blob: 5f73a1d006f97ad927a010e1da834b5b6dba0471 [file] [log] [blame]
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001****************************
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00002 What's New In Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00003****************************
4
5:Author: Raymond Hettinger
6:Release: |release|
7:Date: |today|
8
9.. $Id$
10 Rules for maintenance:
11
12 * Anyone can add text to this document. Do not spend very much time
13 on the wording of your changes, because your text will probably
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000014 get rewritten.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000015
16 * The maintainer will go through Misc/NEWS periodically and add
17 changes; it's therefore more important to add your changes to
18 Misc/NEWS than to this file.
19
20 * This is not a complete list of every single change; completeness
21 is the purpose of Misc/NEWS. Some changes I consider too small
22 or esoteric to include. If such a change is added to the text,
23 I'll just remove it. (This is another reason you shouldn't spend
24 too much time on writing your addition.)
25
26 * If you want to draw your new text to the attention of the
27 maintainer, add 'XXX' to the beginning of the paragraph or
28 section.
29
30 * It's OK to just add a fragmentary note about a change. For
31 example: "XXX Describe the transmogrify() function added to the
32 socket module." The maintainer will research the change and
33 write the necessary text.
34
35 * You can comment out your additions if you like, but it's not
36 necessary (especially when a final release is some months away).
37
38 * Credit the author of a patch or bugfix. Just the name is
Georg Brandlda0a2112010-09-05 11:28:33 +000039 sufficient; the e-mail address isn't necessary. It's helpful to
40 add the issue number:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000041
Éric Araujo4234ad42010-09-05 17:32:25 +000042 XXX Describe the transmogrify() function added to the socket
43 module.
44
45 (Contributed by P.Y. Developer; :issue:`12345`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000046
47 This saves the maintainer the effort of going through the SVN log
48 when researching a change.
49
50This article explains the new features in Python 3.2, compared to 3.1.
51
Martin v. Löwis932e49e2010-12-04 13:49:32 +000052PEP 384: Defining a Stable ABI
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000053==============================
54
55In the past, extension modules built for one Python version were often
56not usable with other Python versions. Particularly on Windows, every
57feature release of Python required rebuilding all extension modules that
58one wanted to use. This requirement was the result of the free access to
59Python interpreter internals that extension modules could use.
60
61With Python 3.2, an alternative approach becomes available: extension
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000062modules which restrict themselves to a limited API (by defining
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000063Py_LIMITED_API) cannot use many of the internals, but are constrained
64to a set of API functions that are promised to be stable for several
65releases. As a consequence, extension modules built for 3.2 in that
66mode will also work with 3.3, 3.4, and so on. Extension modules that
67make use of details of memory structures can still be built, but will
68need to be recompiled for every feature release.
69
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000070.. seealso::
71
Raymond Hettingera5a35542010-12-05 00:39:18 +000072 :pep:`384` - Define a Stable ABI
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000073 PEP written by Martin von Loewis.
74
Raymond Hettingera5a35542010-12-05 00:39:18 +000075PEP 389: Argparse Command Line Parsing Module
76=============================================
77
78A new module for command line parsing, :mod:`argparse`, was introduced to
79overcome the limitations of :mod:`optparse` which did not provide support for
80positional arguments (not just option), subcommands, required options and other
Raymond Hettinger413abbc2010-12-05 07:06:47 +000081common patterns of specifying and validating options.
Raymond Hettingera5a35542010-12-05 00:39:18 +000082
83This module has already has wide-spread success in the community as a
84third-party module. Being more fully featured than its predecessor,
85:mod:`argparse`, is now the preferred module for command-line processing. The
86older module is still being kept available because of the substantial amount of
87legacy code that depends on it.
88
89.. XXX add examples that highlight the new features
90
91.. seealso::
92
93 :pep:`389` - New Command Line Parsing Module
94 PEP written by Steven Bethard.
95
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000096
Éric Araujo4234ad42010-09-05 17:32:25 +000097PEP 391: Dictionary Based Configuration for Logging
98====================================================
Raymond Hettingeref2335c2010-09-05 08:35:38 +000099
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000100The :mod:`logging` module provided two kinds of configuration, one style with
101function calls for each option or another style driven by an external file saved
102in a :mod:`ConfigParser` format. Those options did not provide the flexibility
Georg Brandl9e75cad2010-09-06 06:45:47 +0000103to create configurations from JSON or YAML files, nor did they support
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000104incremental configuration, which is needed for specifying logger options from a
105command line.
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000106
107To support a more flexible style, the module now offers
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000108:func:`logging.config.dictConfig` for specifying logging configuration with
109plain Python dictionaries. The configuration options include formatters,
110handlers, filters, and loggers. Here's a working example of a configuration
111dictionary::
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000112
Georg Brandlda0a2112010-09-05 11:28:33 +0000113 {"version": 1,
114 "formatters": {"brief": {"format": "%(levelname)-8s: %(name)-15s: %(message)s"},
115 "full": {"format": "%(asctime)s %(name)-15s %(levelname)-8s %(message)s"},
116 },
117 "handlers": {"console": {
118 "class": "logging.StreamHandler",
119 "formatter": "brief",
120 "level": "INFO",
121 "stream": "ext://sys.stdout"},
122 "console_priority": {
123 "class": "logging.StreamHandler",
124 "formatter": "full",
125 "level": "ERROR",
126 "stream": "ext://sys.stderr"},
127 },
128 "root": {"level": "DEBUG", "handlers": ["console", "console_priority"]}}
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000129
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000130
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000131If that dictionary is stored in a file called :file:`conf.json`, it can loaded
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000132and called with code like this::
133
134 >>> import logging.config
135 >>> logging.config.dictConfig(json.load(open('conf.json', 'rb')))
136 >>> logging.info("Transaction completed normally")
137 >>> logging.critical("Abnormal termination")
138
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000139.. seealso::
140
141 :pep:`391` - Dictionary Based Configuration for Logging
142 PEP written by Vinay Sajip.
143
Georg Brandl97b20da2010-11-16 15:15:29 +0000144PEP 3148: The ``concurrent.futures`` module
145============================================
146
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000147Code for creating and managing concurrency is being collected in a new toplevel
148namespace, *concurrent*. Its first member is a *futures* package which provides
149a uniform high level interface for managing threads and processes.
