blob: f386d7ca3024355b685feb8a8ec1c9f567a2c7ab [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.
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000051It focuses on a few highlights and gives a few examples. For full details,
52see the :file:`Misc/NEWS` file.
53
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000054
Martin v. Löwis932e49e2010-12-04 13:49:32 +000055PEP 384: Defining a Stable ABI
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000056==============================
57
58In the past, extension modules built for one Python version were often
59not usable with other Python versions. Particularly on Windows, every
60feature release of Python required rebuilding all extension modules that
61one wanted to use. This requirement was the result of the free access to
62Python interpreter internals that extension modules could use.
63
64With Python 3.2, an alternative approach becomes available: extension
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000065modules which restrict themselves to a limited API (by defining
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000066Py_LIMITED_API) cannot use many of the internals, but are constrained
67to a set of API functions that are promised to be stable for several
68releases. As a consequence, extension modules built for 3.2 in that
69mode will also work with 3.3, 3.4, and so on. Extension modules that
70make use of details of memory structures can still be built, but will
71need to be recompiled for every feature release.
72
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000073.. seealso::
74
Georg Brandl65b2eb92010-12-05 11:42:38 +000075 :pep:`384` - Defining a Stable ABI
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000076 PEP written by Martin von Löwis.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000077
Raymond Hettingera5a35542010-12-05 00:39:18 +000078PEP 389: Argparse Command Line Parsing Module
79=============================================
80
81A new module for command line parsing, :mod:`argparse`, was introduced to
82overcome the limitations of :mod:`optparse` which did not provide support for
Raymond Hettinger677e10a2010-12-07 06:45:30 +000083positional arguments (not just options), subcommands, required options and other
Raymond Hettinger413abbc2010-12-05 07:06:47 +000084common patterns of specifying and validating options.
Raymond Hettingera5a35542010-12-05 00:39:18 +000085
86This module has already has wide-spread success in the community as a
87third-party module. Being more fully featured than its predecessor,
88:mod:`argparse`, is now the preferred module for command-line processing. The
89older module is still being kept available because of the substantial amount of
90legacy code that depends on it.
91
Raymond Hettinger677e10a2010-12-07 06:45:30 +000092Here's an annotated example parser showing features like limiting results to a
93set of choices, specifying a *metavar* in the help screen, validating that one
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +000094or more positional arguments is present, and making a required option::
Raymond Hettinger677e10a2010-12-07 06:45:30 +000095
96 import argparse
97 parser = argparse.ArgumentParser(
98 description = 'Manage servers', # main description for help
99 epilog = 'Tested on Solaris and Linux') # displayed after help
100 parser.add_argument('action', # argument name
101 choices = ['deploy', 'start', 'stop'], # one of four allowed values
102 help = 'action on each target') # help msg
103 parser.add_argument('targets',
104 metavar = 'HOSTNAME', # var name used in help msg
105 nargs = '+', # require 1 or more targets
106 help = 'url for target machines') # help msg explanation
107 parser.add_argument('-u', '--user', # -u or --user option
108 required = True, # make this a required argument
109 help = 'login as user')
110
111Example of calling the parser on a command string::
112
113 >>> cmd = 'deploy sneezy.example.com sleepy.example.com -u skycaptain'
114 >>> result = parser.parse_args(cmd.split())
115
116 >>> # parsed variable are stored in the attributes
117 >>> result.action
118 'deploy'
119 >>> result.targets
120 ['sneezy.example.com', 'sleepy.example.com']
121 >>> result.user
122 'skycaptain'
123
124Example of the parser's automatically generated help::
125
126 >>> parser.parse_args('-h'.split())
127
Raymond Hettinger3fcf0022010-12-08 01:13:53 +0000128 usage: manage_cloud.py [-h] -u USER
129 {deploy,start,stop} HOSTNAME [HOSTNAME ...]
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000130
131 Manage servers
132
133 positional arguments:
134 {deploy,start,stop} action on each target
135 HOSTNAME url for target machines
136
137 optional arguments:
138 -h, --help show this help message and exit
139 -u USER, --user USER login as user
140
141 Tested on Solaris and Linux
142
Raymond Hettingera5a35542010-12-05 00:39:18 +0000143
144.. seealso::
145
146 :pep:`389` - New Command Line Parsing Module
147 PEP written by Steven Bethard.
148
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000149 :ref:`upgrading-optparse-code` for details on the differences from
150 :mod:`optparse`.
151
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000152
Éric Araujo4234ad42010-09-05 17:32:25 +0000153PEP 391: Dictionary Based Configuration for Logging
154====================================================
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000155
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000156The :mod:`logging` module provided two kinds of configuration, one style with
157function calls for each option or another style driven by an external file saved
158in a :mod:`ConfigParser` format. Those options did not provide the flexibility
Georg Brandl9e75cad2010-09-06 06:45:47 +0000159to create configurations from JSON or YAML files, nor did they support
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000160incremental configuration, which is needed for specifying logger options from a
161command line.
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000162
163To support a more flexible style, the module now offers
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000164:func:`logging.config.dictConfig` for specifying logging configuration with
165plain Python dictionaries. The configuration options include formatters,
166handlers, filters, and loggers. Here's a working example of a configuration
167dictionary::
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000168
Georg Brandlda0a2112010-09-05 11:28:33 +0000169 {"version": 1,
170 "formatters": {"brief": {"format": "%(levelname)-8s: %(name)-15s: %(message)s"},
171 "full": {"format": "%(asctime)s %(name)-15s %(levelname)-8s %(message)s"},
172 },
173 "handlers": {"console": {
174 "class": "logging.StreamHandler",
175 "formatter": "brief",
176 "level": "INFO",
177 "stream": "ext://sys.stdout"},
178 "console_priority": {
179 "class": "logging.StreamHandler",
180 "formatter": "full",
181 "level": "ERROR",
182 "stream": "ext://sys.stderr"},
183 },
184 "root": {"level": "DEBUG", "handlers": ["console", "console_priority"]}}
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000185
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000186
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000187If that dictionary is stored in a file called :file:`conf.json`, it can loaded
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000188and called with code like this::
189
190 >>> import logging.config
191 >>> logging.config.dictConfig(json.load(open('conf.json', 'rb')))
192 >>> logging.info("Transaction completed normally")
193 >>> logging.critical("Abnormal termination")
194
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000195.. seealso::
196
197 :pep:`391` - Dictionary Based Configuration for Logging
198 PEP written by Vinay Sajip.
199
Georg Brandl97b20da2010-11-16 15:15:29 +0000200PEP 3148: The ``concurrent.futures`` module
201============================================
202
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000203Code for creating and managing concurrency is being collected in a new toplevel
204namespace, *concurrent*. Its first member is a *futures* package which provides
205a uniform high level interface for managing threads and processes.
