf"
495 nan: "nan"
Georg Brandl46402372010-12-04 19:06:18 +0000496 numeric_value: `floatnumber` | `infinity` | `nan`
497 numeric_string: [`sign`] `numeric_value`
Mark Dickinson47c74ac2010-11-21 21:09:58 +0000498
499 Here ``floatnumber`` is the form of a Python floating-point literal,
500 described in :ref:`floating`. Case is not significant, so, for example,
501 "inf", "Inf", "INFINITY" and "iNfINity" are all acceptable spellings for
502 positive infinity.
503
504 Otherwise, if the argument is an integer or a floating point number, a
505 floating point number with the same value (within Python's floating point
506 precision) is returned. If the argument is outside the range of a Python
507 float, an :exc:`OverflowError` will be raised.
508
509 For a general Python object ``x``, ``float(x)`` delegates to
510 ``x.__float__()``.
511
512 If no argument is given, ``0.0`` is returned.
513
514 Examples::
515
516 >>> float('+1.23')
517 1.23
518 >>> float(' -12345\n')
519 -12345.0
520 >>> float('1e-003')
521 0.001
522 >>> float('+1E6')
523 1000000.0
524 >>> float('-Infinity')
525 -inf
Georg Brandl116aa622007-08-15 14:28:22 +0000526
527 The float type is described in :ref:`typesnumeric`.
528
Chris Jerdonekbb4e9412012-11-28 01:38:40 -0800529 .. index::
530 single: __format__
531 single: string; format() (built-in function)
532
Éric Araujo9edd9f02011-09-01 23:08:55 +0200533
Georg Brandl4b491312007-08-31 09:22:56 +0000534.. function:: format(value[, format_spec])
535
Georg Brandl5579ba92009-02-23 10:24:05 +0000536 Convert a *value* to a "formatted" representation, as controlled by
537 *format_spec*. The interpretation of *format_spec* will depend on the type
538 of the *value* argument, however there is a standard formatting syntax that
539 is used by most built-in types: :ref:`formatspec`.
Georg Brandl48310cd2009-01-03 21:18:54 +0000540
Raymond Hettinger30439b22011-05-11 10:47:27 -0700541 The default *format_spec* is an empty string which usually gives the same
Chris Jerdonek5fae0e52012-11-20 17:45:51 -0800542 effect as calling :func:`str(value) <str>`.
Georg Brandl4b491312007-08-31 09:22:56 +0000543
Raymond Hettinger30439b22011-05-11 10:47:27 -0700544 A call to ``format(value, format_spec)`` is translated to
Georg Brandle4196d32014-10-31 09:41:46 +0100545 ``type(value).__format__(value, format_spec)`` which bypasses the instance
Raymond Hettinger30439b22011-05-11 10:47:27 -0700546 dictionary when searching for the value's :meth:`__format__` method. A
Larry Hastings3732ed22014-03-15 21:13:56 -0700547 :exc:`TypeError` exception is raised if the method search reaches
548 :mod:`object` and the *format_spec* is non-empty, or if either the
549 *format_spec* or the return value are not strings.
Georg Brandl4b491312007-08-31 09:22:56 +0000550
Larry Hastings3732ed22014-03-15 21:13:56 -0700551 .. versionchanged:: 3.4
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200552 ``object().__format__(format_spec)`` raises :exc:`TypeError`
Larry Hastings3732ed22014-03-15 21:13:56 -0700553 if *format_spec* is not an empty string.
Andrew Svetlov0794fe02012-12-23 15:12:19 +0200554
Éric Araujo9edd9f02011-09-01 23:08:55 +0200555
556.. _func-frozenset:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200557.. class:: frozenset([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +0000558 :noindex:
559
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800560 Return a new :class:`frozenset` object, optionally with elements taken from
561 *iterable*. ``frozenset`` is a built-in class. See :class:`frozenset` and
562 :ref:`types-set` for documentation about this class.
Georg Brandl116aa622007-08-15 14:28:22 +0000563
Chris Jerdonekdf3abec2012-11-09 18:57:32 -0800564 For other containers see the built-in :class:`set`, :class:`list`,
565 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
566 module.
Georg Brandl116aa622007-08-15 14:28:22 +0000567
Georg Brandl116aa622007-08-15 14:28:22 +0000568
569.. function:: getattr(object, name[, default])
570
Georg Brandl8e4ddcf2010-10-16 18:51:05 +0000571 Return the value of the named attribute of *object*. *name* must be a string.
Georg Brandl116aa622007-08-15 14:28:22 +0000572 If the string is the name of one of the object's attributes, the result is the
573 value of that attribute. For example, ``getattr(x, 'foobar')`` is equivalent to
574 ``x.foobar``. If the named attribute does not exist, *default* is returned if
575 provided, otherwise :exc:`AttributeError` is raised.
576
577
578.. function:: globals()
579
580 Return a dictionary representing the current global symbol table. This is always
581 the dictionary of the current module (inside a function or method, this is the
582 module where it is defined, not the module from which it is called).
583
584
585.. function:: hasattr(object, name)
586
Benjamin Peterson17689992010-08-24 03:26:23 +0000587 The arguments are an object and a string. The result is ``True`` if the
588 string is the name of one of the object's attributes, ``False`` if not. (This
589 is implemented by calling ``getattr(object, name)`` and seeing whether it
590 raises an :exc:`AttributeError` or not.)
Georg Brandl116aa622007-08-15 14:28:22 +0000591
592
593.. function:: hash(object)
594
Barry Warsaw224a5992013-07-15 14:47:29 -0400595 Return the hash value of the object (if it has one). Hash values are
596 integers. They are used to quickly compare dictionary keys during a
597 dictionary lookup. Numeric values that compare equal have the same hash
598 value (even if they are of different types, as is the case for 1 and 1.0).
Georg Brandl116aa622007-08-15 14:28:22 +0000599
Barry Warsaw224a5992013-07-15 14:47:29 -0400600 .. note::
601
602 For object's with custom :meth:`__hash__` methods, note that :func:`hash`
603 truncates the return value based on the bit width of the host machine.
604 See :meth:`__hash__` for details.
Georg Brandl116aa622007-08-15 14:28:22 +0000605
606.. function:: help([object])
607
608 Invoke the built-in help system. (This function is intended for interactive
609 use.) If no argument is given, the interactive help system starts on the
610 interpreter console. If the argument is a string, then the string is looked up
611 as the name of a module, function, class, method, keyword, or documentation
612 topic, and a help page is printed on the console. If the argument is any other
613 kind of object, a help page on the object is generated.
614
Christian Heimes9bd667a2008-01-20 15:14:11 +0000615 This function is added to the built-in namespace by the :mod:`site` module.
616
Larry Hastings3732ed22014-03-15 21:13:56 -0700617 .. versionchanged:: 3.4
618 Changes to :mod:`pydoc` and :mod:`inspect` mean that the reported
619 signatures for callables are now more comprehensive and consistent.
620
Georg Brandl116aa622007-08-15 14:28:22 +0000621
622.. function:: hex(x)
623
Larry Hastings3732ed22014-03-15 21:13:56 -0700624 Convert an integer number to a lowercase hexadecimal string
625 prefixed with "0x", for example:
626
627 >>> hex(255)
628 '0xff'
629 >>> hex(-42)
630 '-0x2a'
631
632 If x is not a Python :class:`int` object, it has to define an __index__()
633 method that returns an integer.
634
635 See also :func:`int` for converting a hexadecimal string to an
636 integer using a base of 16.
Georg Brandl116aa622007-08-15 14:28:22 +0000637
Mark Dickinson36cea392009-10-03 10:18:40 +0000638 .. note::
639
640 To obtain a hexadecimal string representation for a float, use the
641 :meth:`float.hex` method.
642
Georg Brandl116aa622007-08-15 14:28:22 +0000643
644.. function:: id(object)
645
Georg Brandlba956ae2007-11-29 17:24:34 +0000646 Return the "identity" of an object. This is an integer which
Georg Brandl116aa622007-08-15 14:28:22 +0000647 is guaranteed to be unique and constant for this object during its lifetime.
Georg Brandl495f7b52009-10-27 15:28:25 +0000648 Two objects with non-overlapping lifetimes may have the same :func:`id`
649 value.
650
Éric Araujof33de712011-05-27 04:42:47 +0200651 .. impl-detail:: This is the address of the object in memory.