150
151The design for :mod:`concurrent.futures` was inspired by
152*java.util.concurrent.package*. In that model, a running call and its result
153are represented by a :class:`~concurrent.futures.Future` object which abstracts
154features common to threads, processes, and remote procedure calls. That object
155supports status checks (running or done), timeouts, cancellations, adding
156callbacks, and access to results or exceptions.XS
157
158The primary offering of the new module is a pair of executor classes for
159launching and managing calls. The goal of the executors is to make it easier to
160use existing tools for making parallel calls. They save the effort needed to
161setup a pool of resources, launch the calls, create a results queue, add
162time-out handling, and limit the total number of threads, processes, or remote
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000163procedure calls.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000164
165Ideally, each application should share a single executor across multiple
166components so that process and thread limits can be centrally managed. This
167solves the design challenge that arises when each component has its own
168competing strategy for resource management.
169
170For an example of :class:`~concurrent.futures.ThreadPoolExecutor`,
171see :ref:`code for threaded parallel URL reads<threadpoolexecutor-example>`.
172
173For an example of :class:`~concurrent.futures.ProcessPoolExecutor`,
174see :ref:`code for computing prime numbers in parallel<processpoolexecutor-example>`.
175
176.. seealso::
177
Raymond Hettingera5a35542010-12-05 00:39:18 +0000178 :pep:`3148` - Futures -- Execute Computations Asynchronously
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000179 PEP written by Brain Quinlan.
Georg Brandl97b20da2010-11-16 15:15:29 +0000180
Georg Brandlda0a2112010-09-05 11:28:33 +0000181
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000182PEP 3147: PYC Repository Directories
183=====================================
184
Raymond Hettingera5a35542010-12-05 00:39:18 +0000185Python's scheme for caching bytecode in *.pyc* files did not wosrk well in
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000186environments with multiple python interpreters. If one interpreter encountered
187a cached file created by another interpreter, it would recompile the source and
188overwrite the cached file, thus losing the benefits of caching.
189
190The issue of "pyc fights" has become more pronounced as it has become
Éric Araujo4234ad42010-09-05 17:32:25 +0000191commonplace for Linux distributions to ship with multiple versions of Python.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000192These conflicts also arise with CPython alternatives such as Unladen Swallow.
193
194To solve this problem, Python's import machinery has been extended to use
Éric Araujo4234ad42010-09-05 17:32:25 +0000195distinct filenames for each interpreter. Instead of Python 3.2 and Python 3.3 and
196Unladen Swallow each competing for a file called "mymodule.pyc", they will now
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000197look for "mymodule.cpython-32.pyc", "mymodule.cpython-33.pyc", and
Éric Araujo4234ad42010-09-05 17:32:25 +0000198"mymodule.unladen10.pyc". And to prevent all of these new files from
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000199cluttering source directories, the *pyc* files are now collected in a
200"__pycache__" directory stored under the package directory.
201
202Aside from the filenames and target directories, the new scheme has a few
203aspects that are visible to the programmer:
204
Georg Brandlda0a2112010-09-05 11:28:33 +0000205* Imported modules now have a :attr:`__cached__` attribute which stores the name
206 of the actual file that was imported:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000207
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000208 >>> import collections
209 >>> collections.__cached__
210 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000211
212* The tag that is unique to each interpreter is accessible from the :mod:`imp`
Georg Brandlda0a2112010-09-05 11:28:33 +0000213 module:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000214
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000215 >>> import imp
216 >>> imp.get_tag()
217 'cpython-32'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000218
219* Scripts that try to deduce source filename from the imported file now need to
220 be smarter. It is no longer sufficient to simply strip the "c" from a ".pyc"
221 filename. Instead, use the new functions in the :mod:`imp` module:
222
Georg Brandlda0a2112010-09-05 11:28:33 +0000223 >>> imp.source_from_cache('c:/py32/lib/__pycache__/collections.cpython-32.pyc')
224 'c:/py32/lib/collections.py'
225 >>> imp.cache_from_source('c:/py32/lib/collections.py')
226 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000227
228* The :mod:`py_compile` and :mod:`compileall` modules have been updated to
229 reflect the new naming convention and target directory.
230
231.. seealso::
232
233 :pep:`3147` - PYC Repository Directories
234 PEP written by Barry Warsaw.
235
Georg Brandlda0a2112010-09-05 11:28:33 +0000236
Georg Brandl3ad46752010-12-05 07:59:29 +0000237PEP 3149: ABI Version Tagged .so Files
238======================================
Georg Brandlf11c6c42010-09-03 22:20:58 +0000239
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000240The PYC repository directory allows multiple bytecode cache files to be
241co-located. This PEP implements a similar mechanism for shared object files by
242giving them a common directory and distinct names for each version.
