blob: 41e2e58c293bfcd9a71948a0d7b739868507e03e [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
Raymond Hettingerffad35e2010-12-14 21:12:03 +000050This article explains the new features in Python 3.2 as compared to 3.1. It
51focuses on a few highlights and gives a few examples. For full details, see the
52:source:`Misc/NEWS <Misc/NEWS>` file.
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000053
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
Raymond Hettingerb1ff4022010-12-08 11:19:45 +000087third-party module. Being more fully featured than its predecessor, the
88:mod:`argparse` module is now the preferred module for command-line processing.
89The older module is still being kept available because of the substantial amount
90of legacy code that depends on it.
Raymond Hettingera5a35542010-12-05 00:39:18 +000091
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
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000116 >>> # parsed variables are stored in the attributes
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000117 >>> 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 Hettingerb1ff4022010-12-08 11:19:45 +0000143An especially nice :mod:`argparse` feature is the ability to define subparsers,
144each with their own argument patterns and help displays::
145
146 import argparse
147 parser = argparse.ArgumentParser(prog='HELM')
148 subparsers = parser.add_subparsers()
149
150 parser_l = subparsers.add_parser('launch', help='Launch Control') # first subgroup
151 parser_l.add_argument('-m', '--missles', action='store_true')
152 parser_l.add_argument('-t', '--torpedos', action='store_true')
153
154 parser_m = subparsers.add_parser('move', help='Move Vessel') # second subgroup
155 parser_m.add_argument('-c', '--course', type=int, required=True)
156 parser_m.add_argument('-s', '--speed', type=int, default=0)
157
158 $ ./helm.py --help # top level help (launch and move)
159 $ ./helm.py launch --help # help for launch options
160 $ ./helm.py launch --missiles # set missiles=True and torpedos=False
161 $ ./helm.py move --course 180 --speed 5 # set movement parameters
Raymond Hettingera5a35542010-12-05 00:39:18 +0000162
163.. seealso::
164
165 :pep:`389` - New Command Line Parsing Module
166 PEP written by Steven Bethard.
167
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000168 :ref:`upgrading-optparse-code` for details on the differences from
169 :mod:`optparse`.
170
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000171
Éric Araujo4234ad42010-09-05 17:32:25 +0000172PEP 391: Dictionary Based Configuration for Logging
173====================================================
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000174
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000175The :mod:`logging` module provided two kinds of configuration, one style with
176function calls for each option or another style driven by an external file saved
177in a :mod:`ConfigParser` format. Those options did not provide the flexibility
Georg Brandl9e75cad2010-09-06 06:45:47 +0000178to create configurations from JSON or YAML files, nor did they support
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000179incremental configuration, which is needed for specifying logger options from a
180command line.
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000181
182To support a more flexible style, the module now offers
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000183:func:`logging.config.dictConfig` for specifying logging configuration with
184plain Python dictionaries. The configuration options include formatters,
185handlers, filters, and loggers. Here's a working example of a configuration
186dictionary::
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000187
Georg Brandlda0a2112010-09-05 11:28:33 +0000188 {"version": 1,
189 "formatters": {"brief": {"format": "%(levelname)-8s: %(name)-15s: %(message)s"},
190 "full": {"format": "%(asctime)s %(name)-15s %(levelname)-8s %(message)s"},
191 },
192 "handlers": {"console": {
193 "class": "logging.StreamHandler",
194 "formatter": "brief",
195 "level": "INFO",
196 "stream": "ext://sys.stdout"},
197 "console_priority": {
198 "class": "logging.StreamHandler",
199 "formatter": "full",
200 "level": "ERROR",
201 "stream": "ext://sys.stderr"},
202 },
203 "root": {"level": "DEBUG", "handlers": ["console", "console_priority"]}}
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000204
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000205
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000206If that dictionary is stored in a file called :file:`conf.json`, it can loaded
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000207and called with code like this::
208
209 >>> import logging.config
210 >>> logging.config.dictConfig(json.load(open('conf.json', 'rb')))
211 >>> logging.info("Transaction completed normally")
212 >>> logging.critical("Abnormal termination")
213
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000214.. seealso::
215
216 :pep:`391` - Dictionary Based Configuration for Logging
217 PEP written by Vinay Sajip.
218
Georg Brandl97b20da2010-11-16 15:15:29 +0000219PEP 3148: The ``concurrent.futures`` module
220============================================
221
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000222Code for creating and managing concurrency is being collected in a new toplevel
223namespace, *concurrent*. Its first member is a *futures* package which provides
224a uniform high level interface for managing threads and processes.