Georg Brandl116aa622007-08-15 14:28:22 +0000652
653
Georg Brandlc0902982007-09-12 21:29:27 +0000654.. function:: input([prompt])
655
656 If the *prompt* argument is present, it is written to standard output without
657 a trailing newline. The function then reads a line from input, converts it
658 to a string (stripping a trailing newline), and returns that. When EOF is
659 read, :exc:`EOFError` is raised. Example::
660
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300661 >>> s = input('--> ') # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000662 --> Monty Python's Flying Circus
Andrew Svetlov439e17f2012-08-12 15:16:42 +0300663 >>> s # doctest: +SKIP
Georg Brandlc0902982007-09-12 21:29:27 +0000664 "Monty Python's Flying Circus"
665
Georg Brandl7b469422007-09-12 21:32:27 +0000666 If the :mod:`readline` module was loaded, then :func:`input` will use it
Georg Brandlc0902982007-09-12 21:29:27 +0000667 to provide elaborate line editing and history features.
668
669
Georg Brandleb7e8f62014-10-06 13:54:36 +0200670.. class:: int(x=0)
671 int(x, base=10)
Georg Brandl116aa622007-08-15 14:28:22 +0000672
Georg Brandleb7e8f62014-10-06 13:54:36 +0200673 Return an integer object constructed from a number or string *x*, or return
674 ``0`` if no arguments are given. If *x* is a number, return
675 :meth:`x.__int__() <object.__int__>`. For floating point numbers, this
676 truncates towards zero.
Chris Jerdonek57491e02012-09-28 00:10:44 -0700677
678 If *x* is not a number or if *base* is given, then *x* must be a string,
679 :class:`bytes`, or :class:`bytearray` instance representing an :ref:`integer
680 literal <integers>` in radix *base*. Optionally, the literal can be
681 preceded by ``+`` or ``-`` (with no space in between) and surrounded by
682 whitespace. A base-n literal consists of the digits 0 to n-1, with ``a``
683 to ``z`` (or ``A`` to ``Z``) having
Georg Brandl1b5ab452009-08-13 07:56:35 +0000684 values 10 to 35. The default *base* is 10. The allowed values are 0 and 2-36.
Georg Brandl225d3c82008-04-09 18:45:14 +0000685 Base-2, -8, and -16 literals can be optionally prefixed with ``0b``/``0B``,
Georg Brandl1b5ab452009-08-13 07:56:35 +0000686 ``0o``/``0O``, or ``0x``/``0X``, as with integer literals in code. Base 0
687 means to interpret exactly as a code literal, so that the actual base is 2,
Georg Brandl225d3c82008-04-09 18:45:14 +0000688 8, 10, or 16, and so that ``int('010', 0)`` is not legal, while
689 ``int('010')`` is, as well as ``int('010', 8)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000690
691 The integer type is described in :ref:`typesnumeric`.
692
Mark Dickinson07c71362013-01-27 10:17:52 +0000693 .. versionchanged:: 3.4
694 If *base* is not an instance of :class:`int` and the *base* object has a
695 :meth:`base.__index__ <object.__index__>` method, that method is called
696 to obtain an integer for the base. Previous versions used
697 :meth:`base.__int__ <object.__int__>` instead of :meth:`base.__index__
698 <object.__index__>`.
Georg Brandl116aa622007-08-15 14:28:22 +0000699
700.. function:: isinstance(object, classinfo)
701
Georg Brandl85eb8c12007-08-31 16:33:38 +0000702 Return true if the *object* argument is an instance of the *classinfo*
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200703 argument, or of a (direct, indirect or :term:`virtual <abstract base
704 class>`) subclass thereof. If *object* is not
Georg Brandl85eb8c12007-08-31 16:33:38 +0000705 an object of the given type, the function always returns false. If
706 *classinfo* is not a class (type object), it may be a tuple of type objects,
707 or may recursively contain other such tuples (other sequence types are not
708 accepted). If *classinfo* is not a type or tuple of types and such tuples,
709 a :exc:`TypeError` exception is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000710
Georg Brandl116aa622007-08-15 14:28:22 +0000711
712.. function:: issubclass(class, classinfo)
713
Éric Araujoe8b7eb02011-08-19 02:17:03 +0200714 Return true if *class* is a subclass (direct, indirect or :term:`virtual
715 <abstract base class>`) of *classinfo*. A
Georg Brandl116aa622007-08-15 14:28:22 +0000716 class is considered a subclass of itself. *classinfo* may be a tuple of class
717 objects, in which case every entry in *classinfo* will be checked. In any other
718 case, a :exc:`TypeError` exception is raised.
719
Georg Brandl116aa622007-08-15 14:28:22 +0000720
Georg Brandl036490d2009-05-17 13:00:36 +0000721.. function:: iter(object[, sentinel])
Georg Brandl116aa622007-08-15 14:28:22 +0000722
Georg Brandl036490d2009-05-17 13:00:36 +0000723 Return an :term:`iterator` object. The first argument is interpreted very
724 differently depending on the presence of the second argument. Without a
725 second argument, *object* must be a collection object which supports the
726 iteration protocol (the :meth:`__iter__` method), or it must support the
727 sequence protocol (the :meth:`__getitem__` method with integer arguments
728 starting at ``0``). If it does not support either of those protocols,
729 :exc:`TypeError` is raised. If the second argument, *sentinel*, is given,
730 then *object* must be a callable object. The iterator created in this case
Ezio Melotti7fa82222012-10-12 13:42:08 +0300731 will call *object* with no arguments for each call to its
732 :meth:`~iterator.__next__` method; if the value returned is equal to
733 *sentinel*, :exc:`StopIteration` will be raised, otherwise the value will
734 be returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000735
Chris Jerdonek006d9072012-10-12 20:28:26 -0700736 See also :ref:`typeiter`.
737
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000738 One useful application of the second form of :func:`iter` is to read lines of
739 a file until a certain line is reached. The following example reads a file
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +0300740 until the :meth:`~io.TextIOBase.readline` method returns an empty string::
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000741
Raymond Hettinger90289282011-06-01 16:17:23 -0700742 with open('mydata.txt') as fp:
743 for line in iter(fp.readline, ''):
Benjamin Petersonf07d0022009-03-21 17:31:58 +0000744 process_line(line)
745
Georg Brandl116aa622007-08-15 14:28:22 +0000746
747.. function:: len(s)
748
749 Return the length (the number of items) of an object. The argument may be a
Terry Jan Reedyf2fb73f2014-06-16 03:05:37 -0400750 sequence (such as a string, bytes, tuple, list, or range) or a collection
751 (such as a dictionary, set, or frozen set).
Georg Brandl116aa622007-08-15 14:28:22 +0000752
753
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000754.. _func-list:
Georg Brandleb7e8f62014-10-06 13:54:36 +0200755.. class:: list([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000756 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +0000757
Nick Coghlan83c0ae52012-08-21 17:42:52 +1000758 Rather than being a function, :class:`list` is actually a mutable
Chris Jerdonek006d9072012-10-12 20:28:26 -0700759 sequence type, as documented in :ref:`typesseq-list` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +0000760
Georg Brandl036490d2009-05-17 13:00:36 +0000761
Georg Brandl116aa622007-08-15 14:28:22 +0000762.. function:: locals()
763
764 Update and return a dictionary representing the current local symbol table.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000765 Free variables are returned by :func:`locals` when it is called in function
766 blocks, but not in class blocks.
Georg Brandl116aa622007-08-15 14:28:22 +0000767
Georg Brandle720c0a2009-04-27 16:20:50 +0000768 .. note::
Georg Brandl036490d2009-05-17 13:00:36 +0000769 The contents of this dictionary should not be modified; changes may not
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +0000770 affect the values of local and free variables used by the interpreter.
Georg Brandl116aa622007-08-15 14:28:22 +0000771
772.. function:: map(function, iterable, ...)
773
Georg Brandl952aea22007-09-04 17:50:40 +0000774 Return an iterator that applies *function* to every item of *iterable*,
775 yielding the results. If additional *iterable* arguments are passed,
776 *function* must take that many arguments and is applied to the items from all
Georg Brandlde2b00e2008-05-05 21:04:12 +0000777 iterables in parallel. With multiple iterables, the iterator stops when the
Raymond Hettingercdf8ba32009-02-19 04:45:07 +0000778 shortest iterable is exhausted. For cases where the function inputs are
779 already arranged into argument tuples, see :func:`itertools.starmap`\.
Georg Brandlde2b00e2008-05-05 21:04:12 +0000780
Georg Brandl116aa622007-08-15 14:28:22 +0000781
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700782.. function:: max(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300783 max(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000784
Ezio Melottie0add762012-09-14 06:32:35 +0300785 Return the largest item in an iterable or the largest of two or more
786 arguments.
787
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700788 If one positional argument is provided, it should be an :term:`iterable`.
