blob: dc52e2cb62690e45f75fc537955cd35ac021958f [file] [log] [blame]
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00001****************************
2 What's New in Python 2.7
3****************************
4
5:Author: A.M. Kuchling (amk at amk.ca)
6:Release: |release|
7:Date: |today|
8
Andrew M. Kuchling039c8992010-02-01 02:04:26 +00009.. Fix accents on Kristjan Valur Jonsson, Fuerstenau
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +000010
Andrew M. Kuchling02f7b992010-05-07 01:45:14 +000011.. Big jobs: pep 391, PyCapsule
Andrew M. Kuchling837a5382010-05-06 17:21:59 +000012
Andrew M. Kuchling6d7dfa22010-04-11 12:49:37 +000013.. hyperlink all the methods & functions.
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +000014
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +000015.. T_STRING_INPLACE not described in main docs
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +000016.. XXX "Format String Syntax" in string.rst could use many more examples.
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +000017
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +000018.. $Id$
19 Rules for maintenance:
20
21 * Anyone can add text to this document. Do not spend very much time
22 on the wording of your changes, because your text will probably
23 get rewritten to some degree.
24
25 * The maintainer will go through Misc/NEWS periodically and add
26 changes; it's therefore more important to add your changes to
27 Misc/NEWS than to this file.
28
29 * This is not a complete list of every single change; completeness
30 is the purpose of Misc/NEWS. Some changes I consider too small
31 or esoteric to include. If such a change is added to the text,
32 I'll just remove it. (This is another reason you shouldn't spend
33 too much time on writing your addition.)
34
35 * If you want to draw your new text to the attention of the
36 maintainer, add 'XXX' to the beginning of the paragraph or
37 section.
38
39 * It's OK to just add a fragmentary note about a change. For
40 example: "XXX Describe the transmogrify() function added to the
41 socket module." The maintainer will research the change and
42 write the necessary text.
43
44 * You can comment out your additions if you like, but it's not
45 necessary (especially when a final release is some months away).
46
Ezio Melotti021f3342010-04-06 03:26:49 +000047 * Credit the author of a patch or bugfix. Just the name is
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +000048 sufficient; the e-mail address isn't necessary.
49
50 * It's helpful to add the bug/patch number in a parenthetical comment.
51
52 XXX Describe the transmogrify() function added to the socket
53 module.
54 (Contributed by P.Y. Developer; :issue:`12345`.)
55
56 This saves the maintainer some effort going through the SVN logs
57 when researching a change.
58
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +000059This article explains the new features in Python 2.7. The final
Andrew M. Kuchling837a5382010-05-06 17:21:59 +000060release of 2.7 is currently scheduled for July 2010; the detailed
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +000061schedule is described in :pep:`373`.
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +000062
63.. Compare with previous release in 2 - 3 sentences here.
64 add hyperlink when the documentation becomes available online.
65
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +000066.. _whatsnew27-python31:
67
Andrew M. Kuchling02f7b992010-05-07 01:45:14 +000068The Future for Python 2.x
69=========================
70
71Python 2.7 is intended to be the last major release in the 2.x series.
72Though more major releases have not been absolutely ruled out, the
73Python maintainers are planning to focus their efforts on Python 3.x.
74
75This means that 2.7 will remain in place for a long time, running
76production systems that have not been ported to Python 3.x.
77Two consequences of the long-term significance of 2.7 are:
78
79* It's very likely the 2.7 release will have a longer period of
80 maintenance compared to earlier 2.x versions. Python 2.7 will
81 continue to be maintained while the transition to 3.x is in
82 progress, and that transition will itself be lengthy. Most 2.x
83 versions are maintained for about 4 years, from the first to the
84 last bugfix release; patchlevel releases for Python 2.7 will
85 probably be made for at least 6 years.
86
87* Because 2.7 will be running production applications, a policy
88 decision was made to silence warnings only of interest to developers
89 by default. Silencing :exc:`DeprecationWarning` and its descendants
90 prevents users from seeing warnings triggered by an application.
91 (Carried out in :issue:`7319`.)
92
93 You can re-enable display of :exc:`DeprecationWarning` messages by
94 running Python with the :option:`-Wdefault` (short form:
95 :option:`-Wd`) switch, or you can add
96 ``warnings.simplefilter('default')`` to your code.
97
98
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +000099Python 3.1 Features
100=======================
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +0000101
102Much as Python 2.6 incorporated features from Python 3.0,
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000103version 2.7 incorporates some of the new features
104in Python 3.1. The 2.x series continues to provide tools
105for migrating to the 3.x series.
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +0000106
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000107A partial list of 3.1 features that were backported to 2.7:
108
Andrew M. Kuchling837a5382010-05-06 17:21:59 +0000109* A new version of the :mod:`io` library, rewritten in C for performance.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000110* The ordered-dictionary type described in :ref:`pep-0372`.
Andrew M. Kuchling8f254e72009-12-08 02:37:05 +0000111* The new format specifier described in :ref:`pep-0378`.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000112* The :class:`memoryview` object.
113* A small subset of the :mod:`importlib` module `described below <#importlib-section>`__.
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +0000114* Float-to-string and string-to-float conversions now round their
115 results more correctly. And :func:`repr` of a floating-point
116 number *x* returns a result that's guaranteed to round back to the
117 same number when converted back to a string.
118* The :cfunc:`PyLong_AsLongAndOverflow` C API function.
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +0000119
120One porting change: the :option:`-3` switch now automatically
121enables the :option:`-Qwarn` switch that causes warnings
122about using classic division with integers and long integers.
123
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000124Other new Python3-mode warnings include:
125
126* :func:`operator.isCallable` and :func:`operator.sequenceIncludes`,
127 which are not supported in 3.x.
128
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000129.. ========================================================================
130.. Large, PEP-level features and changes should be described here.
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000131.. ========================================================================
132
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000133.. _pep-0372:
134
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +0000135PEP 372: Adding an ordered dictionary to collections
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +0000136====================================================
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +0000137
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000138Regular Python dictionaries iterate over key/value pairs in arbitrary order.
139Over the years, a number of authors have written alternative implementations
140that remember the order that the keys were originally inserted. Based on
141the experiences from those implementations, a new
Ezio Melotti021f3342010-04-06 03:26:49 +0000142:class:`~collections.OrderedDict` class has been introduced in the
143:mod:`collections` module.
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +0000144
Ezio Melotti021f3342010-04-06 03:26:49 +0000145The :class:`~collections.OrderedDict` API is substantially the same as regular
146dictionaries but will iterate over keys and values in a guaranteed order
147depending on when a key was first inserted::
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000148
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000149 >>> from collections import OrderedDict
150 >>> d = OrderedDict([('first', 1), ('second', 2),
151 ... ('third', 3)])
152 >>> d.items()
153 [('first', 1), ('second', 2), ('third', 3)]
154
155If a new entry overwrites an existing entry, the original insertion
156position is left unchanged::
157
158 >>> d['second'] = 4
159 >>> d.items()
160 [('first', 1), ('second', 4), ('third', 3)]
161
162Deleting an entry and reinserting it will move it to the end::
163
164 >>> del d['second']
165 >>> d['second'] = 5
166 >>> d.items()
167 [('first', 1), ('third', 3), ('second', 5)]
168
Ezio Melotti021f3342010-04-06 03:26:49 +0000169The :meth:`~collections.OrderedDict.popitem` method has an optional *last*
170argument that defaults to True. If *last* is True, the most recently
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000171added key is returned and removed; if it's False, the
172oldest key is selected::
173
174 >>> od = OrderedDict([(x,0) for x in range(20)])
175 >>> od.popitem()
176 (19, 0)
177 >>> od.popitem()
178 (18, 0)
Ezio Melotti021f3342010-04-06 03:26:49 +0000179 >>> od.popitem(last=False)
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000180 (0, 0)
Ezio Melotti021f3342010-04-06 03:26:49 +0000181 >>> od.popitem(last=False)
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000182 (1, 0)
183
184Comparing two ordered dictionaries checks both the keys and values,
185and requires that the insertion order was the same::
186
187 >>> od1 = OrderedDict([('first', 1), ('second', 2),
188 ... ('third', 3)])
189 >>> od2 = OrderedDict([('third', 3), ('first', 1),
190 ... ('second', 2)])
Ezio Melotti021f3342010-04-06 03:26:49 +0000191 >>> od1 == od2
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000192 False
193 >>> # Move 'third' key to the end
Ezio Melotti021f3342010-04-06 03:26:49 +0000194 >>> del od2['third']; od2['third'] = 3
195 >>> od1 == od2
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000196 True
197
Ezio Melotti021f3342010-04-06 03:26:49 +0000198Comparing an :class:`~collections.OrderedDict` with a regular dictionary
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000199ignores the insertion order and just compares the keys and values.
200
Ezio Melotti021f3342010-04-06 03:26:49 +0000201How does the :class:`~collections.OrderedDict` work? It maintains a
202doubly-linked list of keys, appending new keys to the list as they're inserted.
203A secondary dictionary maps keys to their corresponding list node, so
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000204deletion doesn't have to traverse the entire linked list and therefore
205remains O(1).
206
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000207The standard library now supports use of ordered dictionaries in several
Andrew M. Kuchling363dbcc2010-04-14 23:55:17 +0000208modules.
209
210* The :mod:`ConfigParser` module uses them by default, letting
211 configuration files be read, modified, and then written back in their original
212 order.
213
214* The :meth:`~collections.somenamedtuple._asdict()` method for
215 :func:`collections.namedtuple` now returns an ordered dictionary with the
216 values appearing in the same order as the underlying tuple indices.
217
218* The :mod:`json` module's :class:`~json.JSONDecoder` class
219 constructor was extended with an *object_pairs_hook* parameter to
220 allow :class:`OrderedDict` instances to be built by the decoder.
221 Support was also added for third-party tools like
222 `PyYAML <http://pyyaml.org/>`_.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000223
Andrew M. Kuchling7fe65a02009-10-13 15:49:33 +0000224.. seealso::
225
226 :pep:`372` - Adding an ordered dictionary to collections
227 PEP written by Armin Ronacher and Raymond Hettinger;
228 implemented by Raymond Hettinger.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000229
230.. _pep-0378:
231
232PEP 378: Format Specifier for Thousands Separator
Ezio Melotti021f3342010-04-06 03:26:49 +0000233=================================================
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000234
235To make program output more readable, it can be useful to add
236separators to large numbers and render them as
23718,446,744,073,709,551,616 instead of 18446744073709551616.
238
239The fully general solution for doing this is the :mod:`locale` module,
240which can use different separators ("," in North America, "." in
241Europe) and different grouping sizes, but :mod:`locale` is complicated
242to use and unsuitable for multi-threaded applications where different
243threads are producing output for different locales.
244
245Therefore, a simple comma-grouping mechanism has been added to the
Ezio Melotti021f3342010-04-06 03:26:49 +0000246mini-language used by the :meth:`str.format` method. When
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000247formatting a floating-point number, simply include a comma between the
248width and the precision::
249
Eric Smithc4663852010-04-06 14:30:15 +0000250 >>> '{:20,.2f}'.format(18446744073709551616.0)
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000251 '18,446,744,073,709,551,616.00'
252
Eric Smith6a928602010-04-06 15:17:33 +0000253When formatting an integer, include the comma after the width:
254
255 >>> '{:20,d}'.format(18446744073709551616)
256 '18,446,744,073,709,551,616'
257
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000258This mechanism is not adaptable at all; commas are always used as the
259separator and the grouping is always into three-digit groups. The
260comma-formatting mechanism isn't as general as the :mod:`locale`
261module, but it's easier to use.
262
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000263.. seealso::
264
265 :pep:`378` - Format Specifier for Thousands Separator
266 PEP written by Raymond Hettinger; implemented by Eric Smith.
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000267
Andrew M. Kuchlingab21f752010-03-02 13:55:33 +0000268PEP 389: The argparse Module for Parsing Command Lines
269======================================================
270
Andrew M. Kuchlingec6393f2010-04-11 01:40:30 +0000271The :mod:`argparse` module for parsing command-line arguments was
272added, intended as a more powerful replacement for the
273:mod:`optparse` module.
274
275This means Python now supports three different modules for parsing
276command-line arguments: :mod:`getopt`, :mod:`optparse`, and
277:mod:`argparse`. The :mod:`getopt` module closely resembles the C
278:cfunc:`getopt` function, so it remains useful if you're writing a
279Python prototype that will eventually be rewritten in C.
280:mod:`optparse` becomes redundant, but there are no plans to remove it
281because there are many scripts still using it, and there's no
282automated way to update these scripts. (Making the :mod:`argparse`
283API consistent with :mod:`optparse`'s interface was discussed but
284rejected as too messy and difficult.)
285
Andrew M. Kuchlingf03641a2010-04-14 01:14:59 +0000286In short, if you're writing a new script and don't need to worry
Andrew M. Kuchlingec6393f2010-04-11 01:40:30 +0000287about compatibility with earlier versions of Python, use
288:mod:`argparse` instead of :mod:`optparse`.
289
Andrew M. Kuchlingf03641a2010-04-14 01:14:59 +0000290Here's an example::
291
292 import argparse
293
294 parser = argparse.ArgumentParser(description='Command-line example.')
295
296 # Add optional switches
297 parser.add_argument('-v', action='store_true', dest='is_verbose',
298 help='produce verbose output')
299 parser.add_argument('-o', action='store', dest='output',
300 metavar='FILE',
301 help='direct output to FILE instead of stdout')
302 parser.add_argument('-C', action='store', type=int, dest='context',
303 metavar='NUM', default=0,
304 help='display NUM lines of added context')
305
306 # Allow any number of additional arguments.
307 parser.add_argument(nargs='*', action='store', dest='inputs',
308 help='input filenames (default is stdin)')
309
310 args = parser.parse_args()
311 print args.__dict__
312
313Unless you override it, :option:`-h` and :option:`--help` switches
314are automatically added, and produce neatly formatted output::
315
316 -> ./python.exe argparse-example.py --help
Andrew M. Kuchling363dbcc2010-04-14 23:55:17 +0000317 usage: argparse-example.py [-h] [-v] [-o FILE] [-C NUM] [inputs [inputs ...]]
Andrew M. Kuchlingf03641a2010-04-14 01:14:59 +0000318
319 Command-line example.
320
321 positional arguments:
322 inputs input filenames (default is stdin)
323
324 optional arguments:
325 -h, --help show this help message and exit
326 -v produce verbose output
327 -o FILE direct output to FILE instead of stdout
328 -C NUM display NUM lines of added context
329
330Similarly to :mod:`optparse`, the command-line switches and arguments
331are returned as an object with attributes named by the *dest* parameters::
332
333 -> ./python.exe argparse-example.py -v
334 {'output': None, 'is_verbose': True, 'context': 0, 'inputs': []}
335
336 -> ./python.exe argparse-example.py -v -o /tmp/output -C 4 file1 file2
337 {'output': '/tmp/output', 'is_verbose': True, 'context': 4,
338 'inputs': ['file1', 'file2']}
339
340:mod:`argparse` has much fancier validation than :mod:`optparse`; you
341can specify an exact number of arguments as an integer, 0 or more
342arguments by passing ``'*'``, 1 or more by passing ``'+'``, or an
343optional argument with ``'?'``. A top-level parser can contain
344sub-parsers, so you can define subcommands that have different sets of
345switches, as in ``svn commit``, ``svn checkout``, etc. You can
346specify an argument type as :class:`~argparse.FileType`, which will
347automatically open files for you and understands that ``'-'`` means
348standard input or output.