225
226The design for :mod:`concurrent.futures` was inspired by
227*java.util.concurrent.package*. In that model, a running call and its result
228are represented by a :class:`~concurrent.futures.Future` object which abstracts
229features common to threads, processes, and remote procedure calls. That object
230supports status checks (running or done), timeouts, cancellations, adding
Raymond Hettinger24a09412010-12-08 06:50:02 +0000231callbacks, and access to results or exceptions.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000232
233The primary offering of the new module is a pair of executor classes for
234launching and managing calls. The goal of the executors is to make it easier to
235use existing tools for making parallel calls. They save the effort needed to
236setup a pool of resources, launch the calls, create a results queue, add
237time-out handling, and limit the total number of threads, processes, or remote
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000238procedure calls.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000239
240Ideally, each application should share a single executor across multiple
241components so that process and thread limits can be centrally managed. This
242solves the design challenge that arises when each component has its own
243competing strategy for resource management.
244
Raymond Hettingerb1055192010-12-08 06:42:41 +0000245Both classes share a common interface with three methods:
246:meth:`~concurrent.futures.Executor.submit` for scheduling a callable and
247returning a :class:`~concurrent.futures.Future` object;
248:meth:`~concurrent.futures.Executor.map` for scheduling many asynchronous calls
Raymond Hettinger83d80792010-12-08 06:48:33 +0000249at a time, and :meth:`~concurrent.futures.Executor.shutdown` for freeing
250resources. The class is a :term:`context manager` and can be used within a
251:keyword:`with` statement to assure that resources are automatically released
252when currently pending futures are done executing.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000253
Raymond Hettingerb1055192010-12-08 06:42:41 +0000254A simple of example of :class:`~concurrent.futures.ThreadPoolExecutor` is a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000255launch of four parallel threads for copying files::
Raymond Hettingerb1055192010-12-08 06:42:41 +0000256
257 import shutil
258 with ThreadPoolExecutor(max_workers=4) as e:
259 e.submit(shutil.copy, 'src1.txt', 'dest1.txt')
260 e.submit(shutil.copy, 'src2.txt', 'dest2.txt')
261 e.submit(shutil.copy, 'src3.txt', 'dest3.txt')
262 e.submit(shutil.copy, 'src3.txt', 'dest4.txt')
263
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000264.. seealso::
265
Raymond Hettingera5a35542010-12-05 00:39:18 +0000266 :pep:`3148` - Futures -- Execute Computations Asynchronously
Andrew M. Kuchling42877fe2010-12-15 02:37:01 +0000267 PEP written by Brian Quinlan.
Georg Brandl97b20da2010-11-16 15:15:29 +0000268
Raymond Hettinger83d80792010-12-08 06:48:33 +0000269 :ref:`Code for Threaded Parallel URL reads<threadpoolexecutor-example>`, an
270 example using threads to fetch multiple web pages in parallel.
271
272 :ref:`Code for computing prime numbers in
273 parallel<processpoolexecutor-example>`, an example demonstrating
274 :class:`~concurrent.futures.ProcessPoolExecutor`.
275
276
Georg Brandlda0a2112010-09-05 11:28:33 +0000277
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000278PEP 3147: PYC Repository Directories
279=====================================
280
David Malcolm778645a2010-12-07 00:32:04 +0000281Python's scheme for caching bytecode in *.pyc* files did not work well in
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000282environments with multiple python interpreters. If one interpreter encountered
283a cached file created by another interpreter, it would recompile the source and
284overwrite the cached file, thus losing the benefits of caching.
285
286The issue of "pyc fights" has become more pronounced as it has become
Éric Araujo4234ad42010-09-05 17:32:25 +0000287commonplace for Linux distributions to ship with multiple versions of Python.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000288These conflicts also arise with CPython alternatives such as Unladen Swallow.
289
290To solve this problem, Python's import machinery has been extended to use
Éric Araujo4234ad42010-09-05 17:32:25 +0000291distinct filenames for each interpreter. Instead of Python 3.2 and Python 3.3 and
292Unladen Swallow each competing for a file called "mymodule.pyc", they will now
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000293look for "mymodule.cpython-32.pyc", "mymodule.cpython-33.pyc", and
Éric Araujo4234ad42010-09-05 17:32:25 +0000294"mymodule.unladen10.pyc". And to prevent all of these new files from
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000295cluttering source directories, the *pyc* files are now collected in a
296"__pycache__" directory stored under the package directory.