Georg Brandlf11c6c42010-09-03 22:20:58 +0000243
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000244The common directory is "pyshared" and the file names are made distinct by
245identifying the Python implementation (such as CPython, PyPy, Jython, etc.), the
246major and minor version numbers, and optional build flags (such as "d" for
Éric Araujo4234ad42010-09-05 17:32:25 +0000247debug, "m" for pymalloc, "u" for wide-unicode). For an arbitrary package "foo",
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000248you may see these files when the distribution package is installed::
249
250 /usr/share/pyshared/foo.cpython-32m.so
251 /usr/share/pyshared/foo.cpython-33md.so
252
253In Python itself, the tags are accessible from functions in the :mod:`sysconfig`
254module::
255
256 >>> import sysconfig
257 >>> sysconfig.get_config_var('SOABI') # find the version tag
258 'cpython-32mu'
259 >>> sysconfig.get_config_var('SO') # find the full filename extension
260 'cpython-32mu.so'
261
262.. seealso::
263
264 :pep:`3149` - ABI Version Tagged .so Files
265 PEP written by Barry Warsaw.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000266
267
R. David Murray7c0a2272010-10-08 21:37:39 +0000268Email 5.1
269=========
270
271The email package is extended to be able to parse and generate email messages
272in bytes format.
273
274* New functions :func:`~email.message_from_bytes` and
275 :func:`~email.message_from_binary_file`, and new classes
276 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
277 allow binary message data to be parsed into model objects.
278
279* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
280 will by default decode a message body that has a
Senthil Kumaran82270452010-10-15 13:29:33 +0000281 :mailheader:`Content-Transfer-Encoding` of ``8bit`` using the charset
282 specified in the MIME headers and return the resulting string.
R. David Murray7c0a2272010-10-08 21:37:39 +0000283
284* Given bytes input to the model, :class:`~email.generator.Generator` will
285 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
286 8bit to instead have a 7bit Content-Transfer-Encoding.
287
288* New class :class:`~email.generator.BytesGenerator` produces bytes
289 as output, preserving any unchanged non-ASCII data that was
290 present in the input used to build the model, including message bodies
291 with a :mailheader:`Content-Transfer-Encoding` of 8bit.
292
293 (Proposed and implemented by R. David Murray, :issue:`4661`.)
294
295
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000296Other Language Changes
297======================
298
299Some smaller changes made to the core Python language are:
300
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000301* :class:`bytes` and :class:`str` now have two net methods, *tranform* and *untransform*.
302 These provided analogues to *encode* and *decode* but are used for general purpose
303 string-to-string and bytes-to-bytes transformations rather than Unicode codecs.
304
305 Along with the new methods, several non-unicode codecs been restored from Python 2.x
306 including *base64*, *bz2*, *hex*, *quopri*, *rot13*, *uu*, and *zlib*.
307
308 >>> t = b'which witch had which witches wrist watch'
309 >>> t.transform('quopri')
310 b'which=20witch=20had=20which=20witches=20wrist=20watch'
311
312 >>> short = t.transform('zlib_codec')
313 >>> len(t), len(short)
314 (41, 38)
315 >>> short.untransform('zlib_codec')
316 b'which witch had which witches wrist watch'
317
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000318 (From multiple contributors in :issue:`7475`.)
319
320* String formatting for :func:`format` and :meth:`str.format` gained a new format
321 character **#**. For integers in binary, octal, or hexadecimal, it causes
322 the output to be prefixed with '0b', '0o', or '0x' respectively. For floats,
323 complex, and Decimal, it causes the output to always have a decimal point
324 even when no digits follow it.
325
326 >>> format(20, '#o')
327 '0o24'
328 >>> format(12.34, '#5.0f')
329 ' 12.'
330
331 (Suggested by Mark Dickinson and implemented by Eric Smith in :issue:`7094`.)
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000332
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000333* The interpreter can now be started with a quiet option, ``-q``, to suppress
334 the copyright and version information in an interactive mode.
335
336 (Contributed by Marcin Wojdyr in issue:`1772833`).
337
Georg Brandlda0a2112010-09-05 11:28:33 +0000338* The :func:`hasattr` function used to catch and suppress any Exception. Now,
339 it only catches :exc:`AttributeError`. Under the hood, :func:`hasattr` works
340 by calling :func:`getattr` and throwing away the results. This is necessary
341 because dynamic attribute creation is possible using :meth:`__getattribute__`
Éric Araujo4234ad42010-09-05 17:32:25 +0000342 or :meth:`__getattr__`. If :func:`hasattr` were to just scan instance and class
Éric Araujocc6aac62010-09-07 21:35:35 +0000343 dictionaries it would miss the dynamic methods and make it difficult to
Georg Brandlda0a2112010-09-05 11:28:33 +0000344 implement proxy objects.
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000345
346 (Discovered by Yury Selivanov and fixed by Benjamin Peterson; :issue:`9666`.)
347
Éric Araujo4234ad42010-09-05 17:32:25 +0000348* The :func:`str` of a float or complex number is now the same as its
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000349 :func:`repr`. Previously, the :func:`str` form was shorter but that just
Éric Araujo4234ad42010-09-05 17:32:25 +0000350 caused confusion and is no longer needed now that the shortest possible
Georg Brandlda0a2112010-09-05 11:28:33 +0000351 :func:`repr` is displayed by default:
Raymond Hettingerbb734c62010-09-05 05:56:44 +0000352
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000353 >>> repr(math.pi)
354 '3.141592653589793'
355 >>> str(math.pi)
356 '3.141592653589793'
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000357
Georg Brandlda0a2112010-09-05 11:28:33 +0000358 (Proposed and implemented by Mark Dickinson; :issue:`9337`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000359
Antoine Pitroud3052002010-09-15 15:09:40 +0000360* :class:`memoryview` objects now have a :meth:`release()` method and support
361 the context manager protocol. This allows timely release of any resources
362 that were acquired when requesting a buffer from the original object.