789 The largest item in the iterable is returned. If two or more positional
Raymond Hettingerb30b34c2014-04-03 08:01:22 -0700790 arguments are provided, the largest of the positional arguments is
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700791 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000792
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700793 There are two optional keyword-only arguments. The *key* argument specifies
794 a one-argument ordering function like that used for :meth:`list.sort`. The
795 *default* argument specifies an object to return if the provided iterable is
796 empty. If the iterable is empty and *default* is not provided, a
797 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000798
Georg Brandl682d7e02010-10-06 10:26:05 +0000799 If multiple items are maximal, the function returns the first one
800 encountered. This is consistent with other sort-stability preserving tools
801 such as ``sorted(iterable, key=keyfunc, reverse=True)[0]`` and
Raymond Hettinger476a31e2010-09-14 23:13:42 +0000802 ``heapq.nlargest(1, iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000803
Larry Hastings3732ed22014-03-15 21:13:56 -0700804 .. versionadded:: 3.4
805 The *default* keyword-only argument.
806
Éric Araujo9edd9f02011-09-01 23:08:55 +0200807
808.. _func-memoryview:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000809.. function:: memoryview(obj)
Benjamin Peterson6dfcb022008-09-10 21:02:02 +0000810 :noindex:
Georg Brandl85eb8c12007-08-31 16:33:38 +0000811
Benjamin Peterson1b25b922008-09-09 22:15:27 +0000812 Return a "memory view" object created from the given argument. See
813 :ref:`typememoryview` for more information.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000814
815
Raymond Hettingerf4284e42014-04-02 00:58:47 -0700816.. function:: min(iterable, *[, key, default])
Ezio Melottie0add762012-09-14 06:32:35 +0300817 min(arg1, arg2, *args[, key])
Georg Brandl116aa622007-08-15 14:28:22 +0000818
Ezio Melottie0add762012-09-14 06:32:35 +0300819 Return the smallest item in an iterable or the smallest of two or more
820 arguments.
821
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700822 If one positional argument is provided, it should be an :term:`iterable`.
823 The smallest item in the iterable is returned. If two or more positional
824 arguments are provided, the smallest of the positional arguments is
825 returned.
Georg Brandl116aa622007-08-15 14:28:22 +0000826
Raymond Hettinger4d6018f2013-06-24 22:43:02 -0700827 There are two optional keyword-only arguments. The *key* argument specifies
828 a one-argument ordering function like that used for :meth:`list.sort`. The
829 *default* argument specifies an object to return if the provided iterable is
830 empty. If the iterable is empty and *default* is not provided, a
831 :exc:`ValueError` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000832
Georg Brandl682d7e02010-10-06 10:26:05 +0000833 If multiple items are minimal, the function returns the first one
834 encountered. This is consistent with other sort-stability preserving tools
835 such as ``sorted(iterable, key=keyfunc)[0]`` and ``heapq.nsmallest(1,
836 iterable, key=keyfunc)``.
Georg Brandl116aa622007-08-15 14:28:22 +0000837
Larry Hastings3732ed22014-03-15 21:13:56 -0700838 .. versionadded:: 3.4
839 The *default* keyword-only argument.
840
Georg Brandldf48b972014-03-24 09:06:18 +0100841
Georg Brandl116aa622007-08-15 14:28:22 +0000842.. function:: next(iterator[, default])
843
Ezio Melotti7fa82222012-10-12 13:42:08 +0300844 Retrieve the next item from the *iterator* by calling its
845 :meth:`~iterator.__next__` method. If *default* is given, it is returned
846 if the iterator is exhausted, otherwise :exc:`StopIteration` is raised.
Georg Brandl116aa622007-08-15 14:28:22 +0000847
848
Georg Brandleb7e8f62014-10-06 13:54:36 +0200849.. class:: object()
Georg Brandl116aa622007-08-15 14:28:22 +0000850
Georg Brandl85eb8c12007-08-31 16:33:38 +0000851 Return a new featureless object. :class:`object` is a base for all classes.
Georg Brandl55ac8f02007-09-01 13:51:09 +0000852 It has the methods that are common to all instances of Python classes. This
853 function does not accept any arguments.
Georg Brandl85eb8c12007-08-31 16:33:38 +0000854
855 .. note::
856
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +0300857 :class:`object` does *not* have a :attr:`~object.__dict__`, so you can't
858 assign arbitrary attributes to an instance of the :class:`object` class.
Georg Brandl116aa622007-08-15 14:28:22 +0000859
Georg Brandl116aa622007-08-15 14:28:22 +0000860
861.. function:: oct(x)
862
863 Convert an integer number to an octal string. The result is a valid Python
864 expression. If *x* is not a Python :class:`int` object, it has to define an
865 :meth:`__index__` method that returns an integer.
866
Georg Brandl116aa622007-08-15 14:28:22 +0000867
R David Murray9f0c9402012-08-17 20:33:54 -0400868 .. index::
869 single: file object; open() built-in function
870
Ross Lagerwall59142db2011-10-31 20:34:46 +0200871.. function:: open(file, mode='r', buffering=-1, encoding=None, errors=None, newline=None, closefd=True, opener=None)
Georg Brandl116aa622007-08-15 14:28:22 +0000872
R David Murray9f0c9402012-08-17 20:33:54 -0400873 Open *file* and return a corresponding :term:`file object`. If the file
R David Murray8eac5752012-08-17 20:38:19 -0400874 cannot be opened, an :exc:`OSError` is raised.
Georg Brandl48310cd2009-01-03 21:18:54 +0000875
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +0000876 *file* is either a string or bytes object giving the pathname (absolute or
877 relative to the current working directory) of the file to be opened or
Georg Brandl76e55382008-10-08 16:34:57 +0000878 an integer file descriptor of the file to be wrapped. (If a file descriptor
879 is given, it is closed when the returned I/O object is closed, unless
880 *closefd* is set to ``False``.)
Georg Brandl116aa622007-08-15 14:28:22 +0000881
Mark Summerfieldecff60e2007-12-14 10:07:44 +0000882 *mode* is an optional string that specifies the mode in which the file is
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +0000883 opened. It defaults to ``'r'`` which means open for reading in text mode.
884 Other common values are ``'w'`` for writing (truncating the file if it
Charles-François Natalib93f9fa2012-05-20 11:41:53 +0200885 already exists), ``'x'`` for exclusive creation and ``'a'`` for appending
886 (which on *some* Unix systems, means that *all* writes append to the end of
887 the file regardless of the current seek position). In text mode, if
Victor Stinnerf86a5e82012-06-05 13:43:22 +0200888 *encoding* is not specified the encoding used is platform dependent:
889 ``locale.getpreferredencoding(False)`` is called to get the current locale
890 encoding. (For reading and writing raw bytes use binary mode and leave
891 *encoding* unspecified.) The available modes are:
Georg Brandl116aa622007-08-15 14:28:22 +0000892
Benjamin Petersondd219122008-04-11 21:17:32 +0000893 ========= ===============================================================
894 Character Meaning
Georg Brandl44ea77b2013-03-28 13:28:44 +0100895 ========= ===============================================================
Benjamin Petersondd219122008-04-11 21:17:32 +0000896 ``'r'`` open for reading (default)
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +0000897 ``'w'`` open for writing, truncating the file first
Charles-François Natalib93f9fa2012-05-20 11:41:53 +0200898 ``'x'`` open for exclusive creation, failing if the file already exists
Benjamin Petersondd219122008-04-11 21:17:32 +0000899 ``'a'`` open for writing, appending to the end of the file if it exists
Georg Brandl7b6ca4a2009-04-27 06:13:55 +0000900 ``'b'`` binary mode
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +0000901 ``'t'`` text mode (default)
902 ``'+'`` open a disk file for updating (reading and writing)
Serhiy Storchaka6787a382013-11-23 22:12:06 +0200903 ``'U'`` :term:`universal newlines` mode (deprecated)
Benjamin Petersondd219122008-04-11 21:17:32 +0000904 ========= ===============================================================
Mark Summerfieldecff60e2007-12-14 10:07:44 +0000905
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +0000906 The default mode is ``'r'`` (open for reading text, synonym of ``'rt'``).
Benjamin Peterson6b4fa772010-08-30 13:19:53 +0000907 For binary read-write access, the mode ``'w+b'`` opens and truncates the file
908 to 0 bytes. ``'r+b'`` opens the file without truncation.