Andrew M. Kuchlingab21f752010-03-02 13:55:33 +0000349
350.. seealso::
351
Andrew M. Kuchlingec6393f2010-04-11 01:40:30 +0000352 `argparse module documentation <http://docs.python.org/dev/library/argparse.html>`__
353
354 `Upgrading optparse code to use argparse <http://docs.python.org/dev/library/argparse.html#upgrading-optparse-code>`__
355
Andrew M. Kuchlingab21f752010-03-02 13:55:33 +0000356 :pep:`389` - argparse - New Command Line Parsing Module
357 PEP written and implemented by Steven Bethard.
358
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +0000359PEP 391: Dictionary-Based Configuration For Logging
360====================================================
361
Andrew M. Kuchlingb6c1aeb2010-04-14 14:28:31 +0000362.. not documented in library reference yet.
363
364The :mod:`logging` module is very flexible; an application can define
365a tree of logging subsystems, and each logger in this tree can filter
366out certain messages, format them differently, and direct messages to
367a varying number of handlers.
368
369All this flexibility can require a lot of configuration. You can
370write Python statements to create objects and set their properties,
371but a complex set-up would require verbose but boring code.
372:mod:`logging` also supports a :func:`~logging.config.fileConfig`
373function that parses a file, but the file format doesn't support
374configuring filters, and it's messier to generate programmatically.
375
376Python 2.7 adds a :func:`~logging.config.dictConfig` function that
377uses a dictionary, and there are many ways to produce a dictionary
378from different sources. You can construct one with code, of course.
379Python's standard library now includes a JSON parser, so you could
380parse a file containing JSON, or you could use a YAML parsing library
381if one is installed.
382
383XXX describe an example.
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +0000384
Andrew M. Kuchling02f7b992010-05-07 01:45:14 +0000385Three smaller enhancements to the :mod:`logging` module, all
386implemented by Vinay Sajip, are:
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +0000387
388.. rev79293
389
Andrew M. Kuchling02f7b992010-05-07 01:45:14 +0000390* The :class:`~logging.handlers.SysLogHandler` class now supports
391 syslogging over TCP. The constructor has a *socktype* parameter
392 giving the type of socket to use, either :const:`socket.SOCK_DGRAM`
393 for UDP or :const:`socket.SOCK_STREAM` for TCP. The default
394 protocol remains UDP.
395
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +0000396* :class:`Logger` instances gained a :meth:`getChild` method that retrieves a
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +0000397 descendant logger using a relative path. For example,
398 once you retrieve a logger by doing ``log = getLogger('app')``,
399 calling ``log.getChild('network.listen')`` is equivalent to
400 ``getLogger('app.network.listen')``.
401
402* The :class:`LoggerAdapter` class gained a :meth:`isEnabledFor` method
403 that takes a *level* and returns whether the underlying logger would
404 process a message of that level of importance.
405
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +0000406.. seealso::
407
408 :pep:`391` - Dictionary-Based Configuration For Logging
409 PEP written and implemented by Vinay Sajip.
410
411PEP 3106: Dictionary Views
412====================================================
413
Andrew M. Kuchling85f928a2010-04-15 01:42:27 +0000414The dictionary methods :meth:`keys`, :meth:`values`, and :meth:`items`
415are different in Python 3.x. They return an object called a :dfn:`view`
416instead of a fully materialized list.
417
Andrew M. Kuchling85f928a2010-04-15 01:42:27 +0000418It's not possible to change the return values of :meth:`keys`,
419:meth:`values`, and :meth:`items` in Python 2.7 because too much code
420would break. Instead the 3.x versions were added under the new names
421of :meth:`viewkeys`, :meth:`viewvalues`, and :meth:`viewitems`.
422
423::
424
425 >>> d = dict((i*10, chr(65+i)) for i in range(26))
426 >>> d
427 {0: 'A', 130: 'N', 10: 'B', 140: 'O', 20: ..., 250: 'Z'}
428 >>> d.viewkeys()
429 dict_keys([0, 130, 10, 140, 20, 150, 30, ..., 250])
430
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +0000431Views can be iterated over, but they also behave like sets. The ``&``
432operator performs intersection, and ``|`` performs a union::
433
434 >>> d1 = dict((i*10, chr(65+i)) for i in range(26))
435 >>> d2 = dict((i**.5, i) for i in range(1000))
436 >>> d1.viewkeys() & d2.viewkeys()
437 set([0.0, 10.0, 20.0, 30.0])
438 >>> d1.viewkeys() | range(0, 30)
439 set([0, 1, 130, 3, 4, 5, 6, ..., 120, 250])
440
Andrew M. Kuchling85f928a2010-04-15 01:42:27 +0000441The view keeps track of the dictionary and its contents change as the
442dictionary is modified::
443
444 >>> vk = d.viewkeys()
445 >>> vk
446 dict_keys([0, 130, 10, ..., 250])
447 >>> d[260] = '&'
448 >>> vk
449 dict_keys([0, 130, 260, 10, ..., 250])
450
451However, note that you can't add or remove keys while you're iterating
452over the view::
453
454 >>> for k in vk:
455 ... d[k*2] = k
456 ...
457 Traceback (most recent call last):
458 File "<stdin>", line 1, in <module>
459 RuntimeError: dictionary changed size during iteration
460
461You can use the view methods in Python 2.x code, and the 2to3
462converter will change them to the standard :meth:`keys`,
463:meth:`values`, and :meth:`items` methods.
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +0000464
465.. seealso::
466
467 :pep:`3106` - Revamping dict.keys(), .values() and .items()
468 PEP written by Guido van Rossum.
469 Backported to 2.7 by Alexandre Vassalotti; :issue:`1967`.
470
471
Andrew M. Kuchling9fbbd3b2010-05-01 12:06:51 +0000472PEP 3137: The memoryview Object
473====================================================
474
475The :class:`memoryview` object provides a view of another object's
476memory content that matches the :class:`bytes` type's interface.
477
478 >>> import string
479 >>> m = memoryview(string.letters)
480 >>> m
481 <memory at 0x37f850>
482 >>> len(m) # Returns length of underlying object
483 52
484 >>> m[0], m[25], m[26] # Indexing returns one byte
485 ('a', 'z', 'A')
486 >>> m2 = m[0:26] # Slicing returns another memoryview
487 >>> m2
488 <memory at 0x37f080>
489
490The content of the view can be converted to a string of bytes or to
491a list of integers:
492
493 >>> m2.tobytes()
494 'abcdefghijklmnopqrstuvwxyz'
495 >>> m2.tolist()
496 [97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122]
497 >>>
498
499:class:`memoryview` objects allow modifying the underlying object if
500it's a mutable object.
501
502 >>> m2[0] = 75
503 Traceback (most recent call last):
504 File "<stdin>", line 1, in <module>
505 TypeError: cannot modify read-only memory
506 >>> b = bytearray(string.letters) # Creating a mutable object
507 >>> b
508 bytearray(b'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ')
509 >>> mb = memoryview(b)
510 >>> mb[0] = '*' # Assign to view, changing the bytearray.
511 >>> b[0:5] # The bytearray has been changed.
512 bytearray(b'*bcde')
513 >>>
514
515.. seealso::
516
517 :pep:`3137` - Immutable Bytes and Mutable Buffer
518 PEP written by Guido van Rossum.
Antoine Pitrou5cace782010-05-01 12:16:39 +0000519 Implemented by Travis Oliphant, Antoine Pitrou and others.
Andrew M. Kuchling9fbbd3b2010-05-01 12:06:51 +0000520 Backported to 2.7 by Antoine Pitrou; :issue:`2396`.
521
522
523
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000524Other Language Changes
525======================
526
527Some smaller changes made to the core Python language are:
528
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +0000529* The syntax for set literals has been backported from Python 3.x.
530 Curly brackets are used to surround the contents of the resulting
531 mutable set; set literals are
532 distinguished from dictionaries by not containing colons and values.
533 ``{}`` continues to represent an empty dictionary; use
534 ``set()`` for an empty set.
535
536 >>> {1,2,3,4,5}
537 set([1, 2, 3, 4, 5])
Ezio Melotti021f3342010-04-06 03:26:49 +0000538 >>> set() # empty set
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +0000539 set([])
Ezio Melotti021f3342010-04-06 03:26:49 +0000540 >>> {} # empty dict
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +0000541 {}
542
543 Backported by Alexandre Vassalotti; :issue:`2335`.
544
545* Dictionary and set comprehensions are another feature backported from
546 3.x, generalizing list/generator comprehensions to use
547 the literal syntax for sets and dictionaries.
548
549 >>> {x:x*x for x in range(6)}
550 {0: 0, 1: 1, 2: 4, 3: 9, 4: 16, 5: 25}
551 >>> {'a'*x for x in range(6)}
552 set(['', 'a', 'aa', 'aaa', 'aaaa', 'aaaaa'])
553
554 Backported by Alexandre Vassalotti; :issue:`2333`.
555
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000556* The :keyword:`with` statement can now use multiple context managers
557 in one statement. Context managers are processed from left to right
558 and each one is treated as beginning a new :keyword:`with` statement.
559 This means that::
560
561 with A() as a, B() as b:
562 ... suite of statements ...
563
564 is equivalent to::
565
566 with A() as a:
567 with B() as b:
568 ... suite of statements ...
569
570 The :func:`contextlib.nested` function provides a very similar
571 function, so it's no longer necessary and has been deprecated.
572
573 (Proposed in http://codereview.appspot.com/53094; implemented by
574 Georg Brandl.)
575
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +0000576* Conversions between floating-point numbers and strings are
577 now correctly rounded on most platforms. These conversions occur
578 in many different places: :func:`str` on
579 floats and complex numbers; the :class:`float` and :class:`complex`
580 constructors;
581 numeric formatting; serialization and
582 deserialization of floats and complex numbers using the
583 :mod:`marshal`, :mod:`pickle`
584 and :mod:`json` modules;
585 parsing of float and imaginary literals in Python code;
Ezio Melotti021f3342010-04-06 03:26:49 +0000586 and :class:`~decimal.Decimal`-to-float conversion.
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +0000587
588 Related to this, the :func:`repr` of a floating-point number *x*
589 now returns a result based on the shortest decimal string that's
590 guaranteed to round back to *x* under correct rounding (with
591 round-half-to-even rounding mode). Previously it gave a string
592 based on rounding x to 17 decimal digits.
593
Ezio Melotti021f3342010-04-06 03:26:49 +0000594 .. maybe add an example?
595
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +0000596 The rounding library responsible for this improvement works on
597 Windows, and on Unix platforms using the gcc, icc, or suncc
598 compilers. There may be a small number of platforms where correct
599 operation of this code cannot be guaranteed, so the code is not
Andrew M. Kuchling91e0db82009-12-31 16:17:05 +0000600 used on such systems. You can find out which code is being used
601 by checking :data:`sys.float_repr_style`, which will be ``short``
602 if the new code is in use and ``legacy`` if it isn't.
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +0000603
Mark Dickinsonbdd863d2010-01-07 09:28:29 +0000604 Implemented by Eric Smith and Mark Dickinson, using David Gay's
605 :file:`dtoa.c` library; :issue:`7117`.
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +0000606
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000607* The :meth:`str.format` method now supports automatic numbering of the replacement
Benjamin Petersonaa0a0b92009-04-11 20:27:15 +0000608 fields. This makes using :meth:`str.format` more closely resemble using
609 ``%s`` formatting::
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +0000610
611 >>> '{}:{}:{}'.format(2009, 04, 'Sunday')
612 '2009:4:Sunday'
613 >>> '{}:{}:{day}'.format(2009, 4, day='Sunday')
614 '2009:4:Sunday'
615
Benjamin Petersonaa0a0b92009-04-11 20:27:15 +0000616 The auto-numbering takes the fields from left to right, so the first ``{...}``
617 specifier will use the first argument to :meth:`str.format`, the next
618 specifier will use the next argument, and so on. You can't mix auto-numbering
619 and explicit numbering -- either number all of your specifier fields or none
620 of them -- but you can mix auto-numbering and named fields, as in the second
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000621 example above. (Contributed by Eric Smith; :issue:`5237`.)
622
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +0000623 Complex numbers now correctly support usage with :func:`format`,
624 and default to being right-aligned.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000625 Specifying a precision or comma-separation applies to both the real
626 and imaginary parts of the number, but a specified field width and
627 alignment is applied to the whole of the resulting ``1.5+3j``
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +0000628 output. (Contributed by Eric Smith; :issue:`1588` and :issue:`7988`.)
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +0000629
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +0000630 The 'F' format code now always formats its output using uppercase characters,
631 so it will now produce 'INF' and 'NAN'.
632 (Contributed by Eric Smith; :issue:`3382`.)
633
Andrew M. Kuchlingc4ae73e2010-04-30 13:47:34 +0000634 A low-level change: the :meth:`object.__format__` method now triggers
635 a :exc:`PendingDeprecationWarning` if it's passed a format string,
636 because the :meth:`__format__` method for :class:`object` converts
637 the object to a string representation and formats that. The method
638 used to silently apply the format string to the string
639 representation, but that could hide mistakes in Python code. If
640 you're supplying formatting information such as an alignment or
641 precision, presumably you're expecting the formatting to be applied
642 in some object-specific way. (Fixed by Eric Smith; :issue:`7994`.)
643
Mark Dickinson1a707982008-12-17 16:14:37 +0000644* The :func:`int` and :func:`long` types gained a ``bit_length``
Georg Brandl64e1c752009-04-11 18:19:27 +0000645 method that returns the number of bits necessary to represent
Mark Dickinson1a707982008-12-17 16:14:37 +0000646 its argument in binary::
647
648 >>> n = 37
Ezio Melotti021f3342010-04-06 03:26:49 +0000649 >>> bin(n)
Mark Dickinson1a707982008-12-17 16:14:37 +0000650 '0b100101'
651 >>> n.bit_length()
652 6
653 >>> n = 2**123-1
654 >>> n.bit_length()
655 123
656 >>> (n+1).bit_length()
657 124
658
659 (Contributed by Fredrik Johansson and Victor Stinner; :issue:`3439`.)
660
Andrew M. Kuchling92b97002009-05-02 17:12:15 +0000661* Conversions from long integers and regular integers to floating
662 point now round differently, returning the floating-point number
663 closest to the number. This doesn't matter for small integers that
664 can be converted exactly, but for large numbers that will
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000665 unavoidably lose precision, Python 2.7 now approximates more
Andrew M. Kuchling92b97002009-05-02 17:12:15 +0000666 closely. For example, Python 2.6 computed the following::
667
668 >>> n = 295147905179352891391
669 >>> float(n)
670 2.9514790517935283e+20
671 >>> n - long(float(n))
672 65535L
673
674 Python 2.7's floating-point result is larger, but much closer to the
675 true value::
676
677 >>> n = 295147905179352891391
678 >>> float(n)
679 2.9514790517935289e+20
Ezio Melotti021f3342010-04-06 03:26:49 +0000680 >>> n - long(float(n))
Andrew M. Kuchling92b97002009-05-02 17:12:15 +0000681 -1L
682
683 (Implemented by Mark Dickinson; :issue:`3166`.)
684
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +0000685 Integer division is also more accurate in its rounding behaviours. (Also
686 implemented by Mark Dickinson; :issue:`1811`.)
687
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +0000688* It's now possible for a subclass of the built-in :class:`unicode` type
689 to override the :meth:`__unicode__` method. (Implemented by
690 Victor Stinner; :issue:`1583863`.)
691
Ezio Melotti021f3342010-04-06 03:26:49 +0000692* The :class:`bytearray` type's :meth:`~bytearray.translate` method now accepts
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000693 ``None`` as its first argument. (Fixed by Georg Brandl;
Andrew M. Kuchling9a4b94c2009-04-03 21:43:00 +0000694 :issue:`4759`.)
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000695
Ezio Melotti021f3342010-04-06 03:26:49 +0000696 .. bytearray doesn't seem to be documented
697
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000698* When using ``@classmethod`` and ``@staticmethod`` to wrap
699 methods as class or static methods, the wrapper object now
700 exposes the wrapped function as their :attr:`__func__` attribute.