363
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000364 >>> with memoryview(b'abcdefgh') as v:
365 ... print(v.tolist())
366 ...
367 [97, 98, 99, 100, 101, 102, 103, 104]
368
Antoine Pitroud3052002010-09-15 15:09:40 +0000369 (Added by Antoine Pitrou; :issue:`9757`.)
370
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000371* Mark Dickinson crafted an elegant and efficient scheme for assuring that
372 different numeric datatypes will have the same hash value whenever their
373 actual values are equal::
374
375 >>> assert hash(Fraction(3, 2)) == hash(1.5) == \
376 hash(Decimal("1.5")) == hash(complex(1.5, 0))
377
378 (See :issue:`8188`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000379
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000380* Previously it was illegal to delete a name from the local namespace if it
381 occurs as a free variable in a nested block::
382
383 >>> def outer(x):
384 ... def inner():
385 ... return x
386 ... inner()
387 ... del x
388
389 This is now allowed. Remember that the target of an :keyword:`except` clause
390 is cleared, so this code which used to work with Python 2.6, raised a
391 :exc:`SyntaxError` with Python 3.1 and now works again::
392
393 >>> def f():
394 ... def print_error():
395 ... print(e)
396 ... try:
397 ... something
398 ... except Exception as e:
399 ... print_error()
400 ... # implicit "del e" here
401
402 (See :issue:`4617`.)
403
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000404* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000405 emitted when potential issues with resource consumption or cleanup
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000406 are detected. It is silenced by default in normal release builds, but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000407 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000408 module, or on the command line.
409
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000410 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000411 :data:`gc.garbage` list isn't empty. This is meant to make the programmer
412 aware that their code contains object finalization issues.
413
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000414 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000415 without having been explicitly closed. While the deallocator for such
416 object ensures it closes the underlying operating system resource
417 (usually, a file descriptor), the delay in deallocating the object could
418 produce various issues, especially under Windows. Here is an example
419 of enabling the warning from the command line::
420
421 $ ./python -Wdefault
422 Python 3.2a3+ (py3k, Nov 5 2010, 22:58:04)
423 [GCC 4.4.3] on linux2
424 Type "help", "copyright", "credits" or "license" for more information.
425 >>> f = open("foo", "wb")
426 >>> del f
427 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
428 >>>
429
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000430 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000431
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000432* :class:`range` objects now support and *index* and *count* methods. This is
433 part of an effort to make more objects fully implement the :class:`collections.Sequence`
434 :term:`abstract base class`. As a result, the language will have a more
435 uniform API.
436
437 In addition, :class:`range` objects now support slicing and negative indices.
438 This makes *range* more interoperable with lists.
439
440 (Contributed by Daniel Stuzback in :issue:`9213` and by Alexander Belopolsky
441 in :issue:`2690`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000442
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000443* The :func:`callable` builtin function from Py2.x was resurrected. It provides
444 a concise, readable alternative to using an :term:`abstract base class` to in
445 an expression like ``isinstance(x, collections.Callable)``.
446
447 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000448
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000449New, Improved, and Deprecated Modules
450=====================================
451
Éric Araujo4234ad42010-09-05 17:32:25 +0000452* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000453 calls. :func:`functools.lru_cache` can save repeated queries to an external
454 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000455
Raymond Hettinger86f96132010-08-06 23:23:49 +0000456 For example, adding a caching decorator to a database query function can save
457 database accesses for popular searches::
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000458
Georg Brandlda0a2112010-09-05 11:28:33 +0000459 @functools.lru_cache(maxsize=300)
460 def get_phone_number(name):
461 c = conn.cursor()
462 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
463 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000464
Georg Brandlda0a2112010-09-05 11:28:33 +0000465 >>> for name in user_requests:
Raymond Hettinger7496b412010-11-30 19:15:45 +0000466 ... get_phone_number(name) # cached lookup
467
468 To help with choosing an effective cache size, the wrapped function is
469 instrumented for tracking cache statistics:
470
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000471 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000472 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000473
Raymond Hettingerf3098282010-08-15 03:30:45 +0000474 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000475 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000476
Georg Brandlda0a2112010-09-05 11:28:33 +0000477 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000478
Raymond Hettinger6e353942010-12-04 23:42:12 +0000479 (Contributed by Raymond Hettinger and incorporating design ideas from
480 Jim Baker, Miki Tebeka, and Nick Coglan.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000481
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000482* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
483 pointing to the original callable function. This allows wrapped functions to
484 be introspected. It also copies :attr:`__annotations__` if defined. And now
485 it also gracefully skips over missing attributes such as :attr:`__doc__` which
486 might not be defined for the wrapped callable.
487
488 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
489 :issue:`8814`.)
490
Raymond Hettinger6e353942010-12-04 23:42:12 +0000491* The :mod:`itertools` module has a new function, :func:`~itertools.accumulate`
Raymond Hettingera5a35542010-12-05 00:39:18 +0000492 modeled on APL's *scan* operator and on Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000493
494 >>> list(accumulate(8, 2, 50))
495 [8, 10, 60]
496
497 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
498 >>> list(accumulate(prob_dist)) # cumulative probability distribution
499 [0.1, 0.5, 0.7, 1.0]
500
501 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
502 the random module <random-examples>`.
503
504 (Contributed by Raymond Hettinger and incorporating design suggestions
505 from Mark Dickinson.)
506
Antoine Pitroucd889af2010-10-06 21:13:56 +0000507* The :mod:`nntplib` module gets a revamped implementation with better
508 bytes / unicode semantics as well as more practical APIs. These improvements
509 break compatibility with the nntplib version in Python 3.1, which was
510 partly dysfunctional in itself.