Skip Montanaro1c639602007-09-23 19:49:54 +0000909
Benjamin Peterson6b4fa772010-08-30 13:19:53 +0000910 As mentioned in the :ref:`io-overview`, Python distinguishes between binary
911 and text I/O. Files opened in binary mode (including ``'b'`` in the *mode*
912 argument) return contents as :class:`bytes` objects without any decoding. In
913 text mode (the default, or when ``'t'`` is included in the *mode* argument),
914 the contents of the file are returned as :class:`str`, the bytes having been
915 first decoded using a platform-dependent encoding or using the specified
916 *encoding* if given.
Mark Summerfieldecff60e2007-12-14 10:07:44 +0000917
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +0000918 .. note::
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +0000919
Benjamin Peterson6b4fa772010-08-30 13:19:53 +0000920 Python doesn't depend on the underlying operating system's notion of text
Ezio Melottie130a522011-10-19 10:58:56 +0300921 files; all the processing is done by Python itself, and is therefore
Benjamin Peterson6b4fa772010-08-30 13:19:53 +0000922 platform-independent.
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +0000923
Benjamin Peterson6b4fa772010-08-30 13:19:53 +0000924 *buffering* is an optional integer used to set the buffering policy. Pass 0
925 to switch buffering off (only allowed in binary mode), 1 to select line
926 buffering (only usable in text mode), and an integer > 1 to indicate the size
Terry Jan Reedydff04f42013-03-16 15:56:27 -0400927 in bytes of a fixed-size chunk buffer. When no *buffering* argument is
928 given, the default buffering policy works as follows:
Benjamin Peterson4e4ffb12010-08-30 12:46:09 +0000929
Benjamin Peterson6b4fa772010-08-30 13:19:53 +0000930 * Binary files are buffered in fixed-size chunks; the size of the buffer is
931 chosen using a heuristic trying to determine the underlying device's "block
932 size" and falling back on :attr:`io.DEFAULT_BUFFER_SIZE`. On many systems,
933 the buffer will typically be 4096 or 8192 bytes long.
934
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +0300935 * "Interactive" text files (files for which :meth:`~io.IOBase.isatty`
Serhiy Storchakafbc1c262013-11-29 12:17:13 +0200936 returns ``True``) use line buffering. Other text files use the policy
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +0300937 described above for binary files.
Georg Brandl48310cd2009-01-03 21:18:54 +0000938
Benjamin Petersondd219122008-04-11 21:17:32 +0000939 *encoding* is the name of the encoding used to decode or encode the file.
940 This should only be used in text mode. The default encoding is platform
Benjamin Peterson52c3bf12009-03-23 02:44:58 +0000941 dependent (whatever :func:`locale.getpreferredencoding` returns), but any
942 encoding supported by Python can be used. See the :mod:`codecs` module for
943 the list of supported encodings.
Mark Summerfieldecff60e2007-12-14 10:07:44 +0000944
Benjamin Peterson52c3bf12009-03-23 02:44:58 +0000945 *errors* is an optional string that specifies how encoding and decoding
Andrew Kuchlingc7b6c502013-06-16 12:58:48 -0400946 errors are to be handled--this cannot be used in binary mode.
947 A variety of standard error handlers are available, though any
948 error handling name that has been registered with
949 :func:`codecs.register_error` is also valid. The standard names
950 are:
951
952 * ``'strict'`` to raise a :exc:`ValueError` exception if there is
953 an encoding error. The default value of ``None`` has the same
954 effect.
955
956 * ``'ignore'`` ignores errors. Note that ignoring encoding errors
957 can lead to data loss.
958
959 * ``'replace'`` causes a replacement marker (such as ``'?'``) to be inserted
960 where there is malformed data.
961
962 * ``'surrogateescape'`` will represent any incorrect bytes as code
963 points in the Unicode Private Use Area ranging from U+DC80 to
964 U+DCFF. These private code points will then be turned back into
965 the same bytes when the ``surrogateescape`` error handler is used
966 when writing data. This is useful for processing files in an
967 unknown encoding.
968
969 * ``'xmlcharrefreplace'`` is only supported when writing to a file.
970 Characters not supported by the encoding are replaced with the
971 appropriate XML character reference ``&#nnn;``.
972
973 * ``'backslashreplace'`` (also only supported when writing)
974 replaces unsupported characters with Python's backslashed escape
975 sequences.
Mark Summerfieldecff60e2007-12-14 10:07:44 +0000976
R David Murray1b00f252012-08-15 10:43:58 -0400977 .. index::
978 single: universal newlines; open() built-in function
979
980 *newline* controls how :term:`universal newlines` mode works (it only
R David Murrayee0a9452012-08-15 11:05:36 -0400981 applies to text mode). It can be ``None``, ``''``, ``'\n'``, ``'\r'``, and
982 ``'\r\n'``. It works as follows:
Mark Summerfieldecff60e2007-12-14 10:07:44 +0000983
Georg Brandl296d1be2012-08-14 09:39:07 +0200984 * When reading input from the stream, if *newline* is ``None``, universal
985 newlines mode is enabled. Lines in the input can end in ``'\n'``,
986 ``'\r'``, or ``'\r\n'``, and these are translated into ``'\n'`` before
R David Murray1b00f252012-08-15 10:43:58 -0400987 being returned to the caller. If it is ``''``, universal newlines mode is
Georg Brandl296d1be2012-08-14 09:39:07 +0200988 enabled, but line endings are returned to the caller untranslated. If it
989 has any of the other legal values, input lines are only terminated by the
990 given string, and the line ending is returned to the caller untranslated.
Benjamin Petersondd219122008-04-11 21:17:32 +0000991
Georg Brandl296d1be2012-08-14 09:39:07 +0200992 * When writing output to the stream, if *newline* is ``None``, any ``'\n'``
993 characters written are translated to the system default line separator,
994 :data:`os.linesep`. If *newline* is ``''`` or ``'\n'``, no translation
995 takes place. If *newline* is any of the other legal values, any ``'\n'``
996 characters written are translated to the given string.
Benjamin Petersondd219122008-04-11 21:17:32 +0000997
Benjamin Peterson8cad9c72009-03-23 02:38:01 +0000998 If *closefd* is ``False`` and a file descriptor rather than a filename was
999 given, the underlying file descriptor will be kept open when the file is
1000 closed. If a filename is given *closefd* has no effect and must be ``True``
1001 (the default).
1002
Ross Lagerwall59142db2011-10-31 20:34:46 +02001003 A custom opener can be used by passing a callable as *opener*. The underlying
1004 file descriptor for the file object is then obtained by calling *opener* with
1005 (*file*, *flags*). *opener* must return an open file descriptor (passing
1006 :mod:`os.open` as *opener* results in functionality similar to passing
1007 ``None``).
1008
Victor Stinnerdaf45552013-08-28 00:53:59 +02001009 The newly created file is :ref:`non-inheritable <fd_inheritance>`.
1010
Éric Araujo5bd92702012-11-22 00:13:49 -05001011 The following example uses the :ref:`dir_fd <dir_fd>` parameter of the
Éric Araujo8f423c92012-11-03 17:06:52 -04001012 :func:`os.open` function to open a file relative to a given directory::
1013
1014 >>> import os
Éric Araujo5bd92702012-11-22 00:13:49 -05001015 >>> dir_fd = os.open('somedir', os.O_RDONLY)
1016 >>> def opener(path, flags):
1017 ... return os.open(path, flags, dir_fd=dir_fd)
Éric Araujo8f423c92012-11-03 17:06:52 -04001018 ...
Éric Araujo8f423c92012-11-03 17:06:52 -04001019 >>> with open('spamspam.txt', 'w', opener=opener) as f:
1020 ... print('This will be written to somedir/spamspam.txt', file=f)
1021 ...
Éric Araujo309b0432012-11-03 17:39:45 -04001022 >>> os.close(dir_fd) # don't leak a file descriptor
Éric Araujo8f423c92012-11-03 17:06:52 -04001023
R David Murray9f0c9402012-08-17 20:33:54 -04001024 The type of :term:`file object` returned by the :func:`open` function
R David Murray433ef3b2012-08-17 20:39:21 -04001025 depends on the mode. When :func:`open` is used to open a file in a text
1026 mode (``'w'``, ``'r'``, ``'wt'``, ``'rt'``, etc.), it returns a subclass of
Benjamin Peterson6b4fa772010-08-30 13:19:53 +00001027 :class:`io.TextIOBase` (specifically :class:`io.TextIOWrapper`). When used
1028 to open a file in a binary mode with buffering, the returned class is a
1029 subclass of :class:`io.BufferedIOBase`. The exact class varies: in read
1030 binary mode, it returns a :class:`io.BufferedReader`; in write binary and
1031 append binary modes, it returns a :class:`io.BufferedWriter`, and in
1032 read/write mode, it returns a :class:`io.BufferedRandom`. When buffering is
1033 disabled, the raw stream, a subclass of :class:`io.RawIOBase`,
1034 :class:`io.FileIO`, is returned.