206
207The design for :mod:`concurrent.futures` was inspired by
208*java.util.concurrent.package*. In that model, a running call and its result
209are represented by a :class:`~concurrent.futures.Future` object which abstracts
210features common to threads, processes, and remote procedure calls. That object
211supports status checks (running or done), timeouts, cancellations, adding
212callbacks, and access to results or exceptions.XS
213
214The primary offering of the new module is a pair of executor classes for
215launching and managing calls. The goal of the executors is to make it easier to
216use existing tools for making parallel calls. They save the effort needed to
217setup a pool of resources, launch the calls, create a results queue, add
218time-out handling, and limit the total number of threads, processes, or remote
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000219procedure calls.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000220
221Ideally, each application should share a single executor across multiple
222components so that process and thread limits can be centrally managed. This
223solves the design challenge that arises when each component has its own
224competing strategy for resource management.
225
Raymond Hettingerb1055192010-12-08 06:42:41 +0000226Both classes share a common interface with three methods:
227:meth:`~concurrent.futures.Executor.submit` for scheduling a callable and
228returning a :class:`~concurrent.futures.Future` object;
229:meth:`~concurrent.futures.Executor.map` for scheduling many asynchronous calls
230at time, and :meth:`~concurrent.futures.shutdown` for freeing resources. The
231class is a :term:`context manager` and can be used within a :keyword:`with`
232statement to assure that resources are automatically released when currently
233pending futures are done executing.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000234
Raymond Hettingerb1055192010-12-08 06:42:41 +0000235A simple of example of :class:`~concurrent.futures.ThreadPoolExecutor` is a
236launch of four parallel threads for copying directories::
237
238 import shutil
239 with ThreadPoolExecutor(max_workers=4) as e:
240 e.submit(shutil.copy, 'src1.txt', 'dest1.txt')
241 e.submit(shutil.copy, 'src2.txt', 'dest2.txt')
242 e.submit(shutil.copy, 'src3.txt', 'dest3.txt')
243 e.submit(shutil.copy, 'src3.txt', 'dest4.txt')
244
245Also see :ref:`code for threaded parallel URL reads<threadpoolexecutor-example>`
246for an example using threads to fetch multiple web pages in parallel.
247
248Or, for an example of :class:`~concurrent.futures.ProcessPoolExecutor`, see
249:ref:`code for computing prime numbers in
250parallel<processpoolexecutor-example>`.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000251
252.. seealso::
253
Raymond Hettingera5a35542010-12-05 00:39:18 +0000254 :pep:`3148` - Futures -- Execute Computations Asynchronously
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000255 PEP written by Brain Quinlan.
Georg Brandl97b20da2010-11-16 15:15:29 +0000256
Georg Brandlda0a2112010-09-05 11:28:33 +0000257
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000258PEP 3147: PYC Repository Directories
259=====================================
260
David Malcolm778645a2010-12-07 00:32:04 +0000261Python's scheme for caching bytecode in *.pyc* files did not work well in
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000262environments with multiple python interpreters. If one interpreter encountered
263a cached file created by another interpreter, it would recompile the source and
264overwrite the cached file, thus losing the benefits of caching.
265
266The issue of "pyc fights" has become more pronounced as it has become
Éric Araujo4234ad42010-09-05 17:32:25 +0000267commonplace for Linux distributions to ship with multiple versions of Python.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000268These conflicts also arise with CPython alternatives such as Unladen Swallow.
269
270To solve this problem, Python's import machinery has been extended to use
Éric Araujo4234ad42010-09-05 17:32:25 +0000271distinct filenames for each interpreter. Instead of Python 3.2 and Python 3.3 and
272Unladen Swallow each competing for a file called "mymodule.pyc", they will now
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000273look for "mymodule.cpython-32.pyc", "mymodule.cpython-33.pyc", and
Éric Araujo4234ad42010-09-05 17:32:25 +0000274"mymodule.unladen10.pyc". And to prevent all of these new files from
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000275cluttering source directories, the *pyc* files are now collected in a
276"__pycache__" directory stored under the package directory.
277
278Aside from the filenames and target directories, the new scheme has a few
279aspects that are visible to the programmer:
280
Georg Brandlda0a2112010-09-05 11:28:33 +0000281* Imported modules now have a :attr:`__cached__` attribute which stores the name
282 of the actual file that was imported:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000283
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000284 >>> import collections
285 >>> collections.__cached__
286 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000287
288* The tag that is unique to each interpreter is accessible from the :mod:`imp`
Georg Brandlda0a2112010-09-05 11:28:33 +0000289 module:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000290
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000291 >>> import imp
292 >>> imp.get_tag()
293 'cpython-32'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000294
295* Scripts that try to deduce source filename from the imported file now need to
296 be smarter. It is no longer sufficient to simply strip the "c" from a ".pyc"
297 filename. Instead, use the new functions in the :mod:`imp` module:
298
Georg Brandlda0a2112010-09-05 11:28:33 +0000299 >>> imp.source_from_cache('c:/py32/lib/__pycache__/collections.cpython-32.pyc')
300 'c:/py32/lib/collections.py'
301 >>> imp.cache_from_source('c:/py32/lib/collections.py')
302 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000303
304* The :mod:`py_compile` and :mod:`compileall` modules have been updated to
305 reflect the new naming convention and target directory.
306
307.. seealso::
308
309 :pep:`3147` - PYC Repository Directories
310 PEP written by Barry Warsaw.
311
Georg Brandlda0a2112010-09-05 11:28:33 +0000312
Georg Brandl3ad46752010-12-05 07:59:29 +0000313PEP 3149: ABI Version Tagged .so Files
314======================================
Georg Brandlf11c6c42010-09-03 22:20:58 +0000315
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000316The PYC repository directory allows multiple bytecode cache files to be
317co-located. This PEP implements a similar mechanism for shared object files by
318giving them a common directory and distinct names for each version.
