blob: d42b8420eb99e327a7e330a5ac6c761dcb541e89 [file] [log] [blame]
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001****************************
2 What's New in Python 2.7
3****************************
4
5:Author: A.M. Kuchling (amk at amk.ca)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00006
Benjamin Peterson08bf91c2010-04-11 16:12:57 +00007.. hyperlink all the methods & functions.
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00008
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00009.. T_STRING_INPLACE not described in main docs
Benjamin Petersond7c3ed52010-06-27 22:32:30 +000010
Benjamin Petersonf10a79a2008-10-11 00:49:57 +000011.. $Id$
12 Rules for maintenance:
13
14 * Anyone can add text to this document. Do not spend very much time
15 on the wording of your changes, because your text will probably
16 get rewritten to some degree.
17
18 * The maintainer will go through Misc/NEWS periodically and add
19 changes; it's therefore more important to add your changes to
20 Misc/NEWS than to this file.
21
22 * This is not a complete list of every single change; completeness
23 is the purpose of Misc/NEWS. Some changes I consider too small
24 or esoteric to include. If such a change is added to the text,
25 I'll just remove it. (This is another reason you shouldn't spend
26 too much time on writing your addition.)
27
28 * If you want to draw your new text to the attention of the
29 maintainer, add 'XXX' to the beginning of the paragraph or
30 section.
31
32 * It's OK to just add a fragmentary note about a change. For
33 example: "XXX Describe the transmogrify() function added to the
34 socket module." The maintainer will research the change and
35 write the necessary text.
36
37 * You can comment out your additions if you like, but it's not
38 necessary (especially when a final release is some months away).
39
Ezio Melotti6c96ffe2010-04-07 04:27:14 +000040 * Credit the author of a patch or bugfix. Just the name is
Benjamin Petersonf10a79a2008-10-11 00:49:57 +000041 sufficient; the e-mail address isn't necessary.
42
43 * It's helpful to add the bug/patch number in a parenthetical comment.
44
45 XXX Describe the transmogrify() function added to the socket
46 module.
47 (Contributed by P.Y. Developer; :issue:`12345`.)
48
49 This saves the maintainer some effort going through the SVN logs
50 when researching a change.
51
Nick Coghlan024b2f52014-06-07 23:43:00 +100052This article explains the new features in Python 2.7. Python 2.7 was released
53on July 3, 2010.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +000054
Benjamin Petersond7c3ed52010-06-27 22:32:30 +000055Numeric handling has been improved in many ways, for both
Nick Coghlan024b2f52014-06-07 23:43:00 +100056floating-point numbers and for the :class:`~decimal.Decimal` class.
57There are some useful additions to the standard library, such as a
58greatly enhanced :mod:`unittest` module, the :mod:`argparse` module
59for parsing command-line options, convenient :class:`~collections.OrderedDict`
60and :class:`~collections.Counter` classes in the :mod:`collections` module,
61and many other improvements.
Benjamin Petersond69fe2a2010-02-03 02:59:43 +000062
Benjamin Petersond7c3ed52010-06-27 22:32:30 +000063Python 2.7 is planned to be the last of the 2.x releases, so we worked
64on making it a good release for the long term. To help with porting
65to Python 3, several new features from the Python 3.x series have been
66included in 2.7.
67
68This article doesn't attempt to provide a complete specification of
69the new features, but instead provides a convenient overview. For
70full details, you should refer to the documentation for Python 2.7 at
Georg Brandle73778c2014-10-29 08:36:35 +010071https://docs.python.org. If you want to understand the rationale for
Benjamin Petersond7c3ed52010-06-27 22:32:30 +000072the design and implementation, refer to the PEP for a particular new
Georg Brandle73778c2014-10-29 08:36:35 +010073feature or the issue on https://bugs.python.org in which a change was
Benjamin Petersond7c3ed52010-06-27 22:32:30 +000074discussed. Whenever possible, "What's New in Python" links to the
75bug/patch item for each change.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +000076
Benjamin Petersonf6489f92009-11-25 17:46:26 +000077.. _whatsnew27-python31:
78
Benjamin Petersond7c3ed52010-06-27 22:32:30 +000079The Future for Python 2.x
80=========================
81
Nick Coghlan024b2f52014-06-07 23:43:00 +100082Python 2.7 is the last major release in the 2.x series, as the Python
83maintainers have shifted the focus of their new feature development efforts
84to the Python 3.x series. This means that while Python 2 continues to
85receive bug fixes, and to be updated to build correctly on new hardware and
86versions of supported operated systems, there will be no new full feature
87releases for the language or standard library.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +000088
Nick Coghlan024b2f52014-06-07 23:43:00 +100089However, while there is a large common subset between Python 2.7 and Python
903, and many of the changes involved in migrating to that common subset, or
91directly to Python 3, can be safely automated, some other changes (notably
92those associated with Unicode handling) may require careful consideration,
93and preferably robust automated regression test suites, to migrate
94effectively.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +000095
Nick Coghlan024b2f52014-06-07 23:43:00 +100096This means that Python 2.7 will remain in place for a long time, providing a
97stable and supported base platform for production systems that have not yet
98been ported to Python 3. The full expected lifecycle of the Python 2.7
99series is detailed in :pep:`373`.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000100
Nick Coghlan024b2f52014-06-07 23:43:00 +1000101Some key consequences of the long-term significance of 2.7 are:
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000102
Nick Coghlan024b2f52014-06-07 23:43:00 +1000103* As noted above, the 2.7 release has a much longer period of maintenance
104 when compared to earlier 2.x versions. Python 2.7 is currently expected to
105 remain supported by the core development team (receiving security updates
106 and other bug fixes) until at least 2020 (10 years after its initial
107 release, compared to the more typical support period of 18-24 months).
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000108
Nick Coghlan024b2f52014-06-07 23:43:00 +1000109* As the Python 2.7 standard library ages, making effective use of the
110 Python Package Index (either directly or via a redistributor) becomes
111 more important for Python 2 users. In addition to a wide variety of third
112 party packages for various tasks, the available packages include backports
113 of new modules and features from the Python 3 standard library that are
114 compatible with Python 2, as well as various tools and libraries that can
115 make it easier to migrate to Python 3. The `Python Packaging User Guide
116 <https://packaging.python.org>`__ provides guidance on downloading and
117 installing software from the Python Package Index.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000118
Nick Coghlan024b2f52014-06-07 23:43:00 +1000119* While the preferred approach to enhancing Python 2 is now the publication
120 of new packages on the Python Package Index, this approach doesn't
121 necessarily work in all cases, especially those related to network
122 security. In exceptional cases that cannot be handled adequately by
123 publishing new or updated packages on PyPI, the Python Enhancement
124 Proposal process may be used to make the case for adding new features
125 directly to the Python 2 standard library. Any such additions, and the
126 maintenance releases where they were added, will be noted in the
127 :ref:`py27-maintenance-enhancements` section below.
128
129For projects wishing to migrate from Python 2 to Python 3, or for library
130and framework developers wishing to support users on both Python 2 and
131Python 3, there are a variety of tools and guides available to help decide
132on a suitable approach and manage some of the technical details involved.
133The recommended starting point is the :ref:`pyporting-howto` HOWTO guide.
134
135
136Changes to the Handling of Deprecation Warnings
137===============================================
138
139For Python 2.7, a policy decision was made to silence warnings only of
140interest to developers by default. :exc:`DeprecationWarning` and its
141descendants are now ignored unless otherwise requested, preventing
142users from seeing warnings triggered by an application. This change
143was also made in the branch that became Python 3.2. (Discussed
144on stdlib-sig and carried out in :issue:`7319`.)
145
146In previous releases, :exc:`DeprecationWarning` messages were
147enabled by default, providing Python developers with a clear
148indication of where their code may break in a future major version
149of Python.
150
151However, there are increasingly many users of Python-based
152applications who are not directly involved in the development of
153those applications. :exc:`DeprecationWarning` messages are
154irrelevant to such users, making them worry about an application
155that's actually working correctly and burdening application developers
156with responding to these concerns.
157
158You can re-enable display of :exc:`DeprecationWarning` messages by
159running Python with the :option:`-Wdefault <-W>` (short form:
160:option:`-Wd <-W>`) switch, or by setting the :envvar:`PYTHONWARNINGS`
161environment variable to ``"default"`` (or ``"d"``) before running
162Python. Python code can also re-enable them
163by calling ``warnings.simplefilter('default')``.
164
165The ``unittest`` module also automatically reenables deprecation warnings
166when running tests.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000167
168
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000169Python 3.1 Features
170=======================
Benjamin Petersond23f8222009-04-05 19:13:16 +0000171
172Much as Python 2.6 incorporated features from Python 3.0,
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000173version 2.7 incorporates some of the new features
174in Python 3.1. The 2.x series continues to provide tools
175for migrating to the 3.x series.
Benjamin Petersond23f8222009-04-05 19:13:16 +0000176
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000177A partial list of 3.1 features that were backported to 2.7:
178
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000179* The syntax for set literals (``{1,2,3}`` is a mutable set).
Nick Coghlan024b2f52014-06-07 23:43:00 +1000180* Dictionary and set comprehensions (``{i: i*2 for i in range(3)}``).
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000181* Multiple context managers in a single :keyword:`with` statement.
182* A new version of the :mod:`io` library, rewritten in C for performance.
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000183* The ordered-dictionary type described in :ref:`pep-0372`.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000184* The new ``","`` format specifier described in :ref:`pep-0378`.
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000185* The :class:`memoryview` object.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000186* A small subset of the :mod:`importlib` module,
187 `described below <#importlib-section>`__.
Mark Dickinson8858d2c2010-08-15 09:43:29 +0000188* The :func:`repr` of a float ``x`` is shorter in many cases: it's now
189 based on the shortest decimal string that's guaranteed to round back
190 to ``x``. As in previous versions of Python, it's guaranteed that
191 ``float(repr(x))`` recovers ``x``.
192* Float-to-string and string-to-float conversions are correctly rounded.
193 The :func:`round` function is also now correctly rounded.
Georg Brandl60203b42010-10-06 10:11:56 +0000194* The :c:type:`PyCapsule` type, used to provide a C API for extension modules.
195* The :c:func:`PyLong_AsLongAndOverflow` C API function.
Benjamin Petersond23f8222009-04-05 19:13:16 +0000196
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000197Other new Python3-mode warnings include:
198
199* :func:`operator.isCallable` and :func:`operator.sequenceIncludes`,
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000200 which are not supported in 3.x, now trigger warnings.
201* The :option:`-3` switch now automatically
Nick Coghlan024b2f52014-06-07 23:43:00 +1000202 enables the :option:`-Qwarn <-Q>` switch that causes warnings
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000203 about using classic division with integers and long integers.
204
205
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000206
Benjamin Petersonf10a79a2008-10-11 00:49:57 +0000207.. ========================================================================
208.. Large, PEP-level features and changes should be described here.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +0000209.. ========================================================================
210
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000211.. _pep-0372:
212
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000213PEP 372: Adding an Ordered Dictionary to collections
Benjamin Petersond23f8222009-04-05 19:13:16 +0000214====================================================
215
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000216Regular Python dictionaries iterate over key/value pairs in arbitrary order.
217Over the years, a number of authors have written alternative implementations
218that remember the order that the keys were originally inserted. Based on
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000219the experiences from those implementations, 2.7 introduces a new
220:class:`~collections.OrderedDict` class in the :mod:`collections` module.
Benjamin Petersond23f8222009-04-05 19:13:16 +0000221
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000222The :class:`~collections.OrderedDict` API provides the same interface as regular
223dictionaries but iterates over keys and values in a guaranteed order
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000224depending on when a key was first inserted::
Benjamin Petersonf10a79a2008-10-11 00:49:57 +0000225
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000226 >>> from collections import OrderedDict
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000227 >>> d = OrderedDict([('first', 1),
228 ... ('second', 2),
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000229 ... ('third', 3)])
230 >>> d.items()
231 [('first', 1), ('second', 2), ('third', 3)]
232
233If a new entry overwrites an existing entry, the original insertion
234position is left unchanged::
235
236 >>> d['second'] = 4
237 >>> d.items()
238 [('first', 1), ('second', 4), ('third', 3)]
239
240Deleting an entry and reinserting it will move it to the end::
241
242 >>> del d['second']
243 >>> d['second'] = 5
244 >>> d.items()
245 [('first', 1), ('third', 3), ('second', 5)]
246
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000247The :meth:`~collections.OrderedDict.popitem` method has an optional *last*
248argument that defaults to True. If *last* is True, the most recently
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000249added key is returned and removed; if it's False, the
250oldest key is selected::
251
252 >>> od = OrderedDict([(x,0) for x in range(20)])
253 >>> od.popitem()
254 (19, 0)
255 >>> od.popitem()
256 (18, 0)
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000257 >>> od.popitem(last=False)
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000258 (0, 0)
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000259 >>> od.popitem(last=False)
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000260 (1, 0)
261
262Comparing two ordered dictionaries checks both the keys and values,
263and requires that the insertion order was the same::
264
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000265 >>> od1 = OrderedDict([('first', 1),
266 ... ('second', 2),
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000267 ... ('third', 3)])
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000268 >>> od2 = OrderedDict([('third', 3),
269 ... ('first', 1),
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000270 ... ('second', 2)])
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000271 >>> od1 == od2
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000272 False
273 >>> # Move 'third' key to the end
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000274 >>> del od2['third']; od2['third'] = 3
275 >>> od1 == od2
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000276 True
277
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000278Comparing an :class:`~collections.OrderedDict` with a regular dictionary
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000279ignores the insertion order and just compares the keys and values.
280
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000281How does the :class:`~collections.OrderedDict` work? It maintains a
282doubly-linked list of keys, appending new keys to the list as they're inserted.
283A secondary dictionary maps keys to their corresponding list node, so
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000284deletion doesn't have to traverse the entire linked list and therefore
285remains O(1).
286
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000287The standard library now supports use of ordered dictionaries in several
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000288modules.
289
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000290* The :mod:`ConfigParser` module uses them by default, meaning that
Georg Brandl84499322010-11-26 11:50:13 +0000291 configuration files can now be read, modified, and then written back
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000292 in their original order.
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000293
294* The :meth:`~collections.somenamedtuple._asdict()` method for
295 :func:`collections.namedtuple` now returns an ordered dictionary with the
296 values appearing in the same order as the underlying tuple indices.
297
298* The :mod:`json` module's :class:`~json.JSONDecoder` class
299 constructor was extended with an *object_pairs_hook* parameter to
300 allow :class:`OrderedDict` instances to be built by the decoder.
301 Support was also added for third-party tools like
302 `PyYAML <http://pyyaml.org/>`_.
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000303
304.. seealso::
305
306 :pep:`372` - Adding an ordered dictionary to collections
307 PEP written by Armin Ronacher and Raymond Hettinger;
308 implemented by Raymond Hettinger.
309
310.. _pep-0378:
311
312PEP 378: Format Specifier for Thousands Separator
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000313=================================================
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000314
315To make program output more readable, it can be useful to add
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000316separators to large numbers, rendering them as
Benjamin Petersonf6489f92009-11-25 17:46:26 +000031718,446,744,073,709,551,616 instead of 18446744073709551616.
318
319The fully general solution for doing this is the :mod:`locale` module,
320which can use different separators ("," in North America, "." in
321Europe) and different grouping sizes, but :mod:`locale` is complicated
322to use and unsuitable for multi-threaded applications where different
323threads are producing output for different locales.
324
325Therefore, a simple comma-grouping mechanism has been added to the
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000326mini-language used by the :meth:`str.format` method. When
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000327formatting a floating-point number, simply include a comma between the
328width and the precision::
329
Eric Smith2b1a1162010-04-06 14:57:57 +0000330 >>> '{:20,.2f}'.format(18446744073709551616.0)
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000331 '18,446,744,073,709,551,616.00'
332
Eric Smith21e85c72010-04-06 15:21:59 +0000333When formatting an integer, include the comma after the width:
334
335 >>> '{:20,d}'.format(18446744073709551616)
336 '18,446,744,073,709,551,616'
337
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000338This mechanism is not adaptable at all; commas are always used as the
339separator and the grouping is always into three-digit groups. The
340comma-formatting mechanism isn't as general as the :mod:`locale`
341module, but it's easier to use.
342
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000343.. seealso::
344
345 :pep:`378` - Format Specifier for Thousands Separator
346 PEP written by Raymond Hettinger; implemented by Eric Smith.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +0000347
Benjamin Peterson9895f912010-03-21 22:05:32 +0000348PEP 389: The argparse Module for Parsing Command Lines
349======================================================
350
Benjamin Peterson08bf91c2010-04-11 16:12:57 +0000351The :mod:`argparse` module for parsing command-line arguments was
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000352added as a more powerful replacement for the
Benjamin Peterson08bf91c2010-04-11 16:12:57 +0000353:mod:`optparse` module.
354
355This means Python now supports three different modules for parsing
356command-line arguments: :mod:`getopt`, :mod:`optparse`, and
357:mod:`argparse`. The :mod:`getopt` module closely resembles the C
Georg Brandl60203b42010-10-06 10:11:56 +0000358library's :c:func:`getopt` function, so it remains useful if you're writing a
Benjamin Peterson08bf91c2010-04-11 16:12:57 +0000359Python prototype that will eventually be rewritten in C.
360:mod:`optparse` becomes redundant, but there are no plans to remove it
361because there are many scripts still using it, and there's no
362automated way to update these scripts. (Making the :mod:`argparse`
363API consistent with :mod:`optparse`'s interface was discussed but
364rejected as too messy and difficult.)
365
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000366In short, if you're writing a new script and don't need to worry
Benjamin Peterson08bf91c2010-04-11 16:12:57 +0000367about compatibility with earlier versions of Python, use
368:mod:`argparse` instead of :mod:`optparse`.
369
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000370Here's an example::
371
372 import argparse
373
374 parser = argparse.ArgumentParser(description='Command-line example.')