701 (Contributed by Amaury Forgeot d'Arc, after a suggestion by
702 George Sakkis; :issue:`5982`.)
703
Andrew M. Kuchlingd3b60222010-05-01 01:19:16 +0000704* When a restricted set of attributes were set using ``__slots__``,
705 deleting an unset attribute would not raise :exc:`AttributeError`
706 as you would expect. Fixed by Benjamin Peterson; :issue:`7604`.)
707
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000708* A new encoding named "cp720", used primarily for Arabic text, is now
709 supported. (Contributed by Alexander Belchenko and Amaury Forgeot
710 d'Arc; :issue:`1616979`.)
711
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +0000712* The :class:`file` object will now set the :attr:`filename` attribute
713 on the :exc:`IOError` exception when trying to open a directory
Andrew M. Kuchling0e7123f2010-02-08 13:22:24 +0000714 on POSIX platforms (noted by Jan Kaliszewski; :issue:`4764`), and
715 now explicitly checks for and forbids writing to read-only file objects
716 instead of trusting the C library to catch and report the error
717 (fixed by Stefan Krah; :issue:`5677`).
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +0000718
Benjamin Petersonae9a0a02009-12-31 16:49:37 +0000719* The Python tokenizer now translates line endings itself, so the
720 :func:`compile` built-in function can now accept code using any
721 line-ending convention. Additionally, it no longer requires that the
722 code end in a newline.
Andrew M. Kuchling91e0db82009-12-31 16:17:05 +0000723
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +0000724* Extra parentheses in function definitions are illegal in Python 3.x,
725 meaning that you get a syntax error from ``def f((x)): pass``. In
726 Python3-warning mode, Python 2.7 will now warn about this odd usage.
727 (Noted by James Lingard; :issue:`7362`.)
728
Andrew M. Kuchling4515f0d2010-04-11 20:40:09 +0000729* It's now possible to create weak references to old-style class
730 objects. New-style classes were always weak-referenceable. (Fixed
731 by Antoine Pitrou; :issue:`8268`.)
732
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +0000733* When a module object is garbage-collected, the module's dictionary is
734 now only cleared if no one else is holding a reference to the
735 dictionary (:issue:`7140`).
736
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000737.. ======================================================================
738
Andrew M. Kuchlingec6393f2010-04-11 01:40:30 +0000739.. _new-27-interpreter:
740
741Interpreter Changes
742-------------------------------
743
744A new environment variable, :envvar:`PYTHONWARNINGS`,
745allows controlling warnings. It should be set to a string
746containing warning settings, equivalent to those
747used with the :option:`-W` switch, separated by commas.
748(Contributed by Brian Curtin; :issue:`7301`.)
749
750For example, the following setting will print warnings every time
751they occur, but turn warnings from the :mod:`Cookie` module into an
752error. (The exact syntax for setting an environment variable varies
753across operating systems and shells, so it may be different for you.)
754
755::
756
757 export PYTHONWARNINGS=all,error:::Cookie:0
758
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +0000759When running a module using the interpreter's :option:`-m` switch,
760``sys.argv[0]`` will now be set to the string ``'-m'`` while the
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +0000761module is being located, while executing the :file:`__init__.py` files
762for any parent packages of the module to be executed.
763(Suggested by Michael Foord; implemented by Nick Coghlan;
764:issue:`8202`.)
Andrew M. Kuchlingec6393f2010-04-11 01:40:30 +0000765
766.. ======================================================================
767
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000768
769Optimizations
770-------------
771
Andrew M. Kuchling77069572009-03-31 01:21:01 +0000772Several performance enhancements have been added:
773
774.. * A new :program:`configure` option, :option:`--with-computed-gotos`,
775 compiles the main bytecode interpreter loop using a new dispatch
776 mechanism that gives speedups of up to 20%, depending on the system
777 and benchmark. The new mechanism is only supported on certain
778 compilers, such as gcc, SunPro, and icc.
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +0000779
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000780* A new opcode was added to perform the initial setup for
781 :keyword:`with` statements, looking up the :meth:`__enter__` and
782 :meth:`__exit__` methods. (Contributed by Benjamin Peterson.)
783
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +0000784* The garbage collector now performs better for one common usage
785 pattern: when many objects are being allocated without deallocating
786 any of them. This would previously take quadratic
787 time for garbage collection, but now the number of full garbage collections
788 is reduced as the number of objects on the heap grows.
789 The new logic is to only perform a full garbage collection pass when
790 the middle generation has been collected 10 times and when the
791 number of survivor objects from the middle generation exceeds 10% of
792 the number of objects in the oldest generation. (Suggested by Martin
Ezio Melotti021f3342010-04-06 03:26:49 +0000793 von Löwis and implemented by Antoine Pitrou; :issue:`4074`.)
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +0000794
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +0000795* The garbage collector tries to avoid tracking simple containers
796 which can't be part of a cycle. In Python 2.7, this is now true for
797 tuples and dicts containing atomic types (such as ints, strings,
798 etc.). Transitively, a dict containing tuples of atomic types won't
799 be tracked either. This helps reduce the cost of each
800 garbage collection by decreasing the number of objects to be
801 considered and traversed by the collector.
Antoine Pitrouc18f6b02009-03-28 19:10:13 +0000802 (Contributed by Antoine Pitrou; :issue:`4688`.)
803
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000804* Long integers are now stored internally either in base 2**15 or in base
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +0000805 2**30, the base being determined at build time. Previously, they
806 were always stored in base 2**15. Using base 2**30 gives
807 significant performance improvements on 64-bit machines, but
808 benchmark results on 32-bit machines have been mixed. Therefore,
809 the default is to use base 2**30 on 64-bit machines and base 2**15
810 on 32-bit machines; on Unix, there's a new configure option
811 :option:`--enable-big-digits` that can be used to override this default.
812
813 Apart from the performance improvements this change should be
814 invisible to end users, with one exception: for testing and
Ezio Melotti021f3342010-04-06 03:26:49 +0000815 debugging purposes there's a new structseq :data:`sys.long_info` that
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +0000816 provides information about the internal format, giving the number of
817 bits per digit and the size in bytes of the C type used to store
818 each digit::
819
820 >>> import sys
821 >>> sys.long_info
822 sys.long_info(bits_per_digit=30, sizeof_digit=4)
823
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +0000824 (Contributed by Mark Dickinson; :issue:`4258`.)
825
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +0000826 Another set of changes made long objects a few bytes smaller: 2 bytes
Andrew M. Kuchling77069572009-03-31 01:21:01 +0000827 smaller on 32-bit systems and 6 bytes on 64-bit.
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +0000828 (Contributed by Mark Dickinson; :issue:`5260`.)
829
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +0000830* The division algorithm for long integers has been made faster
831 by tightening the inner loop, doing shifts instead of multiplications,
832 and fixing an unnecessary extra iteration.
833 Various benchmarks show speedups of between 50% and 150% for long
834 integer divisions and modulo operations.
835 (Contributed by Mark Dickinson; :issue:`5512`.)
Andrew M. Kuchlinga7f59472009-12-31 16:38:53 +0000836 Bitwise operations are also significantly faster (initial patch by
837 Gregory Smith; :issue:`1087418`).
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000838
Andrew M. Kuchling9a4b94c2009-04-03 21:43:00 +0000839* The implementation of ``%`` checks for the left-side operand being
840 a Python string and special-cases it; this results in a 1-3%
841 performance increase for applications that frequently use ``%``
842 with strings, such as templating libraries.
843 (Implemented by Collin Winter; :issue:`5176`.)
844
Andrew M. Kuchling77069572009-03-31 01:21:01 +0000845* List comprehensions with an ``if`` condition are compiled into
846 faster bytecode. (Patch by Antoine Pitrou, back-ported to 2.7
847 by Jeffrey Yasskin; :issue:`4715`.)
848
Andrew M. Kuchling7f8ebdb2010-01-03 01:15:21 +0000849* Converting an integer or long integer to a decimal string was made
850 faster by special-casing base 10 instead of using a generalized
851 conversion function that supports arbitrary bases.
852 (Patch by Gawain Bolton; :issue:`6713`.)
853
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +0000854* The :meth:`split`, :meth:`replace`, :meth:`rindex`,
855 :meth:`rpartition`, and :meth:`rsplit` methods of string-like types
856 (strings, Unicode strings, and :class:`bytearray` objects) now use a
857 fast reverse-search algorithm instead of a character-by-character
858 scan. This is sometimes faster by a factor of 10. (Added by
859 Florent Xicluna; :issue:`7462` and :issue:`7622`.)
Andrew M. Kuchling7f8ebdb2010-01-03 01:15:21 +0000860
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000861* The :mod:`pickle` and :mod:`cPickle` modules now automatically
862 intern the strings used for attribute names, reducing memory usage
863 of the objects resulting from unpickling. (Contributed by Jake
864 McGuire; :issue:`5084`.)
865
866* The :mod:`cPickle` module now special-cases dictionaries,
867 nearly halving the time required to pickle them.
868 (Contributed by Collin Winter; :issue:`5670`.)
869
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000870.. ======================================================================
871
Georg Brandl0516f812009-11-18 18:52:35 +0000872New and Improved Modules
873========================
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +0000874
875As in every release, Python's standard library received a number of
876enhancements and bug fixes. Here's a partial list of the most notable
877changes, sorted alphabetically by module name. Consult the
878:file:`Misc/NEWS` file in the source tree for a more complete list of
879changes, or look through the Subversion logs for all the details.
880
Ezio Melotti021f3342010-04-06 03:26:49 +0000881* The :mod:`bdb` module's base debugging class :class:`~bdb.Bdb`
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000882 gained a feature for skipping modules. The constructor
883 now takes an iterable containing glob-style patterns such as
884 ``django.*``; the debugger will not step into stack frames
885 from a module that matches one of these patterns.
886 (Contributed by Maru Newby after a suggestion by
887 Senthil Kumaran; :issue:`5142`.)
888
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +0000889* The :mod:`binascii` module now supports the buffer API, so it can be
890 used with :class:`memoryview` instances and other similar buffer objects.
891 (Backported from 3.x by Florent Xicluna; :issue:`7703`.)
892
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +0000893* Updated module: the :mod:`bsddb` module has been updated from 4.7.2devel9
894 to version 4.8.4 of
895 `the pybsddb package <http://www.jcea.es/programacion/pybsddb.htm>`__.
896 The new version features better Python 3.x compatibility, various bug fixes,
897 and adds several new BerkeleyDB flags and methods.
Ezio Melotti021f3342010-04-06 03:26:49 +0000898 (Updated by Jesús Cea Avión; :issue:`8156`. The pybsddb
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +0000899 changelog can be browsed at http://hg.jcea.es/pybsddb/file/tip/ChangeLog.)
900
Ezio Melotti021f3342010-04-06 03:26:49 +0000901* The :mod:`bz2` module's :class:`~bz2.BZ2File` now supports the context
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +0000902 management protocol, so you can write ``with bz2.BZ2File(...) as f: ...``.
903 (Contributed by Hagen Fuerstenau; :issue:`3860`.)
904
Ezio Melotti021f3342010-04-06 03:26:49 +0000905* New class: the :class:`~collections.Counter` class in the :mod:`collections`
906 module is useful for tallying data. :class:`~collections.Counter` instances
907 behave mostly like dictionaries but return zero for missing keys instead of
Georg Brandlf6dab952009-04-28 21:48:35 +0000908 raising a :exc:`KeyError`:
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +0000909
Georg Brandlf6dab952009-04-28 21:48:35 +0000910 .. doctest::
911 :options: +NORMALIZE_WHITESPACE
912
913 >>> from collections import Counter
914 >>> c = Counter()
915 >>> for letter in 'here is a sample of english text':
916 ... c[letter] += 1
917 ...
918 >>> c
919 Counter({' ': 6, 'e': 5, 's': 3, 'a': 2, 'i': 2, 'h': 2,
920 'l': 2, 't': 2, 'g': 1, 'f': 1, 'm': 1, 'o': 1, 'n': 1,
921 'p': 1, 'r': 1, 'x': 1})
922 >>> c['e']
923 5
924 >>> c['z']
925 0
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +0000926
Andrew M. Kuchling4515f0d2010-04-11 20:40:09 +0000927 There are three additional :class:`~collections.Counter` methods:
928 :meth:`~collections.Counter.most_common` returns the N most common
929 elements and their counts. :meth:`~collections.Counter.elements`
930 returns an iterator over the contained elements, repeating each
931 element as many times as its count.
932 :meth:`~collections.Counter.subtract` takes an iterable and
933 subtracts one for each element instead of adding; if the argument is
934 a dictionary or another :class:`Counter`, the counts are
935 subtracted. ::
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +0000936
937 >>> c.most_common(5)
938 [(' ', 6), ('e', 5), ('s', 3), ('a', 2), ('i', 2)]
939 >>> c.elements() ->
940 'a', 'a', ' ', ' ', ' ', ' ', ' ', ' ',
941 'e', 'e', 'e', 'e', 'e', 'g', 'f', 'i', 'i',
942 'h', 'h', 'm', 'l', 'l', 'o', 'n', 'p', 's',
Georg Brandlf6dab952009-04-28 21:48:35 +0000943 's', 's', 'r', 't', 't', 'x'
Andrew M. Kuchling4515f0d2010-04-11 20:40:09 +0000944 >>> c['e']
945 5
946 >>> c.subtract('very heavy on the letter e')
947 >>> c['e'] # Count is now lower
948 -1
Ezio Melotti021f3342010-04-06 03:26:49 +0000949
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +0000950 Contributed by Raymond Hettinger; :issue:`1696199`.
951
Andrew M. Kuchling4515f0d2010-04-11 20:40:09 +0000952 .. revision 79660
953
Ezio Melotti021f3342010-04-06 03:26:49 +0000954 The new :class:`~collections.OrderedDict` class is described in the earlier
955 section :ref:`pep-0372`.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +0000956
Ezio Melotti021f3342010-04-06 03:26:49 +0000957 The :class:`~collections.namedtuple` class now has an optional *rename* parameter.
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +0000958 If *rename* is true, field names that are invalid because they've
Andrew M. Kuchling9a4b94c2009-04-03 21:43:00 +0000959 been repeated or that aren't legal Python identifiers will be
960 renamed to legal names that are derived from the field's
961 position within the list of fields:
962
Georg Brandlf6dab952009-04-28 21:48:35 +0000963 >>> from collections import namedtuple
964 >>> T = namedtuple('T', ['field1', '$illegal', 'for', 'field2'], rename=True)
Andrew M. Kuchling9a4b94c2009-04-03 21:43:00 +0000965 >>> T._fields
966 ('field1', '_1', '_2', 'field2')
967
968 (Added by Raymond Hettinger; :issue:`1818`.)
969
Andrew M. Kuchling6d7dfa22010-04-11 12:49:37 +0000970 The :class:`~collections.deque` data type now has a
971 :meth:`~collections.deque.count` method that returns the number of
972 contained elements equal to the supplied argument *x*, and a
973 :meth:`~collections.deque.reverse` method that reverses the elements
974 of the deque in-place. :class:`deque` also exposes its maximum
975 length as the read-only :attr:`~collections.deque.maxlen` attribute.
976 (Both features added by Raymond Hettinger.)
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +0000977
Andrew M. Kuchling02f7b992010-05-07 01:45:14 +0000978* Constructors for the parsing classes in the :mod:`ConfigParser` module now
979 take a *allow_no_value* parameter, defaulting to false; if true,
980 options without values will be allowed. For example::
981
982 >>> import ConfigParser, StringIO
983 >>> sample_config = """
984 ... [mysqld]
985 ... user = mysql
986 ... pid-file = /var/run/mysqld/mysqld.pid
987 ... skip-bdb
988 ... """
989 >>> config = ConfigParser.RawConfigParser(allow_no_value=True)
990 >>> config.readfp(StringIO.StringIO(sample_config))
991 >>> config.get('mysqld', 'user')
992 'mysql'
993 >>> print config.get('mysqld', 'skip-bdb')
994 None
995 >>> print config.get('mysqld', 'unknown')
996 Traceback (most recent call last):
997 ...