511
512 (Contributed by Antoine Pitrou in :issue:`9360`)
513
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000514* The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
515 :func:`~abc.abstractstaticmethod`.
516
Raymond Hettingera5a35542010-12-05 00:39:18 +0000517 These tools make it possible to define an :term:`Abstract Base Class` that
518 requires a particular :func:`classmethod` or :func:`staticmethod` to be
519 implemented.
520
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000521 (Patch submitted by Daniel Urban; :issue:`5867`.)
522
Georg Brandlda0a2112010-09-05 11:28:33 +0000523* The previously deprecated :func:`contextlib.nested` function has been removed
524 in favor of a plain :keyword:`with` statement which can accept multiple
525 context managers. The latter technique is faster (because it is built-in),
526 and it does a better job finalizing multiple context managers when one of them
527 raises an exception.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000528
529 (Contributed by Georg Brandl and Mattias Brändström;
530 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)
531
Georg Brandlda0a2112010-09-05 11:28:33 +0000532* The :class:`ftplib.FTP` class now supports the context manager protocol to
Éric Araujo4234ad42010-09-05 17:32:25 +0000533 unconditionally consume :exc:`socket.error` exceptions and to close the FTP
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000534 connection when done::
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000535
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000536 >>> from ftplib import FTP
537 >>> with FTP("ftp1.at.proftpd.org") as ftp:
538 ... ftp.login()
539 ... ftp.dir()
540 ...
541 '230 Anonymous login ok, restrictions apply.'
542 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
543 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
544 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
545 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000546
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000547 Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
548 also grew auto-closing context managers::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +0000549
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000550 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
551 for line in f:
552 process(line)
Georg Brandlda0a2112010-09-05 11:28:33 +0000553
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000554 (Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
555 by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +0000556
Georg Brandl3ad46752010-12-05 07:59:29 +0000557.. mention os.popen and subprocess.Popen auto-closing of fds
558
Antoine Pitroucd889af2010-10-06 21:13:56 +0000559* :class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase` ABC
560 (except for ``truncate()``), has a :meth:`~gzip.GzipFile.peek` method,
561 and supports unseekable as well as zero-padded file objects.
562
563 (Contributed by Antoine Pitrou, Nir Aides and Brian Curtin in :issue:`9962`,
564 :issue:`1675951`, :issue:`7471` and :issue:`2846`.)
565
566 The :mod:`gzip` module also gains the :func:`~gzip.compress` and
567 :func:`~gzip.decompress` functions for easier in-memory compression and
568 decompression.
569
570 (Contributed by Anand B. Pillai in :issue:`3488`.)
571
Andrew M. Kuchling4ea04a32010-08-18 22:30:34 +0000572* The :mod:`os` module now has the :const:`ST_RDONLY` and :const:`ST_NOSUID`
573 constants, for use with the :func:`~os.statvfs` function.
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000574
Andrew M. Kuchling4ea04a32010-08-18 22:30:34 +0000575 (Patch by Adam Jackson; :issue:`7647`.)
576
Amaury Forgeot d'Arc4b6fdf32010-09-07 21:31:17 +0000577* :func:`os.getppid` is now supported on Windows. Note that it will continue to
578 return the same pid even after the parent process has exited.
579
580 (Patch by Jon Anglin; :issue:`6394`.)
581
Antoine Pitroud67075e2010-07-31 22:48:02 +0000582* The :func:`shutil.copytree` function has two new options:
583
Raymond Hettingerdb9044e2010-09-06 01:29:23 +0000584 * *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
585 copies the file pointed to by the symlink, not the symlink itself. This
Georg Brandlda0a2112010-09-05 11:28:33 +0000586 option will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000587
Raymond Hettingerdb9044e2010-09-06 01:29:23 +0000588 * *copy_function*: is a callable that will be used to copy files.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000589 :func:`shutil.copy2` is used by default.
590
591 (Contributed by Tarek Ziadé.)
592
Georg Brandlda0a2112010-09-05 11:28:33 +0000593* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
594 the socket into closed state without actually closing the underlying file
595 descriptor. The latter can then be reused for other purposes.
Antoine Pitroue43f9d02010-08-08 23:24:50 +0000596
597 (Added by Antoine Pitrou; :issue:`8524`.)
598
Raymond Hettingerd881f312010-09-05 08:54:32 +0000599* The :mod:`sqlite3` module has two new capabilities.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000600
Georg Brandlda0a2112010-09-05 11:28:33 +0000601 The :attr:`Connection.in_transit` attribute is true if there is an active
602 transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000603
Raymond Hettingerd881f312010-09-05 08:54:32 +0000604 The :meth:`Connection.enable_load_extension` and
605 :meth:`Connection.load_extension` methods allows you to load SQLite extensions
606 from ".so" files. One well-known extension is the fulltext-search extension
607 distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000608
Georg Brandlda0a2112010-09-05 11:28:33 +0000609 (Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
Antoine Pitroud67075e2010-07-31 22:48:02 +0000610
Georg Brandlda0a2112010-09-05 11:28:33 +0000611* The :mod:`ssl` module has a new class, :class:`~ssl.SSLContext` which serves
612 as a container for various persistent SSL data, such as protocol settings,
613 certificates, private keys, and various other options. The
614 :meth:`~ssl.SSLContext.wrap_socket` method allows to create an SSL socket from
615 such an SSL context. (Added by Antoine Pitrou; :issue:`8550`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000616
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +0000617 A new function, :func:`ssl.match_hostname`, helps implement server identity
618 verification for higher-level protocols by implementing the rules of
619 HTTPS (from :rfc:`2818`), which are also suitable for other protocols.
620 (Added by Antoine Pitrou, :issue:`1589`).