297
298Aside from the filenames and target directories, the new scheme has a few
299aspects that are visible to the programmer:
300
Georg Brandlda0a2112010-09-05 11:28:33 +0000301* Imported modules now have a :attr:`__cached__` attribute which stores the name
302 of the actual file that was imported:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000303
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000304 >>> import collections
305 >>> collections.__cached__
306 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000307
308* The tag that is unique to each interpreter is accessible from the :mod:`imp`
Georg Brandlda0a2112010-09-05 11:28:33 +0000309 module:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000310
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000311 >>> import imp
312 >>> imp.get_tag()
313 'cpython-32'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000314
315* Scripts that try to deduce source filename from the imported file now need to
316 be smarter. It is no longer sufficient to simply strip the "c" from a ".pyc"
317 filename. Instead, use the new functions in the :mod:`imp` module:
318
Georg Brandlda0a2112010-09-05 11:28:33 +0000319 >>> imp.source_from_cache('c:/py32/lib/__pycache__/collections.cpython-32.pyc')
320 'c:/py32/lib/collections.py'
321 >>> imp.cache_from_source('c:/py32/lib/collections.py')
322 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000323
324* The :mod:`py_compile` and :mod:`compileall` modules have been updated to
325 reflect the new naming convention and target directory.
326
327.. seealso::
328
329 :pep:`3147` - PYC Repository Directories
330 PEP written by Barry Warsaw.
331
Georg Brandlda0a2112010-09-05 11:28:33 +0000332
Georg Brandl3ad46752010-12-05 07:59:29 +0000333PEP 3149: ABI Version Tagged .so Files
334======================================
Georg Brandlf11c6c42010-09-03 22:20:58 +0000335
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000336The PYC repository directory allows multiple bytecode cache files to be
337co-located. This PEP implements a similar mechanism for shared object files by
338giving them a common directory and distinct names for each version.
Georg Brandlf11c6c42010-09-03 22:20:58 +0000339
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000340The common directory is "pyshared" and the file names are made distinct by
341identifying the Python implementation (such as CPython, PyPy, Jython, etc.), the
342major and minor version numbers, and optional build flags (such as "d" for
Éric Araujo4234ad42010-09-05 17:32:25 +0000343debug, "m" for pymalloc, "u" for wide-unicode). For an arbitrary package "foo",
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000344you may see these files when the distribution package is installed::
345
346 /usr/share/pyshared/foo.cpython-32m.so
347 /usr/share/pyshared/foo.cpython-33md.so
348
349In Python itself, the tags are accessible from functions in the :mod:`sysconfig`
350module::
351
352 >>> import sysconfig
353 >>> sysconfig.get_config_var('SOABI') # find the version tag
354 'cpython-32mu'
355 >>> sysconfig.get_config_var('SO') # find the full filename extension
356 'cpython-32mu.so'
357
358.. seealso::
359
360 :pep:`3149` - ABI Version Tagged .so Files
361 PEP written by Barry Warsaw.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000362
363
364Other Language Changes
365======================
366
367Some smaller changes made to the core Python language are:
368
Raymond Hettingere5e1a982010-12-05 08:35:21 +0000369* String formatting for :func:`format` and :meth:`str.format` gained new
370 capabilities for the format character **#**. Previously, for integers in
371 binary, octal, or hexadecimal, it caused the output to be prefixed with '0b',
372 '0o', or '0x' respectively. Now it can also handle floats, complex, and
373 Decimal, causing the output to always have a decimal point even when no digits
374 follow it.
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000375
376 >>> format(20, '#o')
377 '0o24'
378 >>> format(12.34, '#5.0f')
379 ' 12.'
380
381 (Suggested by Mark Dickinson and implemented by Eric Smith in :issue:`7094`.)
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000382
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000383* The interpreter can now be started with a quiet option, ``-q``, to suppress
384 the copyright and version information in an interactive mode.
385
386 (Contributed by Marcin Wojdyr in issue:`1772833`).
387
Georg Brandlda0a2112010-09-05 11:28:33 +0000388* The :func:`hasattr` function used to catch and suppress any Exception. Now,
389 it only catches :exc:`AttributeError`. Under the hood, :func:`hasattr` works
390 by calling :func:`getattr` and throwing away the results. This is necessary
391 because dynamic attribute creation is possible using :meth:`__getattribute__`
Éric Araujo4234ad42010-09-05 17:32:25 +0000392 or :meth:`__getattr__`. If :func:`hasattr` were to just scan instance and class
Éric Araujocc6aac62010-09-07 21:35:35 +0000393 dictionaries it would miss the dynamic methods and make it difficult to
Georg Brandlda0a2112010-09-05 11:28:33 +0000394 implement proxy objects.
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000395
Raymond Hettingera55ffbc2010-12-15 18:31:57 +0000396 (Discovered by Yury Selivanov and fixed by Benjamin Peterson; :issue:`9666`.)