998 ConfigParser.NoOptionError: No option 'unknown' in section: 'mysqld'
999
1000 (Contributed by Mats Kindahl; :issue:`7005`.)
1001
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001002* Deprecated function: :func:`contextlib.nested`, which allows
1003 handling more than one context manager with a single :keyword:`with`
1004 statement, has been deprecated, because :keyword:`with` supports
1005 multiple context managers syntactically now.
1006
Ezio Melotti021f3342010-04-06 03:26:49 +00001007* The :mod:`copy` module's :func:`~copy.deepcopy` function will now
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +00001008 correctly copy bound instance methods. (Implemented by
1009 Robert Collins; :issue:`1515`.)
1010
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001011* The :mod:`ctypes` module now always converts ``None`` to a C NULL
1012 pointer for arguments declared as pointers. (Changed by Thomas
Andrew M. Kuchling46c2db52010-03-21 18:47:12 +00001013 Heller; :issue:`4606`.) The underlying `libffi library
1014 <http://sourceware.org/libffi/>`__ has been updated to version
1015 3.0.9, containing various fixes for different platforms. (Updated
1016 by Matthias Klose; :issue:`8142`.)
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001017
Ezio Melotti021f3342010-04-06 03:26:49 +00001018* New method: the :mod:`datetime` module's :class:`~datetime.timedelta` class
1019 gained a :meth:`~datetime.timedelta.total_seconds` method that returns the
1020 number of seconds in the duration. (Contributed by Brian Quinlan; :issue:`5788`.)
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +00001021
Ezio Melotti021f3342010-04-06 03:26:49 +00001022* New method: the :class:`~decimal.Decimal` class gained a
1023 :meth:`~decimal.Decimal.from_float` class method that performs an exact
1024 conversion of a floating-point number to a :class:`~decimal.Decimal`.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001025 Note that this is an **exact** conversion that strives for the
1026 closest decimal approximation to the floating-point representation's value;
1027 the resulting decimal value will therefore still include the inaccuracy,
1028 if any.
1029 For example, ``Decimal.from_float(0.1)`` returns
1030 ``Decimal('0.1000000000000000055511151231257827021181583404541015625')``.
1031 (Implemented by Raymond Hettinger; :issue:`4796`.)
1032
Andrew M. Kuchling04b99cc2010-05-04 01:24:22 +00001033 Comparing instances of :class:`Decimal` with floating-point
1034 numbers now produces sensible results based on the numeric values
1035 of the operands. Previously such comparisons would fall back to
1036 Python's default rules for comparing objects, which produced arbitrary
1037 results based on their type. Note that you still cannot combine
1038 :class:`Decimal` and floating-point in other operations such as addition,
1039 since you should be explicitly choosing how to convert between float and
1040 :class:`Decimal`.
1041 (Fixed by Mark Dickinson; :issue:`2531`.)
1042
Ezio Melotti021f3342010-04-06 03:26:49 +00001043 Most of the methods of the :class:`~decimal.Context` class now accept integers
1044 as well as :class:`~decimal.Decimal` instances; the only exceptions are the
1045 :meth:`~decimal.Context.canonical` and :meth:`~decimal.Context.is_canonical`
1046 methods. (Patch by Juan José Conti; :issue:`7633`.)
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +00001047
Andrew M. Kuchling4515f0d2010-04-11 20:40:09 +00001048 The constructor for :class:`~decimal.Decimal` now accepts
1049 floating-point numbers (added by Raymond Hettinger; :issue:`8257`)
1050 and non-European Unicode characters such as Arabic-Indic digits
1051 (contributed by Mark Dickinson; :issue:`6595`).
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001052
Ezio Melotti021f3342010-04-06 03:26:49 +00001053 When using :class:`~decimal.Decimal` instances with a string's
1054 :meth:`~str.format` method, the default alignment was previously
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001055 left-alignment. This has been changed to right-alignment, which seems
1056 more sensible for numeric types. (Changed by Mark Dickinson; :issue:`6857`.)
1057
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +00001058 Comparisons involving a signaling NaN value (or ``sNAN``) now signal
1059 :const:`InvalidOperation` instead of silently returning a true or
1060 false value depending on the comparison operator. Quiet NaN values
1061 (or ``NaN``) are now hashable. (Fixed by Mark Dickinson;
1062 :issue:`7279`.)
1063
Andrew M. Kuchling363dbcc2010-04-14 23:55:17 +00001064* The :mod:`difflib` module now produces output that is more
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +00001065 compatible with modern :command:`diff`/:command:`patch` tools
1066 through one small change, using a tab character instead of spaces as
1067 a separator in the header giving the filename. (Fixed by Anatoly
1068 Techtonik; :issue:`7585`.)
1069
1070* The :mod:`doctest` module's :const:`IGNORE_EXCEPTION_DETAIL` flag
1071 will now ignore the name of the module containing the exception
1072 being tested. (Patch by Lennart Regebro; :issue:`7490`.)
Andrew M. Kuchling363dbcc2010-04-14 23:55:17 +00001073
Andrew M. Kuchling4515f0d2010-04-11 20:40:09 +00001074* The :class:`~fractions.Fraction` class now accepts a single float or
1075 :class:`~decimal.Decimal` instance, or two rational numbers, as
1076 arguments to its constructor. (Implemented by Mark Dickinson;
1077 rationals added in :issue:`5812`, and float/decimal in
1078 :issue:`8294`.)
Andrew M. Kuchling92b97002009-05-02 17:12:15 +00001079
Andrew M. Kuchlingec6393f2010-04-11 01:40:30 +00001080 An oversight was fixed, making the :class:`Fraction` match the other
1081 numeric types; ordering comparisons (``<``, ``<=``, ``>``, ``>=``) between
1082 fractions and complex numbers now raise a :exc:`TypeError`.
1083
1084 .. revision 79455
1085
Ezio Melotti021f3342010-04-06 03:26:49 +00001086* New class: a new :class:`~ftplib.FTP_TLS` class in
Andrew M. Kuchlingf91a6792010-03-24 18:07:43 +00001087 the :mod:`ftplib` module provides secure FTP
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +00001088 connections using TLS encapsulation of authentication as well as
Andrew M. Kuchlingf91a6792010-03-24 18:07:43 +00001089 subsequent control and data transfers.
1090 (Contributed by Giampaolo Rodola', :issue:`2054`.)
1091
Ezio Melotti021f3342010-04-06 03:26:49 +00001092 The :meth:`~ftplib.FTP.storbinary` method for binary uploads can now restart
Andrew M. Kuchlingf91a6792010-03-24 18:07:43 +00001093 uploads thanks to an added *rest* parameter (patch by Pablo Mouzo;
1094 :issue:`6845`.)
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +00001095
Andrew M. Kuchling6d7dfa22010-04-11 12:49:37 +00001096* New class decorator: :func:`total_ordering` in the :mod:`functools`
1097 module takes a class that defines an :meth:`__eq__` method and one of
1098 :meth:`__lt__`, :meth:`__le__`, :meth:`__gt__`, or :meth:`__ge__`,
1099 and generates the missing comparison methods. Since the
1100 :meth:`__cmp__` method is being deprecated in Python 3.x,
1101 this decorator makes it easier to define ordered classes.
1102 (Added by Raymond Hettinger; :issue:`5479`.)
1103
1104 New function: :func:`cmp_to_key` will take an old-style comparison
1105 function that expects two arguments and return a new callable that
1106 can be used as the *key* parameter to functions such as
1107 :func:`sorted`, :func:`min` and :func:`max`, etc. The primary
1108 intended use is to help with making code compatible with Python 3.x.
1109 (Added by Raymond Hettinger.)
1110
Ezio Melotti021f3342010-04-06 03:26:49 +00001111* New function: the :mod:`gc` module's :func:`~gc.is_tracked` returns
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001112 true if a given instance is tracked by the garbage collector, false
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +00001113 otherwise. (Contributed by Antoine Pitrou; :issue:`4688`.)
1114
Ezio Melotti021f3342010-04-06 03:26:49 +00001115* The :mod:`gzip` module's :class:`~gzip.GzipFile` now supports the context
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +00001116 management protocol, so you can write ``with gzip.GzipFile(...) as f: ...``
1117 (contributed by Hagen Fuerstenau; :issue:`3860`), and it now implements
1118 the :class:`io.BufferedIOBase` ABC, so you can wrap it with
1119 :class:`io.BufferedReader` for faster processing
1120 (contributed by Nir Aides; :issue:`7471`).
1121 It's also now possible to override the modification time
Andrew M. Kuchling77069572009-03-31 01:21:01 +00001122 recorded in a gzipped file by providing an optional timestamp to
1123 the constructor. (Contributed by Jacques Frechet; :issue:`4272`.)
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +00001124
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +00001125 Files in gzip format can be padded with trailing zero bytes; the
1126 :mod:`gzip` module will now consume these trailing bytes. (Fixed by
1127 Tadek Pietraszek and Brian Curtin; :issue:`2846`.)
1128
Ezio Melotti021f3342010-04-06 03:26:49 +00001129* New attribute: the :mod:`hashlib` module now has an :attr:`~hashlib.hashlib.algorithms`
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +00001130 attribute containing a tuple naming the supported algorithms.
1131 In Python 2.7, ``hashlib.algorithms`` contains
1132 ``('md5', 'sha1', 'sha224', 'sha256', 'sha384', 'sha512')``
1133 (Contributed by Carl Chenet; :issue:`7418`.)
1134
Ezio Melotti021f3342010-04-06 03:26:49 +00001135* The default :class:`~httplib.HTTPResponse` class used by the :mod:`httplib` module now
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001136 supports buffering, resulting in much faster reading of HTTP responses.
1137 (Contributed by Kristjan Valur Jonsson; :issue:`4879`.)
1138
Ezio Melotti021f3342010-04-06 03:26:49 +00001139 The :class:`~httplib.HTTPConnection` and :class:`~httplib.HTTPSConnection` classes
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00001140 now support a *source_address* parameter, a ``(host, port)`` 2-tuple
1141 giving the source address that will be used for the connection.
1142 (Contributed by Eldon Ziegler; :issue:`3972`.)
1143
Andrew M. Kuchlingd3b60222010-05-01 01:19:16 +00001144* The :mod:`ihooks` module now supports relative imports. Note that
1145 :mod:`ihooks` is an older module used to support customizing imports,
1146 superseded by the :mod:`imputil` module added in Python 2.0.
1147 (Relative import support added by Neil Schemenauer.)
1148
1149 .. revision 75423
1150
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001151* The :mod:`imaplib` module now supports IPv6 addresses.
1152 (Contributed by Derek Morr; :issue:`1655`.)
1153
Andrew M. Kuchlingce690522010-04-13 01:32:51 +00001154* New function: the :mod:`inspect` module's :func:`~inspect.getcallargs`
1155 takes a callable and its positional and keyword arguments,
1156 and figures out which of the callable's parameters will receive each argument,
1157 returning a dictionary mapping argument names to their values. For example::
1158
1159 >>> from inspect import getcallargs
1160 >>> def f(a, b=1, *pos, **named):
1161 ... pass
1162 >>> getcallargs(f, 1, 2, 3)
1163 {'a': 1, 'named': {}, 'b': 2, 'pos': (3,)}
1164 >>> getcallargs(f, a=2, x=4)
1165 {'a': 2, 'named': {'x': 4}, 'b': 1, 'pos': ()}
1166 >>> getcallargs(f)
1167 Traceback (most recent call last):
1168 ...
1169 TypeError: f() takes at least 1 argument (0 given)
1170
1171 Contributed by George Sakkis; :issue:`3135`.
1172
Andrew M. Kuchlingf91a6792010-03-24 18:07:43 +00001173* Updated module: The :mod:`io` library has been upgraded to the version shipped with
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001174 Python 3.1. For 3.1, the I/O library was entirely rewritten in C
Andrew M. Kuchlingf91a6792010-03-24 18:07:43 +00001175 and is 2 to 20 times faster depending on the task being performed. The
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001176 original Python version was renamed to the :mod:`_pyio` module.
1177
1178 One minor resulting change: the :class:`io.TextIOBase` class now
1179 has an :attr:`errors` attribute giving the error setting
1180 used for encoding and decoding errors (one of ``'strict'``, ``'replace'``,
1181 ``'ignore'``).
1182
1183 The :class:`io.FileIO` class now raises an :exc:`OSError` when passed
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +00001184 an invalid file descriptor. (Implemented by Benjamin Peterson;
Ezio Melotti021f3342010-04-06 03:26:49 +00001185 :issue:`4991`.) The :meth:`~io.IOBase.truncate` method now preserves the
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +00001186 file position; previously it would change the file position to the
1187 end of the new file. (Fixed by Pascal Chambon; :issue:`6939`.)
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +00001188
Andrew M. Kuchling5a73ff82009-12-02 14:27:11 +00001189* New function: ``itertools.compress(data, selectors)`` takes two
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +00001190 iterators. Elements of *data* are returned if the corresponding
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001191 value in *selectors* is true::
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +00001192
1193 itertools.compress('ABCDEF', [1,0,1,0,1,1]) =>
1194 A, C, E, F
1195
Ezio Melotti021f3342010-04-06 03:26:49 +00001196 .. maybe here is better to use >>> list(itertools.compress(...)) instead
1197
Andrew M. Kuchling5a73ff82009-12-02 14:27:11 +00001198 New function: ``itertools.combinations_with_replacement(iter, r)``
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +00001199 returns all the possible *r*-length combinations of elements from the
Ezio Melotti021f3342010-04-06 03:26:49 +00001200 iterable *iter*. Unlike :func:`~itertools.combinations`, individual elements
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +00001201 can be repeated in the generated combinations::
1202
1203 itertools.combinations_with_replacement('abc', 2) =>
1204 ('a', 'a'), ('a', 'b'), ('a', 'c'),
1205 ('b', 'b'), ('b', 'c'), ('c', 'c')
1206
1207 Note that elements are treated as unique depending on their position
1208 in the input, not their actual values.
1209
Ezio Melotti021f3342010-04-06 03:26:49 +00001210 The :func:`itertools.count` function now has a *step* argument that
1211 allows incrementing by values other than 1. :func:`~itertools.count` also
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +00001212 now allows keyword arguments, and using non-integer values such as
Ezio Melotti021f3342010-04-06 03:26:49 +00001213 floats or :class:`~decimal.Decimal` instances. (Implemented by Raymond
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +00001214 Hettinger; :issue:`5032`.)
1215
Andrew M. Kuchling77069572009-03-31 01:21:01 +00001216 :func:`itertools.combinations` and :func:`itertools.product` were
1217 previously raising :exc:`ValueError` for values of *r* larger than
1218 the input iterable. This was deemed a specification error, so they
1219 now return an empty iterator. (Fixed by Raymond Hettinger; :issue:`4816`.)
1220
Andrew M. Kuchlingf91a6792010-03-24 18:07:43 +00001221* Updated module: The :mod:`json` module was upgraded to version 2.0.9 of the
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +00001222 simplejson package, which includes a C extension that makes
1223 encoding and decoding faster.
1224 (Contributed by Bob Ippolito; :issue:`4136`.)
1225
Ezio Melotti021f3342010-04-06 03:26:49 +00001226 To support the new :class:`collections.OrderedDict` type, :func:`json.load`
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +00001227 now has an optional *object_pairs_hook* parameter that will be called
1228 with any object literal that decodes to a list of pairs.
1229 (Contributed by Raymond Hettinger; :issue:`5381`.)