621
Georg Brandlda0a2112010-09-05 11:28:33 +0000622 The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
623 argument that's a string listing the encryption algorithms to be allowed; the
624 format of the string is described `in the OpenSSL documentation
625 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__. (Added
626 by Antoine Pitrou; :issue:`8322`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000627
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000628 When linked against a recent enough version of OpenSSL, the :mod:`ssl`
629 module now supports the Server Name Indication extension to the TLS
630 protocol, allowing for several "virtual hosts" using different certificates
631 on a single IP/port. This extension is only supported in client mode,
632 and is activated by passing the *server_hostname* argument to
633 :meth:`SSLContext.wrap_socket`.
634 (Added by Antoine Pitrou, :issue:`5639`.)
635
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000636 Various options have been added to the :mod:`ssl` module, such as
Georg Brandlda0a2112010-09-05 11:28:33 +0000637 :data:`~ssl.OP_NO_SSLv2` which allows to force disabling of the insecure and
638 obsolete SSLv2 protocol. (Added by Antoine Pitrou; :issue:`4870`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000639
Georg Brandlda0a2112010-09-05 11:28:33 +0000640 Another change makes the extension load all of OpenSSL's ciphers and digest
641 algorithms so that they're all available. Some SSL certificates couldn't be
642 verified, reporting an "unknown algorithm" error. (Reported by Beda Kosata,
643 and fixed by Antoine Pitrou; :issue:`8484`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000644
Georg Brandlda0a2112010-09-05 11:28:33 +0000645 The version of OpenSSL being used is now available as the module attributes
646 :data:`ssl.OPENSSL_VERSION` (a string), :data:`ssl.OPENSSL_VERSION_INFO` (a
647 5-tuple), and :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer). (Added by
648 Antoine Pitrou; :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000649
Antoine Pitrouafb078d2010-11-05 22:18:28 +0000650* :class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
651 and :func:`urllib.request.urlopen` now take optional arguments to allow for
652 server certificate checking against a set of Certificate Authorities,
653 as recommended in public uses of HTTPS.
654 (Added by Antoine Pitrou, :issue:`9003`.)
655
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000656* The command call, ``python -m unittest`` can now accept file paths instead
657 of module names for running specific tests (:issue:`10620`).
Antoine Pitroud3052002010-09-15 15:09:40 +0000658
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000659* The :mod:`unittest` module has two new methods,
660 :meth:`~unittest.TestCase.assertWarns` and
661 :meth:`~unittest.TestCase.assertWarnsRegex` to check that a given warning type
Raymond Hettinger413abbc2010-12-05 07:06:47 +0000662 is triggered by the code under test:
Antoine Pitroud3052002010-09-15 15:09:40 +0000663
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000664 >>> with self.assertWarns(DeprecationWarning):
665 ... legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +0000666
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000667 In addition, the naming in the module has ungone a number of clean-ups.
668 For example, :meth:`assertRegex` is the new name for :meth:`assertRegexpMatches`
669 which was misnamed because the test uses :func:`re.search`, not :func:`re.match`.
670
671 To improve consistency, some of long-standing method aliases are being
672 deprecated in favor of the preferred names:
673
674 - replace :meth:`assert_` with :meth:`.assertTrue`
675 - replace :meth:`assertEquals` with :meth:`.assertEqual`
676 - replace :meth:`assertNotEquals` with :meth:`.assertNotEqual`
677 - replace :meth:`assertAlmostEquals` with :meth:`.assertAlmostEqual`
678 - replace :meth:`assertNotAlmostEquals` with :meth:`.assertNotAlmostEqual`
679
680 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
681 to be removed in Python 3.3. See also the :ref:`deprecated-aliases` section in
682 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +0000683
684 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +0000685
Georg Brandlda0a2112010-09-05 11:28:33 +0000686* The previously deprecated :func:`string.maketrans` function has been removed
687 in favor of the static methods, :meth:`bytes.maketrans` and
Raymond Hettingerf558ddd2009-06-28 21:37:08 +0000688 :meth:`bytearray.maketrans`. This change solves the confusion around which
Georg Brandlda0a2112010-09-05 11:28:33 +0000689 types were supported by the :mod:`string` module. Now, :class:`str`,
Raymond Hettingerf558ddd2009-06-28 21:37:08 +0000690 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
Georg Brandlda0a2112010-09-05 11:28:33 +0000691 **translate** methods with intermediate translation tables of the appropriate
692 type.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000693
Raymond Hettingerf558ddd2009-06-28 21:37:08 +0000694 (Contributed by Georg Brandl; :issue:`5675`.)
695
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +0000696* :class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
697 :class:`ssl.SSLContext` object allowing bundling SSL configuration options,
698 certificates and private keys into a single (potentially long-lived)
699 structure.
700
701 (Contributed by Giampaolo Rodolà; :issue:`8807`.)
702
Giampaolo Rodolàb383dbb2010-09-08 22:44:12 +0000703* :func:`socket.create_connection` now supports the context manager protocol
704 to unconditionally consume :exc:`socket.error` exceptions and to close the
705 socket when done.
706
707 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
708
Giampaolo Rodolà977c7072010-10-04 21:08:36 +0000709* :class:`asyncore.dispatcher` now provides a
710 :meth:`~asyncore.dispatcher.handle_accepted()` method
711 returning a `(sock, addr)` pair which is called when a connection has actually
712 been established with a new remote endpoint. This is supposed to be used as a
713 replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
714 the user to call :meth:`~asyncore.dispatcher.accept()` directly.
715
716 (Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +0000717
Nick Coghlan543af752010-10-24 11:23:25 +0000718* The :mod:`tempfile` module has a new context manager,
719 :class:`~tempfile.TemporaryDirectory` which provides easy deterministic
720 cleanup of temporary directories.