Georg Brandlf11c6c42010-09-03 22:20:58 +0000319
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000320The common directory is "pyshared" and the file names are made distinct by
321identifying the Python implementation (such as CPython, PyPy, Jython, etc.), the
322major and minor version numbers, and optional build flags (such as "d" for
Éric Araujo4234ad42010-09-05 17:32:25 +0000323debug, "m" for pymalloc, "u" for wide-unicode). For an arbitrary package "foo",
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000324you may see these files when the distribution package is installed::
325
326 /usr/share/pyshared/foo.cpython-32m.so
327 /usr/share/pyshared/foo.cpython-33md.so
328
329In Python itself, the tags are accessible from functions in the :mod:`sysconfig`
330module::
331
332 >>> import sysconfig
333 >>> sysconfig.get_config_var('SOABI') # find the version tag
334 'cpython-32mu'
335 >>> sysconfig.get_config_var('SO') # find the full filename extension
336 'cpython-32mu.so'
337
338.. seealso::
339
340 :pep:`3149` - ABI Version Tagged .so Files
341 PEP written by Barry Warsaw.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000342
343
Raymond Hettinger3fcf0022010-12-08 01:13:53 +0000344Email
345=====
R. David Murray7c0a2272010-10-08 21:37:39 +0000346
Raymond Hettinger3fcf0022010-12-08 01:13:53 +0000347The email package has been extended to parse and generate email messages
R. David Murray7c0a2272010-10-08 21:37:39 +0000348in bytes format.
349
350* New functions :func:`~email.message_from_bytes` and
351 :func:`~email.message_from_binary_file`, and new classes
352 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
353 allow binary message data to be parsed into model objects.
354
355* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
356 will by default decode a message body that has a
Senthil Kumaran82270452010-10-15 13:29:33 +0000357 :mailheader:`Content-Transfer-Encoding` of ``8bit`` using the charset
358 specified in the MIME headers and return the resulting string.
R. David Murray7c0a2272010-10-08 21:37:39 +0000359
360* Given bytes input to the model, :class:`~email.generator.Generator` will
361 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
362 8bit to instead have a 7bit Content-Transfer-Encoding.
363
364* New class :class:`~email.generator.BytesGenerator` produces bytes
365 as output, preserving any unchanged non-ASCII data that was
366 present in the input used to build the model, including message bodies
367 with a :mailheader:`Content-Transfer-Encoding` of 8bit.
368
369 (Proposed and implemented by R. David Murray, :issue:`4661`.)
370
371
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000372Other Language Changes
373======================
374
375Some smaller changes made to the core Python language are:
376
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +0000377* :class:`bytes` and :class:`str` now have two net methods, *transform* and *untransform*.
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000378 These provided analogues to *encode* and *decode* but are used for general purpose
379 string-to-string and bytes-to-bytes transformations rather than Unicode codecs.
380
381 Along with the new methods, several non-unicode codecs been restored from Python 2.x
382 including *base64*, *bz2*, *hex*, *quopri*, *rot13*, *uu*, and *zlib*.
383
384 >>> t = b'which witch had which witches wrist watch'
385 >>> t.transform('quopri')
386 b'which=20witch=20had=20which=20witches=20wrist=20watch'
387
388 >>> short = t.transform('zlib_codec')
389 >>> len(t), len(short)
390 (41, 38)
391 >>> short.untransform('zlib_codec')
392 b'which witch had which witches wrist watch'
393
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000394 (From multiple contributors in :issue:`7475`.)
395
Raymond Hettingere5e1a982010-12-05 08:35:21 +0000396* String formatting for :func:`format` and :meth:`str.format` gained new
397 capabilities for the format character **#**. Previously, for integers in
398 binary, octal, or hexadecimal, it caused the output to be prefixed with '0b',
399 '0o', or '0x' respectively. Now it can also handle floats, complex, and
400 Decimal, causing the output to always have a decimal point even when no digits
401 follow it.
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000402
403 >>> format(20, '#o')
404 '0o24'
405 >>> format(12.34, '#5.0f')
406 ' 12.'
407
408 (Suggested by Mark Dickinson and implemented by Eric Smith in :issue:`7094`.)
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000409
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000410* The interpreter can now be started with a quiet option, ``-q``, to suppress
411 the copyright and version information in an interactive mode.
412
413 (Contributed by Marcin Wojdyr in issue:`1772833`).
414
Georg Brandlda0a2112010-09-05 11:28:33 +0000415* The :func:`hasattr` function used to catch and suppress any Exception. Now,
416 it only catches :exc:`AttributeError`. Under the hood, :func:`hasattr` works
417 by calling :func:`getattr` and throwing away the results. This is necessary
418 because dynamic attribute creation is possible using :meth:`__getattribute__`
Éric Araujo4234ad42010-09-05 17:32:25 +0000419 or :meth:`__getattr__`. If :func:`hasattr` were to just scan instance and class
Éric Araujocc6aac62010-09-07 21:35:35 +0000420 dictionaries it would miss the dynamic methods and make it difficult to
Georg Brandlda0a2112010-09-05 11:28:33 +0000421 implement proxy objects.
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000422
423 (Discovered by Yury Selivanov and fixed by Benjamin Peterson; :issue:`9666`.)
424
Éric Araujo4234ad42010-09-05 17:32:25 +0000425* The :func:`str` of a float or complex number is now the same as its
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000426 :func:`repr`. Previously, the :func:`str` form was shorter but that just
Éric Araujo4234ad42010-09-05 17:32:25 +0000427 caused confusion and is no longer needed now that the shortest possible
Georg Brandlda0a2112010-09-05 11:28:33 +0000428 :func:`repr` is displayed by default:
Raymond Hettingerbb734c62010-09-05 05:56:44 +0000429
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000430 >>> repr(math.pi)
431 '3.141592653589793'
432 >>> str(math.pi)
433 '3.141592653589793'
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000434
Georg Brandlda0a2112010-09-05 11:28:33 +0000435 (Proposed and implemented by Mark Dickinson; :issue:`9337`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000436
Antoine Pitroud3052002010-09-15 15:09:40 +0000437* :class:`memoryview` objects now have a :meth:`release()` method and support
438 the context manager protocol. This allows timely release of any resources
439 that were acquired when requesting a buffer from the original object.
440
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000441 >>> with memoryview(b'abcdefgh') as v:
442 ... print(v.tolist())
443 ...
444 [97, 98, 99, 100, 101, 102, 103, 104]
445
Antoine Pitroud3052002010-09-15 15:09:40 +0000446 (Added by Antoine Pitrou; :issue:`9757`.)
447
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000448* Mark Dickinson crafted an elegant and efficient scheme for assuring that
449 different numeric datatypes will have the same hash value whenever their
450 actual values are equal::
451
452 >>> assert hash(Fraction(3, 2)) == hash(1.5) == \
453 hash(Decimal("1.5")) == hash(complex(1.5, 0))
454
455 (See :issue:`8188`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000456
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000457* Previously it was illegal to delete a name from the local namespace if it
458 occurs as a free variable in a nested block::
459
460 >>> def outer(x):
461 ... def inner():
462 ... return x
463 ... inner()
464 ... del x
465
466 This is now allowed. Remember that the target of an :keyword:`except` clause
467 is cleared, so this code which used to work with Python 2.6, raised a
468 :exc:`SyntaxError` with Python 3.1 and now works again::
469
470 >>> def f():
471 ... def print_error():
472 ... print(e)
473 ... try:
474 ... something
475 ... except Exception as e:
476 ... print_error()
477 ... # implicit "del e" here
478
479 (See :issue:`4617`.)