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000397
Éric Araujo4234ad42010-09-05 17:32:25 +0000398* The :func:`str` of a float or complex number is now the same as its
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000399 :func:`repr`. Previously, the :func:`str` form was shorter but that just
Éric Araujo4234ad42010-09-05 17:32:25 +0000400 caused confusion and is no longer needed now that the shortest possible
Georg Brandlda0a2112010-09-05 11:28:33 +0000401 :func:`repr` is displayed by default:
Raymond Hettingerbb734c62010-09-05 05:56:44 +0000402
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000403 >>> repr(math.pi)
404 '3.141592653589793'
405 >>> str(math.pi)
406 '3.141592653589793'
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000407
Georg Brandlda0a2112010-09-05 11:28:33 +0000408 (Proposed and implemented by Mark Dickinson; :issue:`9337`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000409
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000410* :class:`memoryview` objects now have a :meth:`~memoryview.release()` method
411 and they also now support the context manager protocol. This allows timely
412 release of any resources that were acquired when requesting a buffer from the
413 original object.
Antoine Pitroud3052002010-09-15 15:09:40 +0000414
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000415 >>> with memoryview(b'abcdefgh') as v:
416 ... print(v.tolist())
417 ...
418 [97, 98, 99, 100, 101, 102, 103, 104]
419
Antoine Pitroud3052002010-09-15 15:09:40 +0000420 (Added by Antoine Pitrou; :issue:`9757`.)
421
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000422* Mark Dickinson crafted an elegant and efficient scheme for assuring that
423 different numeric datatypes will have the same hash value whenever their
424 actual values are equal::
425
426 >>> assert hash(Fraction(3, 2)) == hash(1.5) == \
427 hash(Decimal("1.5")) == hash(complex(1.5, 0))
428
429 (See :issue:`8188`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000430
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000431* Previously it was illegal to delete a name from the local namespace if it
432 occurs as a free variable in a nested block::
433
434 >>> def outer(x):
435 ... def inner():
436 ... return x
437 ... inner()
438 ... del x
439
440 This is now allowed. Remember that the target of an :keyword:`except` clause
441 is cleared, so this code which used to work with Python 2.6, raised a
442 :exc:`SyntaxError` with Python 3.1 and now works again::
443
444 >>> def f():
445 ... def print_error():
446 ... print(e)
447 ... try:
448 ... something
449 ... except Exception as e:
450 ... print_error()
451 ... # implicit "del e" here
452
453 (See :issue:`4617`.)
454
Raymond Hettinger480ed782010-12-15 22:07:15 +0000455* The internal :c:type:`structsequence` tool now creates subclasses of tuple.
456 This means that C generated structures like those returned by :func:`os.stat`,
457 :func:`time.gmtime`, and :func:`sys.version_info` now work like a
458 :term:`named tuple` and are more interoperable with functions and methods that
459 expect a tuple as an argument. The is a big step forward in making the C
460 structures as flexible as their pure Python counterparts.
461
462 (Suggested by Arfrever Frehtes Taifersar Arahesis and implemented
463 by Benjamin Peterson in :issue:`8413`.)
464
465* Warnings are now easier control. An :envvar:`PYTHONWARNINGS` environment
466 variable is now available as an alternative to using ``-W`` at the command
467 line.
468
469 (Suggested by Barry Warsaw and implemented by Philip Jenvey in :issue:`7301`.)
470
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000471* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000472 emitted when potential issues with resource consumption or cleanup
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000473 are detected. It is silenced by default in normal release builds, but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000474 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000475 module, or on the command line.
476
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000477 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000478 :data:`gc.garbage` list isn't empty. This is meant to make the programmer
479 aware that their code contains object finalization issues.
480
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000481 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000482 without having been explicitly closed. While the deallocator for such
483 object ensures it closes the underlying operating system resource
484 (usually, a file descriptor), the delay in deallocating the object could
485 produce various issues, especially under Windows. Here is an example
486 of enabling the warning from the command line::
487
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000488 $ ./python -q -Wdefault
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000489 >>> f = open("foo", "wb")
490 >>> del f
491 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000492
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000493 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000494
Raymond Hettingera0266332010-12-07 08:52:41 +0000495* :class:`range` objects now support *index* and *count* methods. This is part
496 of an effort to make more objects fully implement the
497 :class:`collections.Sequence` :term:`abstract base class`. As a result, the
498 language will have a more uniform API. In addition, :class:`range` objects
499 now support slicing and negative indices. This makes *range* more
Raymond Hettinger2ffa6712010-12-08 10:18:21 +0000500 interoperable with lists::
501
502 >>> range(0, 100, 2).count(10)
503 1
504 >>> range(0, 100, 2).index(10)
505 5
506 >>> range(0, 100, 2)[5]
507 10
508 >>> range(0, 100, 2)[0:5]
509 range(0, 10, 2)
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000510
511 (Contributed by Daniel Stuzback in :issue:`9213` and by Alexander Belopolsky
512 in :issue:`2690`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000513
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000514* The :func:`callable` builtin function from Py2.x was resurrected. It provides
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000515 a concise, readable alternative to using an :term:`abstract base class` in an
Raymond Hettinger792c0762010-12-09 16:41:54 +0000516 expression like ``isinstance(x, collections.Callable)``:
517
518 >>> callable(max)
519 True
520 >>> callable(20)
521 False
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000522
523 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000524
Raymond Hettinger070ec702010-12-10 17:45:13 +0000525* Python's import mechanism can now load module installed in directories with
526 non-ASCII characters in the path name.