721
722 (Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
723
R. David Murray7dff9e02010-11-08 17:15:13 +0000724* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
725 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
726 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
727 :class:`~email.message.Message` object and can optionally obtain the
728 *from_addr* and *to_addrs* addresses directly from the object.
729
730 (Contributed by R. David Murray, :issue:`10321`.)
731
Nick Coghlane0f04652010-11-21 03:44:04 +0000732* The :mod:`inspect` module has a new function :func:`getgenatorstate`
733 to easily identify the current state of a generator as one of
734 ``GEN_CREATED``, ``GEN_RUNNING``, ``GEN_SUSPENDED`` or ``GEN_CLOSED``.
735
736 (Contributed by Rodolpho Eckhardt and Nick Coghlan, :issue:`10220`.)
737
738.. XXX: Mention inspect.getattr_static (Michael Foord)
Nick Coghlan9fc443c2010-11-30 15:48:08 +0000739.. XXX: Mention urllib.parse changes
740 Issue 9873 (Nick Coghlan):
741 - ASCII byte sequence support in URL parsing
742 - named tuple for urldefrag return value
743 Issue 5468 (Dan Mahn) for urlencode:
744 - bytes input support
745 - non-UTF8 percent encoding of non-ASCII characters
746 Issue 2987 for IPv6 (RFC2732) support in urlparse
Nick Coghlane0f04652010-11-21 03:44:04 +0000747
Nick Coghlan7bb30b72010-12-03 09:29:11 +0000748* The :mod:`pydoc` module now provides a much improved Web server interface,
749 as well as a new command-line option to automatically open a browser
750 window to display that server.
751
752 (Contributed by Ron Adam; :issue:`2001`.)
753
Georg Brandl3ad46752010-12-05 07:59:29 +0000754.. XXX add something about pdb additions:
755
756 * new commands interact, (un)display, longlist, source, until lineno
757 * -c option that executes commands as if given in .pdbrc
758 * SIGINT handler to break a continued program
759
760.. XXX add optimize flags for py_compile/compileall (issue10553)
761
Antoine Pitroud42bc512009-11-10 23:18:31 +0000762Multi-threading
763===============
764
Georg Brandlda0a2112010-09-05 11:28:33 +0000765* The mechanism for serializing execution of concurrently running Python threads
766 (generally known as the GIL or Global Interpreter Lock) has been rewritten.
767 Among the objectives were more predictable switching intervals and reduced
768 overhead due to lock contention and the number of ensuing system calls. The
769 notion of a "check interval" to allow thread switches has been abandoned and
770 replaced by an absolute duration expressed in seconds. This parameter is
771 tunable through :func:`sys.setswitchinterval()`. It currently defaults to 5
772 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +0000773
774 Additional details about the implementation can be read from a `python-dev
775 mailing-list message
776 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +0000777 (however, "priority requests" as exposed in this message have not been kept
778 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +0000779
Georg Brandl5e73a812010-04-22 07:02:51 +0000780 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +0000781
Antoine Pitrou5bab5082009-11-13 22:58:45 +0000782* Recursive locks (created with the :func:`threading.RLock` API) now benefit
Georg Brandlda0a2112010-09-05 11:28:33 +0000783 from a C implementation which makes them as fast as regular locks, and between
784 10x and 15x faster than their previous pure Python implementation.
Antoine Pitrou5bab5082009-11-13 22:58:45 +0000785
786 (Contributed by Antoine Pitrou; :issue:`3001`.)
787
Georg Brandlda0a2112010-09-05 11:28:33 +0000788* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettinger09e4ebb2010-09-06 19:55:51 +0000789 :meth:`acquire` method. (Contributed by Antoine Pitrou; :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +0000790
Antoine Pitroue95a9ff2010-05-04 23:31:41 +0000791 Similarly, :meth:`threading.Semaphore.acquire` also gains a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +0000792 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +0000793
Antoine Pitroud42bc512009-11-10 23:18:31 +0000794
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000795Optimizations
796=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000797
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000798A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000799
Antoine Pitroud3052002010-09-15 15:09:40 +0000800* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000801 being a test for membership in a set of constants. The optimizer recasts the
802 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
803
804 Now that the speed penalty is gone, it is practical to start writing
805 membership tests using set-notation. This style is both semantically clear
806 and operationally fast::
807
808 extension = name.rpartition('.')[2]
809 if extension in {'xml', 'html', 'xhtml', 'css'}:
810 handle(name)
811
812 (Patch and additional tests by Dave Malcolm; :issue:`6690`).
813
Antoine Pitroud3052002010-09-15 15:09:40 +0000814* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000815 several times faster.
816
817 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +0000818 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +0000819
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000820* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
821 :meth:`list.sort` and :func:`sorted` now runs faster and used less memory
822 when called with a :term:`key function`. Previously, every element of
823 a list was wrapped with a temporary object that remembered the key value
824 associated with each element. Now, an array of keys and values are
825 sorted in parallel. This save the memory consumed by the sort wrappers,
826 and it saves time lost from during comparisons which where delegated
827 by the sort wrappers.
828
829 (Patch by Daniel Stuzback in :issue:`9915`.)
830
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000831* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +0000832 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000833 now uses the C speedups when the ``sort_keys`` argument is true.
834
835 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
836 Antoine Pitrou in :issue:`10314`.)
837
838* The fast-search algorithm in stringlib is now used by the :meth:`split`,
839 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
840 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
841 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
842 :meth:`rpartition`.