480
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000481* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000482 emitted when potential issues with resource consumption or cleanup
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000483 are detected. It is silenced by default in normal release builds, but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000484 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000485 module, or on the command line.
486
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000487 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000488 :data:`gc.garbage` list isn't empty. This is meant to make the programmer
489 aware that their code contains object finalization issues.
490
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000491 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000492 without having been explicitly closed. While the deallocator for such
493 object ensures it closes the underlying operating system resource
494 (usually, a file descriptor), the delay in deallocating the object could
495 produce various issues, especially under Windows. Here is an example
496 of enabling the warning from the command line::
497
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000498 $ ./python -q -Wdefault
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000499 >>> f = open("foo", "wb")
500 >>> del f
501 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000502
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000503 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000504
Raymond Hettingera0266332010-12-07 08:52:41 +0000505* :class:`range` objects now support *index* and *count* methods. This is part
506 of an effort to make more objects fully implement the
507 :class:`collections.Sequence` :term:`abstract base class`. As a result, the
508 language will have a more uniform API. In addition, :class:`range` objects
509 now support slicing and negative indices. This makes *range* more
510 interoperable with lists.
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000511
512 (Contributed by Daniel Stuzback in :issue:`9213` and by Alexander Belopolsky
513 in :issue:`2690`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000514
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000515* The :func:`callable` builtin function from Py2.x was resurrected. It provides
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000516 a concise, readable alternative to using an :term:`abstract base class` in an
517 expression like ``isinstance(x, collections.Callable)``.
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000518
519 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000520
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000521New, Improved, and Deprecated Modules
522=====================================
523
Éric Araujo4234ad42010-09-05 17:32:25 +0000524* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000525 calls. :func:`functools.lru_cache` can save repeated queries to an external
526 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000527
Raymond Hettinger86f96132010-08-06 23:23:49 +0000528 For example, adding a caching decorator to a database query function can save
529 database accesses for popular searches::
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000530
Georg Brandlda0a2112010-09-05 11:28:33 +0000531 @functools.lru_cache(maxsize=300)
532 def get_phone_number(name):
533 c = conn.cursor()
534 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
535 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000536
Georg Brandlda0a2112010-09-05 11:28:33 +0000537 >>> for name in user_requests:
Raymond Hettinger7496b412010-11-30 19:15:45 +0000538 ... get_phone_number(name) # cached lookup
539
540 To help with choosing an effective cache size, the wrapped function is
541 instrumented for tracking cache statistics:
542
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000543 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000544 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000545
Raymond Hettingerf3098282010-08-15 03:30:45 +0000546 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000547 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000548
Georg Brandlda0a2112010-09-05 11:28:33 +0000549 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000550
Raymond Hettinger6e353942010-12-04 23:42:12 +0000551 (Contributed by Raymond Hettinger and incorporating design ideas from
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000552 Jim Baker, Miki Tebeka, and Nick Coghlan.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000553
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000554* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
555 pointing to the original callable function. This allows wrapped functions to
556 be introspected. It also copies :attr:`__annotations__` if defined. And now
557 it also gracefully skips over missing attributes such as :attr:`__doc__` which
558 might not be defined for the wrapped callable.
559
560 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
561 :issue:`8814`.)
562
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000563* The :mod:`itertools` module has a new :func:`~itertools.accumulate` function
Raymond Hettingera5a35542010-12-05 00:39:18 +0000564 modeled on APL's *scan* operator and on Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000565
566 >>> list(accumulate(8, 2, 50))
567 [8, 10, 60]
568
569 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
570 >>> list(accumulate(prob_dist)) # cumulative probability distribution
571 [0.1, 0.5, 0.7, 1.0]
572
573 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
574 the random module <random-examples>`.
575
576 (Contributed by Raymond Hettinger and incorporating design suggestions
577 from Mark Dickinson.)
578
Raymond Hettingera0266332010-12-07 08:52:41 +0000579* The :mod:`nntplib` module gets a revamped implementation with better bytes and
580 unicode semantics as well as more practical APIs. These improvements break
581 compatibility with the nntplib version in Python 3.1, which was partly
582 dysfunctional in itself.
Antoine Pitroucd889af2010-10-06 21:13:56 +0000583
584 (Contributed by Antoine Pitrou in :issue:`9360`)
585
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000586* The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
587 :func:`~abc.abstractstaticmethod`.
588
Raymond Hettingera5a35542010-12-05 00:39:18 +0000589 These tools make it possible to define an :term:`Abstract Base Class` that
590 requires a particular :func:`classmethod` or :func:`staticmethod` to be
591 implemented.
592
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000593 (Patch submitted by Daniel Urban; :issue:`5867`.)
594
Georg Brandlda0a2112010-09-05 11:28:33 +0000595* The previously deprecated :func:`contextlib.nested` function has been removed
596 in favor of a plain :keyword:`with` statement which can accept multiple
597 context managers. The latter technique is faster (because it is built-in),
598 and it does a better job finalizing multiple context managers when one of them
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000599 raises an exception::
600
601 >>> with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
602 ... for line in infile:
603 ... if '<critical>' in line:
604 ... outfile.write(line)
Antoine Pitroud67075e2010-07-31 22:48:02 +0000605
606 (Contributed by Georg Brandl and Mattias Brändström;
607 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)
608
Georg Brandlda0a2112010-09-05 11:28:33 +0000609* The :class:`ftplib.FTP` class now supports the context manager protocol to
Éric Araujo4234ad42010-09-05 17:32:25 +0000610 unconditionally consume :exc:`socket.error` exceptions and to close the FTP
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000611 connection when done::
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000612
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000613 >>> from ftplib import FTP
614 >>> with FTP("ftp1.at.proftpd.org") as ftp:
615 ... ftp.login()
616 ... ftp.dir()
617 ...
618 '230 Anonymous login ok, restrictions apply.'
619 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
620 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
621 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
622 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000623
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000624 Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
625 also grew auto-closing context managers::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +0000626
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000627 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
628 for line in f:
629 process(line)
Georg Brandlda0a2112010-09-05 11:28:33 +0000630
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000631 (Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
632 by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +0000633
Georg Brandl3ad46752010-12-05 07:59:29 +0000634.. mention os.popen and subprocess.Popen auto-closing of fds
635
Raymond Hettingera0266332010-12-07 08:52:41 +0000636* :class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
637 :term:`abstract base class` (except for ``truncate()``). It also has a
638 :meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
639 zero-padded file objects.