375
376 # Add optional switches
377 parser.add_argument('-v', action='store_true', dest='is_verbose',
378 help='produce verbose output')
379 parser.add_argument('-o', action='store', dest='output',
380 metavar='FILE',
381 help='direct output to FILE instead of stdout')
382 parser.add_argument('-C', action='store', type=int, dest='context',
383 metavar='NUM', default=0,
384 help='display NUM lines of added context')
385
386 # Allow any number of additional arguments.
387 parser.add_argument(nargs='*', action='store', dest='inputs',
388 help='input filenames (default is stdin)')
389
390 args = parser.parse_args()
391 print args.__dict__
392
393Unless you override it, :option:`-h` and :option:`--help` switches
394are automatically added, and produce neatly formatted output::
395
396 -> ./python.exe argparse-example.py --help
397 usage: argparse-example.py [-h] [-v] [-o FILE] [-C NUM] [inputs [inputs ...]]
398
399 Command-line example.
400
401 positional arguments:
402 inputs input filenames (default is stdin)
403
404 optional arguments:
405 -h, --help show this help message and exit
406 -v produce verbose output
407 -o FILE direct output to FILE instead of stdout
408 -C NUM display NUM lines of added context
409
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000410As with :mod:`optparse`, the command-line switches and arguments
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000411are returned as an object with attributes named by the *dest* parameters::
412
413 -> ./python.exe argparse-example.py -v
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000414 {'output': None,
415 'is_verbose': True,
416 'context': 0,
417 'inputs': []}
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000418
419 -> ./python.exe argparse-example.py -v -o /tmp/output -C 4 file1 file2
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000420 {'output': '/tmp/output',
421 'is_verbose': True,
422 'context': 4,
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000423 'inputs': ['file1', 'file2']}
424
425:mod:`argparse` has much fancier validation than :mod:`optparse`; you
426can specify an exact number of arguments as an integer, 0 or more
427arguments by passing ``'*'``, 1 or more by passing ``'+'``, or an
428optional argument with ``'?'``. A top-level parser can contain
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000429sub-parsers to define subcommands that have different sets of
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000430switches, as in ``svn commit``, ``svn checkout``, etc. You can
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000431specify an argument's type as :class:`~argparse.FileType`, which will
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000432automatically open files for you and understands that ``'-'`` means
433standard input or output.
Benjamin Peterson9895f912010-03-21 22:05:32 +0000434
435.. seealso::
436
Nick Coghlan024b2f52014-06-07 23:43:00 +1000437 :mod:`argparse` documentation
438 The documentation page of the argparse module.
Benjamin Peterson08bf91c2010-04-11 16:12:57 +0000439
Nick Coghlanb1f59ce2014-06-09 13:14:54 +1000440 :ref:`upgrading-optparse-code`
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000441 Part of the Python documentation, describing how to convert
442 code that uses :mod:`optparse`.
Benjamin Peterson08bf91c2010-04-11 16:12:57 +0000443
Benjamin Peterson9895f912010-03-21 22:05:32 +0000444 :pep:`389` - argparse - New Command Line Parsing Module
445 PEP written and implemented by Steven Bethard.
446
447PEP 391: Dictionary-Based Configuration For Logging
448====================================================
449
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000450The :mod:`logging` module is very flexible; applications can define
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000451a tree of logging subsystems, and each logger in this tree can filter
452out certain messages, format them differently, and direct messages to
453a varying number of handlers.
454
455All this flexibility can require a lot of configuration. You can
456write Python statements to create objects and set their properties,
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000457but a complex set-up requires verbose but boring code.
Nick Coghlan024b2f52014-06-07 23:43:00 +1000458:mod:`logging` also supports a :func:`~logging.fileConfig`
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000459function that parses a file, but the file format doesn't support
460configuring filters, and it's messier to generate programmatically.
461
Nick Coghlan024b2f52014-06-07 23:43:00 +1000462Python 2.7 adds a :func:`~logging.dictConfig` function that
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000463uses a dictionary to configure logging. There are many ways to
464produce a dictionary from different sources: construct one with code;
465parse a file containing JSON; or use a YAML parsing library if one is
Nick Coghlan024b2f52014-06-07 23:43:00 +1000466installed. For more information see :ref:`logging-config-api`.
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000467
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000468The following example configures two loggers, the root logger and a
Nick Coghlan024b2f52014-06-07 23:43:00 +1000469logger named "network". Messages sent to the root logger will be
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000470sent to the system log using the syslog protocol, and messages
471to the "network" logger will be written to a :file:`network.log` file
Nick Coghlan024b2f52014-06-07 23:43:00 +1000472that will be rotated once the log reaches 1MB.
Benjamin Peterson9895f912010-03-21 22:05:32 +0000473
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000474::
475
476 import logging
477 import logging.config
478
479 configdict = {
480 'version': 1, # Configuration schema in use; must be 1 for now
481 'formatters': {
482 'standard': {
483 'format': ('%(asctime)s %(name)-15s '
484 '%(levelname)-8s %(message)s')}},
485
486 'handlers': {'netlog': {'backupCount': 10,
487 'class': 'logging.handlers.RotatingFileHandler',
488 'filename': '/logs/network.log',
489 'formatter': 'standard',
490 'level': 'INFO',
Nick Coghlan024b2f52014-06-07 23:43:00 +1000491 'maxBytes': 1000000},
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000492 'syslog': {'class': 'logging.handlers.SysLogHandler',
493 'formatter': 'standard',
494 'level': 'ERROR'}},
495
496 # Specify all the subordinate loggers
497 'loggers': {
498 'network': {
499 'handlers': ['netlog']
500 }
501 },
502 # Specify properties of the root logger
503 'root': {
504 'handlers': ['syslog']
505 },
506 }
507
508 # Set up configuration
509 logging.config.dictConfig(configdict)
510
511 # As an example, log two error messages
512 logger = logging.getLogger('/')
513 logger.error('Database not found')
514
515 netlogger = logging.getLogger('network')
516 netlogger.error('Connection failed')
517
518Three smaller enhancements to the :mod:`logging` module, all
519implemented by Vinay Sajip, are:
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000520
521.. rev79293
522
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000523* The :class:`~logging.handlers.SysLogHandler` class now supports
524 syslogging over TCP. The constructor has a *socktype* parameter
525 giving the type of socket to use, either :const:`socket.SOCK_DGRAM`
526 for UDP or :const:`socket.SOCK_STREAM` for TCP. The default
527 protocol remains UDP.
528
Nick Coghlan024b2f52014-06-07 23:43:00 +1000529* :class:`~logging.Logger` instances gained a :meth:`~logging.Logger.getChild`
530 method that retrieves a descendant logger using a relative path.
531 For example, once you retrieve a logger by doing ``log = getLogger('app')``,
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000532 calling ``log.getChild('network.listen')`` is equivalent to
533 ``getLogger('app.network.listen')``.
534
Nick Coghlan024b2f52014-06-07 23:43:00 +1000535* The :class:`~logging.LoggerAdapter` class gained a
536 :meth:`~logging.LoggerAdapter.isEnabledFor` method that takes a
537 *level* and returns whether the underlying logger would
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000538 process a message of that level of importance.
539
Nick Coghlan024b2f52014-06-07 23:43:00 +1000540.. XXX: Logger objects don't have a class declaration so the link don't work
541
Benjamin Peterson9895f912010-03-21 22:05:32 +0000542.. seealso::
543
544 :pep:`391` - Dictionary-Based Configuration For Logging
545 PEP written and implemented by Vinay Sajip.
546
547PEP 3106: Dictionary Views
548====================================================
549
Nick Coghlan024b2f52014-06-07 23:43:00 +1000550The dictionary methods :meth:`~dict.keys`, :meth:`~dict.values`, and
551:meth:`~dict.items` are different in Python 3.x. They return an object
552called a :dfn:`view` instead of a fully materialized list.
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000553
Nick Coghlan024b2f52014-06-07 23:43:00 +1000554It's not possible to change the return values of :meth:`~dict.keys`,
555:meth:`~dict.values`, and :meth:`~dict.items` in Python 2.7 because
556too much code would break. Instead the 3.x versions were added
557under the new names :meth:`~dict.viewkeys`, :meth:`~dict.viewvalues`,
558and :meth:`~dict.viewitems`.
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000559
560::
561
562 >>> d = dict((i*10, chr(65+i)) for i in range(26))
563 >>> d
564 {0: 'A', 130: 'N', 10: 'B', 140: 'O', 20: ..., 250: 'Z'}
565 >>> d.viewkeys()
566 dict_keys([0, 130, 10, 140, 20, 150, 30, ..., 250])
567
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000568Views can be iterated over, but the key and item views also behave
569like sets. The ``&`` operator performs intersection, and ``|``
570performs a union::
571
572 >>> d1 = dict((i*10, chr(65+i)) for i in range(26))
573 >>> d2 = dict((i**.5, i) for i in range(1000))
574 >>> d1.viewkeys() & d2.viewkeys()
575 set([0.0, 10.0, 20.0, 30.0])
576 >>> d1.viewkeys() | range(0, 30)
577 set([0, 1, 130, 3, 4, 5, 6, ..., 120, 250])
578
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000579The view keeps track of the dictionary and its contents change as the
580dictionary is modified::
581
582 >>> vk = d.viewkeys()
583 >>> vk
584 dict_keys([0, 130, 10, ..., 250])
585 >>> d[260] = '&'
586 >>> vk
587 dict_keys([0, 130, 260, 10, ..., 250])
588
589However, note that you can't add or remove keys while you're iterating
590over the view::
591
592 >>> for k in vk:
593 ... d[k*2] = k
594 ...
595 Traceback (most recent call last):
596 File "<stdin>", line 1, in <module>
597 RuntimeError: dictionary changed size during iteration
598
599You can use the view methods in Python 2.x code, and the 2to3
Nick Coghlan024b2f52014-06-07 23:43:00 +1000600converter will change them to the standard :meth:`~dict.keys`,
601:meth:`~dict.values`, and :meth:`~dict.items` methods.
Benjamin Peterson9895f912010-03-21 22:05:32 +0000602
603.. seealso::
604
605 :pep:`3106` - Revamping dict.keys(), .values() and .items()
606 PEP written by Guido van Rossum.
607 Backported to 2.7 by Alexandre Vassalotti; :issue:`1967`.
608
609
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000610PEP 3137: The memoryview Object
611====================================================
612
613The :class:`memoryview` object provides a view of another object's
614memory content that matches the :class:`bytes` type's interface.
615
616 >>> import string
617 >>> m = memoryview(string.letters)
618 >>> m
619 <memory at 0x37f850>
620 >>> len(m) # Returns length of underlying object
621 52
622 >>> m[0], m[25], m[26] # Indexing returns one byte
623 ('a', 'z', 'A')
624 >>> m2 = m[0:26] # Slicing returns another memoryview
625 >>> m2
626 <memory at 0x37f080>
627
628The content of the view can be converted to a string of bytes or
629a list of integers:
630
631 >>> m2.tobytes()
632 'abcdefghijklmnopqrstuvwxyz'
633 >>> m2.tolist()
634 [97, 98, 99, 100, 101, 102, 103, ... 121, 122]
635 >>>
636
637:class:`memoryview` objects allow modifying the underlying object if
638it's a mutable object.
639
640 >>> m2[0] = 75
641 Traceback (most recent call last):
642 File "<stdin>", line 1, in <module>
643 TypeError: cannot modify read-only memory
644 >>> b = bytearray(string.letters) # Creating a mutable object
645 >>> b
646 bytearray(b'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ')
647 >>> mb = memoryview(b)
648 >>> mb[0] = '*' # Assign to view, changing the bytearray.
649 >>> b[0:5] # The bytearray has been changed.
650 bytearray(b'*bcde')
651 >>>
652
653.. seealso::
654
655 :pep:`3137` - Immutable Bytes and Mutable Buffer
656 PEP written by Guido van Rossum.
657 Implemented by Travis Oliphant, Antoine Pitrou and others.
658 Backported to 2.7 by Antoine Pitrou; :issue:`2396`.
659
660
661
Benjamin Petersonf10a79a2008-10-11 00:49:57 +0000662Other Language Changes
663======================
664
665Some smaller changes made to the core Python language are:
666
Benjamin Peterson9895f912010-03-21 22:05:32 +0000667* The syntax for set literals has been backported from Python 3.x.
668 Curly brackets are used to surround the contents of the resulting
669 mutable set; set literals are
670 distinguished from dictionaries by not containing colons and values.
671 ``{}`` continues to represent an empty dictionary; use
672 ``set()`` for an empty set.
673
Nick Coghlan024b2f52014-06-07 23:43:00 +1000674 >>> {1, 2, 3, 4, 5}
Benjamin Peterson9895f912010-03-21 22:05:32 +0000675 set([1, 2, 3, 4, 5])
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000676 >>> set() # empty set
Benjamin Peterson9895f912010-03-21 22:05:32 +0000677 set([])
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000678 >>> {} # empty dict
Benjamin Peterson9895f912010-03-21 22:05:32 +0000679 {}
680
681 Backported by Alexandre Vassalotti; :issue:`2335`.
682
683* Dictionary and set comprehensions are another feature backported from
684 3.x, generalizing list/generator comprehensions to use
685 the literal syntax for sets and dictionaries.
686
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000687 >>> {x: x*x for x in range(6)}
Benjamin Peterson9895f912010-03-21 22:05:32 +0000688 {0: 0, 1: 1, 2: 4, 3: 9, 4: 16, 5: 25}
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000689 >>> {('a'*x) for x in range(6)}
Benjamin Peterson9895f912010-03-21 22:05:32 +0000690 set(['', 'a', 'aa', 'aaa', 'aaaa', 'aaaaa'])
691
692 Backported by Alexandre Vassalotti; :issue:`2333`.
693
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000694* The :keyword:`with` statement can now use multiple context managers
695 in one statement. Context managers are processed from left to right
696 and each one is treated as beginning a new :keyword:`with` statement.
697 This means that::
698
699 with A() as a, B() as b:
700 ... suite of statements ...
701
702 is equivalent to::
703
704 with A() as a:
705 with B() as b:
706 ... suite of statements ...
707
708 The :func:`contextlib.nested` function provides a very similar
709 function, so it's no longer necessary and has been deprecated.
710
Georg Brandlb7354a62014-10-29 10:57:37 +0100711 (Proposed in https://codereview.appspot.com/53094; implemented by
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000712 Georg Brandl.)
713
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000714* Conversions between floating-point numbers and strings are
715 now correctly rounded on most platforms. These conversions occur
716 in many different places: :func:`str` on
717 floats and complex numbers; the :class:`float` and :class:`complex`
718 constructors;
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000719 numeric formatting; serializing and
720 deserializing floats and complex numbers using the
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000721 :mod:`marshal`, :mod:`pickle`
722 and :mod:`json` modules;
723 parsing of float and imaginary literals in Python code;
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000724 and :class:`~decimal.Decimal`-to-float conversion.
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000725
726 Related to this, the :func:`repr` of a floating-point number *x*
727 now returns a result based on the shortest decimal string that's
728 guaranteed to round back to *x* under correct rounding (with
729 round-half-to-even rounding mode). Previously it gave a string
730 based on rounding x to 17 decimal digits.
731
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000732 .. maybe add an example?
733
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000734 The rounding library responsible for this improvement works on
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000735 Windows and on Unix platforms using the gcc, icc, or suncc
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000736 compilers. There may be a small number of platforms where correct
737 operation of this code cannot be guaranteed, so the code is not
Benjamin Petersona28e7022010-01-09 18:53:06 +0000738 used on such systems. You can find out which code is being used
739 by checking :data:`sys.float_repr_style`, which will be ``short``
740 if the new code is in use and ``legacy`` if it isn't.
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000741
Mark Dickinson0bc8f902010-01-07 09:31:48 +0000742 Implemented by Eric Smith and Mark Dickinson, using David Gay's
743 :file:`dtoa.c` library; :issue:`7117`.
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000744
Benjamin Peterson25c95f12009-05-08 20:42:26 +0000745* Conversions from long integers and regular integers to floating
746 point now round differently, returning the floating-point number
747 closest to the number. This doesn't matter for small integers that
748 can be converted exactly, but for large numbers that will
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000749 unavoidably lose precision, Python 2.7 now approximates more
Benjamin Peterson25c95f12009-05-08 20:42:26 +0000750 closely. For example, Python 2.6 computed the following::
751
752 >>> n = 295147905179352891391
753 >>> float(n)
754 2.9514790517935283e+20
755 >>> n - long(float(n))
756 65535L
757
758 Python 2.7's floating-point result is larger, but much closer to the
759 true value::
760
761 >>> n = 295147905179352891391
762 >>> float(n)
763 2.9514790517935289e+20
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000764 >>> n - long(float(n))
Benjamin Peterson25c95f12009-05-08 20:42:26 +0000765 -1L
766
767 (Implemented by Mark Dickinson; :issue:`3166`.)
768
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000769 Integer division is also more accurate in its rounding behaviours. (Also
770 implemented by Mark Dickinson; :issue:`1811`.)
771
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000772* Implicit coercion for complex numbers has been removed; the interpreter
773 will no longer ever attempt to call a :meth:`__coerce__` method on complex
774 objects. (Removed by Meador Inge and Mark Dickinson; :issue:`5211`.)
775
776* The :meth:`str.format` method now supports automatic numbering of the replacement
777 fields. This makes using :meth:`str.format` more closely resemble using
778 ``%s`` formatting::
779
780 >>> '{}:{}:{}'.format(2009, 04, 'Sunday')
781 '2009:4:Sunday'
782 >>> '{}:{}:{day}'.format(2009, 4, day='Sunday')
783 '2009:4:Sunday'
784
785 The auto-numbering takes the fields from left to right, so the first ``{...}``
786 specifier will use the first argument to :meth:`str.format`, the next
787 specifier will use the next argument, and so on. You can't mix auto-numbering
788 and explicit numbering -- either number all of your specifier fields or none
789 of them -- but you can mix auto-numbering and named fields, as in the second
790 example above. (Contributed by Eric Smith; :issue:`5237`.)