Georg Brandl116aa622007-08-15 14:28:22 +00001035
1036 .. index::
1037 single: line-buffered I/O
1038 single: unbuffered I/O
1039 single: buffer size, I/O
1040 single: I/O control; buffering
Skip Montanaro4d8c1932007-09-23 21:13:45 +00001041 single: binary mode
1042 single: text mode
1043 module: sys
Georg Brandl116aa622007-08-15 14:28:22 +00001044
Benjamin Petersondd219122008-04-11 21:17:32 +00001045 See also the file handling modules, such as, :mod:`fileinput`, :mod:`io`
Benjamin Peterson8cad9c72009-03-23 02:38:01 +00001046 (where :func:`open` is declared), :mod:`os`, :mod:`os.path`, :mod:`tempfile`,
1047 and :mod:`shutil`.
Georg Brandl116aa622007-08-15 14:28:22 +00001048
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001049 .. versionchanged:: 3.3
Victor Stinnerdaf45552013-08-28 00:53:59 +02001050 The *opener* parameter was added.
1051 The ``'x'`` mode was added.
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001052 :exc:`IOError` used to be raised, it is now an alias of :exc:`OSError`.
Charles-François Natalib93f9fa2012-05-20 11:41:53 +02001053 :exc:`FileExistsError` is now raised if the file opened in exclusive
1054 creation mode (``'x'``) already exists.
Antoine Pitrou62ab10a02011-10-12 20:10:51 +02001055
Victor Stinnerdaf45552013-08-28 00:53:59 +02001056 .. versionchanged:: 3.4
1057 The file is now non-inheritable.
1058
Serhiy Storchaka6787a382013-11-23 22:12:06 +02001059 .. deprecated-removed:: 3.4 4.0
Victor Stinnerc803bd82014-10-22 09:55:44 +02001060
Serhiy Storchaka6787a382013-11-23 22:12:06 +02001061 The ``'U'`` mode.
1062
Georg Brandlf6945182008-02-01 11:56:49 +00001063
1064.. XXX works for bytes too, but should it?
Georg Brandl116aa622007-08-15 14:28:22 +00001065.. function:: ord(c)
1066
Ezio Melottic99c8582011-10-25 09:32:34 +03001067 Given a string representing one Unicode character, return an integer
Alexander Belopolsky5d4dd3e2010-11-18 18:50:13 +00001068 representing the Unicode code
1069 point of that character. For example, ``ord('a')`` returns the integer ``97``
Georg Brandlf6945182008-02-01 11:56:49 +00001070 and ``ord('\u2020')`` returns ``8224``. This is the inverse of :func:`chr`.
1071
Georg Brandl116aa622007-08-15 14:28:22 +00001072
1073.. function:: pow(x, y[, z])
1074
1075 Return *x* to the power *y*; if *z* is present, return *x* to the power *y*,
1076 modulo *z* (computed more efficiently than ``pow(x, y) % z``). The two-argument
1077 form ``pow(x, y)`` is equivalent to using the power operator: ``x**y``.
1078
Georg Brandle06de8b2008-05-05 21:42:51 +00001079 The arguments must have numeric types. With mixed operand types, the
1080 coercion rules for binary arithmetic operators apply. For :class:`int`
1081 operands, the result has the same type as the operands (after coercion)
1082 unless the second argument is negative; in that case, all arguments are
1083 converted to float and a float result is delivered. For example, ``10**2``
1084 returns ``100``, but ``10**-2`` returns ``0.01``. If the second argument is
1085 negative, the third argument must be omitted. If *z* is present, *x* and *y*
1086 must be of integer types, and *y* must be non-negative.
Georg Brandl116aa622007-08-15 14:28:22 +00001087
1088
Ezio Melotti8429b672012-09-14 06:35:09 +03001089.. function:: print(*objects, sep=' ', end='\\n', file=sys.stdout, flush=False)
Georg Brandlf6945182008-02-01 11:56:49 +00001090
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001091 Print *objects* to the text stream *file*, separated by *sep* and followed
1092 by *end*. *sep*, *end* and *file*, if present, must be given as keyword
Georg Brandlf6945182008-02-01 11:56:49 +00001093 arguments.
1094
1095 All non-keyword arguments are converted to strings like :func:`str` does and
1096 written to the stream, separated by *sep* and followed by *end*. Both *sep*
1097 and *end* must be strings; they can also be ``None``, which means to use the
Ezio Melottie0add762012-09-14 06:32:35 +03001098 default values. If no *objects* are given, :func:`print` will just write
Georg Brandlf6945182008-02-01 11:56:49 +00001099 *end*.
1100
1101 The *file* argument must be an object with a ``write(string)`` method; if it
Terry Jan Reedy1895f2b2014-10-01 15:37:42 -04001102 is not present or ``None``, :data:`sys.stdout` will be used. Since printed
1103 arguments are converted to text strings, :func:`print` cannot be used with
1104 binary mode file objects. For these, use ``file.write(...)`` instead.
1105
1106 Whether output is buffered is usually determined by *file*, but if the
1107 *flush* keyword argument is true, the stream is forcibly flushed.
Georg Brandlbc3b6822012-01-13 19:41:25 +01001108
1109 .. versionchanged:: 3.3
1110 Added the *flush* keyword argument.
Georg Brandlf6945182008-02-01 11:56:49 +00001111
1112
Georg Brandleb7e8f62014-10-06 13:54:36 +02001113.. class:: property(fget=None, fset=None, fdel=None, doc=None)
Georg Brandl116aa622007-08-15 14:28:22 +00001114
Georg Brandl85eb8c12007-08-31 16:33:38 +00001115 Return a property attribute.
Georg Brandl116aa622007-08-15 14:28:22 +00001116
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001117 *fget* is a function for getting an attribute value. *fset* is a function
1118 for setting an attribute value. *fdel* is a function for deleting an attribute
1119 value. And *doc* creates a docstring for the attribute.
1120
1121 A typical use is to define a managed attribute ``x``::
Georg Brandl116aa622007-08-15 14:28:22 +00001122
Éric Araujo28053fb2010-11-22 03:09:19 +00001123 class C:
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001124 def __init__(self):
1125 self._x = None
1126
1127 def getx(self):
1128 return self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001129
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001130 def setx(self, value):
1131 self._x = value
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001132
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001133 def delx(self):
1134 del self._x
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001135
Georg Brandl116aa622007-08-15 14:28:22 +00001136 x = property(getx, setx, delx, "I'm the 'x' property.")
1137
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001138 If *c* is an instance of *C*, ``c.x`` will invoke the getter,
Georg Brandl7528b9b2010-08-02 19:23:34 +00001139 ``c.x = value`` will invoke the setter and ``del c.x`` the deleter.
1140
Georg Brandl116aa622007-08-15 14:28:22 +00001141 If given, *doc* will be the docstring of the property attribute. Otherwise, the
1142 property will copy *fget*'s docstring (if it exists). This makes it possible to
Christian Heimesd8654cf2007-12-02 15:22:16 +00001143 create read-only properties easily using :func:`property` as a :term:`decorator`::
Georg Brandl116aa622007-08-15 14:28:22 +00001144
Éric Araujo28053fb2010-11-22 03:09:19 +00001145 class Parrot:
Georg Brandl116aa622007-08-15 14:28:22 +00001146 def __init__(self):
1147 self._voltage = 100000
1148
1149 @property
1150 def voltage(self):
1151 """Get the current voltage."""
1152 return self._voltage
1153
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001154 The ``@property`` decorator turns the :meth:`voltage` method into a "getter"
1155 for a read-only attribute with the same name, and it sets the docstring for
1156 *voltage* to "Get the current voltage."
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001157
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001158 A property object has :attr:`~property.getter`, :attr:`~property.setter`,
1159 and :attr:`~property.deleter` methods usable as decorators that create a
1160 copy of the property with the corresponding accessor function set to the
1161 decorated function. This is best explained with an example::
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001162
Éric Araujo28053fb2010-11-22 03:09:19 +00001163 class C:
Benjamin Peterson206e3072008-10-19 14:07:49 +00001164 def __init__(self):
1165 self._x = None
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001166
1167 @property
1168 def x(self):
1169 """I'm the 'x' property."""
1170 return self._x
1171
1172 @x.setter
1173 def x(self, value):
1174 self._x = value
1175
1176 @x.deleter
1177 def x(self):
1178 del self._x
1179
1180 This code is exactly equivalent to the first example. Be sure to give the
1181 additional functions the same name as the original property (``x`` in this
1182 case.)