Antoine Pitroucd889af2010-10-06 21:13:56 +0000640
641 The :mod:`gzip` module also gains the :func:`~gzip.compress` and
642 :func:`~gzip.decompress` functions for easier in-memory compression and
643 decompression.
644
Raymond Hettingera0266332010-12-07 08:52:41 +0000645 Keep in mind that text needs to be encoded in to bytes before compressing
646 and decompressing:
647
648 >>> s = 'Three shall be the number thou shalt count, '
649 >>> s += 'and the number of the counting shall be three'
650 >>> b = s.encode() # convert to utf-8
651 >>> len(b)
652 89
653 >>> c = gzip.compress(b)
654 >>> len(c)
655 77
656 >>> gzip.decompress(c).decode()[:43] # decompress and convert to text
657 'Three shall be the number thou shalt count, '
658
659 (Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
660 Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
661 :issue:`2846`.)
Antoine Pitroucd889af2010-10-06 21:13:56 +0000662
Andrew M. Kuchling4ea04a32010-08-18 22:30:34 +0000663* The :mod:`os` module now has the :const:`ST_RDONLY` and :const:`ST_NOSUID`
Raymond Hettingera0266332010-12-07 08:52:41 +0000664 constants for use with the :func:`~os.statvfs` function.
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000665
Andrew M. Kuchling4ea04a32010-08-18 22:30:34 +0000666 (Patch by Adam Jackson; :issue:`7647`.)
667
Amaury Forgeot d'Arc4b6fdf32010-09-07 21:31:17 +0000668* :func:`os.getppid` is now supported on Windows. Note that it will continue to
669 return the same pid even after the parent process has exited.
670
671 (Patch by Jon Anglin; :issue:`6394`.)
672
Antoine Pitroud67075e2010-07-31 22:48:02 +0000673* The :func:`shutil.copytree` function has two new options:
674
Raymond Hettingerdb9044e2010-09-06 01:29:23 +0000675 * *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
676 copies the file pointed to by the symlink, not the symlink itself. This
Georg Brandlda0a2112010-09-05 11:28:33 +0000677 option will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000678
Raymond Hettingerdb9044e2010-09-06 01:29:23 +0000679 * *copy_function*: is a callable that will be used to copy files.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000680 :func:`shutil.copy2` is used by default.
681
682 (Contributed by Tarek Ziadé.)
683
Georg Brandlda0a2112010-09-05 11:28:33 +0000684* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
685 the socket into closed state without actually closing the underlying file
686 descriptor. The latter can then be reused for other purposes.
Antoine Pitroue43f9d02010-08-08 23:24:50 +0000687
688 (Added by Antoine Pitrou; :issue:`8524`.)
689
Raymond Hettingerd881f312010-09-05 08:54:32 +0000690* The :mod:`sqlite3` module has two new capabilities.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000691
Georg Brandlda0a2112010-09-05 11:28:33 +0000692 The :attr:`Connection.in_transit` attribute is true if there is an active
693 transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000694
Raymond Hettingerd881f312010-09-05 08:54:32 +0000695 The :meth:`Connection.enable_load_extension` and
696 :meth:`Connection.load_extension` methods allows you to load SQLite extensions
697 from ".so" files. One well-known extension is the fulltext-search extension
698 distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000699
Georg Brandlda0a2112010-09-05 11:28:33 +0000700 (Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
Antoine Pitroud67075e2010-07-31 22:48:02 +0000701
Georg Brandlda0a2112010-09-05 11:28:33 +0000702* The :mod:`ssl` module has a new class, :class:`~ssl.SSLContext` which serves
703 as a container for various persistent SSL data, such as protocol settings,
704 certificates, private keys, and various other options. The
705 :meth:`~ssl.SSLContext.wrap_socket` method allows to create an SSL socket from
706 such an SSL context. (Added by Antoine Pitrou; :issue:`8550`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000707
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +0000708 A new function, :func:`ssl.match_hostname`, helps implement server identity
709 verification for higher-level protocols by implementing the rules of
710 HTTPS (from :rfc:`2818`), which are also suitable for other protocols.
711 (Added by Antoine Pitrou, :issue:`1589`).
712
Georg Brandlda0a2112010-09-05 11:28:33 +0000713 The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
714 argument that's a string listing the encryption algorithms to be allowed; the
715 format of the string is described `in the OpenSSL documentation
716 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__. (Added
717 by Antoine Pitrou; :issue:`8322`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000718
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000719 When linked against a recent enough version of OpenSSL, the :mod:`ssl`
720 module now supports the Server Name Indication extension to the TLS
721 protocol, allowing for several "virtual hosts" using different certificates
722 on a single IP/port. This extension is only supported in client mode,
723 and is activated by passing the *server_hostname* argument to
724 :meth:`SSLContext.wrap_socket`.
725 (Added by Antoine Pitrou, :issue:`5639`.)
726
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000727 Various options have been added to the :mod:`ssl` module, such as
Georg Brandlda0a2112010-09-05 11:28:33 +0000728 :data:`~ssl.OP_NO_SSLv2` which allows to force disabling of the insecure and
729 obsolete SSLv2 protocol. (Added by Antoine Pitrou; :issue:`4870`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000730
Georg Brandlda0a2112010-09-05 11:28:33 +0000731 Another change makes the extension load all of OpenSSL's ciphers and digest
732 algorithms so that they're all available. Some SSL certificates couldn't be
733 verified, reporting an "unknown algorithm" error. (Reported by Beda Kosata,
734 and fixed by Antoine Pitrou; :issue:`8484`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000735
Georg Brandlda0a2112010-09-05 11:28:33 +0000736 The version of OpenSSL being used is now available as the module attributes
737 :data:`ssl.OPENSSL_VERSION` (a string), :data:`ssl.OPENSSL_VERSION_INFO` (a
738 5-tuple), and :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer). (Added by
739 Antoine Pitrou; :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000740
Antoine Pitrouafb078d2010-11-05 22:18:28 +0000741* :class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
742 and :func:`urllib.request.urlopen` now take optional arguments to allow for
743 server certificate checking against a set of Certificate Authorities,
744 as recommended in public uses of HTTPS.
745 (Added by Antoine Pitrou, :issue:`9003`.)