791
792 Complex numbers now correctly support usage with :func:`format`,
793 and default to being right-aligned.
794 Specifying a precision or comma-separation applies to both the real
795 and imaginary parts of the number, but a specified field width and
796 alignment is applied to the whole of the resulting ``1.5+3j``
797 output. (Contributed by Eric Smith; :issue:`1588` and :issue:`7988`.)
798
799 The 'F' format code now always formats its output using uppercase characters,
800 so it will now produce 'INF' and 'NAN'.
801 (Contributed by Eric Smith; :issue:`3382`.)
802
803 A low-level change: the :meth:`object.__format__` method now triggers
804 a :exc:`PendingDeprecationWarning` if it's passed a format string,
805 because the :meth:`__format__` method for :class:`object` converts
806 the object to a string representation and formats that. Previously
807 the method silently applied the format string to the string
808 representation, but that could hide mistakes in Python code. If
809 you're supplying formatting information such as an alignment or
810 precision, presumably you're expecting the formatting to be applied
811 in some object-specific way. (Fixed by Eric Smith; :issue:`7994`.)
812
813* The :func:`int` and :func:`long` types gained a ``bit_length``
814 method that returns the number of bits necessary to represent
815 its argument in binary::
816
817 >>> n = 37
818 >>> bin(n)
819 '0b100101'
820 >>> n.bit_length()
821 6
822 >>> n = 2**123-1
823 >>> n.bit_length()
824 123
825 >>> (n+1).bit_length()
826 124
827
828 (Contributed by Fredrik Johansson and Victor Stinner; :issue:`3439`.)
829
Senthil Kumarana3b23162011-08-06 12:54:23 +0800830* The :keyword:`import` statement will no longer try an absolute import
831 if a relative import (e.g. ``from .os import sep``) fails. This
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000832 fixes a bug, but could possibly break certain :keyword:`import`
833 statements that were only working by accident. (Fixed by Meador Inge;
834 :issue:`7902`.)
835
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000836* It's now possible for a subclass of the built-in :class:`unicode` type
837 to override the :meth:`__unicode__` method. (Implemented by
838 Victor Stinner; :issue:`1583863`.)
839
840* The :class:`bytearray` type's :meth:`~bytearray.translate` method now accepts
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000841 ``None`` as its first argument. (Fixed by Georg Brandl;
Benjamin Petersond23f8222009-04-05 19:13:16 +0000842 :issue:`4759`.)
Mark Dickinsond72c7b62009-03-20 16:00:49 +0000843
Nick Coghlan024b2f52014-06-07 23:43:00 +1000844 .. XXX bytearray doesn't seem to be documented
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000845
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000846* When using ``@classmethod`` and ``@staticmethod`` to wrap
847 methods as class or static methods, the wrapper object now
848 exposes the wrapped function as their :attr:`__func__` attribute.
849 (Contributed by Amaury Forgeot d'Arc, after a suggestion by
850 George Sakkis; :issue:`5982`.)
851
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000852* When a restricted set of attributes were set using ``__slots__``,
853 deleting an unset attribute would not raise :exc:`AttributeError`
854 as you would expect. Fixed by Benjamin Peterson; :issue:`7604`.)
855
856* Two new encodings are now supported: "cp720", used primarily for
857 Arabic text; and "cp858", a variant of CP 850 that adds the euro
858 symbol. (CP720 contributed by Alexander Belchenko and Amaury
859 Forgeot d'Arc in :issue:`1616979`; CP858 contributed by Tim Hatch in
860 :issue:`8016`.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000861
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000862* The :class:`file` object will now set the :attr:`filename` attribute
863 on the :exc:`IOError` exception when trying to open a directory
Benjamin Peterson9895f912010-03-21 22:05:32 +0000864 on POSIX platforms (noted by Jan Kaliszewski; :issue:`4764`), and
865 now explicitly checks for and forbids writing to read-only file objects
866 instead of trusting the C library to catch and report the error
867 (fixed by Stefan Krah; :issue:`5677`).
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000868
Benjamin Petersona28e7022010-01-09 18:53:06 +0000869* The Python tokenizer now translates line endings itself, so the
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000870 :func:`compile` built-in function now accepts code using any
Benjamin Petersona28e7022010-01-09 18:53:06 +0000871 line-ending convention. Additionally, it no longer requires that the
872 code end in a newline.
873
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000874* Extra parentheses in function definitions are illegal in Python 3.x,
875 meaning that you get a syntax error from ``def f((x)): pass``. In
876 Python3-warning mode, Python 2.7 will now warn about this odd usage.
877 (Noted by James Lingard; :issue:`7362`.)
878
Ezio Melotti11d22dc2010-04-20 09:55:05 +0000879* It's now possible to create weak references to old-style class
880 objects. New-style classes were always weak-referenceable. (Fixed
881 by Antoine Pitrou; :issue:`8268`.)
882
Benjamin Peterson9895f912010-03-21 22:05:32 +0000883* When a module object is garbage-collected, the module's dictionary is
884 now only cleared if no one else is holding a reference to the
885 dictionary (:issue:`7140`).
886
Benjamin Petersonf10a79a2008-10-11 00:49:57 +0000887.. ======================================================================
888
Benjamin Peterson08bf91c2010-04-11 16:12:57 +0000889.. _new-27-interpreter:
890
891Interpreter Changes
892-------------------------------
893
894A new environment variable, :envvar:`PYTHONWARNINGS`,
895allows controlling warnings. It should be set to a string
896containing warning settings, equivalent to those
897used with the :option:`-W` switch, separated by commas.
898(Contributed by Brian Curtin; :issue:`7301`.)
899
900For example, the following setting will print warnings every time
901they occur, but turn warnings from the :mod:`Cookie` module into an
902error. (The exact syntax for setting an environment variable varies
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000903across operating systems and shells.)
Benjamin Peterson08bf91c2010-04-11 16:12:57 +0000904
905::
906
907 export PYTHONWARNINGS=all,error:::Cookie:0
908
Benjamin Peterson08bf91c2010-04-11 16:12:57 +0000909.. ======================================================================
910
Benjamin Petersonf10a79a2008-10-11 00:49:57 +0000911
912Optimizations
913-------------
914
Benjamin Petersond23f8222009-04-05 19:13:16 +0000915Several performance enhancements have been added:
916
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000917* A new opcode was added to perform the initial setup for
918 :keyword:`with` statements, looking up the :meth:`__enter__` and
919 :meth:`__exit__` methods. (Contributed by Benjamin Peterson.)
920
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000921* The garbage collector now performs better for one common usage
922 pattern: when many objects are being allocated without deallocating
923 any of them. This would previously take quadratic
924 time for garbage collection, but now the number of full garbage collections
925 is reduced as the number of objects on the heap grows.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +0000926 The new logic only performs a full garbage collection pass when
Benjamin Peterson9eea4802009-12-31 03:31:15 +0000927 the middle generation has been collected 10 times and when the
928 number of survivor objects from the middle generation exceeds 10% of
929 the number of objects in the oldest generation. (Suggested by Martin
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000930 von Löwis and implemented by Antoine Pitrou; :issue:`4074`.)
Benjamin Peterson1010bf32009-01-30 04:00:29 +0000931
Benjamin Petersond23f8222009-04-05 19:13:16 +0000932* The garbage collector tries to avoid tracking simple containers
933 which can't be part of a cycle. In Python 2.7, this is now true for
934 tuples and dicts containing atomic types (such as ints, strings,
935 etc.). Transitively, a dict containing tuples of atomic types won't
936 be tracked either. This helps reduce the cost of each
937 garbage collection by decreasing the number of objects to be
938 considered and traversed by the collector.
Antoine Pitrou9d81def2009-03-28 19:20:09 +0000939 (Contributed by Antoine Pitrou; :issue:`4688`.)
940
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000941* Long integers are now stored internally either in base 2**15 or in base
Benjamin Petersond23f8222009-04-05 19:13:16 +0000942 2**30, the base being determined at build time. Previously, they
943 were always stored in base 2**15. Using base 2**30 gives
944 significant performance improvements on 64-bit machines, but
945 benchmark results on 32-bit machines have been mixed. Therefore,
946 the default is to use base 2**30 on 64-bit machines and base 2**15
947 on 32-bit machines; on Unix, there's a new configure option
948 :option:`--enable-big-digits` that can be used to override this default.
949
950 Apart from the performance improvements this change should be
951 invisible to end users, with one exception: for testing and
Ezio Melotti6c96ffe2010-04-07 04:27:14 +0000952 debugging purposes there's a new structseq :data:`sys.long_info` that
Benjamin Petersond23f8222009-04-05 19:13:16 +0000953 provides information about the internal format, giving the number of
954 bits per digit and the size in bytes of the C type used to store
955 each digit::
956
957 >>> import sys
958 >>> sys.long_info
959 sys.long_info(bits_per_digit=30, sizeof_digit=4)
960
961 (Contributed by Mark Dickinson; :issue:`4258`.)
962
963 Another set of changes made long objects a few bytes smaller: 2 bytes
964 smaller on 32-bit systems and 6 bytes on 64-bit.
965 (Contributed by Mark Dickinson; :issue:`5260`.)
966
967* The division algorithm for long integers has been made faster
968 by tightening the inner loop, doing shifts instead of multiplications,
969 and fixing an unnecessary extra iteration.
970 Various benchmarks show speedups of between 50% and 150% for long
971 integer divisions and modulo operations.
972 (Contributed by Mark Dickinson; :issue:`5512`.)
Benjamin Petersona28e7022010-01-09 18:53:06 +0000973 Bitwise operations are also significantly faster (initial patch by
974 Gregory Smith; :issue:`1087418`).
Benjamin Petersond23f8222009-04-05 19:13:16 +0000975
976* The implementation of ``%`` checks for the left-side operand being
977 a Python string and special-cases it; this results in a 1-3%
978 performance increase for applications that frequently use ``%``
979 with strings, such as templating libraries.
980 (Implemented by Collin Winter; :issue:`5176`.)
981
982* List comprehensions with an ``if`` condition are compiled into
983 faster bytecode. (Patch by Antoine Pitrou, back-ported to 2.7
984 by Jeffrey Yasskin; :issue:`4715`.)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +0000985
Benjamin Petersona28e7022010-01-09 18:53:06 +0000986* Converting an integer or long integer to a decimal string was made
987 faster by special-casing base 10 instead of using a generalized
988 conversion function that supports arbitrary bases.
989 (Patch by Gawain Bolton; :issue:`6713`.)
990
Benjamin Petersond69fe2a2010-02-03 02:59:43 +0000991* The :meth:`split`, :meth:`replace`, :meth:`rindex`,
992 :meth:`rpartition`, and :meth:`rsplit` methods of string-like types
993 (strings, Unicode strings, and :class:`bytearray` objects) now use a
994 fast reverse-search algorithm instead of a character-by-character
995 scan. This is sometimes faster by a factor of 10. (Added by
996 Florent Xicluna; :issue:`7462` and :issue:`7622`.)
Benjamin Petersona28e7022010-01-09 18:53:06 +0000997
Benjamin Petersonf6489f92009-11-25 17:46:26 +0000998* The :mod:`pickle` and :mod:`cPickle` modules now automatically
999 intern the strings used for attribute names, reducing memory usage
1000 of the objects resulting from unpickling. (Contributed by Jake
1001 McGuire; :issue:`5084`.)
1002
1003* The :mod:`cPickle` module now special-cases dictionaries,
1004 nearly halving the time required to pickle them.
1005 (Contributed by Collin Winter; :issue:`5670`.)
1006
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001007.. ======================================================================
1008
Georg Brandl4d131ee2009-11-18 18:53:14 +00001009New and Improved Modules
1010========================
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001011
1012As in every release, Python's standard library received a number of
1013enhancements and bug fixes. Here's a partial list of the most notable
1014changes, sorted alphabetically by module name. Consult the
1015:file:`Misc/NEWS` file in the source tree for a more complete list of
1016changes, or look through the Subversion logs for all the details.
1017
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001018* The :mod:`bdb` module's base debugging class :class:`~bdb.Bdb`
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001019 gained a feature for skipping modules. The constructor
1020 now takes an iterable containing glob-style patterns such as
1021 ``django.*``; the debugger will not step into stack frames
1022 from a module that matches one of these patterns.
1023 (Contributed by Maru Newby after a suggestion by
1024 Senthil Kumaran; :issue:`5142`.)
1025
Benjamin Peterson9895f912010-03-21 22:05:32 +00001026* The :mod:`binascii` module now supports the buffer API, so it can be
1027 used with :class:`memoryview` instances and other similar buffer objects.
1028 (Backported from 3.x by Florent Xicluna; :issue:`7703`.)
1029
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001030* Updated module: the :mod:`bsddb` module has been updated from 4.7.2devel9
1031 to version 4.8.4 of
Georg Brandl5d941342016-02-26 19:37:12 +01001032 `the pybsddb package <https://www.jcea.es/programacion/pybsddb.htm>`__.
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001033 The new version features better Python 3.x compatibility, various bug fixes,
1034 and adds several new BerkeleyDB flags and methods.
1035 (Updated by Jesús Cea Avión; :issue:`8156`. The pybsddb
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001036 changelog can be read at http://hg.jcea.es/pybsddb/file/tip/ChangeLog.)
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001037
1038* The :mod:`bz2` module's :class:`~bz2.BZ2File` now supports the context
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001039 management protocol, so you can write ``with bz2.BZ2File(...) as f:``.
1040 (Contributed by Hagen Fürstenau; :issue:`3860`.)
Benjamin Peterson1010bf32009-01-30 04:00:29 +00001041
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001042* New class: the :class:`~collections.Counter` class in the :mod:`collections`
1043 module is useful for tallying data. :class:`~collections.Counter` instances
1044 behave mostly like dictionaries but return zero for missing keys instead of
Benjamin Peterson25c95f12009-05-08 20:42:26 +00001045 raising a :exc:`KeyError`:
Benjamin Peterson1010bf32009-01-30 04:00:29 +00001046
Benjamin Peterson25c95f12009-05-08 20:42:26 +00001047 .. doctest::
1048 :options: +NORMALIZE_WHITESPACE
1049
1050 >>> from collections import Counter
1051 >>> c = Counter()
1052 >>> for letter in 'here is a sample of english text':
1053 ... c[letter] += 1
1054 ...
1055 >>> c
1056 Counter({' ': 6, 'e': 5, 's': 3, 'a': 2, 'i': 2, 'h': 2,
1057 'l': 2, 't': 2, 'g': 1, 'f': 1, 'm': 1, 'o': 1, 'n': 1,
1058 'p': 1, 'r': 1, 'x': 1})
1059 >>> c['e']
1060 5
1061 >>> c['z']
1062 0
Benjamin Peterson1010bf32009-01-30 04:00:29 +00001063
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001064 There are three additional :class:`~collections.Counter` methods.
Ezio Melotti11d22dc2010-04-20 09:55:05 +00001065 :meth:`~collections.Counter.most_common` returns the N most common
1066 elements and their counts. :meth:`~collections.Counter.elements`
1067 returns an iterator over the contained elements, repeating each
1068 element as many times as its count.
1069 :meth:`~collections.Counter.subtract` takes an iterable and
1070 subtracts one for each element instead of adding; if the argument is
1071 a dictionary or another :class:`Counter`, the counts are
1072 subtracted. ::
Benjamin Peterson1010bf32009-01-30 04:00:29 +00001073
1074 >>> c.most_common(5)
1075 [(' ', 6), ('e', 5), ('s', 3), ('a', 2), ('i', 2)]
1076 >>> c.elements() ->
1077 'a', 'a', ' ', ' ', ' ', ' ', ' ', ' ',
1078 'e', 'e', 'e', 'e', 'e', 'g', 'f', 'i', 'i',
1079 'h', 'h', 'm', 'l', 'l', 'o', 'n', 'p', 's',
Benjamin Peterson25c95f12009-05-08 20:42:26 +00001080 's', 's', 'r', 't', 't', 'x'
Ezio Melotti11d22dc2010-04-20 09:55:05 +00001081 >>> c['e']
1082 5
1083 >>> c.subtract('very heavy on the letter e')
1084 >>> c['e'] # Count is now lower
1085 -1
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001086
Benjamin Peterson1010bf32009-01-30 04:00:29 +00001087 Contributed by Raymond Hettinger; :issue:`1696199`.
1088
Ezio Melotti11d22dc2010-04-20 09:55:05 +00001089 .. revision 79660
1090
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001091 New class: :class:`~collections.OrderedDict` is described in the earlier
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001092 section :ref:`pep-0372`.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001093
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001094 New method: The :class:`~collections.deque` data type now has a
1095 :meth:`~collections.deque.count` method that returns the number of
1096 contained elements equal to the supplied argument *x*, and a
1097 :meth:`~collections.deque.reverse` method that reverses the elements
Nick Coghlan024b2f52014-06-07 23:43:00 +10001098 of the deque in-place. :class:`~collections.deque` also exposes its maximum
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001099 length as the read-only :attr:`~collections.deque.maxlen` attribute.
1100 (Both features added by Raymond Hettinger.)
1101
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001102 The :class:`~collections.namedtuple` class now has an optional *rename* parameter.
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001103 If *rename* is true, field names that are invalid because they've
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001104 been repeated or aren't legal Python identifiers will be
Benjamin Petersond23f8222009-04-05 19:13:16 +00001105 renamed to legal names that are derived from the field's
1106 position within the list of fields:
1107
Benjamin Peterson25c95f12009-05-08 20:42:26 +00001108 >>> from collections import namedtuple
1109 >>> T = namedtuple('T', ['field1', '$illegal', 'for', 'field2'], rename=True)
Benjamin Petersond23f8222009-04-05 19:13:16 +00001110 >>> T._fields
1111 ('field1', '_1', '_2', 'field2')
1112
1113 (Added by Raymond Hettinger; :issue:`1818`.)
1114
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001115 Finally, the :class:`~collections.Mapping` abstract base class now
Georg Brandlb0f09912010-07-05 17:48:38 +00001116 returns :const:`NotImplemented` if a mapping is compared to
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001117 another type that isn't a :class:`Mapping`.