1230
Andrew M. Kuchling837a5382010-05-06 17:21:59 +00001231* The :mod:`mailbox` module's :class:`Maildir` class now records the
1232 timestamp on the directories it reads, and only re-reads them if the
1233 modification time has subsequently changed. This improves
1234 performance by avoiding unneeded directory scans. (Fixed by
1235 A.M. Kuchling and Antoine Pitrou; :issue:`1607951`, :issue:`6896`.)
1236
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +00001237* New functions: the :mod:`math` module gained
Ezio Melotti021f3342010-04-06 03:26:49 +00001238 :func:`~math.erf` and :func:`~math.erfc` for the error function and the complementary error function,
1239 :func:`~math.expm1` which computes ``e**x - 1`` with more precision than
1240 using :func:`~math.exp` and subtracting 1,
1241 :func:`~math.gamma` for the Gamma function, and
1242 :func:`~math.lgamma` for the natural log of the Gamma function.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001243 (Contributed by Mark Dickinson and nirinA raseliarison; :issue:`3366`.)
1244
Andrew M. Kuchling24520b42009-04-09 11:22:47 +00001245* The :mod:`multiprocessing` module's :class:`Manager*` classes
1246 can now be passed a callable that will be called whenever
1247 a subprocess is started, along with a set of arguments that will be
1248 passed to the callable.
1249 (Contributed by lekma; :issue:`5585`.)
1250
Ezio Melotti021f3342010-04-06 03:26:49 +00001251 The :class:`~multiprocessing.Pool` class, which controls a pool of worker processes,
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +00001252 now has an optional *maxtasksperchild* parameter. Worker processes
1253 will perform the specified number of tasks and then exit, causing the
Ezio Melotti021f3342010-04-06 03:26:49 +00001254 :class:`~multiprocessing.Pool` to start a new worker. This is useful if tasks may leak
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +00001255 memory or other resources, or if some tasks will cause the worker to
1256 become very large.
1257 (Contributed by Charles Cazabon; :issue:`6963`.)
1258
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001259* The :mod:`nntplib` module now supports IPv6 addresses.
1260 (Contributed by Derek Morr; :issue:`1664`.)
1261
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +00001262* New functions: the :mod:`os` module wraps the following POSIX system
Ezio Melotti021f3342010-04-06 03:26:49 +00001263 calls: :func:`~os.getresgid` and :func:`~os.getresuid`, which return the
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +00001264 real, effective, and saved GIDs and UIDs;
Ezio Melotti021f3342010-04-06 03:26:49 +00001265 :func:`~os.setresgid` and :func:`~os.setresuid`, which set
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +00001266 real, effective, and saved GIDs and UIDs to new values;
Ezio Melotti021f3342010-04-06 03:26:49 +00001267 :func:`~os.initgroups`. (GID/UID functions
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +00001268 contributed by Travis H.; :issue:`6508`. Support for initgroups added
1269 by Jean-Paul Calderone; :issue:`7333`.)
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +00001270
Andrew M. Kuchling46c2db52010-03-21 18:47:12 +00001271 The :func:`os.fork` function now re-initializes the import lock in
Ezio Melotti021f3342010-04-06 03:26:49 +00001272 the child process; this fixes problems on Solaris when :func:`~os.fork`
Andrew M. Kuchling46c2db52010-03-21 18:47:12 +00001273 is called from a thread. (Fixed by Zsolt Cserna; :issue:`7242`.)
1274
Ezio Melotti021f3342010-04-06 03:26:49 +00001275* In the :mod:`os.path` module, the :func:`~os.path.normpath` and
1276 :func:`~os.path.abspath` functions now preserve Unicode; if their input path
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +00001277 is a Unicode string, the return value is also a Unicode string.
Ezio Melotti021f3342010-04-06 03:26:49 +00001278 (:meth:`~os.path.normpath` fixed by Matt Giuca in :issue:`5827`;
1279 :meth:`~os.path.abspath` fixed by Ezio Melotti in :issue:`3426`.)
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +00001280
Andrew M. Kuchling9cb42772009-01-21 02:15:43 +00001281* The :mod:`pydoc` module now has help for the various symbols that Python
1282 uses. You can now do ``help('<<')`` or ``help('@')``, for example.
1283 (Contributed by David Laban; :issue:`4739`.)
1284
Ezio Melotti021f3342010-04-06 03:26:49 +00001285* The :mod:`re` module's :func:`~re.split`, :func:`~re.sub`, and :func:`~re.subn`
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001286 now accept an optional *flags* argument, for consistency with the
1287 other functions in the module. (Added by Gregory P. Smith.)
1288
Andrew M. Kuchlingca485622010-05-06 01:10:56 +00001289* New function: :func:`~runpy.run_path` in the :mod:`runpy` module
1290 will execute the code at a provided *path* argument. *path* can be
1291 the path of a Python source file (:file:`example.py`), a compiled
1292 bytecode file (:file:`example.pyc`), a directory
1293 (:file:`./package/'), or a zip archive (:file:`example.zip`). If a
1294 directory or zip path is provided, it will be added to the front of
1295 ``sys.path`` and the module :mod:`__main__` will be imported. It's
1296 expected that the directory or zip contains a :file:`__main__.py`;
1297 if it doesn't, some other :file:`__main__.py` might be imported from
1298 a location later in ``sys.path``. This makes some of the machinery
Andrew M. Kuchling837a5382010-05-06 17:21:59 +00001299 of :mod:`runpy` available to scripts that want to mimic the way
1300 Python's :option:`-m` processes an explicit path name.
1301 (Added by Nick Coghlan; :issue:`6816`.)
Andrew M. Kuchlingca485622010-05-06 01:10:56 +00001302
Ezio Melotti021f3342010-04-06 03:26:49 +00001303* New function: in the :mod:`shutil` module, :func:`~shutil.make_archive`
Andrew M. Kuchlingf91a6792010-03-24 18:07:43 +00001304 takes a filename, archive type (zip or tar-format), and a directory
1305 path, and creates an archive containing the directory's contents.
1306 (Added by Tarek Ziadé.)
1307
Ezio Melotti021f3342010-04-06 03:26:49 +00001308 :mod:`shutil`'s :func:`~shutil.copyfile` and :func:`~shutil.copytree`
1309 functions now raise a :exc:`~shutil.SpecialFileError` exception when
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001310 asked to copy a named pipe. Previously the code would treat
1311 named pipes like a regular file by opening them for reading, and
1312 this would block indefinitely. (Fixed by Antoine Pitrou; :issue:`3002`.)
1313
1314* New functions: in the :mod:`site` module, three new functions
1315 return various site- and user-specific paths.
Ezio Melotti021f3342010-04-06 03:26:49 +00001316 :func:`~site.getsitepackages` returns a list containing all
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001317 global site-packages directories, and
Ezio Melotti021f3342010-04-06 03:26:49 +00001318 :func:`~site.getusersitepackages` returns the path of the user's
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001319 site-packages directory.
Ezio Melotti021f3342010-04-06 03:26:49 +00001320 :func:`~site.getuserbase` returns the value of the :envvar:`USER_BASE`
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001321 environment variable, giving the path to a directory that can be used
1322 to store data.
Andrew M. Kuchling039c8992010-02-01 02:04:26 +00001323 (Contributed by Tarek Ziadé; :issue:`6693`.)
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001324
Andrew M. Kuchling46c2db52010-03-21 18:47:12 +00001325 The :mod:`site` module now reports exceptions occurring
1326 when the :mod:`sitecustomize` module is imported, and will no longer
Florent Xiclunaad598332010-03-31 21:40:32 +00001327 catch and swallow the :exc:`KeyboardInterrupt` exception. (Fixed by
Andrew M. Kuchling46c2db52010-03-21 18:47:12 +00001328 Victor Stinner; :issue:`3137`.)
1329
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +00001330* The :func:`~socket.create_connection` function
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +00001331 gained a *source_address* parameter, a ``(host, port)`` 2-tuple
1332 giving the source address that will be used for the connection.
1333 (Contributed by Eldon Ziegler; :issue:`3972`.)
Andrew M. Kuchlinga7f59472009-12-31 16:38:53 +00001334
Ezio Melotti021f3342010-04-06 03:26:49 +00001335 The :meth:`~socket.socket.recv_into` and :meth:`~socket.socket.recvfrom_into`
1336 methods will now write into objects that support the buffer API, most usefully
Andrew M. Kuchling46c2db52010-03-21 18:47:12 +00001337 the :class:`bytearray` and :class:`memoryview` objects. (Implemented by
1338 Antoine Pitrou; :issue:`8104`.)
1339
Ezio Melotti021f3342010-04-06 03:26:49 +00001340* The :mod:`SocketServer` module's :class:`~SocketServer.TCPServer` class now
1341 has a :attr:`~SocketServer.TCPServer.disable_nagle_algorithm` class attribute.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001342 The default value is False; if overridden to be True,
1343 new request connections will have the TCP_NODELAY option set to
1344 prevent buffering many small sends into a single TCP packet.
1345 (Contributed by Kristjan Valur Jonsson; :issue:`6192`.)
1346
Ezio Melotti021f3342010-04-06 03:26:49 +00001347* Updated module: the :mod:`sqlite3` module has been updated to
Andrew M. Kuchlingfed15762010-03-08 12:00:39 +00001348 version 2.6.0 of the `pysqlite package <http://code.google.com/p/pysqlite/>`__. Version 2.6.0 includes a number of bugfixes, and adds
1349 the ability to load SQLite extensions from shared libraries.
1350 Call the ``enable_load_extension(True)`` method to enable extensions,
Ezio Melotti021f3342010-04-06 03:26:49 +00001351 and then call :meth:`~sqlite3.Connection.load_extension` to load a particular shared library.
Andrew M. Kuchlingfed15762010-03-08 12:00:39 +00001352 (Updated by Gerhard Häring.)
1353
Antoine Pitroud69e6ee2010-05-07 10:15:51 +00001354* The :mod:`ssl` module's :class:`ssl.SSLSocket` objects now support the
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +00001355 buffer API, which fixed a test suite failure (fix by Antoine Pitrou;
1356 :issue:`7133`) and automatically set
1357 OpenSSL's :cmacro:`SSL_MODE_AUTO_RETRY`, which will prevent an error
1358 code being returned from :meth:`recv` operations that trigger an SSL
1359 renegotiation (fix by Antoine Pitrou; :issue:`8222`).
1360
Antoine Pitroud69e6ee2010-05-07 10:15:51 +00001361 The :func:`ssl.wrap_socket` constructor function now takes a
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +00001362 *ciphers* argument that's a string listing the encryption algorithms
1363 to be allowed; the format of the string is described
Antoine Pitroud69e6ee2010-05-07 10:15:51 +00001364 `in the OpenSSL documentation
1365 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__.
1366 (Added by Antoine Pitrou; :issue:`8322`.)
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +00001367
1368 Another change makes the extension load all of OpenSSL's ciphers and
1369 digest algorithms so that they're all available. Some SSL
1370 certificates couldn't be verified, reporting an 'unknown algorithm'
1371 error. (Reported by Beda Kosata, and fixed by Antoine Pitrou;
1372 :issue:`8484`.)
1373
1374 The version of OpenSSL being used is now available as the module
Antoine Pitroud69e6ee2010-05-07 10:15:51 +00001375 attributes :data:`ssl.OPENSSL_VERSION` (a string),
1376 :data:`ssl.OPENSSL_VERSION_INFO` (a 5-tuple), and
1377 :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer). (Added by Antoine
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +00001378 Pitrou; :issue:`8321`.)
1379
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001380* The :mod:`struct` module will no longer silently ignore overflow
1381 errors when a value is too large for a particular integer format
1382 code (one of ``bBhHiIlLqQ``); it now always raises a
1383 :exc:`struct.error` exception. (Changed by Mark Dickinson;
Andrew M. Kuchling4515f0d2010-04-11 20:40:09 +00001384 :issue:`1523`.) The :func:`~struct.pack` function will also
1385 attempt to use :meth:`__index__` to convert and pack non-integers
1386 before trying the :meth:`__int__` method or reporting an error.
1387 (Changed by Mark Dickinson; :issue:`8300`.)
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001388
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001389* New function: the :mod:`subprocess` module's
Ezio Melotti021f3342010-04-06 03:26:49 +00001390 :func:`~subprocess.check_output` runs a command with a specified set of arguments
Andrew M. Kuchling9a4b94c2009-04-03 21:43:00 +00001391 and returns the command's output as a string when the command runs without
Ezio Melotti021f3342010-04-06 03:26:49 +00001392 error, or raises a :exc:`~subprocess.CalledProcessError` exception otherwise.
Andrew M. Kuchling10b1ec92009-01-02 21:00:35 +00001393
1394 ::
1395
1396 >>> subprocess.check_output(['df', '-h', '.'])
1397 'Filesystem Size Used Avail Capacity Mounted on\n
1398 /dev/disk0s2 52G 49G 3.0G 94% /\n'
1399
1400 >>> subprocess.check_output(['df', '-h', '/bogus'])
1401 ...
1402 subprocess.CalledProcessError: Command '['df', '-h', '/bogus']' returned non-zero exit status 1
1403
1404 (Contributed by Gregory P. Smith.)
1405
Andrew M. Kuchlingf91a6792010-03-24 18:07:43 +00001406 The :mod:`subprocess` module will now retry its internal system calls
1407 on receiving an :const:`EINTR` signal. (Reported by several people; final
1408 patch by Gregory P. Smith in :issue:`1068268`.)
1409
Ezio Melotti021f3342010-04-06 03:26:49 +00001410* New function: :func:`~symtable.is_declared_global` in the :mod:`symtable` module
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001411 returns true for variables that are explicitly declared to be global,
1412 false for ones that are implicitly global.
1413 (Contributed by Jeremy Hylton.)
1414
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +00001415* The :mod:`syslog` module will now use the value of ``sys.argv[0]`` as the
1416 identifier instead of the previous default value of ``'python'``.
1417 (Changed by Sean Reifschneider; :issue:`8451`.)
1418
Andrew M. Kuchling9a4b94c2009-04-03 21:43:00 +00001419* The ``sys.version_info`` value is now a named tuple, with attributes
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +00001420 named :attr:`major`, :attr:`minor`, :attr:`micro`,
1421 :attr:`releaselevel`, and :attr:`serial`. (Contributed by Ross
1422 Light; :issue:`4285`.)
1423
1424 :func:`sys.getwindowsversion` also returns a named tuple,
Andrew M. Kuchling9e483ef2010-02-08 01:35:35 +00001425 with attributes named :attr:`major`, :attr:`minor`, :attr:`build`,
Ezio Melotti12477752010-02-08 22:22:41 +00001426 :attr:`platform`, :attr:`service_pack`, :attr:`service_pack_major`,
Eric Smithb3c54882010-02-03 14:17:50 +00001427 :attr:`service_pack_minor`, :attr:`suite_mask`, and
1428 :attr:`product_type`. (Contributed by Brian Curtin; :issue:`7766`.)
Andrew M. Kuchling9a4b94c2009-04-03 21:43:00 +00001429
Andrew M. Kuchling039c8992010-02-01 02:04:26 +00001430* The :mod:`tarfile` module's default error handling has changed, to
1431 no longer suppress fatal errors. The default error level was previously 0,
1432 which meant that errors would only result in a message being written to the
1433 debug log, but because the debug log is not activated by default,
1434 these errors go unnoticed. The default error level is now 1,
1435 which raises an exception if there's an error.
1436 (Changed by Lars Gustäbel; :issue:`7357`.)
1437
Ezio Melotti021f3342010-04-06 03:26:49 +00001438 :mod:`tarfile` now supports filtering the :class:`~tarfile.TarInfo`
1439 objects being added to a tar file. When you call :meth:`~tarfile.TarFile.add`,
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001440 instance, you may supply an optional *filter* argument
1441 that's a callable. The *filter* callable will be passed the
Ezio Melotti021f3342010-04-06 03:26:49 +00001442 :class:`~tarfile.TarInfo` for every file being added, and can modify and return it.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001443 If the callable returns ``None``, the file will be excluded from the
1444 resulting archive. This is more powerful than the existing
1445 *exclude* argument, which has therefore been deprecated.