746
Raymond Hettingera0266332010-12-07 08:52:41 +0000747* The command-line call, ``python -m unittest`` can now accept file paths
748 instead of module names for running specific tests (:issue:`10620`). The new
749 test discovery can find tests within packages, locating any test importable
750 from the top level directory. The top level directory can be specified with
751 the `-t` option, a pattern for matching files with ``-p``, and a directory to
752 start discovery with ``-s``::
753
754 $ python -m unittest discover -s my_proj_dir -p '_test.py'
755
756 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +0000757
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000758* The :mod:`unittest` module has two new methods,
759 :meth:`~unittest.TestCase.assertWarns` and
760 :meth:`~unittest.TestCase.assertWarnsRegex` to check that a given warning type
Raymond Hettinger413abbc2010-12-05 07:06:47 +0000761 is triggered by the code under test:
Antoine Pitroud3052002010-09-15 15:09:40 +0000762
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000763 >>> with self.assertWarns(DeprecationWarning):
764 ... legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +0000765
Raymond Hettingera0266332010-12-07 08:52:41 +0000766 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to compare two iterables
767 to determine if their element counts are equal (are the same elements present
768 the same number of times::
769
770 def test_anagram(self):
771 self.assertCountEqual('algorithm', 'logarithm')
772
773 A principal feature of the unittest module is an effort to produce meaningful
774 diagnostics when a test fails. When possible the failure is recorded along
775 with a diff of the output. This is especially helpful for analyzing log files
776 of failed test runs. However, since diffs can sometime be voluminous, there is
777 a new :attr:`~unittest.TestCase.maxDiff` attribute which sets maximum length of
778 diffs.
779
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +0000780 In addition the naming in the module has undergone a number of clean-ups. For
Raymond Hettingera0266332010-12-07 08:52:41 +0000781 example, :meth:`~unittest.TestCase.assertRegex` is the new name for
782 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
783 test uses :func:`re.search`, not :func:`re.match`.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000784
785 To improve consistency, some of long-standing method aliases are being
786 deprecated in favor of the preferred names:
787
788 - replace :meth:`assert_` with :meth:`.assertTrue`
789 - replace :meth:`assertEquals` with :meth:`.assertEqual`
790 - replace :meth:`assertNotEquals` with :meth:`.assertNotEqual`
791 - replace :meth:`assertAlmostEquals` with :meth:`.assertAlmostEqual`
792 - replace :meth:`assertNotAlmostEquals` with :meth:`.assertNotAlmostEqual`
793
794 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
795 to be removed in Python 3.3. See also the :ref:`deprecated-aliases` section in
796 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +0000797
798 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +0000799
Georg Brandlda0a2112010-09-05 11:28:33 +0000800* The previously deprecated :func:`string.maketrans` function has been removed
801 in favor of the static methods, :meth:`bytes.maketrans` and
Raymond Hettingerf558ddd2009-06-28 21:37:08 +0000802 :meth:`bytearray.maketrans`. This change solves the confusion around which
Georg Brandlda0a2112010-09-05 11:28:33 +0000803 types were supported by the :mod:`string` module. Now, :class:`str`,
Raymond Hettingerf558ddd2009-06-28 21:37:08 +0000804 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
Georg Brandlda0a2112010-09-05 11:28:33 +0000805 **translate** methods with intermediate translation tables of the appropriate
806 type.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000807
Raymond Hettingerf558ddd2009-06-28 21:37:08 +0000808 (Contributed by Georg Brandl; :issue:`5675`.)
809
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +0000810* :class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
811 :class:`ssl.SSLContext` object allowing bundling SSL configuration options,
812 certificates and private keys into a single (potentially long-lived)
813 structure.
814
815 (Contributed by Giampaolo Rodolà; :issue:`8807`.)
816
Giampaolo Rodolàb383dbb2010-09-08 22:44:12 +0000817* :func:`socket.create_connection` now supports the context manager protocol
818 to unconditionally consume :exc:`socket.error` exceptions and to close the
819 socket when done.
820
821 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
822
Giampaolo Rodolà977c7072010-10-04 21:08:36 +0000823* :class:`asyncore.dispatcher` now provides a
824 :meth:`~asyncore.dispatcher.handle_accepted()` method
825 returning a `(sock, addr)` pair which is called when a connection has actually
826 been established with a new remote endpoint. This is supposed to be used as a
827 replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
828 the user to call :meth:`~asyncore.dispatcher.accept()` directly.
829
830 (Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +0000831
Nick Coghlan543af752010-10-24 11:23:25 +0000832* The :mod:`tempfile` module has a new context manager,
833 :class:`~tempfile.TemporaryDirectory` which provides easy deterministic
Raymond Hettingera0266332010-12-07 08:52:41 +0000834 cleanup of temporary directories:
835
836 >>> with tempfile.TemporaryDirectory() as tmpdirname:
837 ... print 'created temporary directory', tmpdirname
Nick Coghlan543af752010-10-24 11:23:25 +0000838
839 (Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
840
R. David Murray7dff9e02010-11-08 17:15:13 +0000841* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
842 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
843 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
844 :class:`~email.message.Message` object and can optionally obtain the
845 *from_addr* and *to_addrs* addresses directly from the object.
846
847 (Contributed by R. David Murray, :issue:`10321`.)
848
Nick Coghlane0f04652010-11-21 03:44:04 +0000849* The :mod:`inspect` module has a new function :func:`getgenatorstate`
850 to easily identify the current state of a generator as one of
851 ``GEN_CREATED``, ``GEN_RUNNING``, ``GEN_SUSPENDED`` or ``GEN_CLOSED``.
852
853 (Contributed by Rodolpho Eckhardt and Nick Coghlan, :issue:`10220`.)
854
Raymond Hettinger3fcf0022010-12-08 01:13:53 +0000855.. XXX: notes on new random.seed() version 2
Raymond Hettingere5e1a982010-12-05 08:35:21 +0000856.. XXX: Create a new section for all changes relating to context managers.
857.. XXX: Various ConfigParser changes
Nick Coghlane0f04652010-11-21 03:44:04 +0000858.. XXX: Mention inspect.getattr_static (Michael Foord)
Nick Coghlan9fc443c2010-11-30 15:48:08 +0000859.. XXX: Mention urllib.parse changes
860 Issue 9873 (Nick Coghlan):
861 - ASCII byte sequence support in URL parsing
862 - named tuple for urldefrag return value
863 Issue 5468 (Dan Mahn) for urlencode:
864 - bytes input support
865 - non-UTF8 percent encoding of non-ASCII characters
866 Issue 2987 for IPv6 (RFC2732) support in urlparse
Nick Coghlane0f04652010-11-21 03:44:04 +0000867
Nick Coghlan7bb30b72010-12-03 09:29:11 +0000868* The :mod:`pydoc` module now provides a much improved Web server interface,
869 as well as a new command-line option to automatically open a browser
870 window to display that server.
871
872 (Contributed by Ron Adam; :issue:`2001`.)