527
528 (Required extensive work by Victor Stinner in :issue:`9425`.)
529
530
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000531New, Improved, and Deprecated Modules
532=====================================
533
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000534Python's standard library has undergone significant maintenance efforts and
535quality improvements.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000536
537The biggest news for Python 3.2 is that the :mod:`email` package and
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000538:mod:`nntplib` modules now work correctly with the bytes/text model in Python 3.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000539For the first time, there is correct handling of inputs with mixed encodings.
540
541Another significant win is the addition of substantially better support for
542*SSL* connections and security certificates.
543
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000544In addition, more functions and classes now have a :term:`context manager` to
545support convenient and reliable resource clean-up using the
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000546:keyword:`with`-statement.
547
Raymond Hettinger0358a172010-12-15 19:00:38 +0000548email
549-----
550
551The usability of the :mod:`email` package in Python 3 has been mostly fixed by
552the extensive efforts of R. David Murray. The problem was that emails are
553typically read and stored in the form of :class:`bytes` rather than :class:`str`
554text, and they may contain multiple encodings within a single email. So, the
555email package had to be extended to parse and generate email messages in bytes
556format.
557
558* New functions :func:`~email.message_from_bytes` and
559 :func:`~email.message_from_binary_file`, and new classes
560 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
561 allow binary message data to be parsed into model objects.
562
563* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
564 will by default decode a message body that has a
565 :mailheader:`Content-Transfer-Encoding` of *8bit* using the charset
566 specified in the MIME headers and return the resulting string.
567
568* Given bytes input to the model, :class:`~email.generator.Generator` will
569 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
570 *8bit* to instead have a *7bit* :mailheader:`Content-Transfer-Encoding`.
571
572* A new class :class:`~email.generator.BytesGenerator` produces bytes as output,
573 preserving any unchanged non-ASCII data that was present in the input used to
574 build the model, including message bodies with a
575 :mailheader:`Content-Transfer-Encoding` of *8bit*.
576
577* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
578 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
579 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
580 :class:`~email.message.Message` object and can optionally obtain the
581 *from_addr* and *to_addrs* addresses directly from the object.
582
583.. XXX Update before 3.2rc1 to reflect all of the latest work and add examples.
584
585(Proposed and implemented by R. David Murray, :issue:`4661` and :issue:`10321`.)
586
587
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000588functools
589---------
590
Éric Araujo4234ad42010-09-05 17:32:25 +0000591* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000592 calls. :func:`functools.lru_cache` can save repeated queries to an external
593 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000594
Raymond Hettinger86f96132010-08-06 23:23:49 +0000595 For example, adding a caching decorator to a database query function can save
596 database accesses for popular searches::
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000597
Georg Brandlda0a2112010-09-05 11:28:33 +0000598 @functools.lru_cache(maxsize=300)
599 def get_phone_number(name):
600 c = conn.cursor()
601 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
602 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000603
Georg Brandlda0a2112010-09-05 11:28:33 +0000604 >>> for name in user_requests:
Raymond Hettinger7496b412010-11-30 19:15:45 +0000605 ... get_phone_number(name) # cached lookup
606
607 To help with choosing an effective cache size, the wrapped function is
608 instrumented for tracking cache statistics:
609
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000610 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000611 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000612
Raymond Hettingerf3098282010-08-15 03:30:45 +0000613 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000614 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000615
Georg Brandlda0a2112010-09-05 11:28:33 +0000616 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000617
Raymond Hettinger6e353942010-12-04 23:42:12 +0000618 (Contributed by Raymond Hettinger and incorporating design ideas from
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000619 Jim Baker, Miki Tebeka, and Nick Coghlan.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000620
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000621* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
622 pointing to the original callable function. This allows wrapped functions to
623 be introspected. It also copies :attr:`__annotations__` if defined. And now
624 it also gracefully skips over missing attributes such as :attr:`__doc__` which
Raymond Hettinger5eb63902010-12-09 23:43:34 +0000625 might not be defined for the wrapped callable.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000626
627 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
628 :issue:`8814`.)