1118 (Fixed by Daniel Stutzbach; :issue:`8729`.)
1119
1120* Constructors for the parsing classes in the :mod:`ConfigParser` module now
Serhiy Storchakad65c9492015-11-02 14:10:23 +02001121 take an *allow_no_value* parameter, defaulting to false; if true,
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001122 options without values will be allowed. For example::
1123
1124 >>> import ConfigParser, StringIO
1125 >>> sample_config = """
1126 ... [mysqld]
1127 ... user = mysql
1128 ... pid-file = /var/run/mysqld/mysqld.pid
1129 ... skip-bdb
1130 ... """
1131 >>> config = ConfigParser.RawConfigParser(allow_no_value=True)
1132 >>> config.readfp(StringIO.StringIO(sample_config))
1133 >>> config.get('mysqld', 'user')
1134 'mysql'
1135 >>> print config.get('mysqld', 'skip-bdb')
1136 None
1137 >>> print config.get('mysqld', 'unknown')
1138 Traceback (most recent call last):
1139 ...
1140 NoOptionError: No option 'unknown' in section: 'mysqld'
1141
1142 (Contributed by Mats Kindahl; :issue:`7005`.)
1143
1144* Deprecated function: :func:`contextlib.nested`, which allows
1145 handling more than one context manager with a single :keyword:`with`
1146 statement, has been deprecated, because the :keyword:`with` statement
1147 now supports multiple context managers.
1148
1149* The :mod:`cookielib` module now ignores cookies that have an invalid
1150 version field, one that doesn't contain an integer value. (Fixed by
1151 John J. Lee; :issue:`3924`.)
Benjamin Peterson9eea4802009-12-31 03:31:15 +00001152
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001153* The :mod:`copy` module's :func:`~copy.deepcopy` function will now
Benjamin Peterson9eea4802009-12-31 03:31:15 +00001154 correctly copy bound instance methods. (Implemented by
1155 Robert Collins; :issue:`1515`.)
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001156
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001157* The :mod:`ctypes` module now always converts ``None`` to a C NULL
1158 pointer for arguments declared as pointers. (Changed by Thomas
Benjamin Peterson9895f912010-03-21 22:05:32 +00001159 Heller; :issue:`4606`.) The underlying `libffi library
1160 <http://sourceware.org/libffi/>`__ has been updated to version
1161 3.0.9, containing various fixes for different platforms. (Updated
1162 by Matthias Klose; :issue:`8142`.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001163
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001164* New method: the :mod:`datetime` module's :class:`~datetime.timedelta` class
1165 gained a :meth:`~datetime.timedelta.total_seconds` method that returns the
1166 number of seconds in the duration. (Contributed by Brian Quinlan; :issue:`5788`.)
Benjamin Peterson9eea4802009-12-31 03:31:15 +00001167
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001168* New method: the :class:`~decimal.Decimal` class gained a
1169 :meth:`~decimal.Decimal.from_float` class method that performs an exact
1170 conversion of a floating-point number to a :class:`~decimal.Decimal`.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001171 This exact conversion strives for the
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001172 closest decimal approximation to the floating-point representation's value;
1173 the resulting decimal value will therefore still include the inaccuracy,
1174 if any.
1175 For example, ``Decimal.from_float(0.1)`` returns
1176 ``Decimal('0.1000000000000000055511151231257827021181583404541015625')``.
1177 (Implemented by Raymond Hettinger; :issue:`4796`.)
1178
Nick Coghlan024b2f52014-06-07 23:43:00 +10001179 Comparing instances of :class:`~decimal.Decimal` with floating-point
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001180 numbers now produces sensible results based on the numeric values
1181 of the operands. Previously such comparisons would fall back to
1182 Python's default rules for comparing objects, which produced arbitrary
1183 results based on their type. Note that you still cannot combine
1184 :class:`Decimal` and floating-point in other operations such as addition,
1185 since you should be explicitly choosing how to convert between float and
Nick Coghlan024b2f52014-06-07 23:43:00 +10001186 :class:`~decimal.Decimal`. (Fixed by Mark Dickinson; :issue:`2531`.)
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001187
Ezio Melotti11d22dc2010-04-20 09:55:05 +00001188 The constructor for :class:`~decimal.Decimal` now accepts
1189 floating-point numbers (added by Raymond Hettinger; :issue:`8257`)
1190 and non-European Unicode characters such as Arabic-Indic digits
1191 (contributed by Mark Dickinson; :issue:`6595`).
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001192
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001193 Most of the methods of the :class:`~decimal.Context` class now accept integers
1194 as well as :class:`~decimal.Decimal` instances; the only exceptions are the
1195 :meth:`~decimal.Context.canonical` and :meth:`~decimal.Context.is_canonical`
1196 methods. (Patch by Juan José Conti; :issue:`7633`.)
1197
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001198 When using :class:`~decimal.Decimal` instances with a string's
1199 :meth:`~str.format` method, the default alignment was previously
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001200 left-alignment. This has been changed to right-alignment, which is
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001201 more sensible for numeric types. (Changed by Mark Dickinson; :issue:`6857`.)
1202
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001203 Comparisons involving a signaling NaN value (or ``sNAN``) now signal
1204 :const:`InvalidOperation` instead of silently returning a true or
1205 false value depending on the comparison operator. Quiet NaN values
1206 (or ``NaN``) are now hashable. (Fixed by Mark Dickinson;
1207 :issue:`7279`.)
1208
Ezio Melotti11d22dc2010-04-20 09:55:05 +00001209* The :mod:`difflib` module now produces output that is more
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001210 compatible with modern :command:`diff`/:command:`patch` tools
1211 through one small change, using a tab character instead of spaces as
1212 a separator in the header giving the filename. (Fixed by Anatoly
1213 Techtonik; :issue:`7585`.)
1214
1215* The Distutils ``sdist`` command now always regenerates the
1216 :file:`MANIFEST` file, since even if the :file:`MANIFEST.in` or
1217 :file:`setup.py` files haven't been modified, the user might have
1218 created some new files that should be included.
1219 (Fixed by Tarek Ziadé; :issue:`8688`.)
1220
1221* The :mod:`doctest` module's :const:`IGNORE_EXCEPTION_DETAIL` flag
1222 will now ignore the name of the module containing the exception
1223 being tested. (Patch by Lennart Regebro; :issue:`7490`.)
1224
1225* The :mod:`email` module's :class:`~email.message.Message` class will
1226 now accept a Unicode-valued payload, automatically converting the
1227 payload to the encoding specified by :attr:`output_charset`.
1228 (Added by R. David Murray; :issue:`1368247`.)
Ezio Melotti11d22dc2010-04-20 09:55:05 +00001229
1230* The :class:`~fractions.Fraction` class now accepts a single float or
1231 :class:`~decimal.Decimal` instance, or two rational numbers, as
1232 arguments to its constructor. (Implemented by Mark Dickinson;
1233 rationals added in :issue:`5812`, and float/decimal in
1234 :issue:`8294`.)
Benjamin Peterson25c95f12009-05-08 20:42:26 +00001235
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001236 Ordering comparisons (``<``, ``<=``, ``>``, ``>=``) between
Benjamin Peterson08bf91c2010-04-11 16:12:57 +00001237 fractions and complex numbers now raise a :exc:`TypeError`.
Nick Coghlan024b2f52014-06-07 23:43:00 +10001238 This fixes an oversight, making the :class:`~fractions.Fraction`
1239 match the other numeric types.
Benjamin Peterson08bf91c2010-04-11 16:12:57 +00001240
1241 .. revision 79455
1242
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001243* New class: :class:`~ftplib.FTP_TLS` in
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001244 the :mod:`ftplib` module provides secure FTP
Benjamin Peterson9eea4802009-12-31 03:31:15 +00001245 connections using TLS encapsulation of authentication as well as
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001246 subsequent control and data transfers.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001247 (Contributed by Giampaolo Rodola; :issue:`2054`.)
Benjamin Peterson9eea4802009-12-31 03:31:15 +00001248
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001249 The :meth:`~ftplib.FTP.storbinary` method for binary uploads can now restart
1250 uploads thanks to an added *rest* parameter (patch by Pablo Mouzo;
1251 :issue:`6845`.)
1252
Nick Coghlan024b2f52014-06-07 23:43:00 +10001253* New class decorator: :func:`~functools.total_ordering` in the :mod:`functools`
Benjamin Peterson08bf91c2010-04-11 16:12:57 +00001254 module takes a class that defines an :meth:`__eq__` method and one of
1255 :meth:`__lt__`, :meth:`__le__`, :meth:`__gt__`, or :meth:`__ge__`,
1256 and generates the missing comparison methods. Since the
1257 :meth:`__cmp__` method is being deprecated in Python 3.x,
1258 this decorator makes it easier to define ordered classes.
1259 (Added by Raymond Hettinger; :issue:`5479`.)
1260
Nick Coghlan024b2f52014-06-07 23:43:00 +10001261 New function: :func:`~functools.cmp_to_key` will take an old-style comparison
Benjamin Peterson08bf91c2010-04-11 16:12:57 +00001262 function that expects two arguments and return a new callable that
1263 can be used as the *key* parameter to functions such as
1264 :func:`sorted`, :func:`min` and :func:`max`, etc. The primary
1265 intended use is to help with making code compatible with Python 3.x.
1266 (Added by Raymond Hettinger.)
1267
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001268* New function: the :mod:`gc` module's :func:`~gc.is_tracked` returns
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001269 true if a given instance is tracked by the garbage collector, false
Benjamin Petersond23f8222009-04-05 19:13:16 +00001270 otherwise. (Contributed by Antoine Pitrou; :issue:`4688`.)
1271
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001272* The :mod:`gzip` module's :class:`~gzip.GzipFile` now supports the context
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001273 management protocol, so you can write ``with gzip.GzipFile(...) as f:``
1274 (contributed by Hagen Fürstenau; :issue:`3860`), and it now implements
Benjamin Peterson9895f912010-03-21 22:05:32 +00001275 the :class:`io.BufferedIOBase` ABC, so you can wrap it with
1276 :class:`io.BufferedReader` for faster processing
1277 (contributed by Nir Aides; :issue:`7471`).
1278 It's also now possible to override the modification time
Benjamin Petersond23f8222009-04-05 19:13:16 +00001279 recorded in a gzipped file by providing an optional timestamp to
1280 the constructor. (Contributed by Jacques Frechet; :issue:`4272`.)
Benjamin Peterson1010bf32009-01-30 04:00:29 +00001281
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001282 Files in gzip format can be padded with trailing zero bytes; the
1283 :mod:`gzip` module will now consume these trailing bytes. (Fixed by
1284 Tadek Pietraszek and Brian Curtin; :issue:`2846`.)
1285
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001286* New attribute: the :mod:`hashlib` module now has an :attr:`~hashlib.hashlib.algorithms`
1287 attribute containing a tuple naming the supported algorithms.
1288 In Python 2.7, ``hashlib.algorithms`` contains
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001289 ``('md5', 'sha1', 'sha224', 'sha256', 'sha384', 'sha512')``.
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001290 (Contributed by Carl Chenet; :issue:`7418`.)
1291
1292* The default :class:`~httplib.HTTPResponse` class used by the :mod:`httplib` module now
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001293 supports buffering, resulting in much faster reading of HTTP responses.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001294 (Contributed by Kristján Valur Jónsson; :issue:`4879`.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001295
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001296 The :class:`~httplib.HTTPConnection` and :class:`~httplib.HTTPSConnection` classes
Benjamin Peterson9895f912010-03-21 22:05:32 +00001297 now support a *source_address* parameter, a ``(host, port)`` 2-tuple
1298 giving the source address that will be used for the connection.
1299 (Contributed by Eldon Ziegler; :issue:`3972`.)
1300
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001301* The :mod:`ihooks` module now supports relative imports. Note that
1302 :mod:`ihooks` is an older module for customizing imports,
1303 superseded by the :mod:`imputil` module added in Python 2.0.
1304 (Relative import support added by Neil Schemenauer.)
1305
1306 .. revision 75423
1307
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001308* The :mod:`imaplib` module now supports IPv6 addresses.
1309 (Contributed by Derek Morr; :issue:`1655`.)
1310
Ezio Melotti11d22dc2010-04-20 09:55:05 +00001311* New function: the :mod:`inspect` module's :func:`~inspect.getcallargs`
1312 takes a callable and its positional and keyword arguments,
1313 and figures out which of the callable's parameters will receive each argument,
1314 returning a dictionary mapping argument names to their values. For example::
1315
1316 >>> from inspect import getcallargs
1317 >>> def f(a, b=1, *pos, **named):
1318 ... pass
1319 >>> getcallargs(f, 1, 2, 3)
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001320 {'a': 1, 'b': 2, 'pos': (3,), 'named': {}}
Ezio Melotti11d22dc2010-04-20 09:55:05 +00001321 >>> getcallargs(f, a=2, x=4)
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001322 {'a': 2, 'b': 1, 'pos': (), 'named': {'x': 4}}
Ezio Melotti11d22dc2010-04-20 09:55:05 +00001323 >>> getcallargs(f)
1324 Traceback (most recent call last):
1325 ...
1326 TypeError: f() takes at least 1 argument (0 given)
1327
1328 Contributed by George Sakkis; :issue:`3135`.
1329
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001330* Updated module: The :mod:`io` library has been upgraded to the version shipped with
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001331 Python 3.1. For 3.1, the I/O library was entirely rewritten in C
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001332 and is 2 to 20 times faster depending on the task being performed. The
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001333 original Python version was renamed to the :mod:`_pyio` module.
1334
1335 One minor resulting change: the :class:`io.TextIOBase` class now
1336 has an :attr:`errors` attribute giving the error setting
1337 used for encoding and decoding errors (one of ``'strict'``, ``'replace'``,
1338 ``'ignore'``).
1339
1340 The :class:`io.FileIO` class now raises an :exc:`OSError` when passed
Benjamin Peterson1010bf32009-01-30 04:00:29 +00001341 an invalid file descriptor. (Implemented by Benjamin Peterson;
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001342 :issue:`4991`.) The :meth:`~io.IOBase.truncate` method now preserves the
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001343 file position; previously it would change the file position to the
1344 end of the new file. (Fixed by Pascal Chambon; :issue:`6939`.)
Benjamin Peterson1010bf32009-01-30 04:00:29 +00001345
Benjamin Peterson97dd9872009-12-13 01:23:39 +00001346* New function: ``itertools.compress(data, selectors)`` takes two
Benjamin Petersond23f8222009-04-05 19:13:16 +00001347 iterators. Elements of *data* are returned if the corresponding
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001348 value in *selectors* is true::
Benjamin Petersond23f8222009-04-05 19:13:16 +00001349
1350 itertools.compress('ABCDEF', [1,0,1,0,1,1]) =>
1351 A, C, E, F
1352
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001353 .. maybe here is better to use >>> list(itertools.compress(...)) instead
1354
Benjamin Peterson97dd9872009-12-13 01:23:39 +00001355 New function: ``itertools.combinations_with_replacement(iter, r)``
Benjamin Petersond23f8222009-04-05 19:13:16 +00001356 returns all the possible *r*-length combinations of elements from the
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001357 iterable *iter*. Unlike :func:`~itertools.combinations`, individual elements
Benjamin Petersond23f8222009-04-05 19:13:16 +00001358 can be repeated in the generated combinations::
1359
1360 itertools.combinations_with_replacement('abc', 2) =>
1361 ('a', 'a'), ('a', 'b'), ('a', 'c'),
1362 ('b', 'b'), ('b', 'c'), ('c', 'c')
1363
1364 Note that elements are treated as unique depending on their position
1365 in the input, not their actual values.
1366
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001367 The :func:`itertools.count` function now has a *step* argument that
1368 allows incrementing by values other than 1. :func:`~itertools.count` also
Benjamin Petersond23f8222009-04-05 19:13:16 +00001369 now allows keyword arguments, and using non-integer values such as
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001370 floats or :class:`~decimal.Decimal` instances. (Implemented by Raymond
Benjamin Petersond23f8222009-04-05 19:13:16 +00001371 Hettinger; :issue:`5032`.)
1372
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001373 :func:`itertools.combinations` and :func:`itertools.product`
1374 previously raised :exc:`ValueError` for values of *r* larger than
Benjamin Petersond23f8222009-04-05 19:13:16 +00001375 the input iterable. This was deemed a specification error, so they
1376 now return an empty iterator. (Fixed by Raymond Hettinger; :issue:`4816`.)
1377
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001378* Updated module: The :mod:`json` module was upgraded to version 2.0.9 of the
Benjamin Petersond23f8222009-04-05 19:13:16 +00001379 simplejson package, which includes a C extension that makes
1380 encoding and decoding faster.
1381 (Contributed by Bob Ippolito; :issue:`4136`.)
1382
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001383 To support the new :class:`collections.OrderedDict` type, :func:`json.load`
Benjamin Petersond23f8222009-04-05 19:13:16 +00001384 now has an optional *object_pairs_hook* parameter that will be called
1385 with any object literal that decodes to a list of pairs.
1386 (Contributed by Raymond Hettinger; :issue:`5381`.)
1387
Nick Coghlan024b2f52014-06-07 23:43:00 +10001388* The :mod:`mailbox` module's :class:`~mailbox.Maildir` class now records the
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001389 timestamp on the directories it reads, and only re-reads them if the
1390 modification time has subsequently changed. This improves
1391 performance by avoiding unneeded directory scans. (Fixed by
1392 A.M. Kuchling and Antoine Pitrou; :issue:`1607951`, :issue:`6896`.)
1393
Benjamin Peterson9eea4802009-12-31 03:31:15 +00001394* New functions: the :mod:`math` module gained
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001395 :func:`~math.erf` and :func:`~math.erfc` for the error function and the complementary error function,
1396 :func:`~math.expm1` which computes ``e**x - 1`` with more precision than
1397 using :func:`~math.exp` and subtracting 1,
1398 :func:`~math.gamma` for the Gamma function, and
1399 :func:`~math.lgamma` for the natural log of the Gamma function.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001400 (Contributed by Mark Dickinson and nirinA raseliarison; :issue:`3366`.)