873
Raymond Hettinger3f9734c2010-12-07 01:47:52 +0000874* The new :mod:`sysconfig` module makes it straight-forward to discover
875 installation paths and configuration variables which vary across platforms and
876 installs.
877
878 The module offers access simple access functions for platform and version
879 information:
880
881 * :func:`~sysconfig.get_platform` returning values like *linux-i586* or
882 *macosx-10.6-ppc*.
883 * :func:`~sysconfig.get_python_version` returns a Python version string in
884 the form, "3.2".
885
886 It also provides access to the paths and variables corresponding to one of
887 seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
888 *posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
889
890 * :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
891 for the current installation scheme.
892 * :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
893 variables.
894
895 There is also a convenient command-line interface::
896
897 C:\Python32>python -m sysconfig
898 Platform: "win32"
899 Python version: "3.2"
900 Current installation scheme: "nt"
901
902 Paths:
903 data = "C:\Python32"
904 include = "C:\Python32\Include"
905 platinclude = "C:\Python32\Include"
906 platlib = "C:\Python32\Lib\site-packages"
907 platstdlib = "C:\Python32\Lib"
908 purelib = "C:\Python32\Lib\site-packages"
909 scripts = "C:\Python32\Scripts"
910 stdlib = "C:\Python32\Lib"
911
912 Variables:
913 BINDIR = "C:\Python32"
914 BINLIBDEST = "C:\Python32\Lib"
915 EXE = ".exe"
916 INCLUDEPY = "C:\Python32\Include"
917 LIBDEST = "C:\Python32\Lib"
918 SO = ".pyd"
919 VERSION = "32"
920 abiflags = ""
921 base = "C:\Python32"
922 exec_prefix = "C:\Python32"
923 platbase = "C:\Python32"
924 prefix = "C:\Python32"
925 projectbase = "C:\Python32"
Raymond Hettinger3fcf0022010-12-08 01:13:53 +0000926 py_version = "3.2"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +0000927 py_version_nodot = "32"
928 py_version_short = "3.2"
929 srcdir = "C:\Python32"
930 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
931
Raymond Hettingerb5d79332010-12-07 02:04:56 +0000932* The :mod:`pdb` debugger module gained a number of usability improvements:
933
934 - :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
935 :file:`.pdbrc` script file.
936 - A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
937 that continue debugging.
938 - The :class:`Pdb` class constructor now accepts a *nosigint* argument.
939 - new commands: ``l(list)``, ``ll(long list`` and ``source`` for
940 listing source code.
941 - new commands: ``display`` and ``undisplay`` for showing or hiding
942 the value of an expression if it has changed.
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +0000943 - new command: ``interact`` for starting an interactive interpreter containing
Raymond Hettingerb5d79332010-12-07 02:04:56 +0000944 the global and local names found in the current scope.
945 - breakpoints can be cleared by breakpoint number
946
Raymond Hettinger3f9734c2010-12-07 01:47:52 +0000947
Antoine Pitroud42bc512009-11-10 23:18:31 +0000948Multi-threading
949===============
950
Georg Brandlda0a2112010-09-05 11:28:33 +0000951* The mechanism for serializing execution of concurrently running Python threads
952 (generally known as the GIL or Global Interpreter Lock) has been rewritten.
953 Among the objectives were more predictable switching intervals and reduced
954 overhead due to lock contention and the number of ensuing system calls. The
955 notion of a "check interval" to allow thread switches has been abandoned and
956 replaced by an absolute duration expressed in seconds. This parameter is
957 tunable through :func:`sys.setswitchinterval()`. It currently defaults to 5
958 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +0000959
960 Additional details about the implementation can be read from a `python-dev
961 mailing-list message
962 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +0000963 (however, "priority requests" as exposed in this message have not been kept
964 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +0000965
Georg Brandl5e73a812010-04-22 07:02:51 +0000966 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +0000967
Antoine Pitrou5bab5082009-11-13 22:58:45 +0000968* Recursive locks (created with the :func:`threading.RLock` API) now benefit
Georg Brandlda0a2112010-09-05 11:28:33 +0000969 from a C implementation which makes them as fast as regular locks, and between
970 10x and 15x faster than their previous pure Python implementation.
Antoine Pitrou5bab5082009-11-13 22:58:45 +0000971
972 (Contributed by Antoine Pitrou; :issue:`3001`.)
973
Georg Brandlda0a2112010-09-05 11:28:33 +0000974* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettinger09e4ebb2010-09-06 19:55:51 +0000975 :meth:`acquire` method. (Contributed by Antoine Pitrou; :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +0000976
Antoine Pitroue95a9ff2010-05-04 23:31:41 +0000977 Similarly, :meth:`threading.Semaphore.acquire` also gains a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +0000978 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +0000979
Antoine Pitroud42bc512009-11-10 23:18:31 +0000980
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000981Optimizations
982=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000983
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000984A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000985
Antoine Pitroud3052002010-09-15 15:09:40 +0000986* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000987 being a test for membership in a set of constants. The optimizer recasts the
988 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
989
990 Now that the speed penalty is gone, it is practical to start writing
991 membership tests using set-notation. This style is both semantically clear
992 and operationally fast::
993
994 extension = name.rpartition('.')[2]
995 if extension in {'xml', 'html', 'xhtml', 'css'}:
996 handle(name)
997
998 (Patch and additional tests by Dave Malcolm; :issue:`6690`).
999
Antoine Pitroud3052002010-09-15 15:09:40 +00001000* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001001 several times faster.
1002
1003 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00001004 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001005
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001006* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
1007 :meth:`list.sort` and :func:`sorted` now runs faster and used less memory
1008 when called with a :term:`key function`. Previously, every element of
1009 a list was wrapped with a temporary object that remembered the key value
1010 associated with each element. Now, an array of keys and values are
1011 sorted in parallel. This save the memory consumed by the sort wrappers,
1012 and it saves time lost from during comparisons which where delegated
1013 by the sort wrappers.
1014
1015 (Patch by Daniel Stuzback in :issue:`9915`.)
1016
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001017* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00001018 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001019 now uses the C speedups when the ``sort_keys`` argument is true.
1020
1021 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
1022 Antoine Pitrou in :issue:`10314`.)
1023
1024* The fast-search algorithm in stringlib is now used by the :meth:`split`,
1025 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
1026 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
1027 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
1028 :meth:`rpartition`.