629
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000630itertools
631---------
632
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000633* The :mod:`itertools` module has a new :func:`~itertools.accumulate` function
Raymond Hettingera5a35542010-12-05 00:39:18 +0000634 modeled on APL's *scan* operator and on Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000635
636 >>> list(accumulate(8, 2, 50))
637 [8, 10, 60]
638
639 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
640 >>> list(accumulate(prob_dist)) # cumulative probability distribution
641 [0.1, 0.5, 0.7, 1.0]
642
643 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
644 the random module <random-examples>`.
645
646 (Contributed by Raymond Hettinger and incorporating design suggestions
647 from Mark Dickinson.)
648
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000649collections
650-----------
651
Raymond Hettinger792c0762010-12-09 16:41:54 +0000652* The :class:`collections.Counter` class now has two forms of in-place
653 subtraction, the existing *-=* operator for `saturating subtraction
654 <http://en.wikipedia.org/wiki/Saturation_arithmetic>`_ and the new
655 :meth:`~collections.Counter.subtract` method for regular subtraction. The
656 former is suitable for `multisets <http://en.wikipedia.org/wiki/Multiset>`_
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000657 which only have positive counts, and the latter is more suitable for use cases
Raymond Hettinger792c0762010-12-09 16:41:54 +0000658 that allow negative counts:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000659
Raymond Hettinger792c0762010-12-09 16:41:54 +0000660 >>> tally = Counter(dogs=5, cat=3)
661 >>> tally -= Counter(dogs=2, cats=8) # saturating subtraction
662 >>> tally
663 Counter({'dogs': 3})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000664
Raymond Hettinger792c0762010-12-09 16:41:54 +0000665 >>> tally = Counter(dogs=5, cats=3)
666 >>> tally.subtract(dogs=2, cats=8) # regular subtraction
667 >>> tally
668 Counter({'dogs': 3, 'cats': -5})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000669
Raymond Hettinger792c0762010-12-09 16:41:54 +0000670 (Contributed by Raymond Hettinger.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000671
Raymond Hettingere0a96002010-12-15 17:54:13 +0000672* The :class:`collections.OrderedDict` class has a new method
673 :meth:`~collections.OrderedDict.move_to_end` which takes an existing key and
674 moves it to either the beginning or end of an ordered sequence. When the
675 dictionary sequence is being used as a queue, these operations correspond to
676 "move to the front of the line" or "move to the back of the line":
677
678 >>> d = OrderedDict.fromkeys(['a', 'b', 'X', 'd', 'e'])
679 >>> list(d)
680 ['a', 'b', 'X', 'd', 'e']
681 >>> d.move_to_end('X', last=True)
682 >>> list(d)
683 ['a', 'b', 'd', 'e', 'X']
684 >>> d.move_to_end('X', last=False)
685 >>> list(d)
686 ['X', 'a', 'b', 'd', 'e']
687
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000688datetime
689--------
690
Raymond Hettinger792c0762010-12-09 16:41:54 +0000691* The :mod:`datetime` module has a new type :class:`~datetime.timezone` that
692 implements the :class:`~datetime.tzinfo` interface by returning a fixed UTC
693 offset and timezone name. This makes it easier to create timezone aware
694 datetime objects:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000695
Raymond Hettinger792c0762010-12-09 16:41:54 +0000696 >>> datetime.now(timezone.utc)
697 datetime.datetime(2010, 12, 8, 21, 4, 2, 923754, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000698
Raymond Hettinger792c0762010-12-09 16:41:54 +0000699 >>> datetime.strptime("01/01/2000 12:00 +0000", "%m/%d/%Y %H:%M %z")
700 datetime.datetime(2000, 1, 1, 12, 0, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000701
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000702* Also, :class:`~datetime.timedelta` objects can now be multiplied by
Raymond Hettinger792c0762010-12-09 16:41:54 +0000703 :class:`float` and divided by :class:`float` and :class:`int` objects.
704
705 (Contributed by Alexander Belopolsky in :issue:`1289118`, :issue:`5094` and
706 :issue:`6641`.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000707
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000708abc
709---
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000710
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000711The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
712:func:`~abc.abstractstaticmethod`.
Raymond Hettingera5a35542010-12-05 00:39:18 +0000713
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000714These tools make it possible to define an :term:`Abstract Base Class` that
715requires a particular :func:`classmethod` or :func:`staticmethod` to be
716implemented.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000717
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000718(Patch submitted by Daniel Urban; :issue:`5867`.)
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000719
Raymond Hettinger480ed782010-12-15 22:07:15 +0000720contextlib
721----------
722
723There is a new and slightly mind-blowing tool
724:class:`~contextlib.ContextDecorator` that is helpful for creating a
725:term:`context manager` that does double-duty as a function decorator.
726
727As a convenience, this new functionality is used by
728:func:`~contextlib.contextmanager` so that no extra effort is needed to support
729both roles.