1401
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001402* The :mod:`multiprocessing` module's :class:`Manager*` classes
1403 can now be passed a callable that will be called whenever
1404 a subprocess is started, along with a set of arguments that will be
1405 passed to the callable.
1406 (Contributed by lekma; :issue:`5585`.)
1407
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001408 The :class:`~multiprocessing.Pool` class, which controls a pool of worker processes,
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001409 now has an optional *maxtasksperchild* parameter. Worker processes
1410 will perform the specified number of tasks and then exit, causing the
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001411 :class:`~multiprocessing.Pool` to start a new worker. This is useful if tasks may leak
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001412 memory or other resources, or if some tasks will cause the worker to
1413 become very large.
1414 (Contributed by Charles Cazabon; :issue:`6963`.)
1415
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001416* The :mod:`nntplib` module now supports IPv6 addresses.
1417 (Contributed by Derek Morr; :issue:`1664`.)
1418
Benjamin Peterson9eea4802009-12-31 03:31:15 +00001419* New functions: the :mod:`os` module wraps the following POSIX system
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001420 calls: :func:`~os.getresgid` and :func:`~os.getresuid`, which return the
Benjamin Peterson9eea4802009-12-31 03:31:15 +00001421 real, effective, and saved GIDs and UIDs;
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001422 :func:`~os.setresgid` and :func:`~os.setresuid`, which set
Benjamin Peterson9eea4802009-12-31 03:31:15 +00001423 real, effective, and saved GIDs and UIDs to new values;
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001424 :func:`~os.initgroups`, which initialize the group access list
1425 for the current process. (GID/UID functions
Benjamin Peterson9eea4802009-12-31 03:31:15 +00001426 contributed by Travis H.; :issue:`6508`. Support for initgroups added
1427 by Jean-Paul Calderone; :issue:`7333`.)
1428
Benjamin Peterson9895f912010-03-21 22:05:32 +00001429 The :func:`os.fork` function now re-initializes the import lock in
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001430 the child process; this fixes problems on Solaris when :func:`~os.fork`
Benjamin Peterson9895f912010-03-21 22:05:32 +00001431 is called from a thread. (Fixed by Zsolt Cserna; :issue:`7242`.)
1432
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001433* In the :mod:`os.path` module, the :func:`~os.path.normpath` and
1434 :func:`~os.path.abspath` functions now preserve Unicode; if their input path
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001435 is a Unicode string, the return value is also a Unicode string.
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001436 (:meth:`~os.path.normpath` fixed by Matt Giuca in :issue:`5827`;
1437 :meth:`~os.path.abspath` fixed by Ezio Melotti in :issue:`3426`.)
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001438
Benjamin Peterson1010bf32009-01-30 04:00:29 +00001439* The :mod:`pydoc` module now has help for the various symbols that Python
1440 uses. You can now do ``help('<<')`` or ``help('@')``, for example.
1441 (Contributed by David Laban; :issue:`4739`.)
1442
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001443* The :mod:`re` module's :func:`~re.split`, :func:`~re.sub`, and :func:`~re.subn`
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001444 now accept an optional *flags* argument, for consistency with the
1445 other functions in the module. (Added by Gregory P. Smith.)
1446
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001447* New function: :func:`~runpy.run_path` in the :mod:`runpy` module
1448 will execute the code at a provided *path* argument. *path* can be
1449 the path of a Python source file (:file:`example.py`), a compiled
1450 bytecode file (:file:`example.pyc`), a directory
1451 (:file:`./package/`), or a zip archive (:file:`example.zip`). If a
1452 directory or zip path is provided, it will be added to the front of
1453 ``sys.path`` and the module :mod:`__main__` will be imported. It's
1454 expected that the directory or zip contains a :file:`__main__.py`;
1455 if it doesn't, some other :file:`__main__.py` might be imported from
Nick Coghlan9fc68c42010-07-02 15:57:50 +00001456 a location later in ``sys.path``. This makes more of the machinery
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001457 of :mod:`runpy` available to scripts that want to mimic the way
Nick Coghlan9fc68c42010-07-02 15:57:50 +00001458 Python's command line processes an explicit path name.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001459 (Added by Nick Coghlan; :issue:`6816`.)
1460
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001461* New function: in the :mod:`shutil` module, :func:`~shutil.make_archive`
1462 takes a filename, archive type (zip or tar-format), and a directory
1463 path, and creates an archive containing the directory's contents.
1464 (Added by Tarek Ziadé.)
1465
1466 :mod:`shutil`'s :func:`~shutil.copyfile` and :func:`~shutil.copytree`
1467 functions now raise a :exc:`~shutil.SpecialFileError` exception when
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001468 asked to copy a named pipe. Previously the code would treat
1469 named pipes like a regular file by opening them for reading, and
1470 this would block indefinitely. (Fixed by Antoine Pitrou; :issue:`3002`.)
1471
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001472* The :mod:`signal` module no longer re-installs the signal handler
1473 unless this is truly necessary, which fixes a bug that could make it
1474 impossible to catch the EINTR signal robustly. (Fixed by
Nick Coghlan024b2f52014-06-07 23:43:00 +10001475 Charles-Francois Natali; :issue:`8354`.)
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001476
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001477* New functions: in the :mod:`site` module, three new functions
1478 return various site- and user-specific paths.
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001479 :func:`~site.getsitepackages` returns a list containing all
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001480 global site-packages directories,
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001481 :func:`~site.getusersitepackages` returns the path of the user's
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001482 site-packages directory, and
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001483 :func:`~site.getuserbase` returns the value of the :envvar:`USER_BASE`
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001484 environment variable, giving the path to a directory that can be used
1485 to store data.
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001486 (Contributed by Tarek Ziadé; :issue:`6693`.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001487
Benjamin Peterson9895f912010-03-21 22:05:32 +00001488 The :mod:`site` module now reports exceptions occurring
1489 when the :mod:`sitecustomize` module is imported, and will no longer
Florent Xicluna41fe6152010-04-02 18:52:12 +00001490 catch and swallow the :exc:`KeyboardInterrupt` exception. (Fixed by
Benjamin Peterson9895f912010-03-21 22:05:32 +00001491 Victor Stinner; :issue:`3137`.)
1492
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001493* The :func:`~socket.create_connection` function
Benjamin Peterson9895f912010-03-21 22:05:32 +00001494 gained a *source_address* parameter, a ``(host, port)`` 2-tuple
1495 giving the source address that will be used for the connection.
1496 (Contributed by Eldon Ziegler; :issue:`3972`.)
1497
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001498 The :meth:`~socket.socket.recv_into` and :meth:`~socket.socket.recvfrom_into`
1499 methods will now write into objects that support the buffer API, most usefully
Benjamin Peterson9895f912010-03-21 22:05:32 +00001500 the :class:`bytearray` and :class:`memoryview` objects. (Implemented by
1501 Antoine Pitrou; :issue:`8104`.)
Benjamin Petersona28e7022010-01-09 18:53:06 +00001502
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001503* The :mod:`SocketServer` module's :class:`~SocketServer.TCPServer` class now
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001504 supports socket timeouts and disabling the Nagle algorithm.
1505 The :attr:`~SocketServer.TCPServer.disable_nagle_algorithm` class attribute
1506 defaults to False; if overridden to be True,
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001507 new request connections will have the TCP_NODELAY option set to
1508 prevent buffering many small sends into a single TCP packet.
Nick Coghlan024b2f52014-06-07 23:43:00 +10001509 The :attr:`~SocketServer.BaseServer.timeout` class attribute can hold
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001510 a timeout in seconds that will be applied to the request socket; if
Nick Coghlan024b2f52014-06-07 23:43:00 +10001511 no request is received within that time, :meth:`~SocketServer.BaseServer.handle_timeout`
1512 will be called and :meth:`~SocketServer.BaseServer.handle_request` will return.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001513 (Contributed by Kristján Valur Jónsson; :issue:`6192` and :issue:`6267`.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001514
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001515* Updated module: the :mod:`sqlite3` module has been updated to
Georg Brandl5d941342016-02-26 19:37:12 +01001516 version 2.6.0 of the `pysqlite package <https://github.com/ghaering/pysqlite>`__. Version 2.6.0 includes a number of bugfixes, and adds
Benjamin Peterson9895f912010-03-21 22:05:32 +00001517 the ability to load SQLite extensions from shared libraries.
1518 Call the ``enable_load_extension(True)`` method to enable extensions,
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001519 and then call :meth:`~sqlite3.Connection.load_extension` to load a particular shared library.
Benjamin Peterson9895f912010-03-21 22:05:32 +00001520 (Updated by Gerhard Häring.)
1521
Nick Coghlan024b2f52014-06-07 23:43:00 +10001522* The :mod:`ssl` module's :class:`~ssl.SSLSocket` objects now support the
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001523 buffer API, which fixed a test suite failure (fix by Antoine Pitrou;
1524 :issue:`7133`) and automatically set
Georg Brandl60203b42010-10-06 10:11:56 +00001525 OpenSSL's :c:macro:`SSL_MODE_AUTO_RETRY`, which will prevent an error
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001526 code being returned from :meth:`recv` operations that trigger an SSL
1527 renegotiation (fix by Antoine Pitrou; :issue:`8222`).
1528
1529 The :func:`ssl.wrap_socket` constructor function now takes a
1530 *ciphers* argument that's a string listing the encryption algorithms
1531 to be allowed; the format of the string is described
1532 `in the OpenSSL documentation
Serhiy Storchakade886d92016-04-11 17:32:33 +03001533 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER-LIST-FORMAT>`__.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001534 (Added by Antoine Pitrou; :issue:`8322`.)
1535
1536 Another change makes the extension load all of OpenSSL's ciphers and
1537 digest algorithms so that they're all available. Some SSL
1538 certificates couldn't be verified, reporting an "unknown algorithm"
1539 error. (Reported by Beda Kosata, and fixed by Antoine Pitrou;
1540 :issue:`8484`.)
1541
1542 The version of OpenSSL being used is now available as the module
1543 attributes :data:`ssl.OPENSSL_VERSION` (a string),
1544 :data:`ssl.OPENSSL_VERSION_INFO` (a 5-tuple), and
1545 :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer). (Added by Antoine
1546 Pitrou; :issue:`8321`.)
1547
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001548* The :mod:`struct` module will no longer silently ignore overflow
1549 errors when a value is too large for a particular integer format
1550 code (one of ``bBhHiIlLqQ``); it now always raises a
1551 :exc:`struct.error` exception. (Changed by Mark Dickinson;
Ezio Melotti11d22dc2010-04-20 09:55:05 +00001552 :issue:`1523`.) The :func:`~struct.pack` function will also
1553 attempt to use :meth:`__index__` to convert and pack non-integers
1554 before trying the :meth:`__int__` method or reporting an error.
1555 (Changed by Mark Dickinson; :issue:`8300`.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001556
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001557* New function: the :mod:`subprocess` module's
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001558 :func:`~subprocess.check_output` runs a command with a specified set of arguments
Benjamin Petersond23f8222009-04-05 19:13:16 +00001559 and returns the command's output as a string when the command runs without
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001560 error, or raises a :exc:`~subprocess.CalledProcessError` exception otherwise.
Georg Brandl1f01deb2009-01-03 22:47:39 +00001561
1562 ::
1563
1564 >>> subprocess.check_output(['df', '-h', '.'])
1565 'Filesystem Size Used Avail Capacity Mounted on\n
1566 /dev/disk0s2 52G 49G 3.0G 94% /\n'
1567
1568 >>> subprocess.check_output(['df', '-h', '/bogus'])
1569 ...
1570 subprocess.CalledProcessError: Command '['df', '-h', '/bogus']' returned non-zero exit status 1
1571
1572 (Contributed by Gregory P. Smith.)
1573
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001574 The :mod:`subprocess` module will now retry its internal system calls
1575 on receiving an :const:`EINTR` signal. (Reported by several people; final
1576 patch by Gregory P. Smith in :issue:`1068268`.)
1577
Nick Coghlan024b2f52014-06-07 23:43:00 +10001578* New function: :func:`~symtable.Symbol.is_declared_global` in the :mod:`symtable` module
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001579 returns true for variables that are explicitly declared to be global,
1580 false for ones that are implicitly global.
1581 (Contributed by Jeremy Hylton.)
1582
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001583* The :mod:`syslog` module will now use the value of ``sys.argv[0]`` as the
1584 identifier instead of the previous default value of ``'python'``.
1585 (Changed by Sean Reifschneider; :issue:`8451`.)
1586
Benjamin Petersond23f8222009-04-05 19:13:16 +00001587* The ``sys.version_info`` value is now a named tuple, with attributes
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001588 named :attr:`major`, :attr:`minor`, :attr:`micro`,
1589 :attr:`releaselevel`, and :attr:`serial`. (Contributed by Ross
1590 Light; :issue:`4285`.)
Benjamin Petersond23f8222009-04-05 19:13:16 +00001591
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001592 :func:`sys.getwindowsversion` also returns a named tuple,
Ezio Melotti0d85e412010-03-13 00:39:49 +00001593 with attributes named :attr:`major`, :attr:`minor`, :attr:`build`,
1594 :attr:`platform`, :attr:`service_pack`, :attr:`service_pack_major`,
Eric Smithb0869402010-02-03 14:25:10 +00001595 :attr:`service_pack_minor`, :attr:`suite_mask`, and
1596 :attr:`product_type`. (Contributed by Brian Curtin; :issue:`7766`.)
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001597
1598* The :mod:`tarfile` module's default error handling has changed, to
1599 no longer suppress fatal errors. The default error level was previously 0,
1600 which meant that errors would only result in a message being written to the
1601 debug log, but because the debug log is not activated by default,
1602 these errors go unnoticed. The default error level is now 1,
1603 which raises an exception if there's an error.
1604 (Changed by Lars Gustäbel; :issue:`7357`.)
1605
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001606 :mod:`tarfile` now supports filtering the :class:`~tarfile.TarInfo`
1607 objects being added to a tar file. When you call :meth:`~tarfile.TarFile.add`,
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001608 you may supply an optional *filter* argument
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001609 that's a callable. The *filter* callable will be passed the
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001610 :class:`~tarfile.TarInfo` for every file being added, and can modify and return it.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001611 If the callable returns ``None``, the file will be excluded from the
1612 resulting archive. This is more powerful than the existing
1613 *exclude* argument, which has therefore been deprecated.
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001614 (Added by Lars Gustäbel; :issue:`6856`.)
Serhiy Storchaka14867992014-09-10 23:43:41 +03001615 The :class:`~tarfile.TarFile` class also now supports the context management protocol.
Benjamin Peterson9895f912010-03-21 22:05:32 +00001616 (Added by Lars Gustäbel; :issue:`7232`.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001617
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001618* The :meth:`~threading.Event.wait` method of the :class:`threading.Event` class
1619 now returns the internal flag on exit. This means the method will usually
1620 return true because :meth:`~threading.Event.wait` is supposed to block until the
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001621 internal flag becomes true. The return value will only be false if
1622 a timeout was provided and the operation timed out.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001623 (Contributed by Tim Lesher; :issue:`1674032`.)
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001624
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001625* The Unicode database provided by the :mod:`unicodedata` module is
1626 now used internally to determine which characters are numeric,
1627 whitespace, or represent line breaks. The database also
1628 includes information from the :file:`Unihan.txt` data file (patch
1629 by Anders Chrigström and Amaury Forgeot d'Arc; :issue:`1571184`)
1630 and has been updated to version 5.2.0 (updated by
1631 Florent Xicluna; :issue:`8024`).
Ezio Melotti4c5475d2010-03-22 23:16:42 +00001632
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001633* The :mod:`urlparse` module's :func:`~urlparse.urlsplit` now handles
1634 unknown URL schemes in a fashion compliant with :rfc:`3986`: if the
1635 URL is of the form ``"<something>://..."``, the text before the
1636 ``://`` is treated as the scheme, even if it's a made-up scheme that
1637 the module doesn't know about. This change may break code that
1638 worked around the old behaviour. For example, Python 2.6.4 or 2.5
1639 will return the following:
1640
1641 >>> import urlparse
1642 >>> urlparse.urlsplit('invented://host/filename?query')
1643 ('invented', '', '//host/filename?query', '', '')
1644
1645 Python 2.7 (and Python 2.6.5) will return:
1646
1647 >>> import urlparse
1648 >>> urlparse.urlsplit('invented://host/filename?query')
1649 ('invented', 'host', '/filename?query', '', '')
1650
1651 (Python 2.7 actually produces slightly different output, since it
1652 returns a named tuple instead of a standard tuple.)
1653
1654 The :mod:`urlparse` module also supports IPv6 literal addresses as defined by
1655 :rfc:`2732` (contributed by Senthil Kumaran; :issue:`2987`). ::
1656
1657 >>> urlparse.urlparse('http://[1080::8:800:200C:417A]/foo')
1658 ParseResult(scheme='http', netloc='[1080::8:800:200C:417A]',
1659 path='/foo', params='', query='', fragment='')
1660
1661* New class: the :class:`~weakref.WeakSet` class in the :mod:`weakref`
1662 module is a set that only holds weak references to its elements; elements
1663 will be removed once there are no references pointing to them.
1664 (Originally implemented in Python 3.x by Raymond Hettinger, and backported
1665 to 2.7 by Michael Foord.)
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001666
Benjamin Peterson9895f912010-03-21 22:05:32 +00001667* The ElementTree library, :mod:`xml.etree`, no longer escapes
1668 ampersands and angle brackets when outputting an XML processing
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001669 instruction (which looks like ``<?xml-stylesheet href="#style1"?>``)
1670 or comment (which looks like ``<!-- comment -->``).
Benjamin Peterson9895f912010-03-21 22:05:32 +00001671 (Patch by Neil Muller; :issue:`2746`.)