1029
1030 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
1031
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001032There were several other minor optimizations. Set differencing now runs faster
1033when one operand is much larger than the other (Patch by Andress Bennetts in
1034:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
1035(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
1036has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
1037multi-argument form of :func:`operator.attrgetter` now function runs slightly
1038faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
1039multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
1040
Antoine Pitroud3052002010-09-15 15:09:40 +00001041
Victor Stinner47ce9652010-10-29 00:57:35 +00001042Unicode
1043=======
Victor Stinner94908bb2010-08-18 21:23:25 +00001044
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001045Python has been updated to Unicode 6.0.0. The new features of the
1046Unicode Standard that will affect Python users include:
1047
1048* adds 2,088 characters, including over 1,000 additional symbols—chief
Raymond Hettingerc74d5182010-12-02 01:38:25 +00001049 among them the additional emoji symbols, which are especially
1050 important for mobile phones;
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001051
1052* corrects character properties for existing characters including
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001053
Raymond Hettingerc74d5182010-12-02 01:38:25 +00001054 - a general category change to two Kannada characters (U+0CF1,
1055 U+0CF2), which has the effect of making them newly eligible for
1056 inclusion in identifiers;
1057
1058 - a general category change to one New Tai Lue numeric character
1059 (U+19DA), which would have the effect of disqualifying it from
1060 inclusion in identifiers unless grandfathering measures are in place
1061 for the defining identifier syntax.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001062
Éric Araujo4234ad42010-09-05 17:32:25 +00001063The :mod:`os` module has two new functions: :func:`~os.fsencode` and
Victor Stinner47ce9652010-10-29 00:57:35 +00001064:func:`~os.fsdecode`. Add :data:`os.environb`: bytes version of
1065:data:`os.environ`, :func:`os.getenvb` function and
1066:data:`os.supports_bytes_environ` constant.
Victor Stinnere8d51452010-08-19 01:05:19 +00001067
Georg Brandl326c57d2010-11-26 12:10:06 +00001068``'mbcs'`` encoding doesn't ignore the error handler argument any more. By
Victor Stinner47ce9652010-10-29 00:57:35 +00001069default (strict mode), it raises an UnicodeDecodeError on undecodable byte
1070sequence and UnicodeEncodeError on unencodable character. To get the ``'mbcs'``
1071encoding of Python 3.1, use ``'ignore'`` error handler to decode and
1072``'replace'`` error handler to encode. ``'mbcs'`` supports ``'strict'`` and
1073``'ignore'`` error handlers for decoding, and ``'strict'`` and ``'replace'``
1074for encoding.
1075
1076On Mac OS X, Python uses ``'utf-8'`` to decode the command line arguments,
1077instead of the locale encoding (which is ISO-8859-1 if the ``LANG`` environment
1078variable is not set).
1079
1080By default, tarfile uses ``'utf-8'`` encoding on Windows (instead of
1081``'mbcs'``), and the ``'surrogateescape'`` error handler on all operating
1082systems.
Antoine Pitroud3052002010-09-15 15:09:40 +00001083
Victor Stinner94908bb2010-08-18 21:23:25 +00001084
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001085Documentation
1086=============
1087
1088The documentation continues to be improved.
1089
1090A table of quick links has been added to the top of lengthy sections such as
1091:ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
1092accompanied by tables of cheatsheet-style summaries to provide an overview and
1093memory jog without having to read all of the docs.
1094
1095In some cases, the pure python source code can be helpful adjunct to the docs,
1096so now some modules feature quick links to the latest version of the source
1097code. For example, the :mod:`functools` module documentation has a quick link
1098at the top labeled :source:`functools Python source code <Lib/functools.py>`.
1099
1100The docs now contain more examples and recipes. In particular, :mod:`re` module
1101has an extensive section, :ref:`re-examples`. Likewise, the :mod:`itertools`
1102module continues to be updated with new :ref:`itertools-recipes`.
1103
Raymond Hettinger677e10a2010-12-07 06:45:30 +00001104The :mod:`datetime` module now has an auxiliary implementation in pure Python.
1105No functionality was changed. This just provides an easier-to-read
1106alternate implementation. (Contributed by Alexander Belopolsky.)
1107
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001108
1109IDLE
1110====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001111
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001112* The format menu now has an option to clean-up source files by strip trailing
1113 whitespace (:issue:`5150`).
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001114
1115
1116Build and C API Changes
1117=======================
1118
1119Changes to Python's build process and to the C API include:
1120
Georg Brandlda0a2112010-09-05 11:28:33 +00001121* The C functions that access the Unicode Database now accept and return
1122 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001123 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00001124 in Python is that :func:`unicodedata.numeric` now returns the correct value
1125 for large code points, and :func:`repr` may consider more characters as
1126 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001127
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001128 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
1129
Georg Brandlda0a2112010-09-05 11:28:33 +00001130* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00001131 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00001132 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001133
Georg Brandlda0a2112010-09-05 11:28:33 +00001134 (Contributed by Antoine Pitrou; :issue:`9203`.)
1135
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00001136* The option ``--with-wctype-functions`` was removed. The built-in unicode
1137 database is now used for all functions.
1138
1139 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
1140
Skip Montanaro961aaf52010-10-17 22:22:24 +00001141* Hash values are now values of a new type, Py_hash_t, which is defined to
1142 be the same size as a pointer. Previously they were of type long, which
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001143 on some 64-bit operating systems is still only 32 bits long. As a result
1144 of this fix, :class:`set` and :class:`dict` can now hold more than ``2**32``
1145 entries on builds with 64-bit pointers (previously, they could grow to
1146 that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00001147
1148 (Contributed by Benjamin Peterson; :issue:`9778`.)
1149
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001150
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00001151Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001152=====================
1153
Georg Brandlda0a2112010-09-05 11:28:33 +00001154This section lists previously described changes and other bugfixes that may
1155require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001156
Antoine Pitroucd889af2010-10-06 21:13:56 +00001157* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
1158 are often incompatible with the 3.1 APIs.
1159
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001160* :class:`bytearray` objects can no longer be used as filenames; instead,
1161 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00001162
Victor Stinner25e8ec42010-06-25 00:02:38 +00001163* PyArg_Parse*() functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00001164
Victor Stinner25e8ec42010-06-25 00:02:38 +00001165 * "t#" format has been removed: use "s#" or "s*" instead
1166 * "w" and "w#" formats has been removed: use "w*" instead
1167
Georg Brandl60203b42010-10-06 10:11:56 +00001168* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
1169 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00001170 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00001171 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00001172
Raymond Hettinger6f04adc2010-12-04 22:56:25 +00001173 * The :func:`sys.setfilesystemencoding` function was removed because
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001174 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00001175
1176 * The :func:`random.seed` function and method now performing salting for
1177 string seeds. To access the previous version of *seed* in order to
1178 reproduce Python 3.1 sequences, set the *version* argument to *1*,
1179 ``random.seed(s, version=1)``.