730
731The basic idea is that both context managers and function decorators can be used
732for pre-action and post-action wrappers. Context managers wrap a group of
733statements using the :keyword:`with`-statement, and function decorators wrap a
734group of statements enclosed in a function. So, occasionally there is a need to
735write a pre/post action wrapper that can be used in either role.
736
737For example, it is sometimes useful to wrap functions or groups of statements
738with a logger that can track the time of entry and time of exit. Rather than
739writing both a function decorator and a context manager for the task, the
740:func:`~contextlib.contextmanager` provides both capabilities in a single
741definition:
742
743>>> import logging
744>>> logging.basicConfig(level=logging.INFO)
745>>> @contextmanager
746... def track_entry_and_exit():
747... logging.info('Entry')
748... yield
749... logging.info('Exit')
750
751Formerly, this would have only been usable as a context manager:
752
753>>> with track_entry_and_exit():
754... print('Some time consuming activity goes here')
755
756Now, it can be used as a decorator as well:
757
758>>> @track_entry_and_exit
759... def activity():
760... print('Some time consuming activity goes here'
761
762Trying to fulfill two roles at once places some limitations on the technique.
763Context managers normally have the flexibility to return an argument usable by
764the :keyword:`with`-statement, and function decorators can be constructed to
765accept arguments or to know the name of the function they are enclosing. Since
766those features of context managers and function decorators are not overlapping,
767those features are not supported.
768
769In the above example, there is not a clean way for the
770:func:`track_entry_and_exit` decorator to know the name of the enclosed
771function. Likewise, the *track_entry_and_exit* context manager does not have a
772way to return a logging instance for use in the body of enclosed statements.
773
774(Contributed by Michael Foord in :issue:`9110`.)
775
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000776ftp
777---
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000778
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000779The :class:`ftplib.FTP` class now supports the context manager protocol to
780unconditionally consume :exc:`socket.error` exceptions and to close the FTP
781connection when done::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +0000782
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000783 >>> from ftplib import FTP
784 >>> with FTP("ftp1.at.proftpd.org") as ftp:
785 ... ftp.login()
786 ... ftp.dir()
787 ...
788 '230 Anonymous login ok, restrictions apply.'
789 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
790 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
791 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
792 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Georg Brandlda0a2112010-09-05 11:28:33 +0000793
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000794Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
795also grew auto-closing context managers::
796
797 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
798 for line in f:
799 process(line)
800
801(Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
802by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +0000803
Raymond Hettinger0358a172010-12-15 19:00:38 +0000804.. XXX mention os.popen and subprocess.Popen auto-closing of fds
Georg Brandl3ad46752010-12-05 07:59:29 +0000805
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000806gzip
807----
Antoine Pitroucd889af2010-10-06 21:13:56 +0000808
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000809:class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
810:term:`abstract base class` (except for ``truncate()``). It also has a
811:meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
812zero-padded file objects.
Raymond Hettingera0266332010-12-07 08:52:41 +0000813
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000814The :mod:`gzip` module also gains the :func:`~gzip.compress` and
815:func:`~gzip.decompress` functions for easier in-memory compression and
816decompression. Keep in mind that text needs to be encoded in to :class:`bytes`
817before compressing and decompressing:
Raymond Hettingera0266332010-12-07 08:52:41 +0000818
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000819>>> s = 'Three shall be the number thou shalt count, '
820>>> s += 'and the number of the counting shall be three'
821>>> b = s.encode() # convert to utf-8
822>>> len(b)
82389
824>>> c = gzip.compress(b)
825>>> len(c)
82677
827>>> gzip.decompress(c).decode()[:42] # decompress and convert to text
828'Three shall be the number thou shalt count,'
Antoine Pitroucd889af2010-10-06 21:13:56 +0000829
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000830(Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
831Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
832:issue:`2846`.)
833
834shutil
835------
836
837The :func:`shutil.copytree` function has two new options:
Antoine Pitroud67075e2010-07-31 22:48:02 +0000838
Raymond Hettingerdb9044e2010-09-06 01:29:23 +0000839 * *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
840 copies the file pointed to by the symlink, not the symlink itself. This
Georg Brandlda0a2112010-09-05 11:28:33 +0000841 option will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000842
Raymond Hettingerdb9044e2010-09-06 01:29:23 +0000843 * *copy_function*: is a callable that will be used to copy files.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000844 :func:`shutil.copy2` is used by default.
845
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000846(Contributed by Tarek Ziadé.)
Antoine Pitroud67075e2010-07-31 22:48:02 +0000847
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000848sqlite3
849-------
Antoine Pitroue43f9d02010-08-08 23:24:50 +0000850
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000851The :mod:`sqlite3` module has two new capabilities.