1672
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001673* The XML-RPC client and server, provided by the :mod:`xmlrpclib` and
1674 :mod:`SimpleXMLRPCServer` modules, have improved performance by
1675 supporting HTTP/1.1 keep-alive and by optionally using gzip encoding
1676 to compress the XML being exchanged. The gzip compression is
1677 controlled by the :attr:`encode_threshold` attribute of
1678 :class:`SimpleXMLRPCRequestHandler`, which contains a size in bytes;
1679 responses larger than this will be compressed.
1680 (Contributed by Kristján Valur Jónsson; :issue:`6267`.)
1681
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001682* The :mod:`zipfile` module's :class:`~zipfile.ZipFile` now supports the context
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001683 management protocol, so you can write ``with zipfile.ZipFile(...) as f:``.
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001684 (Contributed by Brian Curtin; :issue:`5511`.)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001685
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001686 :mod:`zipfile` now also supports archiving empty directories and
Benjamin Petersond23f8222009-04-05 19:13:16 +00001687 extracts them correctly. (Fixed by Kuba Wieczorek; :issue:`4710`.)
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001688 Reading files out of an archive is faster, and interleaving
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001689 :meth:`~zipfile.ZipFile.read` and :meth:`~zipfile.ZipFile.readline` now works correctly.
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001690 (Contributed by Nir Aides; :issue:`7610`.)
1691
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001692 The :func:`~zipfile.is_zipfile` function now
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00001693 accepts a file object, in addition to the path names accepted in earlier
1694 versions. (Contributed by Gabriel Genellina; :issue:`4756`.)
Benjamin Petersond23f8222009-04-05 19:13:16 +00001695
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001696 The :meth:`~zipfile.ZipFile.writestr` method now has an optional *compress_type* parameter
Benjamin Peterson9895f912010-03-21 22:05:32 +00001697 that lets you override the default compression method specified in the
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001698 :class:`~zipfile.ZipFile` constructor. (Contributed by Ronald Oussoren;
Benjamin Peterson9895f912010-03-21 22:05:32 +00001699 :issue:`6003`.)
1700
Benjamin Peterson9895f912010-03-21 22:05:32 +00001701
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00001702.. ======================================================================
1703.. whole new modules get described in subsections here
1704
Tarek Ziadéba0eacf2010-02-02 23:43:21 +00001705
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001706.. _importlib-section:
1707
1708New module: importlib
1709------------------------------
1710
1711Python 3.1 includes the :mod:`importlib` package, a re-implementation
1712of the logic underlying Python's :keyword:`import` statement.
1713:mod:`importlib` is useful for implementors of Python interpreters and
1714to users who wish to write new importers that can participate in the
1715import process. Python 2.7 doesn't contain the complete
1716:mod:`importlib` package, but instead has a tiny subset that contains
1717a single function, :func:`~importlib.import_module`.
1718
1719``import_module(name, package=None)`` imports a module. *name* is
1720a string containing the module or package's name. It's possible to do
1721relative imports by providing a string that begins with a ``.``
1722character, such as ``..utils.errors``. For relative imports, the
1723*package* argument must be provided and is the name of the package that
1724will be used as the anchor for
1725the relative import. :func:`~importlib.import_module` both inserts the imported
1726module into ``sys.modules`` and returns the module object.
1727
1728Here are some examples::
1729
1730 >>> from importlib import import_module
1731 >>> anydbm = import_module('anydbm') # Standard absolute import
1732 >>> anydbm
1733 <module 'anydbm' from '/p/python/Lib/anydbm.py'>
1734 >>> # Relative import
1735 >>> file_util = import_module('..file_util', 'distutils.command')
1736 >>> file_util
1737 <module 'distutils.file_util' from '/python/Lib/distutils/file_util.pyc'>
1738
1739:mod:`importlib` was implemented by Brett Cannon and introduced in
1740Python 3.1.
1741
1742
1743New module: sysconfig
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001744---------------------------------
1745
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001746The :mod:`sysconfig` module has been pulled out of the Distutils
1747package, becoming a new top-level module in its own right.
1748:mod:`sysconfig` provides functions for getting information about
1749Python's build process: compiler switches, installation paths, the
1750platform name, and whether Python is running from its source
1751directory.
1752
1753Some of the functions in the module are:
1754
1755* :func:`~sysconfig.get_config_var` returns variables from Python's
1756 Makefile and the :file:`pyconfig.h` file.
1757* :func:`~sysconfig.get_config_vars` returns a dictionary containing
1758 all of the configuration variables.
Nick Coghlan024b2f52014-06-07 23:43:00 +10001759* :func:`~sysconfig.get_path` returns the configured path for
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001760 a particular type of module: the standard library,
1761 site-specific modules, platform-specific modules, etc.
1762* :func:`~sysconfig.is_python_build` returns true if you're running a
1763 binary from a Python source tree, and false otherwise.
1764
1765Consult the :mod:`sysconfig` documentation for more details and for
1766a complete list of functions.
1767
1768The Distutils package and :mod:`sysconfig` are now maintained by Tarek
1769Ziadé, who has also started a Distutils2 package (source repository at
Georg Brandle73778c2014-10-29 08:36:35 +01001770https://hg.python.org/distutils2/) for developing a next-generation
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001771version of Distutils.
1772
1773
1774ttk: Themed Widgets for Tk
1775--------------------------
1776
1777Tcl/Tk 8.5 includes a set of themed widgets that re-implement basic Tk
1778widgets but have a more customizable appearance and can therefore more
1779closely resemble the native platform's widgets. This widget
1780set was originally called Tile, but was renamed to Ttk (for "themed Tk")
1781on being added to Tcl/Tck release 8.5.
1782
1783To learn more, read the :mod:`ttk` module documentation. You may also
1784wish to read the Tcl/Tk manual page describing the
1785Ttk theme engine, available at
1786http://www.tcl.tk/man/tcl8.5/TkCmd/ttk_intro.htm. Some
1787screenshots of the Python/Ttk code in use are at
1788http://code.google.com/p/python-ttk/wiki/Screenshots.
1789
1790The :mod:`ttk` module was written by Guilherme Polo and added in
1791:issue:`2983`. An alternate version called ``Tile.py``, written by
1792Martin Franklin and maintained by Kevin Walzer, was proposed for
1793inclusion in :issue:`2618`, but the authors argued that Guilherme
1794Polo's work was more comprehensive.
1795
1796
1797.. _unittest-section:
1798
1799Updated module: unittest
1800---------------------------------
1801
1802The :mod:`unittest` module was greatly enhanced; many
1803new features were added. Most of these features were implemented
1804by Michael Foord, unless otherwise noted. The enhanced version of
1805the module is downloadable separately for use with Python versions 2.4 to 2.6,
1806packaged as the :mod:`unittest2` package, from
Georg Brandle73778c2014-10-29 08:36:35 +01001807https://pypi.python.org/pypi/unittest2.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001808
1809When used from the command line, the module can automatically discover
1810tests. It's not as fancy as `py.test <http://pytest.org>`__ or
1811`nose <http://code.google.com/p/python-nose/>`__, but provides a simple way
1812to run tests kept within a set of package directories. For example,
1813the following command will search the :file:`test/` subdirectory for
1814any importable test files named ``test*.py``::
1815
1816 python -m unittest discover -s test
1817
1818Consult the :mod:`unittest` module documentation for more details.
1819(Developed in :issue:`6001`.)
1820
Nick Coghlan024b2f52014-06-07 23:43:00 +10001821The :func:`~unittest.main` function supports some other new options:
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001822
Martin Panter00ccacc2016-04-16 04:59:38 +00001823* :option:`-b <unittest -b>` or :option:`--buffer` will buffer the standard output
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001824 and standard error streams during each test. If the test passes,
1825 any resulting output will be discarded; on failure, the buffered
1826 output will be displayed.
1827
Martin Panter00ccacc2016-04-16 04:59:38 +00001828* :option:`-c <unittest -c>` or :option:`--catch` will cause the control-C interrupt
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001829 to be handled more gracefully. Instead of interrupting the test
1830 process immediately, the currently running test will be completed
1831 and then the partial results up to the interruption will be reported.
1832 If you're impatient, a second press of control-C will cause an immediate
1833 interruption.
1834
1835 This control-C handler tries to avoid causing problems when the code
1836 being tested or the tests being run have defined a signal handler of
1837 their own, by noticing that a signal handler was already set and
1838 calling it. If this doesn't work for you, there's a
Nick Coghlan024b2f52014-06-07 23:43:00 +10001839 :func:`~unittest.removeHandler` decorator that can be used to mark tests that
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001840 should have the control-C handling disabled.
1841
Martin Panter00ccacc2016-04-16 04:59:38 +00001842* :option:`-f <unittest -f>` or :option:`--failfast` makes
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001843 test execution stop immediately when a test fails instead of
1844 continuing to execute further tests. (Suggested by Cliff Dyer and
1845 implemented by Michael Foord; :issue:`8074`.)
1846
1847The progress messages now show 'x' for expected failures
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001848and 'u' for unexpected successes when run in verbose mode.
1849(Contributed by Benjamin Peterson.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001850
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001851Test cases can raise the :exc:`~unittest.SkipTest` exception to skip a
1852test (:issue:`1034053`).
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001853
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001854The error messages for :meth:`~unittest.TestCase.assertEqual`,
1855:meth:`~unittest.TestCase.assertTrue`, and :meth:`~unittest.TestCase.assertFalse`
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001856failures now provide more information. If you set the
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001857:attr:`~unittest.TestCase.longMessage` attribute of your :class:`~unittest.TestCase` classes to
1858True, both the standard error message and any additional message you
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001859provide will be printed for failures. (Added by Michael Foord; :issue:`5663`.)
1860
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001861The :meth:`~unittest.TestCase.assertRaises` method now
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001862returns a context handler when called without providing a callable
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001863object to run. For example, you can write this::
1864
1865 with self.assertRaises(KeyError):
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001866 {}['foo']
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001867
1868(Implemented by Antoine Pitrou; :issue:`4444`.)
1869
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001870.. rev 78774
1871
1872Module- and class-level setup and teardown fixtures are now supported.
1873Modules can contain :func:`~unittest.setUpModule` and :func:`~unittest.tearDownModule`
1874functions. Classes can have :meth:`~unittest.TestCase.setUpClass` and
1875:meth:`~unittest.TestCase.tearDownClass` methods that must be defined as class methods
1876(using ``@classmethod`` or equivalent). These functions and
1877methods are invoked when the test runner switches to a test case in a
1878different module or class.
1879
1880The methods :meth:`~unittest.TestCase.addCleanup` and
1881:meth:`~unittest.TestCase.doCleanups` were added.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001882:meth:`~unittest.TestCase.addCleanup` lets you add cleanup functions that
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001883will be called unconditionally (after :meth:`~unittest.TestCase.setUp` if
1884:meth:`~unittest.TestCase.setUp` fails, otherwise after :meth:`~unittest.TestCase.tearDown`). This allows
1885for much simpler resource allocation and deallocation during tests
1886(:issue:`5679`).
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001887
1888A number of new methods were added that provide more specialized
1889tests. Many of these methods were written by Google engineers
1890for use in their test suites; Gregory P. Smith, Michael Foord, and
1891GvR worked on merging them into Python's version of :mod:`unittest`.
1892
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001893* :meth:`~unittest.TestCase.assertIsNone` and :meth:`~unittest.TestCase.assertIsNotNone` take one
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001894 expression and verify that the result is or is not ``None``.
1895
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001896* :meth:`~unittest.TestCase.assertIs` and :meth:`~unittest.TestCase.assertIsNot`
1897 take two values and check whether the two values evaluate to the same object or not.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001898 (Added by Michael Foord; :issue:`2578`.)
1899
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001900* :meth:`~unittest.TestCase.assertIsInstance` and
1901 :meth:`~unittest.TestCase.assertNotIsInstance` check whether
Benjamin Petersona28e7022010-01-09 18:53:06 +00001902 the resulting object is an instance of a particular class, or of
1903 one of a tuple of classes. (Added by Georg Brandl; :issue:`7031`.)
1904
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001905* :meth:`~unittest.TestCase.assertGreater`, :meth:`~unittest.TestCase.assertGreaterEqual`,
1906 :meth:`~unittest.TestCase.assertLess`, and :meth:`~unittest.TestCase.assertLessEqual` compare
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001907 two quantities.
1908
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001909* :meth:`~unittest.TestCase.assertMultiLineEqual` compares two strings, and if they're
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001910 not equal, displays a helpful comparison that highlights the
Benjamin Peterson9895f912010-03-21 22:05:32 +00001911 differences in the two strings. This comparison is now used by
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001912 default when Unicode strings are compared with :meth:`~unittest.TestCase.assertEqual`.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001913
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001914* :meth:`~unittest.TestCase.assertRegexpMatches` and
1915 :meth:`~unittest.TestCase.assertNotRegexpMatches` checks whether the
1916 first argument is a string matching or not matching the regular
1917 expression provided as the second argument (:issue:`8038`).
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001918
1919* :meth:`~unittest.TestCase.assertRaisesRegexp` checks whether a particular exception
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001920 is raised, and then also checks that the string representation of
1921 the exception matches the provided regular expression.
1922
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001923* :meth:`~unittest.TestCase.assertIn` and :meth:`~unittest.TestCase.assertNotIn`
1924 tests whether *first* is or is not in *second*.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001925
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001926* :meth:`~unittest.TestCase.assertItemsEqual` tests whether two provided sequences
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001927 contain the same elements.
1928
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001929* :meth:`~unittest.TestCase.assertSetEqual` compares whether two sets are equal, and
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001930 only reports the differences between the sets in case of error.
1931
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001932* Similarly, :meth:`~unittest.TestCase.assertListEqual` and :meth:`~unittest.TestCase.assertTupleEqual`
Benjamin Peterson9895f912010-03-21 22:05:32 +00001933 compare the specified types and explain any differences without necessarily
1934 printing their full values; these methods are now used by default
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001935 when comparing lists and tuples using :meth:`~unittest.TestCase.assertEqual`.
1936 More generally, :meth:`~unittest.TestCase.assertSequenceEqual` compares two sequences
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001937 and can optionally check whether both sequences are of a
1938 particular type.
1939
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001940* :meth:`~unittest.TestCase.assertDictEqual` compares two dictionaries and reports the
Benjamin Peterson9895f912010-03-21 22:05:32 +00001941 differences; it's now used by default when you compare two dictionaries
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001942 using :meth:`~unittest.TestCase.assertEqual`. :meth:`~unittest.TestCase.assertDictContainsSubset` checks whether
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001943 all of the key/value pairs in *first* are found in *second*.
1944
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001945* :meth:`~unittest.TestCase.assertAlmostEqual` and :meth:`~unittest.TestCase.assertNotAlmostEqual` test
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001946 whether *first* and *second* are approximately equal. This method
1947 can either round their difference to an optionally-specified number
1948 of *places* (the default is 7) and compare it to zero, or require
1949 the difference to be smaller than a supplied *delta* value.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001950
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001951* :meth:`~unittest.TestLoader.loadTestsFromName` properly honors the
1952 :attr:`~unittest.TestLoader.suiteClass` attribute of
1953 the :class:`~unittest.TestLoader`. (Fixed by Mark Roddy; :issue:`6866`.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001954
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001955* A new hook lets you extend the :meth:`~unittest.TestCase.assertEqual` method to handle
1956 new data types. The :meth:`~unittest.TestCase.addTypeEqualityFunc` method takes a type
1957 object and a function. The function will be used when both of the
1958 objects being compared are of the specified type. This function
1959 should compare the two objects and raise an exception if they don't
1960 match; it's a good idea for the function to provide additional
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001961 information about why the two objects aren't matching, much as the new
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001962 sequence comparison methods do.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001963
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001964:func:`unittest.main` now takes an optional ``exit`` argument. If
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001965False, :func:`~unittest.main` doesn't call :func:`sys.exit`, allowing
Nick Coghlan024b2f52014-06-07 23:43:00 +10001966:func:`~unittest.main` to be used from the interactive interpreter.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001967(Contributed by J. Pablo Fernández; :issue:`3379`.)
Ezio Melotti6c96ffe2010-04-07 04:27:14 +00001968
1969:class:`~unittest.TestResult` has new :meth:`~unittest.TestResult.startTestRun` and
1970:meth:`~unittest.TestResult.stopTestRun` methods that are called immediately before
1971and after a test run. (Contributed by Robert Collins; :issue:`5728`.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001972
1973With all these changes, the :file:`unittest.py` was becoming awkwardly
1974large, so the module was turned into a package and the code split into
1975several files (by Benjamin Peterson). This doesn't affect how the
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001976module is imported or used.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001977
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001978.. seealso::
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001979
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001980 http://www.voidspace.org.uk/python/articles/unittest2.shtml
1981 Describes the new features, how to use them, and the
1982 rationale for various design decisions. (By Michael Foord.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00001983
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001984.. _elementtree-section:
Benjamin Petersond23f8222009-04-05 19:13:16 +00001985
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001986Updated module: ElementTree 1.3
1987---------------------------------
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001988
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001989The version of the ElementTree library included with Python was updated to
1990version 1.3. Some of the new features are:
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001991
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001992* The various parsing functions now take a *parser* keyword argument
Ezio Melotti4e158282011-10-10 00:30:14 +03001993 giving an :class:`~xml.etree.ElementTree.XMLParser` instance that will
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001994 be used. This makes it possible to override the file's internal encoding::
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001995
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001996 p = ET.XMLParser(encoding='utf-8')
1997 t = ET.XML("""<root/>""", parser=p)
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00001998
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00001999 Errors in parsing XML now raise a :exc:`ParseError` exception, whose
2000 instances have a :attr:`position` attribute
2001 containing a (*line*, *column*) tuple giving the location of the problem.