Andrew M. Kuchling039c8992010-02-01 02:04:26 +00001446 (Added by Lars Gustäbel; :issue:`6856`.)
Ezio Melotti021f3342010-04-06 03:26:49 +00001447 The :class:`~tarfile.TarFile` class also now supports the context manager protocol.
Andrew M. Kuchlingfed15762010-03-08 12:00:39 +00001448 (Added by Lars Gustäbel; :issue:`7232`.)
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001449
Ezio Melotti021f3342010-04-06 03:26:49 +00001450* The :meth:`~threading.Event.wait` method of the :class:`threading.Event` class
1451 now returns the internal flag on exit. This means the method will usually
1452 return true because :meth:`~threading.Event.wait` is supposed to block until the
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001453 internal flag becomes true. The return value will only be false if
1454 a timeout was provided and the operation timed out.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001455 (Contributed by Tim Lesher; :issue:`1674032`.)
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001456
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +00001457* The Unicode database provided by the :mod:`unicodedata` module is
1458 now used internally to determine which characters are numeric,
1459 whitespace, or represent line breaks. The database also
1460 includes information from the :file:`Unihan.txt` data file (patch
1461 by Anders Chrigström and Amaury Forgeot d'Arc; :issue:`1571184`)
1462 and has been updated to version 5.2.0 (updated by
1463 Florent Xicluna; :issue:`8024`).
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00001464
Andrew M. Kuchling04b99cc2010-05-04 01:24:22 +00001465* The :mod:`urlparse` module's :func:`~urlparse.urlsplit` now handles
1466 unknown URL schemes in a fashion compliant with :rfc:`3986`: if the
1467 URL is of the form ``"<something>://..."``, the text before the
1468 ``://`` is treated as the scheme, even if it's a made-up scheme that
1469 the module doesn't know about. This change may break code that
1470 worked around the old behaviour. For example, Python 2.6.4 or 2.5
1471 will return the following:
1472
1473 >>> import urlparse
1474 >>> urlparse.urlsplit('invented://host/filename?query')
1475 ('invented', '', '//host/filename?query', '', '')
1476
1477 Python 2.7 (and Python 2.6.5) will return:
1478
1479 >>> import urlparse
1480 >>> urlparse.urlsplit('invented://host/filename?query')
1481 ('invented', 'host', '/filename?query', '', '')
1482
1483 (Python 2.7 actually produces slightly different output, since it
1484 returns a named tuple instead of a standard tuple.)
1485
1486 The :mod:`urlparse` module also supports IPv6 literal addresses as defined by
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +00001487 :rfc:`2732` (contributed by Senthil Kumaran; :issue:`2987`). ::
1488
1489 >>> urlparse.urlparse('http://[1080::8:800:200C:417A]/foo')
1490 ParseResult(scheme='http', netloc='[1080::8:800:200C:417A]',
1491 path='/foo', params='', query='', fragment='')
1492
Ezio Melotti021f3342010-04-06 03:26:49 +00001493* The :class:`~UserDict.UserDict` class is now a new-style class. (Changed by
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +00001494 Benjamin Peterson.)
1495
Andrew M. Kuchlingd3b60222010-05-01 01:19:16 +00001496* New class: the :class:`~weakref.WeakSet` class in the :mod:`weakref`
1497 module is a set that only holds weak references to its elements; elements
1498 will be removed once there are no references pointing to them.
1499 (Originally implemented in Python 3.x by Raymond Hettinger, and backported
1500 to 2.7 by Michael Foord.)
1501
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00001502* The ElementTree library, :mod:`xml.etree`, no longer escapes
1503 ampersands and angle brackets when outputting an XML processing
Ezio Melotti021f3342010-04-06 03:26:49 +00001504 instruction (which looks like ``<?xml-stylesheet href="#style1"?>``)
1505 or comment (which looks like ``<!-- comment -->``).
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00001506 (Patch by Neil Muller; :issue:`2746`.)
1507
Ezio Melotti021f3342010-04-06 03:26:49 +00001508* The :mod:`zipfile` module's :class:`~zipfile.ZipFile` now supports the context
Andrew M. Kuchling039c8992010-02-01 02:04:26 +00001509 management protocol, so you can write ``with zipfile.ZipFile(...) as f: ...``.
1510 (Contributed by Brian Curtin; :issue:`5511`.)
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00001511
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001512 :mod:`zipfile` now also supports archiving empty directories and
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +00001513 extracts them correctly. (Fixed by Kuba Wieczorek; :issue:`4710`.)
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001514 Reading files out of an archive is faster, and interleaving
Ezio Melotti021f3342010-04-06 03:26:49 +00001515 :meth:`~zipfile.ZipFile.read` and :meth:`~zipfile.ZipFile.readline` now works correctly.
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +00001516 (Contributed by Nir Aides; :issue:`7610`.)
Andrew M. Kuchling6c2633e2009-03-30 23:09:46 +00001517
Ezio Melotti021f3342010-04-06 03:26:49 +00001518 The :func:`~zipfile.is_zipfile` function now
Andrew M. Kuchling039c8992010-02-01 02:04:26 +00001519 accepts a file object, in addition to the path names accepted in earlier
1520 versions. (Contributed by Gabriel Genellina; :issue:`4756`.)
1521
Ezio Melotti021f3342010-04-06 03:26:49 +00001522 The :meth:`~zipfile.ZipFile.writestr` method now has an optional *compress_type* parameter
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00001523 that lets you override the default compression method specified in the
Ezio Melotti021f3342010-04-06 03:26:49 +00001524 :class:`~zipfile.ZipFile` constructor. (Contributed by Ronald Oussoren;
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00001525 :issue:`6003`.)
1526
1527
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001528.. ======================================================================
1529.. whole new modules get described in subsections here
1530
1531
1532.. _importlib-section:
1533
1534New module: importlib
1535------------------------------
1536
1537Python 3.1 includes the :mod:`importlib` package, a re-implementation
1538of the logic underlying Python's :keyword:`import` statement.
1539:mod:`importlib` is useful for implementors of Python interpreters and
1540to users who wish to write new importers that can participate in the
1541import process. Python 2.7 doesn't contain the complete
1542:mod:`importlib` package, but instead has a tiny subset that contains
1543a single function, :func:`~importlib.import_module`.
1544
1545``import_module(name, package=None)`` imports a module. *name* is
1546a string containing the module or package's name. It's possible to do
1547relative imports by providing a string that begins with a ``.``
1548character, such as ``..utils.errors``. For relative imports, the
1549*package* argument must be provided and is the name of the package that
1550will be used as the anchor for
1551the relative import. :func:`~importlib.import_module` both inserts the imported
1552module into ``sys.modules`` and returns the module object.
1553
1554Here are some examples::
1555
1556 >>> from importlib import import_module
1557 >>> anydbm = import_module('anydbm') # Standard absolute import
1558 >>> anydbm
1559 <module 'anydbm' from '/p/python/Lib/anydbm.py'>
1560 >>> # Relative import
1561 >>> sysconfig = import_module('..sysconfig', 'distutils.command')
1562 >>> sysconfig
1563 <module 'distutils.sysconfig' from '/p/python/Lib/distutils/sysconfig.pyc'>
1564
1565:mod:`importlib` was implemented by Brett Cannon and introduced in
1566Python 3.1.
1567
1568
Andrew M. Kuchling0e7123f2010-02-08 13:22:24 +00001569New module: sysconfig
1570---------------------------------
1571
Andrew M. Kuchlingca485622010-05-06 01:10:56 +00001572The :mod:`sysconfig` module has been pulled out of the Distutils
1573package, becoming a new top-level module in its own right.
1574:mod:`sysconfig` provides functions for getting information about
1575Python's build process: compiler switches, installation paths, the
1576platform name, and whether Python is running from its source
1577directory.
Andrew M. Kuchling0e7123f2010-02-08 13:22:24 +00001578
Andrew M. Kuchlingca485622010-05-06 01:10:56 +00001579Some of the functions in the module are:
1580
1581* :func:`~sysconfig.get_config_var` returns variables from Python's
1582 Makefile and the :file:`pyconfig.h` file.
1583* :func:`~sysconfig.get_config_vars` returns a dictionary containing
1584 all of the configuration variables.
1585* :func:`~sysconfig.getpath` returns the configured path for
1586 a particular type of module: the standard library,
1587 site-specific modules, platform-specific modules, etc.
1588* :func:`~sysconfig.is_python_build` returns true if you're running a
1589 binary from a Python source tree, and false otherwise.
1590
1591Consult the :mod:`sysconfig` documentation for more details and for
1592a complete list of functions.
1593
1594The Distutils package and :mod:`sysconfig` are now maintained and
1595renamed by Tarek Ziadé.
1596
Andrew M. Kuchling0e7123f2010-02-08 13:22:24 +00001597
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001598ttk: Themed Widgets for Tk
1599--------------------------
Andrew M. Kuchling46c2db52010-03-21 18:47:12 +00001600
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001601Tcl/Tk 8.5 includes a set of themed widgets that re-implement basic Tk
1602widgets but have a more customizable appearance and can therefore more
1603closely resemble the native platform's widgets. This widget
1604set was originally called Tile, but was renamed to Ttk (for "themed Tk")
1605on being added to Tcl/Tck release 8.5.
Andrew M. Kuchling46c2db52010-03-21 18:47:12 +00001606
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001607XXX write a brief discussion and an example here.
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00001608
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001609The :mod:`ttk` module was written by Guilherme Polo and added in
1610:issue:`2983`. An alternate version called ``Tile.py``, written by
1611Martin Franklin and maintained by Kevin Walzer, was proposed for
1612inclusion in :issue:`2618`, but the authors argued that Guilherme
1613Polo's work was more comprehensive.
1614
1615
1616.. _unittest-section:
Tarek Ziadé2b210692010-02-02 23:39:40 +00001617
Andrew M. Kuchlingacab9402010-05-06 17:27:57 +00001618Updated module: unittest
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001619---------------------------------
1620
Andrew M. Kuchlingb2454b22010-04-29 01:45:41 +00001621The :mod:`unittest` module was greatly enhanced; many
1622new features were added. Most of these features were implemented
Andrew M. Kuchlingacab9402010-05-06 17:27:57 +00001623by Michael Foord, unless otherwise noted. The enhanced version of
1624the module is downloadable separately for use with Python versions 2.4 to 2.6,
1625packaged as the :mod:`unittest2` package, from
1626http://pypi.python.org/pypi/unittest2.
Andrew M. Kuchlingb2454b22010-04-29 01:45:41 +00001627
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +00001628When used from the command line, the module can automatically discover
1629tests. It's not as fancy as `py.test <http://pytest.org>`__ or
1630`nose <http://code.google.com/p/python-nose/>`__, but provides a simple way
1631to run tests kept within a set of package directories. For example,
1632the following command will search the :file:`test/` subdirectory for
1633any importable test files named ``test*.py``::
1634
1635 python -m unittest discover -s test
1636
1637Consult the :mod:`unittest` module documentation for more details.
1638(Developed in :issue:`6001`.)
1639
1640The :func:`main` function supports some other new options:
1641
1642* :option:`-b` or :option:`--buffer` will buffer the standard output
1643 and standard error streams during each test. If the test passes,
1644 any resulting output will be discard; on failure, the buffered
1645 output will be displayed.
1646
1647* :option:`-c` or :option:`--catch` will cause the control-C interrupt
1648 to be handled more gracefully. Instead of interrupting the test
1649 process immediately, the currently running test will be completed
1650 and then the resulting partial results will be reported. If you're
1651 impatient, a second press of control-C will cause an immediate
1652 interruption.
1653
1654 This control-C handler tries to avoid interfering when the code
1655 being tested or the tests being run have defined a signal handler of
1656 their own, by noticing that a signal handler was already set and
1657 calling it. If this doesn't work for you, there's a
1658 :func:`removeHandler` decorator that can be used to mark tests that
1659 should have the control-C handling disabled.
1660
1661* :option:`-f` or :option:`--failfast` makes
1662 test execution stop immediately when a test fails instead of
1663 continuing to execute further tests. (Suggested by Cliff Dyer and
1664 implemented by Michael Foord; :issue:`8074`.)
1665
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001666The progress messages now shows 'x' for expected failures
1667and 'u' for unexpected successes when run in verbose mode.
1668(Contributed by Benjamin Peterson.)
Andrew M. Kuchlingb2454b22010-04-29 01:45:41 +00001669
1670Test cases can raise the :exc:`~unittest.SkipTest` exception to skip a
1671test. (:issue:`1034053`.)
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001672
Ezio Melotti021f3342010-04-06 03:26:49 +00001673The error messages for :meth:`~unittest.TestCase.assertEqual`,
1674:meth:`~unittest.TestCase.assertTrue`, and :meth:`~unittest.TestCase.assertFalse`
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001675failures now provide more information. If you set the
Ezio Melotti021f3342010-04-06 03:26:49 +00001676:attr:`~unittest.TestCase.longMessage` attribute of your :class:`~unittest.TestCase` classes to
1677True, both the standard error message and any additional message you
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001678provide will be printed for failures. (Added by Michael Foord; :issue:`5663`.)
1679
Ezio Melotti021f3342010-04-06 03:26:49 +00001680The :meth:`~unittest.TestCase.assertRaises` method now
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001681return a context handler when called without providing a callable
1682object to run. For example, you can write this::
1683
1684 with self.assertRaises(KeyError):
Ezio Melotti021f3342010-04-06 03:26:49 +00001685 {}['foo']
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001686
1687(Implemented by Antoine Pitrou; :issue:`4444`.)
1688
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +00001689.. rev 78774
1690
1691Module- and class-level setup and teardown fixtures are now supported.
Ezio Melotti021f3342010-04-06 03:26:49 +00001692Modules can contain :func:`~unittest.setUpModule` and :func:`~unittest.tearDownModule`
1693functions. Classes can have :meth:`~unittest.TestCase.setUpClass` and
1694:meth:`~unittest.TestCase.tearDownClass` methods that must be defined as class methods
1695(using ``@classmethod`` or equivalent). These functions and
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +00001696methods are invoked when the test runner switches to a test case in a
1697different module or class.
1698
Ezio Melotti021f3342010-04-06 03:26:49 +00001699The methods :meth:`~unittest.TestCase.addCleanup` and
1700:meth:`~unittest.TestCase.doCleanups` were added.
1701:meth:`~unittest.TestCase.addCleanup` allows you to add cleanup functions that
1702will be called unconditionally (after :meth:`~unittest.TestCase.setUp` if
1703:meth:`~unittest.TestCase.setUp` fails, otherwise after :meth:`~unittest.TestCase.tearDown`). This allows
Andrew M. Kuchling4a0661b2010-03-25 01:35:51 +00001704for much simpler resource allocation and deallocation during tests
1705(:issue:`5679`).
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001706
1707A number of new methods were added that provide more specialized
1708tests. Many of these methods were written by Google engineers
1709for use in their test suites; Gregory P. Smith, Michael Foord, and
1710GvR worked on merging them into Python's version of :mod:`unittest`.
1711
Ezio Melotti021f3342010-04-06 03:26:49 +00001712* :meth:`~unittest.TestCase.assertIsNone` and :meth:`~unittest.TestCase.assertIsNotNone` take one
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001713 expression and verify that the result is or is not ``None``.
1714
Ezio Melotti021f3342010-04-06 03:26:49 +00001715* :meth:`~unittest.TestCase.assertIs` and :meth:`~unittest.TestCase.assertIsNot`
1716 take two values and check whether the two values evaluate to the same object or not.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001717 (Added by Michael Foord; :issue:`2578`.)
1718
Ezio Melotti021f3342010-04-06 03:26:49 +00001719* :meth:`~unittest.TestCase.assertIsInstance` and
1720 :meth:`~unittest.TestCase.assertNotIsInstance` check whether
Andrew M. Kuchlinga7f59472009-12-31 16:38:53 +00001721 the resulting object is an instance of a particular class, or of
1722 one of a tuple of classes. (Added by Georg Brandl; :issue:`7031`.)