843
844 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
845
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000846There were several other minor optimizations. Set differencing now runs faster
847when one operand is much larger than the other (Patch by Andress Bennetts in
848:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
849(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
850has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
851multi-argument form of :func:`operator.attrgetter` now function runs slightly
852faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
853multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
854
Antoine Pitroud3052002010-09-15 15:09:40 +0000855
Victor Stinner47ce9652010-10-29 00:57:35 +0000856Unicode
857=======
Victor Stinner94908bb2010-08-18 21:23:25 +0000858
Alexander Belopolsky507e3f82010-12-02 00:05:57 +0000859Python has been updated to Unicode 6.0.0. The new features of the
860Unicode Standard that will affect Python users include:
861
862* adds 2,088 characters, including over 1,000 additional symbols—chief
Raymond Hettingerc74d5182010-12-02 01:38:25 +0000863 among them the additional emoji symbols, which are especially
864 important for mobile phones;
Alexander Belopolsky507e3f82010-12-02 00:05:57 +0000865
866* corrects character properties for existing characters including
Alexander Belopolsky507e3f82010-12-02 00:05:57 +0000867
Raymond Hettingerc74d5182010-12-02 01:38:25 +0000868 - a general category change to two Kannada characters (U+0CF1,
869 U+0CF2), which has the effect of making them newly eligible for
870 inclusion in identifiers;
871
872 - a general category change to one New Tai Lue numeric character
873 (U+19DA), which would have the effect of disqualifying it from
874 inclusion in identifiers unless grandfathering measures are in place
875 for the defining identifier syntax.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +0000876
Éric Araujo4234ad42010-09-05 17:32:25 +0000877The :mod:`os` module has two new functions: :func:`~os.fsencode` and
Victor Stinner47ce9652010-10-29 00:57:35 +0000878:func:`~os.fsdecode`. Add :data:`os.environb`: bytes version of
879:data:`os.environ`, :func:`os.getenvb` function and
880:data:`os.supports_bytes_environ` constant.
Victor Stinnere8d51452010-08-19 01:05:19 +0000881
Georg Brandl326c57d2010-11-26 12:10:06 +0000882``'mbcs'`` encoding doesn't ignore the error handler argument any more. By
Victor Stinner47ce9652010-10-29 00:57:35 +0000883default (strict mode), it raises an UnicodeDecodeError on undecodable byte
884sequence and UnicodeEncodeError on unencodable character. To get the ``'mbcs'``
885encoding of Python 3.1, use ``'ignore'`` error handler to decode and
886``'replace'`` error handler to encode. ``'mbcs'`` supports ``'strict'`` and
887``'ignore'`` error handlers for decoding, and ``'strict'`` and ``'replace'``
888for encoding.
889
890On Mac OS X, Python uses ``'utf-8'`` to decode the command line arguments,
891instead of the locale encoding (which is ISO-8859-1 if the ``LANG`` environment
892variable is not set).
893
894By default, tarfile uses ``'utf-8'`` encoding on Windows (instead of
895``'mbcs'``), and the ``'surrogateescape'`` error handler on all operating
896systems.
Antoine Pitroud3052002010-09-15 15:09:40 +0000897
Victor Stinner94908bb2010-08-18 21:23:25 +0000898
Georg Brandlda0a2112010-09-05 11:28:33 +0000899.. IDLE
900 ====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000901
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000902* The format menu now has an option to clean-up source files by strip trailing
903 whitespace (:issue:`5150`).
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000904
905
906Build and C API Changes
907=======================
908
909Changes to Python's build process and to the C API include:
910
Georg Brandlda0a2112010-09-05 11:28:33 +0000911* The C functions that access the Unicode Database now accept and return
912 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000913 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +0000914 in Python is that :func:`unicodedata.numeric` now returns the correct value
915 for large code points, and :func:`repr` may consider more characters as
916 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000917
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000918 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
919
Georg Brandlda0a2112010-09-05 11:28:33 +0000920* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +0000921 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +0000922 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000923
Georg Brandlda0a2112010-09-05 11:28:33 +0000924 (Contributed by Antoine Pitrou; :issue:`9203`.)
925
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +0000926* The option ``--with-wctype-functions`` was removed. The built-in unicode
927 database is now used for all functions.
928
929 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
930
Skip Montanaro961aaf52010-10-17 22:22:24 +0000931* Hash values are now values of a new type, Py_hash_t, which is defined to
932 be the same size as a pointer. Previously they were of type long, which
933 on some 64-bit operating systems is still only 32 bits long.
934
935 (Contributed by Benjamin Peterson; :issue:`9778`.)
936
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000937
Raymond Hettingerf558ddd2009-06-28 21:37:08 +0000938Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000939=====================
940
Georg Brandlda0a2112010-09-05 11:28:33 +0000941This section lists previously described changes and other bugfixes that may
942require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000943
Antoine Pitroucd889af2010-10-06 21:13:56 +0000944* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
945 are often incompatible with the 3.1 APIs.
946
Georg Brandl326c57d2010-11-26 12:10:06 +0000947* :class:`bytearray` objects cannot be used any more as filenames: convert them
Georg Brandlda0a2112010-09-05 11:28:33 +0000948 to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +0000949
Victor Stinner25e8ec42010-06-25 00:02:38 +0000950* PyArg_Parse*() functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +0000951
Victor Stinner25e8ec42010-06-25 00:02:38 +0000952 * "t#" format has been removed: use "s#" or "s*" instead
953 * "w" and "w#" formats has been removed: use "w*" instead
954
Georg Brandl60203b42010-10-06 10:11:56 +0000955* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
956 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +0000957 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +0000958 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +0000959
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000960 * The :func:`sys.setfilesystemencoding` function was removed because
961 it has a flawed design.