Benjamin Petersonf47ed4a2009-04-11 20:45:40 +00002002
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002003* ElementTree's code for converting trees to a string has been
2004 significantly reworked, making it roughly twice as fast in many
Ezio Melotti4e158282011-10-10 00:30:14 +03002005 cases. The :meth:`ElementTree.write() <xml.etree.ElementTree.ElementTree.write>`
2006 and :meth:`Element.write` methods now have a *method* parameter that can be
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002007 "xml" (the default), "html", or "text". HTML mode will output empty
2008 elements as ``<empty></empty>`` instead of ``<empty/>``, and text
2009 mode will skip over elements and only output the text chunks. If
2010 you set the :attr:`tag` attribute of an element to ``None`` but
2011 leave its children in place, the element will be omitted when the
2012 tree is written out, so you don't need to do more extensive rearrangement
2013 to remove a single element.
Benjamin Petersond23f8222009-04-05 19:13:16 +00002014
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002015 Namespace handling has also been improved. All ``xmlns:<whatever>``
2016 declarations are now output on the root element, not scattered throughout
2017 the resulting XML. You can set the default namespace for a tree
2018 by setting the :attr:`default_namespace` attribute and can
Ezio Melotti4e158282011-10-10 00:30:14 +03002019 register new prefixes with :meth:`~xml.etree.ElementTree.register_namespace`. In XML mode,
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002020 you can use the true/false *xml_declaration* parameter to suppress the
2021 XML declaration.
Benjamin Peterson5c6d7872009-02-06 02:40:07 +00002022
Ezio Melotti4e158282011-10-10 00:30:14 +03002023* New :class:`~xml.etree.ElementTree.Element` method:
2024 :meth:`~xml.etree.ElementTree.Element.extend` appends the items from a
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002025 sequence to the element's children. Elements themselves behave like
2026 sequences, so it's easy to move children from one element to
2027 another::
Benjamin Peterson5c6d7872009-02-06 02:40:07 +00002028
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002029 from xml.etree import ElementTree as ET
Benjamin Peterson5c6d7872009-02-06 02:40:07 +00002030
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002031 t = ET.XML("""<list>
2032 <item>1</item> <item>2</item> <item>3</item>
2033 </list>""")
2034 new = ET.XML('<root/>')
2035 new.extend(t)
Benjamin Peterson5c6d7872009-02-06 02:40:07 +00002036
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002037 # Outputs <root><item>1</item>...</root>
2038 print ET.tostring(new)
Georg Brandl4d131ee2009-11-18 18:53:14 +00002039
Ezio Melotti4e158282011-10-10 00:30:14 +03002040* New :class:`Element` method:
2041 :meth:`~xml.etree.ElementTree.Element.iter` yields the children of the
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002042 element as a generator. It's also possible to write ``for child in
2043 elem:`` to loop over an element's children. The existing method
2044 :meth:`getiterator` is now deprecated, as is :meth:`getchildren`
2045 which constructs and returns a list of children.
Georg Brandl4d131ee2009-11-18 18:53:14 +00002046
Ezio Melotti4e158282011-10-10 00:30:14 +03002047* New :class:`Element` method:
2048 :meth:`~xml.etree.ElementTree.Element.itertext` yields all chunks of
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002049 text that are descendants of the element. For example::
2050
2051 t = ET.XML("""<list>
2052 <item>1</item> <item>2</item> <item>3</item>
2053 </list>""")
2054
2055 # Outputs ['\n ', '1', ' ', '2', ' ', '3', '\n']
2056 print list(t.itertext())
2057
2058* Deprecated: using an element as a Boolean (i.e., ``if elem:``) would
2059 return true if the element had any children, or false if there were
2060 no children. This behaviour is confusing -- ``None`` is false, but
2061 so is a childless element? -- so it will now trigger a
2062 :exc:`FutureWarning`. In your code, you should be explicit: write
2063 ``len(elem) != 0`` if you're interested in the number of children,
2064 or ``elem is not None``.
2065
2066Fredrik Lundh develops ElementTree and produced the 1.3 version;
2067you can read his article describing 1.3 at
2068http://effbot.org/zone/elementtree-13-intro.htm.
2069Florent Xicluna updated the version included with
2070Python, after discussions on python-dev and in :issue:`6472`.)
Georg Brandl4d131ee2009-11-18 18:53:14 +00002071
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002072.. ======================================================================
2073
2074
2075Build and C API Changes
2076=======================
2077
2078Changes to Python's build process and to the C API include:
2079
Ezio Melotti11d22dc2010-04-20 09:55:05 +00002080* The latest release of the GNU Debugger, GDB 7, can be `scripted
2081 using Python
2082 <http://sourceware.org/gdb/current/onlinedocs/gdb/Python.html>`__.
2083 When you begin debugging an executable program P, GDB will look for
2084 a file named ``P-gdb.py`` and automatically read it. Dave Malcolm
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002085 contributed a :file:`python-gdb.py` that adds a number of
2086 commands useful when debugging Python itself. For example,
2087 ``py-up`` and ``py-down`` go up or down one Python stack frame,
Ezio Melotti11d22dc2010-04-20 09:55:05 +00002088 which usually corresponds to several C stack frames. ``py-print``
2089 prints the value of a Python variable, and ``py-bt`` prints the
2090 Python stack trace. (Added as a result of :issue:`8032`.)
2091
Georg Brandl1f01deb2009-01-03 22:47:39 +00002092* If you use the :file:`.gdbinit` file provided with Python,
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002093 the "pyo" macro in the 2.7 version now works correctly when the thread being
2094 debugged doesn't hold the GIL; the macro now acquires it before printing.
Benjamin Peterson1010bf32009-01-30 04:00:29 +00002095 (Contributed by Victor Stinner; :issue:`3632`.)
2096
Georg Brandl60203b42010-10-06 10:11:56 +00002097* :c:func:`Py_AddPendingCall` is now thread-safe, letting any
Benjamin Peterson1010bf32009-01-30 04:00:29 +00002098 worker thread submit notifications to the main Python thread. This
2099 is particularly useful for asynchronous IO operations.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002100 (Contributed by Kristján Valur Jónsson; :issue:`4293`.)
Benjamin Peterson1010bf32009-01-30 04:00:29 +00002101
Georg Brandl60203b42010-10-06 10:11:56 +00002102* New function: :c:func:`PyCode_NewEmpty` creates an empty code object;
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002103 only the filename, function name, and first line number are required.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002104 This is useful for extension modules that are attempting to
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002105 construct a more useful traceback stack. Previously such
Georg Brandl60203b42010-10-06 10:11:56 +00002106 extensions needed to call :c:func:`PyCode_New`, which had many
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002107 more arguments. (Added by Jeffrey Yasskin.)
2108
Georg Brandl60203b42010-10-06 10:11:56 +00002109* New function: :c:func:`PyErr_NewExceptionWithDoc` creates a new
2110 exception class, just as the existing :c:func:`PyErr_NewException` does,
Benjamin Peterson9eea4802009-12-31 03:31:15 +00002111 but takes an extra ``char *`` argument containing the docstring for the
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002112 new exception class. (Added by 'lekma' on the Python bug tracker;
Benjamin Peterson9eea4802009-12-31 03:31:15 +00002113 :issue:`7033`.)
2114
Georg Brandl60203b42010-10-06 10:11:56 +00002115* New function: :c:func:`PyFrame_GetLineNumber` takes a frame object
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002116 and returns the line number that the frame is currently executing.
2117 Previously code would need to get the index of the bytecode
2118 instruction currently executing, and then look up the line number
2119 corresponding to that address. (Added by Jeffrey Yasskin.)
2120
Georg Brandl60203b42010-10-06 10:11:56 +00002121* New functions: :c:func:`PyLong_AsLongAndOverflow` and
2122 :c:func:`PyLong_AsLongLongAndOverflow` approximates a Python long
2123 integer as a C :c:type:`long` or :c:type:`long long`.
Benjamin Petersond69fe2a2010-02-03 02:59:43 +00002124 If the number is too large to fit into
2125 the output type, an *overflow* flag is set and returned to the caller.
2126 (Contributed by Case Van Horsen; :issue:`7528` and :issue:`7767`.)
Benjamin Peterson9eea4802009-12-31 03:31:15 +00002127
Benjamin Petersona28e7022010-01-09 18:53:06 +00002128* New function: stemming from the rewrite of string-to-float conversion,
Georg Brandl60203b42010-10-06 10:11:56 +00002129 a new :c:func:`PyOS_string_to_double` function was added. The old
2130 :c:func:`PyOS_ascii_strtod` and :c:func:`PyOS_ascii_atof` functions
Benjamin Petersona28e7022010-01-09 18:53:06 +00002131 are now deprecated.
2132
Georg Brandl60203b42010-10-06 10:11:56 +00002133* New function: :c:func:`PySys_SetArgvEx` sets the value of
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002134 ``sys.argv`` and can optionally update ``sys.path`` to include the
2135 directory containing the script named by ``sys.argv[0]`` depending
2136 on the value of an *updatepath* parameter.
2137
2138 This function was added to close a security hole for applications
Georg Brandl60203b42010-10-06 10:11:56 +00002139 that embed Python. The old function, :c:func:`PySys_SetArgv`, would
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002140 always update ``sys.path``, and sometimes it would add the current
2141 directory. This meant that, if you ran an application embedding
2142 Python in a directory controlled by someone else, attackers could
2143 put a Trojan-horse module in the directory (say, a file named
2144 :file:`os.py`) that your application would then import and run.
2145
2146 If you maintain a C/C++ application that embeds Python, check
Georg Brandl60203b42010-10-06 10:11:56 +00002147 whether you're calling :c:func:`PySys_SetArgv` and carefully consider
2148 whether the application should be using :c:func:`PySys_SetArgvEx`
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002149 with *updatepath* set to false.
2150
2151 Security issue reported as `CVE-2008-5983
2152 <http://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2008-5983>`_;
2153 discussed in :issue:`5753`, and fixed by Antoine Pitrou.
2154
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002155* New macros: the Python header files now define the following macros:
Georg Brandl60203b42010-10-06 10:11:56 +00002156 :c:macro:`Py_ISALNUM`,
2157 :c:macro:`Py_ISALPHA`,
2158 :c:macro:`Py_ISDIGIT`,
2159 :c:macro:`Py_ISLOWER`,
2160 :c:macro:`Py_ISSPACE`,
2161 :c:macro:`Py_ISUPPER`,
2162 :c:macro:`Py_ISXDIGIT`,
Nick Coghlan024b2f52014-06-07 23:43:00 +10002163 :c:macro:`Py_TOLOWER`, and :c:macro:`Py_TOUPPER`.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002164 All of these functions are analogous to the C
2165 standard macros for classifying characters, but ignore the current
2166 locale setting, because in
2167 several places Python needs to analyze characters in a
2168 locale-independent way. (Added by Eric Smith;
2169 :issue:`5793`.)
2170
2171 .. XXX these macros don't seem to be described in the c-api docs.
2172
Georg Brandl60203b42010-10-06 10:11:56 +00002173* Removed function: :c:macro:`PyEval_CallObject` is now only available
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002174 as a macro. A function version was being kept around to preserve
2175 ABI linking compatibility, but that was in 1997; it can certainly be
2176 deleted by now. (Removed by Antoine Pitrou; :issue:`8276`.)
2177
Georg Brandl60203b42010-10-06 10:11:56 +00002178* New format codes: the :c:func:`PyFormat_FromString`,
2179 :c:func:`PyFormat_FromStringV`, and :c:func:`PyErr_Format` functions now
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002180 accept ``%lld`` and ``%llu`` format codes for displaying
Georg Brandl60203b42010-10-06 10:11:56 +00002181 C's :c:type:`long long` types.
Benjamin Peterson9eea4802009-12-31 03:31:15 +00002182 (Contributed by Mark Dickinson; :issue:`7228`.)
2183
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002184* The complicated interaction between threads and process forking has
2185 been changed. Previously, the child process created by
2186 :func:`os.fork` might fail because the child is created with only a
2187 single thread running, the thread performing the :func:`os.fork`.
2188 If other threads were holding a lock, such as Python's import lock,
2189 when the fork was performed, the lock would still be marked as
2190 "held" in the new process. But in the child process nothing would
2191 ever release the lock, since the other threads weren't replicated,
2192 and the child process would no longer be able to perform imports.
2193
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002194 Python 2.7 acquires the import lock before performing an
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002195 :func:`os.fork`, and will also clean up any locks created using the
2196 :mod:`threading` module. C extension modules that have internal
Georg Brandl60203b42010-10-06 10:11:56 +00002197 locks, or that call :c:func:`fork()` themselves, will not benefit
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002198 from this clean-up.
2199
2200 (Fixed by Thomas Wouters; :issue:`1590864`.)
2201
Georg Brandl60203b42010-10-06 10:11:56 +00002202* The :c:func:`Py_Finalize` function now calls the internal
Benjamin Petersona28e7022010-01-09 18:53:06 +00002203 :func:`threading._shutdown` function; this prevents some exceptions from
2204 being raised when an interpreter shuts down.
2205 (Patch by Adam Olsen; :issue:`1722344`.)
2206
Georg Brandl60203b42010-10-06 10:11:56 +00002207* When using the :c:type:`PyMemberDef` structure to define attributes
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002208 of a type, Python will no longer let you try to delete or set a
2209 :const:`T_STRING_INPLACE` attribute.
2210
2211 .. rev 79644
2212
Benjamin Peterson25c95f12009-05-08 20:42:26 +00002213* Global symbols defined by the :mod:`ctypes` module are now prefixed
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002214 with ``Py``, or with ``_ctypes``. (Implemented by Thomas
Benjamin Peterson25c95f12009-05-08 20:42:26 +00002215 Heller; :issue:`3102`.)
2216
Benjamin Petersona28e7022010-01-09 18:53:06 +00002217* New configure option: the :option:`--with-system-expat` switch allows
2218 building the :mod:`pyexpat` module to use the system Expat library.
2219 (Contributed by Arfrever Frehtes Taifersar Arahesis; :issue:`7609`.)
2220
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002221* New configure option: the
Benjamin Petersona28e7022010-01-09 18:53:06 +00002222 :option:`--with-valgrind` option will now disable the pymalloc
Ezio Melotti11d22dc2010-04-20 09:55:05 +00002223 allocator, which is difficult for the Valgrind memory-error detector
2224 to analyze correctly.
Benjamin Petersona28e7022010-01-09 18:53:06 +00002225 Valgrind will therefore be better at detecting memory leaks and
2226 overruns. (Contributed by James Henstridge; :issue:`2422`.)
2227
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002228* New configure option: you can now supply an empty string to
2229 :option:`--with-dbmliborder=` in order to disable all of the various
Benjamin Petersona28e7022010-01-09 18:53:06 +00002230 DBM modules. (Added by Arfrever Frehtes Taifersar Arahesis;
2231 :issue:`6491`.)
2232
Benjamin Petersond23f8222009-04-05 19:13:16 +00002233* The :program:`configure` script now checks for floating-point rounding bugs
Georg Brandl60203b42010-10-06 10:11:56 +00002234 on certain 32-bit Intel chips and defines a :c:macro:`X87_DOUBLE_ROUNDING`
Benjamin Petersond23f8222009-04-05 19:13:16 +00002235 preprocessor definition. No code currently uses this definition,
2236 but it's available if anyone wishes to use it.
2237 (Added by Mark Dickinson; :issue:`2937`.)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002238
Ezio Melotti11d22dc2010-04-20 09:55:05 +00002239 :program:`configure` also now sets a :envvar:`LDCXXSHARED` Makefile
2240 variable for supporting C++ linking. (Contributed by Arfrever
2241 Frehtes Taifersar Arahesis; :issue:`1222585`.)
2242
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002243* The build process now creates the necessary files for pkg-config
2244 support. (Contributed by Clinton Roy; :issue:`3585`.)
2245
2246* The build process now supports Subversion 1.7. (Contributed by
2247 Arfrever Frehtes Taifersar Arahesis; :issue:`6094`.)
2248
Benjamin Peterson9eea4802009-12-31 03:31:15 +00002249
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002250.. _whatsnew27-capsules:
2251
2252Capsules
2253-------------------
2254
Georg Brandl60203b42010-10-06 10:11:56 +00002255Python 3.1 adds a new C datatype, :c:type:`PyCapsule`, for providing a
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002256C API to an extension module. A capsule is essentially the holder of
2257a C ``void *`` pointer, and is made available as a module attribute; for
2258example, the :mod:`socket` module's API is exposed as ``socket.CAPI``,
2259and :mod:`unicodedata` exposes ``ucnhash_CAPI``. Other extensions
2260can import the module, access its dictionary to get the capsule
2261object, and then get the ``void *`` pointer, which will usually point
2262to an array of pointers to the module's various API functions.
2263
2264There is an existing data type already used for this,
Georg Brandl60203b42010-10-06 10:11:56 +00002265:c:type:`PyCObject`, but it doesn't provide type safety. Evil code
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002266written in pure Python could cause a segmentation fault by taking a
Georg Brandl60203b42010-10-06 10:11:56 +00002267:c:type:`PyCObject` from module A and somehow substituting it for the
2268:c:type:`PyCObject` in module B. Capsules know their own name,
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002269and getting the pointer requires providing the name::
2270
2271 void *vtable;
2272
2273 if (!PyCapsule_IsValid(capsule, "mymodule.CAPI") {
2274 PyErr_SetString(PyExc_ValueError, "argument type invalid");
2275 return NULL;
2276 }
2277
2278 vtable = PyCapsule_GetPointer(capsule, "mymodule.CAPI");
2279
2280You are assured that ``vtable`` points to whatever you're expecting.
Georg Brandl60203b42010-10-06 10:11:56 +00002281If a different capsule was passed in, :c:func:`PyCapsule_IsValid` would
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002282detect the mismatched name and return false. Refer to
2283:ref:`using-capsules` for more information on using these objects.
2284
2285Python 2.7 now uses capsules internally to provide various
Georg Brandl60203b42010-10-06 10:11:56 +00002286extension-module APIs, but the :c:func:`PyCObject_AsVoidPtr` was
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002287modified to handle capsules, preserving compile-time compatibility
Georg Brandl60203b42010-10-06 10:11:56 +00002288with the :c:type:`CObject` interface. Use of
2289:c:func:`PyCObject_AsVoidPtr` will signal a
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002290:exc:`PendingDeprecationWarning`, which is silent by default.