1183
Raymond Hettingerac191ce2014-08-10 10:41:25 -07001184 The returned property object also has the attributes ``fget``, ``fset``, and
Alexandre Vassalotti5f8ced22008-05-16 00:03:33 +00001185 ``fdel`` corresponding to the constructor arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001186
Georg Brandl116aa622007-08-15 14:28:22 +00001187
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001188.. _func-range:
Ezio Melottie0add762012-09-14 06:32:35 +03001189.. function:: range(stop)
1190 range(start, stop[, step])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001191 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001192
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001193 Rather than being a function, :class:`range` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001194 sequence type, as documented in :ref:`typesseq-range` and :ref:`typesseq`.
Benjamin Peterson878ce382011-11-05 15:17:52 -04001195
Georg Brandl116aa622007-08-15 14:28:22 +00001196
1197.. function:: repr(object)
1198
Georg Brandl68ee3a52008-03-25 07:21:32 +00001199 Return a string containing a printable representation of an object. For many
1200 types, this function makes an attempt to return a string that would yield an
1201 object with the same value when passed to :func:`eval`, otherwise the
1202 representation is a string enclosed in angle brackets that contains the name
1203 of the type of the object together with additional information often
1204 including the name and address of the object. A class can control what this
1205 function returns for its instances by defining a :meth:`__repr__` method.
Georg Brandl116aa622007-08-15 14:28:22 +00001206
1207
1208.. function:: reversed(seq)
1209
Christian Heimes7f044312008-01-06 17:05:40 +00001210 Return a reverse :term:`iterator`. *seq* must be an object which has
1211 a :meth:`__reversed__` method or supports the sequence protocol (the
1212 :meth:`__len__` method and the :meth:`__getitem__` method with integer
1213 arguments starting at ``0``).
Georg Brandl116aa622007-08-15 14:28:22 +00001214
Georg Brandl116aa622007-08-15 14:28:22 +00001215
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001216.. function:: round(number[, ndigits])
Georg Brandl116aa622007-08-15 14:28:22 +00001217
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001218 Return the floating point value *number* rounded to *ndigits* digits after
1219 the decimal point. If *ndigits* is omitted, it defaults to zero. Delegates
1220 to ``number.__round__(ndigits)``.
Georg Brandl809ddaa2008-07-01 20:39:59 +00001221
1222 For the built-in types supporting :func:`round`, values are rounded to the
Mark Dickinson4e12ad12012-09-20 20:51:14 +01001223 closest multiple of 10 to the power minus *ndigits*; if two multiples are
1224 equally close, rounding is done toward the even choice (so, for example,
1225 both ``round(0.5)`` and ``round(-0.5)`` are ``0``, and ``round(1.5)`` is
1226 ``2``). The return value is an integer if called with one argument,
1227 otherwise of the same type as *number*.
Christian Heimes072c0f12008-01-03 23:01:04 +00001228
Mark Dickinsonc4fbcdc2010-07-30 13:13:02 +00001229 .. note::
1230
1231 The behavior of :func:`round` for floats can be surprising: for example,
1232 ``round(2.675, 2)`` gives ``2.67`` instead of the expected ``2.68``.
1233 This is not a bug: it's a result of the fact that most decimal fractions
1234 can't be represented exactly as a float. See :ref:`tut-fp-issues` for
1235 more information.
Georg Brandl116aa622007-08-15 14:28:22 +00001236
Éric Araujo9edd9f02011-09-01 23:08:55 +02001237
1238.. _func-set:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001239.. class:: set([iterable])
Georg Brandl116aa622007-08-15 14:28:22 +00001240 :noindex:
1241
Chris Jerdonekdf3abec2012-11-09 18:57:32 -08001242 Return a new :class:`set` object, optionally with elements taken from
1243 *iterable*. ``set`` is a built-in class. See :class:`set` and
1244 :ref:`types-set` for documentation about this class.
1245
1246 For other containers see the built-in :class:`frozenset`, :class:`list`,
1247 :class:`tuple`, and :class:`dict` classes, as well as the :mod:`collections`
1248 module.
Georg Brandl116aa622007-08-15 14:28:22 +00001249
Georg Brandl116aa622007-08-15 14:28:22 +00001250
1251.. function:: setattr(object, name, value)
1252
1253 This is the counterpart of :func:`getattr`. The arguments are an object, a
1254 string and an arbitrary value. The string may name an existing attribute or a
1255 new attribute. The function assigns the value to the attribute, provided the
1256 object allows it. For example, ``setattr(x, 'foobar', 123)`` is equivalent to
1257 ``x.foobar = 123``.
1258
1259
Georg Brandleb7e8f62014-10-06 13:54:36 +02001260.. class:: slice(stop)
1261 slice(start, stop[, step])
Georg Brandl116aa622007-08-15 14:28:22 +00001262
1263 .. index:: single: Numerical Python
1264
Christian Heimesd8654cf2007-12-02 15:22:16 +00001265 Return a :term:`slice` object representing the set of indices specified by
Georg Brandl116aa622007-08-15 14:28:22 +00001266 ``range(start, stop, step)``. The *start* and *step* arguments default to
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001267 ``None``. Slice objects have read-only data attributes :attr:`~slice.start`,
1268 :attr:`~slice.stop` and :attr:`~slice.step` which merely return the argument
1269 values (or their default). They have no other explicit functionality;
1270 however they are used by Numerical Python and other third party extensions.
1271 Slice objects are also generated when extended indexing syntax is used. For
1272 example: ``a[start:stop:step]`` or ``a[start:stop, i]``. See
1273 :func:`itertools.islice` for an alternate version that returns an iterator.
Georg Brandl116aa622007-08-15 14:28:22 +00001274
1275
Georg Brandl036490d2009-05-17 13:00:36 +00001276.. function:: sorted(iterable[, key][, reverse])
Georg Brandl116aa622007-08-15 14:28:22 +00001277
1278 Return a new sorted list from the items in *iterable*.
1279
Raymond Hettinger51b9c242008-02-14 13:52:24 +00001280 Has two optional arguments which must be specified as keyword arguments.
Georg Brandl116aa622007-08-15 14:28:22 +00001281
Georg Brandl116aa622007-08-15 14:28:22 +00001282 *key* specifies a function of one argument that is used to extract a comparison
Georg Brandl1f70cdf2010-03-21 09:04:24 +00001283 key from each list element: ``key=str.lower``. The default value is ``None``
1284 (compare the elements directly).
Georg Brandl116aa622007-08-15 14:28:22 +00001285
1286 *reverse* is a boolean value. If set to ``True``, then the list elements are
1287 sorted as if each comparison were reversed.
1288
Benjamin Peterson7ac98ae2010-08-17 17:52:02 +00001289 Use :func:`functools.cmp_to_key` to convert an old-style *cmp* function to a
1290 *key* function.
Georg Brandl116aa622007-08-15 14:28:22 +00001291
Ezio Melotti9b1e92f2014-10-28 12:57:11 +01001292 The built-in :func:`sorted` function is guaranteed to be stable. A sort is
1293 stable if it guarantees not to change the relative order of elements that
1294 compare equal --- this is helpful for sorting in multiple passes (for
1295 example, sort by department, then by salary grade).
1296
Raymond Hettinger46fca072010-04-02 00:25:45 +00001297 For sorting examples and a brief sorting tutorial, see `Sorting HowTo
Georg Brandle73778c2014-10-29 08:36:35 +01001298 <https://wiki.python.org/moin/HowTo/Sorting/>`_\.
Raymond Hettinger46fca072010-04-02 00:25:45 +00001299
Georg Brandl116aa622007-08-15 14:28:22 +00001300.. function:: staticmethod(function)
1301
1302 Return a static method for *function*.
1303
1304 A static method does not receive an implicit first argument. To declare a static
1305 method, use this idiom::
1306
1307 class C:
1308 @staticmethod
1309 def f(arg1, arg2, ...): ...
1310
Christian Heimesd8654cf2007-12-02 15:22:16 +00001311 The ``@staticmethod`` form is a function :term:`decorator` -- see the
1312 description of function definitions in :ref:`function` for details.
Georg Brandl116aa622007-08-15 14:28:22 +00001313
1314 It can be called either on the class (such as ``C.f()``) or on an instance (such
1315 as ``C().f()``). The instance is ignored except for its class.
1316
Raymond Hettinger90289282011-06-01 16:17:23 -07001317 Static methods in Python are similar to those found in Java or C++. Also see
1318 :func:`classmethod` for a variant that is useful for creating alternate class
1319 constructors.