1723
Ezio Melotti021f3342010-04-06 03:26:49 +00001724* :meth:`~unittest.TestCase.assertGreater`, :meth:`~unittest.TestCase.assertGreaterEqual`,
1725 :meth:`~unittest.TestCase.assertLess`, and :meth:`~unittest.TestCase.assertLessEqual` compare
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001726 two quantities.
1727
Ezio Melotti021f3342010-04-06 03:26:49 +00001728* :meth:`~unittest.TestCase.assertMultiLineEqual` compares two strings, and if they're
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001729 not equal, displays a helpful comparison that highlights the
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00001730 differences in the two strings. This comparison is now used by
Ezio Melotti021f3342010-04-06 03:26:49 +00001731 default when Unicode strings are compared with :meth:`~unittest.TestCase.assertEqual`.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001732
Andrew M. Kuchlingb2454b22010-04-29 01:45:41 +00001733* :meth:`~unittest.TestCase.assertRegexpMatches` and
1734 :meth:`~unittest.TestCase.assertNotRegexpMatches` checks whether the
1735 first argument is a string matching or not matching the regular
1736 expression provided as the second argument (:issue:`8038`).
Ezio Melotti021f3342010-04-06 03:26:49 +00001737
1738* :meth:`~unittest.TestCase.assertRaisesRegexp` checks whether a particular exception
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001739 is raised, and then also checks that the string representation of
1740 the exception matches the provided regular expression.
1741
Ezio Melotti021f3342010-04-06 03:26:49 +00001742* :meth:`~unittest.TestCase.assertIn` and :meth:`~unittest.TestCase.assertNotIn`
1743 tests whether *first* is or is not in *second*.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001744
Ezio Melotti021f3342010-04-06 03:26:49 +00001745* :meth:`~unittest.TestCase.assertItemsEqual` tests whether two provided sequences
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001746 contain the same elements.
1747
Ezio Melotti021f3342010-04-06 03:26:49 +00001748* :meth:`~unittest.TestCase.assertSetEqual` compares whether two sets are equal, and
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001749 only reports the differences between the sets in case of error.
1750
Ezio Melotti021f3342010-04-06 03:26:49 +00001751* Similarly, :meth:`~unittest.TestCase.assertListEqual` and :meth:`~unittest.TestCase.assertTupleEqual`
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00001752 compare the specified types and explain any differences without necessarily
1753 printing their full values; these methods are now used by default
Ezio Melotti021f3342010-04-06 03:26:49 +00001754 when comparing lists and tuples using :meth:`~unittest.TestCase.assertEqual`.
1755 More generally, :meth:`~unittest.TestCase.assertSequenceEqual` compares two sequences
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001756 and can optionally check whether both sequences are of a
1757 particular type.
1758
Ezio Melotti021f3342010-04-06 03:26:49 +00001759* :meth:`~unittest.TestCase.assertDictEqual` compares two dictionaries and reports the
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00001760 differences; it's now used by default when you compare two dictionaries
Ezio Melotti021f3342010-04-06 03:26:49 +00001761 using :meth:`~unittest.TestCase.assertEqual`. :meth:`~unittest.TestCase.assertDictContainsSubset` checks whether
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001762 all of the key/value pairs in *first* are found in *second*.
1763
Ezio Melotti021f3342010-04-06 03:26:49 +00001764* :meth:`~unittest.TestCase.assertAlmostEqual` and :meth:`~unittest.TestCase.assertNotAlmostEqual` test
Andrew M. Kuchlingb2454b22010-04-29 01:45:41 +00001765 whether *first* and *second* are approximately equal. This method
1766 can either round their difference to an optionally-specified number
1767 of *places* (the default is 7) and compare it to zero, or require
1768 the difference to be smaller than a supplied *delta* value.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001769
Ezio Melotti021f3342010-04-06 03:26:49 +00001770* :meth:`~unittest.TestLoader.loadTestsFromName` properly honors the
1771 :attr:`~unittest.TestLoader.suiteClass` attribute of
1772 the :class:`~unittest.TestLoader`. (Fixed by Mark Roddy; :issue:`6866`.)
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001773
Ezio Melotti021f3342010-04-06 03:26:49 +00001774* A new hook lets you extend the :meth:`~unittest.TestCase.assertEqual` method to handle
1775 new data types. The :meth:`~unittest.TestCase.addTypeEqualityFunc` method takes a type
Andrew M. Kuchling9858f632010-03-23 18:39:24 +00001776 object and a function. The function will be used when both of the
1777 objects being compared are of the specified type. This function
1778 should compare the two objects and raise an exception if they don't
1779 match; it's a good idea for the function to provide additional
1780 information about why the two objects are matching, much as the new
1781 sequence comparison methods do.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001782
Andrew M. Kuchling9858f632010-03-23 18:39:24 +00001783:func:`unittest.main` now takes an optional ``exit`` argument. If
Ezio Melotti021f3342010-04-06 03:26:49 +00001784False, :func:`~unittest.main` doesn't call :func:`sys.exit`, allowing it to be
Andrew M. Kuchling9858f632010-03-23 18:39:24 +00001785used from the interactive interpreter. (Contributed by J. Pablo
1786Fernández; :issue:`3379`.)
1787
Ezio Melotti021f3342010-04-06 03:26:49 +00001788:class:`~unittest.TestResult` has new :meth:`~unittest.TestResult.startTestRun` and
1789:meth:`~unittest.TestResult.stopTestRun` methods that are called immediately before
Andrew M. Kuchling9858f632010-03-23 18:39:24 +00001790and after a test run. (Contributed by Robert Collins; :issue:`5728`.)
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001791
1792With all these changes, the :file:`unittest.py` was becoming awkwardly
1793large, so the module was turned into a package and the code split into
1794several files (by Benjamin Peterson). This doesn't affect how the
Andrew M. Kuchlingb2454b22010-04-29 01:45:41 +00001795module is imported or used.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001796
1797
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001798.. _elementtree-section:
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001799
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001800Updated module: ElementTree 1.3
1801---------------------------------
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +00001802
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001803The version of the ElementTree library included with Python was updated to
1804version 1.3. Some of the new features in ElementTree 1.3 are:
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001805
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001806* The various parsing functions now take a *parser* keyword argument
1807 that can be used to provide an :class:`XMLParser` instance that will
1808 be used. This makes it possible to override the file's internal encoding:
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001809
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001810 p = ET.XMLParser(encoding='utf-8')
1811 t = ET.XML("""<root/>""", parser=p)
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001812
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001813 Errors in parsing XML now raise a :exc:`ParseError` exception.
1814 Instances of :exc:`ParseError` have a :attr:`position` attribute
1815 containing a (*line*, *column*) tuple giving the location of the problem.
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001816
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001817* ElementTree's code for converting trees to a string has been
1818 significantly reworked, making it roughly twice as fast in many
1819 cases. The :class:`ElementTree` :meth:`write` and :class:`Element`
1820 :meth:`write` methods now have a *method* parameter that can be
1821 "xml" (the default), "html", or "text". HTML mode will output empty
1822 elements as ``<empty></empty>`` instead of ``<empty/>``, and text
1823 mode will skip over elements and only output the text chunks. If
1824 you set the :attr:`tag` attribute of an element to ``None`` but
1825 leaves its children in place, the element will be omitted when the
1826 tree is written out, so you don't need to do more extensive rearrangement
1827 to remove a single element.
Andrew M. Kuchling2c130b62009-04-11 16:12:23 +00001828
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001829 Namespace aspects have also been improved. All the ``xmlns:<whatever>``
1830 declarations are now put on the root element and not scattered throughout
1831 the resulting output. You can set the default namespace for a tree
1832 by setting the :attr:`default_namespace` attribute and can
1833 register new prefixes with :meth:`regsiter_namespace`. In XML mode,
1834 you can use the true/false *xml_declaration* parameter to suppress the
1835 XML declaration.
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +00001836
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001837* New :class:`Element` method: :meth:`extend` appends the items from a
1838 sequence to the element's children. Elements themselves behave like
1839 sequences, so it's easy to move children from one element to
1840 another::
Andrew M. Kuchlinga17cd4a2009-01-31 02:50:09 +00001841
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001842 from xml.etree import ElementTree as ET
Andrew M. Kuchlinga17cd4a2009-01-31 02:50:09 +00001843
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001844 t = ET.XML("""<list>
1845 <item>1</item> <item>2</item> <item>3</item>
1846 </list>""")
1847 new = ET.XML('<root/>')
1848 new.extend(t)
Andrew M. Kuchlinga17cd4a2009-01-31 02:50:09 +00001849
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001850 # Outputs <root><item>1</item>...</root>
1851 print ET.tostring(new)
Andrew M. Kuchlinga17cd4a2009-01-31 02:50:09 +00001852
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001853* New :class:`Element` method: :meth:`iter` yields the children of the
1854 element as a generator. It's also possible to write ``for child in
1855 elem: ...`` to loop over an element's children. The existing method
1856 :meth:`getiterator` is now deprecated. :meth:`getchildren` is
1857 another similar method that constructs and returns a list of
1858 children; it's also deprecated.
Georg Brandl0516f812009-11-18 18:52:35 +00001859
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001860* New :class:`Element` method: :meth:`itertext` yields all chunks of
1861 text that are descendants of the element. For example::
Georg Brandl0516f812009-11-18 18:52:35 +00001862
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00001863 t = ET.XML("""<list>
1864 <item>1</item> <item>2</item> <item>3</item>
1865 </list>""")
1866
1867 # Outputs ['\n ', '1', ' ', '2', ' ', '3', '\n']
1868 print list(t.itertext())
1869
1870* Deprecated: using an element as a Boolean (i.e., ``if elem: ...``)
1871 would return true if the element had any children, or false if
1872 there were no children. This behaviour will eventually change or be removed
1873 because it's confusing (``None`` is false, but so is a childless element?),
1874 so it will now trigger a :exc:`FutureWarning`. In your code,
1875 you should be explicit: write ``len(elem) != 0`` if you're interested in
1876 the number of children, or ``elem is not None`` Instead,
1877
1878Fredrik Lundh develops ElementTree and produced the 1.3 version;
1879you can read his article describing 1.3 at
1880http://effbot.org/zone/elementtree-13-intro.htm.
1881Florent Xicluna updated the version included with
1882Python, after discussions on python-dev and in :issue:`6472`.)
Georg Brandl0516f812009-11-18 18:52:35 +00001883
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00001884.. ======================================================================
1885
1886
1887Build and C API Changes
1888=======================
1889
1890Changes to Python's build process and to the C API include:
1891
Andrew M. Kuchling4515f0d2010-04-11 20:40:09 +00001892* The latest release of the GNU Debugger, GDB 7, can be `scripted
1893 using Python
1894 <http://sourceware.org/gdb/current/onlinedocs/gdb/Python.html>`__.
1895 When you begin debugging an executable program P, GDB will look for
1896 a file named ``P-gdb.py`` and automatically read it. Dave Malcolm
1897 contributed a :file:`python-gdb.py` that adds a number of useful
1898 commands when debugging Python itself. For example, there are
1899 ``py-up`` and ``py-down`` that go up or down one Python stack frame,
1900 which usually corresponds to several C stack frames. ``py-print``
1901 prints the value of a Python variable, and ``py-bt`` prints the
1902 Python stack trace. (Added as a result of :issue:`8032`.)
1903
Andrew M. Kuchling10b1ec92009-01-02 21:00:35 +00001904* If you use the :file:`.gdbinit` file provided with Python,
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001905 the "pyo" macro in the 2.7 version now works correctly when the thread being
1906 debugged doesn't hold the GIL; the macro now acquires it before printing.
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +00001907 (Contributed by Victor Stinner; :issue:`3632`.)
1908
Andrew M. Kuchling9a4b94c2009-04-03 21:43:00 +00001909* :cfunc:`Py_AddPendingCall` is now thread-safe, letting any
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +00001910 worker thread submit notifications to the main Python thread. This
1911 is particularly useful for asynchronous IO operations.
1912 (Contributed by Kristjan Valur Jonsson; :issue:`4293`.)
1913
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001914* New function: :cfunc:`PyCode_NewEmpty` creates an empty code object;
1915 only the filename, function name, and first line number are required.
1916 This is useful to extension modules that are attempting to
1917 construct a more useful traceback stack. Previously such
1918 extensions needed to call :cfunc:`PyCode_New`, which had many
1919 more arguments. (Added by Jeffrey Yasskin.)
1920
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +00001921* New function: :cfunc:`PyErr_NewExceptionWithDoc` creates a new
1922 exception class, just as the existing :cfunc:`PyErr_NewException` does,
1923 but takes an extra ``char *`` argument containing the docstring for the
1924 new exception class. (Added by the 'lekma' user on the Python bug tracker;
1925 :issue:`7033`.)
1926
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001927* New function: :cfunc:`PyFrame_GetLineNumber` takes a frame object
1928 and returns the line number that the frame is currently executing.
1929 Previously code would need to get the index of the bytecode
1930 instruction currently executing, and then look up the line number
1931 corresponding to that address. (Added by Jeffrey Yasskin.)
1932
Andrew M. Kuchling17ae2ba2010-02-03 02:19:14 +00001933* New functions: :cfunc:`PyLong_AsLongAndOverflow` and
1934 :cfunc:`PyLong_AsLongLongAndOverflow` approximates a Python long
1935 integer as a C :ctype:`long` or :ctype:`long long`.
1936 If the number is too large to fit into
1937 the output type, an *overflow* flag is set and returned to the caller.
1938 (Contributed by Case Van Horsen; :issue:`7528` and :issue:`7767`.)
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +00001939
Andrew M. Kuchlinga7f59472009-12-31 16:38:53 +00001940* New function: stemming from the rewrite of string-to-float conversion,
1941 a new :cfunc:`PyOS_string_to_double` function was added. The old
1942 :cfunc:`PyOS_ascii_strtod` and :cfunc:`PyOS_ascii_atof` functions
1943 are now deprecated.
1944
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001945* New macros: the Python header files now define the following macros:
1946 :cmacro:`Py_ISALNUM`,
1947 :cmacro:`Py_ISALPHA`,
1948 :cmacro:`Py_ISDIGIT`,
1949 :cmacro:`Py_ISLOWER`,
1950 :cmacro:`Py_ISSPACE`,
1951 :cmacro:`Py_ISUPPER`,
1952 :cmacro:`Py_ISXDIGIT`,
1953 and :cmacro:`Py_TOLOWER`, :cmacro:`Py_TOUPPER`.
1954 All of these functions are analogous to the C
1955 standard macros for classifying characters, but ignore the current
1956 locale setting, because in
1957 several places Python needs to analyze characters in a
1958 locale-independent way. (Added by Eric Smith;
1959 :issue:`5793`.)
1960
1961 .. XXX these macros don't seem to be described in the c-api docs.
1962
Andrew M. Kuchlingd3b60222010-05-01 01:19:16 +00001963* Removed function: :cmacro:`PyEval_CallObject` is now only available
1964 as a macro. A function version was being kept around to preserve
1965 ABI linking compatibility, but that was in 1997; it can certainly be
1966 deleted. (Removed by Antoine Pitrou; :issue:`8276`.)
1967
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +00001968* New format codes: the :cfunc:`PyFormat_FromString`,
1969 :cfunc:`PyFormat_FromStringV`, and :cfunc:`PyErr_Format` now
1970 accepts ``%lld`` and ``%llu`` format codes for displaying values of
1971 C's :ctype:`long long` types.
1972 (Contributed by Mark Dickinson; :issue:`7228`.)
1973
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00001974* The complicated interaction between threads and process forking has
1975 been changed. Previously, the child process created by
1976 :func:`os.fork` might fail because the child is created with only a
1977 single thread running, the thread performing the :func:`os.fork`.