2291
2292Implemented in Python 3.1 and backported to 2.7 by Larry Hastings;
2293discussed in :issue:`5630`.
2294
2295
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002296.. ======================================================================
2297
2298Port-Specific Changes: Windows
2299-----------------------------------
2300
Georg Brandl1f01deb2009-01-03 22:47:39 +00002301* The :mod:`msvcrt` module now contains some constants from
2302 the :file:`crtassem.h` header file:
2303 :data:`CRT_ASSEMBLY_VERSION`,
2304 :data:`VC_ASSEMBLY_PUBLICKEYTOKEN`,
2305 and :data:`LIBRARIES_ASSEMBLY_NAME_PREFIX`.
Benjamin Peterson1010bf32009-01-30 04:00:29 +00002306 (Contributed by David Cournapeau; :issue:`4365`.)
2307
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002308* The :mod:`_winreg` module for accessing the registry now implements
Nick Coghlan024b2f52014-06-07 23:43:00 +10002309 the :func:`~_winreg.CreateKeyEx` and :func:`~_winreg.DeleteKeyEx`
2310 functions, extended versions of previously-supported functions that
2311 take several extra arguments. The :func:`~_winreg.DisableReflectionKey`,
2312 :func:`~_winreg.EnableReflectionKey`, and :func:`~_winreg.QueryReflectionKey`
2313 were also tested and documented.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002314 (Implemented by Brian Curtin: :issue:`7347`.)
2315
Georg Brandl60203b42010-10-06 10:11:56 +00002316* The new :c:func:`_beginthreadex` API is used to start threads, and
Benjamin Peterson1010bf32009-01-30 04:00:29 +00002317 the native thread-local storage functions are now used.
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002318 (Contributed by Kristján Valur Jónsson; :issue:`3582`.)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002319
Ezio Melotti11d22dc2010-04-20 09:55:05 +00002320* The :func:`os.kill` function now works on Windows. The signal value
2321 can be the constants :const:`CTRL_C_EVENT`,
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002322 :const:`CTRL_BREAK_EVENT`, or any integer. The first two constants
Serhiy Storchaka0424eaf2015-09-12 17:45:25 +03002323 will send :kbd:`Control-C` and :kbd:`Control-Break` keystroke events to
Georg Brandl60203b42010-10-06 10:11:56 +00002324 subprocesses; any other value will use the :c:func:`TerminateProcess`
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002325 API. (Contributed by Miki Tebeka; :issue:`1220212`.)
Ezio Melotti11d22dc2010-04-20 09:55:05 +00002326
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002327* The :func:`os.listdir` function now correctly fails
2328 for an empty path. (Fixed by Hirokazu Yamamoto; :issue:`5913`.)
2329
Benjamin Peterson9eea4802009-12-31 03:31:15 +00002330* The :mod:`mimelib` module will now read the MIME database from
2331 the Windows registry when initializing.
2332 (Patch by Gabriel Genellina; :issue:`4969`.)
2333
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002334.. ======================================================================
2335
2336Port-Specific Changes: Mac OS X
2337-----------------------------------
2338
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002339* The path ``/Library/Python/2.7/site-packages`` is now appended to
Benjamin Petersond23f8222009-04-05 19:13:16 +00002340 ``sys.path``, in order to share added packages between the system
2341 installation and a user-installed copy of the same version.
2342 (Changed by Ronald Oussoren; :issue:`4865`.)
2343
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002344Port-Specific Changes: FreeBSD
2345-----------------------------------
2346
2347* FreeBSD 7.1's :const:`SO_SETFIB` constant, used with
2348 :func:`~socket.getsockopt`/:func:`~socket.setsockopt` to select an
2349 alternate routing table, is now available in the :mod:`socket`
2350 module. (Added by Kyle VanderBeek; :issue:`8235`.)
Benjamin Petersond23f8222009-04-05 19:13:16 +00002351
2352Other Changes and Fixes
2353=======================
2354
Benjamin Peterson9895f912010-03-21 22:05:32 +00002355* Two benchmark scripts, :file:`iobench` and :file:`ccbench`, were
2356 added to the :file:`Tools` directory. :file:`iobench` measures the
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002357 speed of the built-in file I/O objects returned by :func:`open`
Benjamin Peterson9895f912010-03-21 22:05:32 +00002358 while performing various operations, and :file:`ccbench` is a
2359 concurrency benchmark that tries to measure computing throughput,
2360 thread switching latency, and IO processing bandwidth when
2361 performing several tasks using a varying number of threads.
2362
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002363* The :file:`Tools/i18n/msgfmt.py` script now understands plural
2364 forms in :file:`.po` files. (Fixed by Martin von Löwis;
2365 :issue:`5464`.)
2366
Benjamin Petersond23f8222009-04-05 19:13:16 +00002367* When importing a module from a :file:`.pyc` or :file:`.pyo` file
2368 with an existing :file:`.py` counterpart, the :attr:`co_filename`
Benjamin Peterson25c95f12009-05-08 20:42:26 +00002369 attributes of the resulting code objects are overwritten when the
2370 original filename is obsolete. This can happen if the file has been
2371 renamed, moved, or is accessed through different paths. (Patch by
Nick Coghlan024b2f52014-06-07 23:43:00 +10002372 Ziga Seilnacht and Jean-Paul Calderone; :issue:`1180193`.)
Benjamin Petersond23f8222009-04-05 19:13:16 +00002373
2374* The :file:`regrtest.py` script now takes a :option:`--randseed=`
2375 switch that takes an integer that will be used as the random seed
2376 for the :option:`-r` option that executes tests in random order.
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002377 The :option:`-r` option also reports the seed that was used
Benjamin Petersond23f8222009-04-05 19:13:16 +00002378 (Added by Collin Winter.)
2379
Benjamin Petersona28e7022010-01-09 18:53:06 +00002380* Another :file:`regrtest.py` switch is :option:`-j`, which
2381 takes an integer specifying how many tests run in parallel. This
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002382 allows reducing the total runtime on multi-core machines.
Antoine Pitrou88909542009-06-29 13:54:42 +00002383 This option is compatible with several other options, including the
Martin Panter00ccacc2016-04-16 04:59:38 +00002384 :option:`!-R` switch which is known to produce long runtimes.
Benjamin Petersona28e7022010-01-09 18:53:06 +00002385 (Added by Antoine Pitrou, :issue:`6152`.) This can also be used
2386 with a new :option:`-F` switch that runs selected tests in a loop
2387 until they fail. (Added by Antoine Pitrou; :issue:`7312`.)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002388
Ezio Melotti11d22dc2010-04-20 09:55:05 +00002389* When executed as a script, the :file:`py_compile.py` module now
2390 accepts ``'-'`` as an argument, which will read standard input for
2391 the list of filenames to be compiled. (Contributed by Piotr
2392 Ożarowski; :issue:`8233`.)
2393
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002394.. ======================================================================
2395
2396Porting to Python 2.7
2397=====================
2398
2399This section lists previously described changes and other bugfixes
2400that may require changes to your code:
2401
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002402* The :func:`range` function processes its arguments more
2403 consistently; it will now call :meth:`__int__` on non-float,
2404 non-integer arguments that are supplied to it. (Fixed by Alexander
2405 Belopolsky; :issue:`1533`.)
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002406
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002407* The string :meth:`format` method changed the default precision used
2408 for floating-point and complex numbers from 6 decimal
Benjamin Petersonf6489f92009-11-25 17:46:26 +00002409 places to 12, which matches the precision used by :func:`str`.
2410 (Changed by Eric Smith; :issue:`5920`.)
2411
Benjamin Peterson87c8d872009-06-11 22:54:11 +00002412* Because of an optimization for the :keyword:`with` statement, the special
2413 methods :meth:`__enter__` and :meth:`__exit__` must belong to the object's
2414 type, and cannot be directly attached to the object's instance. This
2415 affects new-style classes (derived from :class:`object`) and C extension
2416 types. (:issue:`6101`.)
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002417
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002418* Due to a bug in Python 2.6, the *exc_value* parameter to
2419 :meth:`__exit__` methods was often the string representation of the
2420 exception, not an instance. This was fixed in 2.7, so *exc_value*
2421 will be an instance as expected. (Fixed by Florent Xicluna;
2422 :issue:`7853`.)
2423
2424* When a restricted set of attributes were set using ``__slots__``,
2425 deleting an unset attribute would not raise :exc:`AttributeError`
2426 as you would expect. Fixed by Benjamin Peterson; :issue:`7604`.)
Benjamin Peterson9eea4802009-12-31 03:31:15 +00002427
Benjamin Peterson9895f912010-03-21 22:05:32 +00002428In the standard library:
2429
Nick Coghlan024b2f52014-06-07 23:43:00 +10002430* Operations with :class:`~datetime.datetime` instances that resulted in a year
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002431 falling outside the supported range didn't always raise
2432 :exc:`OverflowError`. Such errors are now checked more carefully
2433 and will now raise the exception. (Reported by Mark Leander, patch
2434 by Anand B. Pillai and Alexander Belopolsky; :issue:`7150`.)
2435
Nick Coghlan024b2f52014-06-07 23:43:00 +10002436* When using :class:`~decimal.Decimal` instances with a string's
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002437 :meth:`format` method, the default alignment was previously
2438 left-alignment. This has been changed to right-alignment, which might
2439 change the output of your programs.
2440 (Changed by Mark Dickinson; :issue:`6857`.)
2441
2442 Comparisons involving a signaling NaN value (or ``sNAN``) now signal
Nick Coghlan024b2f52014-06-07 23:43:00 +10002443 :const:`~decimal.InvalidOperation` instead of silently returning a true or
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002444 false value depending on the comparison operator. Quiet NaN values
2445 (or ``NaN``) are now hashable. (Fixed by Mark Dickinson;
2446 :issue:`7279`.)
2447
Benjamin Peterson9895f912010-03-21 22:05:32 +00002448* The ElementTree library, :mod:`xml.etree`, no longer escapes
2449 ampersands and angle brackets when outputting an XML processing
2450 instruction (which looks like `<?xml-stylesheet href="#style1"?>`)
2451 or comment (which looks like `<!-- comment -->`).
2452 (Patch by Neil Muller; :issue:`2746`.)
2453
Nick Coghlan024b2f52014-06-07 23:43:00 +10002454* The :meth:`~StringIO.StringIO.readline` method of :class:`~StringIO.StringIO` objects now does
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002455 nothing when a negative length is requested, as other file-like
2456 objects do. (:issue:`7348`).
2457
2458* The :mod:`syslog` module will now use the value of ``sys.argv[0]`` as the
2459 identifier instead of the previous default value of ``'python'``.
2460 (Changed by Sean Reifschneider; :issue:`8451`.)
2461
2462* The :mod:`tarfile` module's default error handling has changed, to
2463 no longer suppress fatal errors. The default error level was previously 0,
2464 which meant that errors would only result in a message being written to the
2465 debug log, but because the debug log is not activated by default,
2466 these errors go unnoticed. The default error level is now 1,
2467 which raises an exception if there's an error.
2468 (Changed by Lars Gustäbel; :issue:`7357`.)
2469
2470* The :mod:`urlparse` module's :func:`~urlparse.urlsplit` now handles
2471 unknown URL schemes in a fashion compliant with :rfc:`3986`: if the
2472 URL is of the form ``"<something>://..."``, the text before the
2473 ``://`` is treated as the scheme, even if it's a made-up scheme that
2474 the module doesn't know about. This change may break code that
2475 worked around the old behaviour. For example, Python 2.6.4 or 2.5
2476 will return the following:
2477
2478 >>> import urlparse
2479 >>> urlparse.urlsplit('invented://host/filename?query')
2480 ('invented', '', '//host/filename?query', '', '')
2481
2482 Python 2.7 (and Python 2.6.5) will return:
2483
2484 >>> import urlparse
2485 >>> urlparse.urlsplit('invented://host/filename?query')
2486 ('invented', 'host', '/filename?query', '', '')
2487
2488 (Python 2.7 actually produces slightly different output, since it
2489 returns a named tuple instead of a standard tuple.)
2490
Benjamin Petersona28e7022010-01-09 18:53:06 +00002491For C extensions:
2492
2493* C extensions that use integer format codes with the ``PyArg_Parse*``
2494 family of functions will now raise a :exc:`TypeError` exception
2495 instead of triggering a :exc:`DeprecationWarning` (:issue:`5080`).
2496
Georg Brandl60203b42010-10-06 10:11:56 +00002497* Use the new :c:func:`PyOS_string_to_double` function instead of the old
2498 :c:func:`PyOS_ascii_strtod` and :c:func:`PyOS_ascii_atof` functions,
Benjamin Petersona28e7022010-01-09 18:53:06 +00002499 which are now deprecated.
2500
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002501For applications that embed Python:
2502
Georg Brandl60203b42010-10-06 10:11:56 +00002503* The :c:func:`PySys_SetArgvEx` function was added, letting
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002504 applications close a security hole when the existing
Georg Brandl60203b42010-10-06 10:11:56 +00002505 :c:func:`PySys_SetArgv` function was used. Check whether you're
2506 calling :c:func:`PySys_SetArgv` and carefully consider whether the
2507 application should be using :c:func:`PySys_SetArgvEx` with
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002508 *updatepath* set to false.
Benjamin Petersona28e7022010-01-09 18:53:06 +00002509
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002510.. ======================================================================
2511
2512
Nick Coghlan024b2f52014-06-07 23:43:00 +10002513.. _py27-maintenance-enhancements:
2514
2515New Features Added to Python 2.7 Maintenance Releases
2516=====================================================
2517
2518New features may be added to Python 2.7 maintenance releases when the
2519situation genuinely calls for it. Any such additions must go through
2520the Python Enhancement Proposal process, and make a compelling case for why
2521they can't be adequately addressed by either adding the new feature solely to
2522Python 3, or else by publishing it on the Python Package Index.
2523
2524In addition to the specific proposals listed below, there is a general
2525exemption allowing new ``-3`` warnings to be added in any Python 2.7
2526maintenance release.
2527
2528
2529PEP 434: IDLE Enhancement Exception for All Branches
2530----------------------------------------------------
2531
2532:pep:`434` describes a general exemption for changes made to the IDLE
2533development environment shipped along with Python. This exemption makes it
2534possible for the IDLE developers to provide a more consistent user
2535experience across all supported versions of Python 2 and 3.
2536
2537For details of any IDLE changes, refer to the NEWS file for the specific
2538release.
2539
2540
2541PEP 466: Network Security Enhancements for Python 2.7
2542-----------------------------------------------------
2543
2544:pep:`466` describes a number of network security enhancement proposals
2545that have been approved for inclusion in Python 2.7 maintenance releases,
2546with the first of those changes appearing in the Python 2.7.7 release.
2547
2548:pep:`466` related features added in Python 2.7.7:
2549
Nick Coghlana5bbc2e2014-08-23 14:47:47 +10002550* :func:`hmac.compare_digest` was backported from Python 3 to make a timing
Benjamin Petersoncbfaa7b2014-09-19 17:27:03 -04002551 attack resistant comparison operation available to Python 2 applications.
2552 (Contributed by Alex Gaynor; :issue:`21306`.)
Nick Coghlan024b2f52014-06-07 23:43:00 +10002553
Benjamin Petersoncbfaa7b2014-09-19 17:27:03 -04002554* OpenSSL 1.0.1g was upgraded in the official Windows installers published on
2555 python.org. (Contributed by Zachary Ware; :issue:`21462`.)
Nick Coghlana5bbc2e2014-08-23 14:47:47 +10002556
2557:pep:`466` related features added in Python 2.7.8:
2558
2559* :func:`hashlib.pbkdf2_hmac` was backported from Python 3 to make a hashing
2560 algorithm suitable for secure password storage broadly available to Python
Benjamin Petersoncbfaa7b2014-09-19 17:27:03 -04002561 2 applications. (Contributed by Alex Gaynor; :issue:`21304`.)
Nick Coghlana5bbc2e2014-08-23 14:47:47 +10002562
Benjamin Petersoncbfaa7b2014-09-19 17:27:03 -04002563* OpenSSL 1.0.1h was upgraded for the official Windows installers published on
2564 python.org. (contributed by Zachary Ware in :issue:`21671` for CVE-2014-0224)
Nick Coghlan024b2f52014-06-07 23:43:00 +10002565
Benjamin Petersonce302372014-09-19 17:23:21 -04002566:pep:`466` related features added in Python 2.7.9:
2567
2568* Most of Python 3.4's :mod:`ssl` module was backported. This means :mod:`ssl`
2569 now supports Server Name Indication, TLS1.x settings, access to the platform
2570 certificate store, the :class:`~ssl.SSLContext` class, and other
Benjamin Petersoncbfaa7b2014-09-19 17:27:03 -04002571 features. (Contributed by Alex Gaynor and David Reid; :issue:`21308`.)
Benjamin Petersonce302372014-09-19 17:23:21 -04002572
Benjamin Peterson49d77fd2014-09-19 17:29:08 -04002573* :func:`os.urandom` was changed to cache a file descriptor to ``/dev/urandom``
Benjamin Petersonce302372014-09-19 17:23:21 -04002574 instead of reopening ``/dev/urandom`` on every call. (Contributed by Alex
Benjamin Petersoncbfaa7b2014-09-19 17:27:03 -04002575 Gaynor; :issue:`21305`.)
Benjamin Petersonce302372014-09-19 17:23:21 -04002576
Nick Coghlan024b2f52014-06-07 23:43:00 +10002577
2578.. ======================================================================
2579
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002580.. _acks27:
2581
2582Acknowledgements
2583================
2584
2585The author would like to thank the following people for offering
2586suggestions, corrections and assistance with various drafts of this
Benjamin Petersond7c3ed52010-06-27 22:32:30 +00002587article: Nick Coghlan, Philip Jenvey, Ryan Lovett, R. David Murray,
2588Hugh Secker-Walker.
Benjamin Petersonf10a79a2008-10-11 00:49:57 +00002589