Georg Brandl116aa622007-08-15 14:28:22 +00001320
1321 For more information on static methods, consult the documentation on the
1322 standard type hierarchy in :ref:`types`.
1323
Chris Jerdonek5fae0e52012-11-20 17:45:51 -08001324 .. index::
1325 single: string; str() (built-in function)
1326
Georg Brandl116aa622007-08-15 14:28:22 +00001327
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001328.. _func-str:
Georg Brandleb7e8f62014-10-06 13:54:36 +02001329.. class:: str(object='')
1330 str(object=b'', encoding='utf-8', errors='strict')
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001331 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001332
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001333 Return a :class:`str` version of *object*. See :func:`str` for details.
Georg Brandl48310cd2009-01-03 21:18:54 +00001334
Chris Jerdonekbb4e9412012-11-28 01:38:40 -08001335 ``str`` is the built-in string :term:`class`. For general information
1336 about strings, see :ref:`textseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001337
1338
1339.. function:: sum(iterable[, start])
1340
1341 Sums *start* and the items of an *iterable* from left to right and returns the
1342 total. *start* defaults to ``0``. The *iterable*'s items are normally numbers,
Raymond Hettingerb3737992010-10-31 21:23:24 +00001343 and the start value is not allowed to be a string.
Georg Brandl116aa622007-08-15 14:28:22 +00001344
Éric Araujo8f9626b2010-11-06 06:30:16 +00001345 For some use cases, there are good alternatives to :func:`sum`.
Raymond Hettingerb3737992010-10-31 21:23:24 +00001346 The preferred, fast way to concatenate a sequence of strings is by calling
1347 ``''.join(sequence)``. To add floating point values with extended precision,
1348 see :func:`math.fsum`\. To concatenate a series of iterables, consider using
1349 :func:`itertools.chain`.
Georg Brandl116aa622007-08-15 14:28:22 +00001350
Mark Summerfield1041f742008-02-26 13:27:00 +00001351.. function:: super([type[, object-or-type]])
Georg Brandl116aa622007-08-15 14:28:22 +00001352
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001353 Return a proxy object that delegates method calls to a parent or sibling
1354 class of *type*. This is useful for accessing inherited methods that have
1355 been overridden in a class. The search order is same as that used by
1356 :func:`getattr` except that the *type* itself is skipped.
1357
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001358 The :attr:`~class.__mro__` attribute of the *type* lists the method
1359 resolution search order used by both :func:`getattr` and :func:`super`. The
1360 attribute is dynamic and can change whenever the inheritance hierarchy is
1361 updated.
Benjamin Peterson3e4f0552008-09-02 00:31:15 +00001362
Raymond Hettinger79d04342009-02-25 00:32:51 +00001363 If the second argument is omitted, the super object returned is unbound. If
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001364 the second argument is an object, ``isinstance(obj, type)`` must be true. If
Benjamin Petersond75fcb42009-02-19 04:22:03 +00001365 the second argument is a type, ``issubclass(type2, type)`` must be true (this
1366 is useful for classmethods).
Georg Brandl116aa622007-08-15 14:28:22 +00001367
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001368 There are two typical use cases for *super*. In a class hierarchy with
1369 single inheritance, *super* can be used to refer to parent classes without
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001370 naming them explicitly, thus making the code more maintainable. This use
Raymond Hettinger0a68b012009-02-25 00:58:47 +00001371 closely parallels the use of *super* in other programming languages.
Georg Brandl48310cd2009-01-03 21:18:54 +00001372
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001373 The second use case is to support cooperative multiple inheritance in a
Georg Brandl48310cd2009-01-03 21:18:54 +00001374 dynamic execution environment. This use case is unique to Python and is
1375 not found in statically compiled languages or languages that only support
Raymond Hettingerd1258452009-02-26 00:27:18 +00001376 single inheritance. This makes it possible to implement "diamond diagrams"
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001377 where multiple base classes implement the same method. Good design dictates
1378 that this method have the same calling signature in every case (because the
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001379 order of calls is determined at runtime, because that order adapts
1380 to changes in the class hierarchy, and because that order can include
1381 sibling classes that are unknown prior to runtime).
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001382
1383 For both use cases, a typical superclass call looks like this::
Georg Brandl116aa622007-08-15 14:28:22 +00001384
1385 class C(B):
Mark Summerfield1041f742008-02-26 13:27:00 +00001386 def method(self, arg):
Georg Brandl036490d2009-05-17 13:00:36 +00001387 super().method(arg) # This does the same thing as:
1388 # super(C, self).method(arg)
Georg Brandl116aa622007-08-15 14:28:22 +00001389
1390 Note that :func:`super` is implemented as part of the binding process for
Mark Summerfield1041f742008-02-26 13:27:00 +00001391 explicit dotted attribute lookups such as ``super().__getitem__(name)``.
Benjamin Peterson9bc93512008-09-22 22:10:59 +00001392 It does so by implementing its own :meth:`__getattribute__` method for searching
Raymond Hettinger4d9a8232009-02-24 23:30:43 +00001393 classes in a predictable order that supports cooperative multiple inheritance.
Georg Brandl116aa622007-08-15 14:28:22 +00001394 Accordingly, :func:`super` is undefined for implicit lookups using statements or
Raymond Hettinger518d8da2008-12-06 11:44:00 +00001395 operators such as ``super()[name]``.
1396
Nick Coghlan7fc570a2012-05-20 02:34:13 +10001397 Also note that, aside from the zero argument form, :func:`super` is not
1398 limited to use inside methods. The two argument form specifies the
1399 arguments exactly and makes the appropriate references. The zero
1400 argument form only works inside a class definition, as the compiler fills
1401 in the necessary details to correctly retrieve the class being defined,
1402 as well as accessing the current instance for ordinary methods.
Georg Brandl116aa622007-08-15 14:28:22 +00001403
Raymond Hettinger90289282011-06-01 16:17:23 -07001404 For practical suggestions on how to design cooperative classes using
1405 :func:`super`, see `guide to using super()
1406 <http://rhettinger.wordpress.com/2011/05/26/super-considered-super/>`_.
1407
Georg Brandl116aa622007-08-15 14:28:22 +00001408
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001409.. _func-tuple:
Georg Brandl116aa622007-08-15 14:28:22 +00001410.. function:: tuple([iterable])
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001411 :noindex:
Georg Brandl116aa622007-08-15 14:28:22 +00001412
Nick Coghlan83c0ae52012-08-21 17:42:52 +10001413 Rather than being a function, :class:`tuple` is actually an immutable
Chris Jerdonek006d9072012-10-12 20:28:26 -07001414 sequence type, as documented in :ref:`typesseq-tuple` and :ref:`typesseq`.
Georg Brandl116aa622007-08-15 14:28:22 +00001415
1416
Georg Brandleb7e8f62014-10-06 13:54:36 +02001417.. class:: type(object)
1418 type(name, bases, dict)
Georg Brandl116aa622007-08-15 14:28:22 +00001419
1420 .. index:: object: type
1421
Ezio Melotti837cd062012-10-24 23:06:25 +03001422 With one argument, return the type of an *object*. The return value is a
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001423 type object and generally the same object as returned by
1424 :attr:`object.__class__ <instance.__class__>`.
Georg Brandl116aa622007-08-15 14:28:22 +00001425
Georg Brandl85eb8c12007-08-31 16:33:38 +00001426 The :func:`isinstance` built-in function is recommended for testing the type
1427 of an object, because it takes subclasses into account.
1428
Georg Brandl116aa622007-08-15 14:28:22 +00001429
Ezio Melotti837cd062012-10-24 23:06:25 +03001430 With three arguments, return a new type object. This is essentially a
1431 dynamic form of the :keyword:`class` statement. The *name* string is the
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001432 class name and becomes the :attr:`~class.__name__` attribute; the *bases*
1433 tuple itemizes the base classes and becomes the :attr:`~class.__bases__`
1434 attribute; and the *dict* dictionary is the namespace containing definitions
1435 for class body and becomes the :attr:`~object.__dict__` attribute. For
1436 example, the following two statements create identical :class:`type` objects:
Georg Brandl116aa622007-08-15 14:28:22 +00001437
Éric Araujo28053fb2010-11-22 03:09:19 +00001438 >>> class X:
Georg Brandl116aa622007-08-15 14:28:22 +00001439 ... a = 1
Georg Brandl48310cd2009-01-03 21:18:54 +00001440 ...
Georg Brandl116aa622007-08-15 14:28:22 +00001441 >>> X = type('X', (object,), dict(a=1))
1442
Chris Jerdonek006d9072012-10-12 20:28:26 -07001443 See also :ref:`bltin-type-objects`.