1978 If other threads were holding a lock, such as Python's import lock,
1979 when the fork was performed, the lock would still be marked as
1980 "held" in the new process. But in the child process nothing would
1981 ever release the lock, since the other threads weren't replicated,
1982 and the child process would no longer be able to perform imports.
1983
1984 Python 2.7 now acquires the import lock before performing an
1985 :func:`os.fork`, and will also clean up any locks created using the
1986 :mod:`threading` module. C extension modules that have internal
1987 locks, or that call :cfunc:`fork()` themselves, will not benefit
1988 from this clean-up.
1989
1990 (Fixed by Thomas Wouters; :issue:`1590864`.)
1991
Andrew M. Kuchling91e0db82009-12-31 16:17:05 +00001992* The :cfunc:`Py_Finalize` function now calls the internal
1993 :func:`threading._shutdown` function; this prevents some exceptions from
1994 being raised when an interpreter shuts down.
1995 (Patch by Adam Olsen; :issue:`1722344`.)
1996
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +00001997* When using the :ctype:`PyMemberDef` structure to define attributes
1998 of a type, Python will no longer let you try to delete or set a
1999 :const:`T_STRING_INPLACE` attribute.
2000
2001 .. rev 79644
2002
Andrew M. Kuchling92b97002009-05-02 17:12:15 +00002003* Global symbols defined by the :mod:`ctypes` module are now prefixed
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00002004 with ``Py``, or with ``_ctypes``. (Implemented by Thomas
Andrew M. Kuchling92b97002009-05-02 17:12:15 +00002005 Heller; :issue:`3102`.)
2006
Andrew M. Kuchling91e0db82009-12-31 16:17:05 +00002007* New configure option: the :option:`--with-system-expat` switch allows
2008 building the :mod:`pyexpat` module to use the system Expat library.
2009 (Contributed by Arfrever Frehtes Taifersar Arahesis; :issue:`7609`.)
2010
Andrew M. Kuchlingce690522010-04-13 01:32:51 +00002011* New configure option: compiling Python with the
Andrew M. Kuchling91e0db82009-12-31 16:17:05 +00002012 :option:`--with-valgrind` option will now disable the pymalloc
Andrew M. Kuchlingce690522010-04-13 01:32:51 +00002013 allocator, which is difficult for the Valgrind memory-error detector
2014 to analyze correctly.
Andrew M. Kuchling91e0db82009-12-31 16:17:05 +00002015 Valgrind will therefore be better at detecting memory leaks and
2016 overruns. (Contributed by James Henstridge; :issue:`2422`.)
2017
Andrew M. Kuchling7f8ebdb2010-01-03 01:15:21 +00002018* New configure option: you can now supply no arguments to
2019 :option:`--with-dbmliborder=` in order to build none of the various
2020 DBM modules. (Added by Arfrever Frehtes Taifersar Arahesis;
2021 :issue:`6491`.)
2022
Andrew M. Kuchling77069572009-03-31 01:21:01 +00002023* The :program:`configure` script now checks for floating-point rounding bugs
2024 on certain 32-bit Intel chips and defines a :cmacro:`X87_DOUBLE_ROUNDING`
2025 preprocessor definition. No code currently uses this definition,
2026 but it's available if anyone wishes to use it.
2027 (Added by Mark Dickinson; :issue:`2937`.)
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00002028
Andrew M. Kuchling4515f0d2010-04-11 20:40:09 +00002029 :program:`configure` also now sets a :envvar:`LDCXXSHARED` Makefile
2030 variable for supporting C++ linking. (Contributed by Arfrever
2031 Frehtes Taifersar Arahesis; :issue:`1222585`.)
2032
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00002033* The build process now creates the necessary files for pkg-config
2034 support. (Contributed by Clinton Roy; :issue:`3585`.)
2035
2036* The build process now supports Subversion 1.7. (Contributed by
2037 Arfrever Frehtes Taifersar Arahesis; :issue:`6094`.)
2038
Andrew M. Kuchlingb4a4f512009-12-29 20:10:16 +00002039
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00002040.. ======================================================================
2041
2042Port-Specific Changes: Windows
2043-----------------------------------
2044
Andrew M. Kuchling10b1ec92009-01-02 21:00:35 +00002045* The :mod:`msvcrt` module now contains some constants from
2046 the :file:`crtassem.h` header file:
2047 :data:`CRT_ASSEMBLY_VERSION`,
2048 :data:`VC_ASSEMBLY_PUBLICKEYTOKEN`,
2049 and :data:`LIBRARIES_ASSEMBLY_NAME_PREFIX`.
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +00002050 (Contributed by David Cournapeau; :issue:`4365`.)
2051
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +00002052* The :mod:`_winreg` module for accessing the registry now implements
2053 the :func:`CreateKeyEx` and :func:`DeleteKeyEx` functions, extended
2054 versions of previously-supported functions that take several extra
2055 arguments. The :func:`DisableReflectionKey`,
2056 :func:`EnableReflectionKey`, and :func:`QueryReflectionKey` were also
2057 tested and documented.
2058 (Implemented by Brian Curtin: :issue:`7347`.)
2059
Andrew M. Kuchling466bd9d2009-01-24 03:28:18 +00002060* The new :cfunc:`_beginthreadex` API is used to start threads, and
2061 the native thread-local storage functions are now used.
2062 (Contributed by Kristjan Valur Jonsson; :issue:`3582`.)
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00002063
Andrew M. Kuchling363dbcc2010-04-14 23:55:17 +00002064* The :func:`os.kill` function now works on Windows. The signal value
2065 can be the constants :const:`CTRL_C_EVENT`,
2066 :const:`CTRL_BREAK_EVENT`, or any integer. The Control-C and
2067 Control-Break keystroke events can be sent to subprocesses; any
2068 other value will use the :cfunc:`TerminateProcess` API.
2069 (Contributed by Miki Tebeka; :issue:`1220212`.)
2070
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00002071* The :func:`os.listdir` function now correctly fails
2072 for an empty path. (Fixed by Hirokazu Yamamoto; :issue:`5913`.)
2073
Andrew M. Kuchling3c8a24e2009-12-29 23:41:04 +00002074* The :mod:`mimelib` module will now read the MIME database from
2075 the Windows registry when initializing.
2076 (Patch by Gabriel Genellina; :issue:`4969`.)
2077
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00002078.. ======================================================================
2079
2080Port-Specific Changes: Mac OS X
2081-----------------------------------
2082
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00002083* The path ``/Library/Python/2.7/site-packages`` is now appended to
Andrew M. Kuchling77069572009-03-31 01:21:01 +00002084 ``sys.path``, in order to share added packages between the system
2085 installation and a user-installed copy of the same version.
2086 (Changed by Ronald Oussoren; :issue:`4865`.)
2087
Andrew M. Kuchling04b99cc2010-05-04 01:24:22 +00002088Port-Specific Changes: FreeBSD
2089-----------------------------------
2090
2091* FreeBSD 7.1's :const:`SO_SETFIB` constant, used with
2092 :func:`~socket.getsockopt`/:func:`~socket.setsockopt` to select an
2093 alternate routing table, is now available in the :mod:`socket`
2094 module. (Added by Kyle VanderBeek; :issue:`8235`.)
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00002095
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +00002096Other Changes and Fixes
2097=======================
2098
Andrew M. Kuchling0e7123f2010-02-08 13:22:24 +00002099* Two benchmark scripts, :file:`iobench` and :file:`ccbench`, were
2100 added to the :file:`Tools` directory. :file:`iobench` measures the
Antoine Pitroudde96e62010-02-08 20:25:47 +00002101 speed of built-in file I/O objects (as returned by :func:`open`)
Andrew M. Kuchling46c2db52010-03-21 18:47:12 +00002102 while performing various operations, and :file:`ccbench` is a
2103 concurrency benchmark that tries to measure computing throughput,
2104 thread switching latency, and IO processing bandwidth when
2105 performing several tasks using a varying number of threads.
Andrew M. Kuchling0e7123f2010-02-08 13:22:24 +00002106
Andrew M. Kuchling77069572009-03-31 01:21:01 +00002107* When importing a module from a :file:`.pyc` or :file:`.pyo` file
2108 with an existing :file:`.py` counterpart, the :attr:`co_filename`
Andrew M. Kuchling92b97002009-05-02 17:12:15 +00002109 attributes of the resulting code objects are overwritten when the
2110 original filename is obsolete. This can happen if the file has been
2111 renamed, moved, or is accessed through different paths. (Patch by
2112 Ziga Seilnacht and Jean-Paul Calderone; :issue:`1180193`.)
Andrew M. Kuchling77069572009-03-31 01:21:01 +00002113
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +00002114* The :file:`regrtest.py` script now takes a :option:`--randseed=`
2115 switch that takes an integer that will be used as the random seed
2116 for the :option:`-r` option that executes tests in random order.
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00002117 The :option:`-r` option also reports the seed that was used
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +00002118 (Added by Collin Winter.)
2119
Andrew M. Kuchling91e0db82009-12-31 16:17:05 +00002120* Another :file:`regrtest.py` switch is :option:`-j`, which
2121 takes an integer specifying how many tests run in parallel. This
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00002122 allows reducing the total runtime on multi-core machines.
Antoine Pitrou4698d992009-05-31 14:20:14 +00002123 This option is compatible with several other options, including the
2124 :option:`-R` switch which is known to produce long runtimes.
Andrew M. Kuchling91e0db82009-12-31 16:17:05 +00002125 (Added by Antoine Pitrou, :issue:`6152`.) This can also be used
2126 with a new :option:`-F` switch that runs selected tests in a loop
2127 until they fail. (Added by Antoine Pitrou; :issue:`7312`.)
Andrew M. Kuchling71d5c282009-03-30 22:30:20 +00002128
Andrew M. Kuchling85f928a2010-04-15 01:42:27 +00002129* When executed as a script, the :file:`py_compile.py` module now
2130 accepts ``'-'`` as an argument, which will read standard input for
2131 the list of filenames to be compiled. (Contributed by Piotr
2132 Ożarowski; :issue:`8233`.)
2133
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00002134.. ======================================================================
2135
2136Porting to Python 2.7
2137=====================
2138
2139This section lists previously described changes and other bugfixes
2140that may require changes to your code:
2141
Andrew M. Kuchlinge86b7fe2010-05-06 14:14:09 +00002142* The :func:`range` function processes its arguments more
2143 consistently; it will now call :meth:`__int__` on non-float,
2144 non-integer arguments that are supplied to it. (Fixed by Alexander
2145 Belopolsky; :issue:`1533`.)
2146
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +00002147* The string :meth:`format` method changed the default precision used
2148 for floating-point and complex numbers from 6 decimal
Andrew M. Kuchling5a9c40b2009-10-05 22:30:22 +00002149 places to 12, which matches the precision used by :func:`str`.
2150 (Changed by Eric Smith; :issue:`5920`.)
2151
Amaury Forgeot d'Arc901f2002009-06-09 23:08:13 +00002152* Because of an optimization for the :keyword:`with` statement, the special
2153 methods :meth:`__enter__` and :meth:`__exit__` must belong to the object's
2154 type, and cannot be directly attached to the object's instance. This
Amaury Forgeot d'Arcd81333c2009-06-10 20:30:19 +00002155 affects new-style classes (derived from :class:`object`) and C extension
Amaury Forgeot d'Arc901f2002009-06-09 23:08:13 +00002156 types. (:issue:`6101`.)
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00002157
Andrew M. Kuchling837a5382010-05-06 17:21:59 +00002158* Due to a bug in Python 2.6, the *exc_value* parameter to
2159 :meth:`__exit__` methods was often the string representation of the
2160 exception, not an instance. This was fixed in 2.7, so *exc_value*
2161 will be an instance as expected. (Fixed by Florent Xicluna;
2162 :issue:`7853`.)
2163
Andrew M. Kuchlingd3b60222010-05-01 01:19:16 +00002164* When a restricted set of attributes were set using ``__slots__``,
2165 deleting an unset attribute would not raise :exc:`AttributeError`
2166 as you would expect. Fixed by Benjamin Peterson; :issue:`7604`.)
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +00002167
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00002168In the standard library:
2169
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +00002170* When using :class:`Decimal` instances with a string's
2171 :meth:`format` method, the default alignment was previously
2172 left-alignment. This has been changed to right-alignment, which might
2173 change the output of your programs.
2174 (Changed by Mark Dickinson; :issue:`6857`.)
2175
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +00002176 Comparisons involving a signaling NaN value (or ``sNAN``) now signal
2177 :const:`InvalidOperation` instead of silently returning a true or
2178 false value depending on the comparison operator. Quiet NaN values
2179 (or ``NaN``) are now hashable. (Fixed by Mark Dickinson;
2180 :issue:`7279`.)
2181
Andrew M. Kuchlinge41e4db2010-02-18 14:16:48 +00002182* The ElementTree library, :mod:`xml.etree`, no longer escapes
2183 ampersands and angle brackets when outputting an XML processing
2184 instruction (which looks like `<?xml-stylesheet href="#style1"?>`)
2185 or comment (which looks like `<!-- comment -->`).
2186 (Patch by Neil Muller; :issue:`2746`.)
2187
Andrew M. Kuchlingd3b60222010-05-01 01:19:16 +00002188* The :meth:`readline` method of :class:`StringIO` objects now does
2189 nothing when a negative length is requested, as other file-like
2190 objects do. (:issue:`7348`).
2191
Andrew M. Kuchling15c82d22010-04-29 00:22:16 +00002192* The :mod:`syslog` module will now use the value of ``sys.argv[0]`` as the
2193 identifier instead of the previous default value of ``'python'``.
2194 (Changed by Sean Reifschneider; :issue:`8451`.)
2195
Andrew M. Kuchling04b99cc2010-05-04 01:24:22 +00002196* The :mod:`urlparse` module's :func:`~urlparse.urlsplit` now handles
2197 unknown URL schemes in a fashion compliant with :rfc:`3986`: if the
2198 URL is of the form ``"<something>://..."``, the text before the
2199 ``://`` is treated as the scheme, even if it's a made-up scheme that
2200 the module doesn't know about. This change may break code that
2201 worked around the old behaviour. For example, Python 2.6.4 or 2.5
2202 will return the following:
2203
2204 >>> import urlparse
2205 >>> urlparse.urlsplit('invented://host/filename?query')
2206 ('invented', '', '//host/filename?query', '', '')
2207
2208 Python 2.7 (and Python 2.6.5) will return:
2209
2210 >>> import urlparse
2211 >>> urlparse.urlsplit('invented://host/filename?query')
2212 ('invented', 'host', '/filename?query', '', '')
2213
2214 (Python 2.7 actually produces slightly different output, since it
2215 returns a named tuple instead of a standard tuple.)
2216
Andrew M. Kuchlinga7f59472009-12-31 16:38:53 +00002217For C extensions:
2218
Andrew M. Kuchling7f8ebdb2010-01-03 01:15:21 +00002219* C extensions that use integer format codes with the ``PyArg_Parse*``
2220 family of functions will now raise a :exc:`TypeError` exception
2221 instead of triggering a :exc:`DeprecationWarning` (:issue:`5080`).
2222
Andrew M. Kuchlinga7f59472009-12-31 16:38:53 +00002223* Use the new :cfunc:`PyOS_string_to_double` function instead of the old
2224 :cfunc:`PyOS_ascii_strtod` and :cfunc:`PyOS_ascii_atof` functions,
2225 which are now deprecated.
2226
Andrew M. Kuchling7f8ebdb2010-01-03 01:15:21 +00002227
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00002228.. ======================================================================
2229
2230
2231.. _acks27:
2232
2233Acknowledgements
2234================
2235
2236The author would like to thank the following people for offering
2237suggestions, corrections and assistance with various drafts of this
Andrew M. Kuchlingc121f132010-04-30 01:33:40 +00002238article: Nick Coghlan, Ryan Lovett, R. David Murray, Hugh Secker-Walker.
Andrew M. Kuchlingce1882b2008-10-04 16:52:31 +00002239