1444
Georg Brandl116aa622007-08-15 14:28:22 +00001445
1446.. function:: vars([object])
1447
Serhiy Storchaka0d196ed2013-10-09 14:02:31 +03001448 Return the :attr:`~object.__dict__` attribute for a module, class, instance,
Raymond Hettingerd7100172013-06-02 10:03:05 -07001449 or any other object with a :attr:`__dict__` attribute.
Benjamin Peterson4ac9ce42009-10-04 14:49:41 +00001450
Raymond Hettingerd7100172013-06-02 10:03:05 -07001451 Objects such as modules and instances have an updateable :attr:`__dict__`
1452 attribute; however, other objects may have write restrictions on their
1453 :attr:`__dict__` attributes (for example, classes use a
1454 dictproxy to prevent direct dictionary updates).
Georg Brandl116aa622007-08-15 14:28:22 +00001455
Raymond Hettingerd7100172013-06-02 10:03:05 -07001456 Without an argument, :func:`vars` acts like :func:`locals`. Note, the
1457 locals dictionary is only useful for reads since updates to the locals
1458 dictionary are ignored.
1459
Georg Brandl116aa622007-08-15 14:28:22 +00001460
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001461.. function:: zip(*iterables)
Georg Brandl116aa622007-08-15 14:28:22 +00001462
Georg Brandl48310cd2009-01-03 21:18:54 +00001463 Make an iterator that aggregates elements from each of the iterables.
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001464
1465 Returns an iterator of tuples, where the *i*-th tuple contains
Georg Brandl952aea22007-09-04 17:50:40 +00001466 the *i*-th element from each of the argument sequences or iterables. The
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001467 iterator stops when the shortest input iterable is exhausted. With a single
Georg Brandl48310cd2009-01-03 21:18:54 +00001468 iterable argument, it returns an iterator of 1-tuples. With no arguments,
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001469 it returns an empty iterator. Equivalent to::
1470
Raymond Hettinger2f08df32010-10-10 05:54:39 +00001471 def zip(*iterables):
1472 # zip('ABCD', 'xy') --> Ax By
1473 sentinel = object()
Raymond Hettinger6f45d182011-10-30 15:06:14 -07001474 iterators = [iter(it) for it in iterables]
1475 while iterators:
Raymond Hettinger2f08df32010-10-10 05:54:39 +00001476 result = []
Raymond Hettinger6f45d182011-10-30 15:06:14 -07001477 for it in iterators:
Raymond Hettinger2f08df32010-10-10 05:54:39 +00001478 elem = next(it, sentinel)
1479 if elem is sentinel:
1480 return
1481 result.append(elem)
1482 yield tuple(result)
Georg Brandl116aa622007-08-15 14:28:22 +00001483
Christian Heimes1af737c2008-01-23 08:24:23 +00001484 The left-to-right evaluation order of the iterables is guaranteed. This
1485 makes possible an idiom for clustering a data series into n-length groups
1486 using ``zip(*[iter(s)]*n)``.
1487
Raymond Hettingerdd1150e2008-03-13 02:39:40 +00001488 :func:`zip` should only be used with unequal length inputs when you don't
1489 care about trailing, unmatched values from the longer iterables. If those
1490 values are important, use :func:`itertools.zip_longest` instead.
Georg Brandl116aa622007-08-15 14:28:22 +00001491
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001492 :func:`zip` in conjunction with the ``*`` operator can be used to unzip a
1493 list::
1494
1495 >>> x = [1, 2, 3]
1496 >>> y = [4, 5, 6]
1497 >>> zipped = zip(x, y)
Georg Brandl17fe3642008-12-06 14:28:56 +00001498 >>> list(zipped)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001499 [(1, 4), (2, 5), (3, 6)]
Georg Brandl17fe3642008-12-06 14:28:56 +00001500 >>> x2, y2 = zip(*zip(x, y))
Benjamin Petersonfa0d7032009-06-01 22:42:33 +00001501 >>> x == list(x2) and y == list(y2)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001502 True
1503
Georg Brandl2ee470f2008-07-16 12:55:28 +00001504
Brett Cannoncb4996a2012-08-06 16:34:44 -04001505.. function:: __import__(name, globals=None, locals=None, fromlist=(), level=0)
Georg Brandl48367812008-12-05 15:55:41 +00001506
1507 .. index::
1508 statement: import
1509 module: imp
1510
1511 .. note::
1512
1513 This is an advanced function that is not needed in everyday Python
Éric Araujoe801aa22011-07-29 17:50:58 +02001514 programming, unlike :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001515
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001516 This function is invoked by the :keyword:`import` statement. It can be
1517 replaced (by importing the :mod:`builtins` module and assigning to
1518 ``builtins.__import__``) in order to change semantics of the
Brett Cannonf5ebd262013-08-23 10:58:49 -04001519 :keyword:`import` statement, but doing so is **strongly** discouraged as it
1520 is usually simpler to use import hooks (see :pep:`302`) to attain the same
1521 goals and does not cause issues with code which assumes the default import
1522 implementation is in use. Direct use of :func:`__import__` is also
1523 discouraged in favor of :func:`importlib.import_module`.
Georg Brandl48367812008-12-05 15:55:41 +00001524
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001525 The function imports the module *name*, potentially using the given *globals*
1526 and *locals* to determine how to interpret the name in a package context.
1527 The *fromlist* gives the names of objects or submodules that should be
1528 imported from the module given by *name*. The standard implementation does
1529 not use its *locals* argument at all, and uses its *globals* only to
1530 determine the package context of the :keyword:`import` statement.
1531
Brett Cannon2b9fd472009-03-15 02:18:41 +00001532 *level* specifies whether to use absolute or relative imports. ``0`` (the
1533 default) means only perform absolute imports. Positive values for
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001534 *level* indicate the number of parent directories to search relative to the
Brett Cannon2a082ad2012-04-14 21:58:33 -04001535 directory of the module calling :func:`__import__` (see :pep:`328` for the
1536 details).
Georg Brandl48367812008-12-05 15:55:41 +00001537
1538 When the *name* variable is of the form ``package.module``, normally, the
1539 top-level package (the name up till the first dot) is returned, *not* the
1540 module named by *name*. However, when a non-empty *fromlist* argument is
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001541 given, the module named by *name* is returned.
Georg Brandl48367812008-12-05 15:55:41 +00001542
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001543 For example, the statement ``import spam`` results in bytecode resembling the
1544 following code::
Georg Brandl48310cd2009-01-03 21:18:54 +00001545
Brett Cannon2b9fd472009-03-15 02:18:41 +00001546 spam = __import__('spam', globals(), locals(), [], 0)
Georg Brandl48367812008-12-05 15:55:41 +00001547
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001548 The statement ``import spam.ham`` results in this call::
Georg Brandl48367812008-12-05 15:55:41 +00001549
Brett Cannon2b9fd472009-03-15 02:18:41 +00001550 spam = __import__('spam.ham', globals(), locals(), [], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001551
1552 Note how :func:`__import__` returns the toplevel module here because this is
1553 the object that is bound to a name by the :keyword:`import` statement.
1554
1555 On the other hand, the statement ``from spam.ham import eggs, sausage as
1556 saus`` results in ::
1557
Brett Cannon2b9fd472009-03-15 02:18:41 +00001558 _temp = __import__('spam.ham', globals(), locals(), ['eggs', 'sausage'], 0)
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001559 eggs = _temp.eggs
1560 saus = _temp.sausage
1561
1562 Here, the ``spam.ham`` module is returned from :func:`__import__`. From this
1563 object, the names to import are retrieved and assigned to their respective
1564 names.
1565
1566 If you simply want to import a module (potentially within a package) by name,
Éric Araujoe801aa22011-07-29 17:50:58 +02001567 use :func:`importlib.import_module`.
Benjamin Peterson6ebe78f2008-12-21 00:06:59 +00001568
Brett Cannon73df3642012-07-30 18:35:17 -04001569 .. versionchanged:: 3.3
Brett Cannon222d4732012-08-05 20:49:53 -04001570 Negative values for *level* are no longer supported (which also changes
1571 the default value to 0).
Brett Cannon73df3642012-07-30 18:35:17 -04001572
Georg Brandl48367812008-12-05 15:55:41 +00001573
Georg Brandl116aa622007-08-15 14:28:22 +00001574.. rubric:: Footnotes
1575
Georg Brandl47f27a32009-03-31 16:57:13 +00001576.. [#] Note that the parser only accepts the Unix-style end of line convention.
1577 If you are reading the code from a file, make sure to use newline conversion
1578 mode to convert Windows or Mac-style newlines.