Antoine Pitroue43f9d02010-08-08 23:24:50 +0000852
Raymond Hettinger0358a172010-12-15 19:00:38 +0000853* The :attr:`sqlite3.Connection.in_transit` attribute is true if there is an
854 active transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000855
Raymond Hettinger0358a172010-12-15 19:00:38 +0000856* The :meth:`sqlite3.Connection.enable_load_extension` and
857 :meth:`sqlite3.Connection.load_extension` methods allows you to load SQLite
858 extensions from ".so" files. One well-known extension is the fulltext-search
859 extension distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000860
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000861(Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
862
863socket
864------
865
866The :mod:`socket` module has two new improvements.
867
868* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
869 the socket into closed state without actually closing the underlying file
870 descriptor. The latter can then be reused for other purposes.
871 (Added by Antoine Pitrou; :issue:`8524`.)
872
873* :func:`socket.create_connection` now supports the context manager protocol
874 to unconditionally consume :exc:`socket.error` exceptions and to close the
875 socket when done.
876 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
877
878ssl
879---
Antoine Pitroud67075e2010-07-31 22:48:02 +0000880
Georg Brandlda0a2112010-09-05 11:28:33 +0000881* The :mod:`ssl` module has a new class, :class:`~ssl.SSLContext` which serves
882 as a container for various persistent SSL data, such as protocol settings,
883 certificates, private keys, and various other options. The
884 :meth:`~ssl.SSLContext.wrap_socket` method allows to create an SSL socket from
885 such an SSL context. (Added by Antoine Pitrou; :issue:`8550`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000886
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000887* A new function, :func:`ssl.match_hostname`, helps implement server identity
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +0000888 verification for higher-level protocols by implementing the rules of
889 HTTPS (from :rfc:`2818`), which are also suitable for other protocols.
890 (Added by Antoine Pitrou, :issue:`1589`).
891
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000892* The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
Georg Brandlda0a2112010-09-05 11:28:33 +0000893 argument that's a string listing the encryption algorithms to be allowed; the
894 format of the string is described `in the OpenSSL documentation
895 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__. (Added
896 by Antoine Pitrou; :issue:`8322`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000897
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000898* When linked against a recent enough version of OpenSSL, the :mod:`ssl`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000899 module now supports the Server Name Indication extension to the TLS
900 protocol, allowing for several "virtual hosts" using different certificates
901 on a single IP/port. This extension is only supported in client mode,
902 and is activated by passing the *server_hostname* argument to
903 :meth:`SSLContext.wrap_socket`.
904 (Added by Antoine Pitrou, :issue:`5639`.)
905
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000906* Various options have been added to the :mod:`ssl` module, such as
Georg Brandlda0a2112010-09-05 11:28:33 +0000907 :data:`~ssl.OP_NO_SSLv2` which allows to force disabling of the insecure and
908 obsolete SSLv2 protocol. (Added by Antoine Pitrou; :issue:`4870`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000909
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000910* Another change makes the extension load all of OpenSSL's ciphers and digest
Georg Brandlda0a2112010-09-05 11:28:33 +0000911 algorithms so that they're all available. Some SSL certificates couldn't be
912 verified, reporting an "unknown algorithm" error. (Reported by Beda Kosata,
913 and fixed by Antoine Pitrou; :issue:`8484`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000914
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000915* The version of OpenSSL being used is now available as the module attributes
Georg Brandlda0a2112010-09-05 11:28:33 +0000916 :data:`ssl.OPENSSL_VERSION` (a string), :data:`ssl.OPENSSL_VERSION_INFO` (a
917 5-tuple), and :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer). (Added by
918 Antoine Pitrou; :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000919
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000920nntp
921----
Raymond Hettinger070ec702010-12-10 17:45:13 +0000922
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000923The :mod:`nntplib` module has a revamped implementation with better bytes and
924unicode semantics as well as more practical APIs. These improvements break
925compatibility with the nntplib version in Python 3.1, which was partly
926dysfunctional in itself.
Raymond Hettinger070ec702010-12-10 17:45:13 +0000927
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000928(Contributed by Antoine Pitrou in :issue:`9360`)
929
930certificates
931------------
932
933:class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
934and :func:`urllib.request.urlopen` now take optional arguments to allow for
935server certificate checking against a set of Certificate Authorities,
936as recommended in public uses of HTTPS.
937
938(Added by Antoine Pitrou, :issue:`9003`.)
939
940unittest
941--------
Antoine Pitrouafb078d2010-11-05 22:18:28 +0000942
Raymond Hettingera0266332010-12-07 08:52:41 +0000943* The command-line call, ``python -m unittest`` can now accept file paths
944 instead of module names for running specific tests (:issue:`10620`). The new
945 test discovery can find tests within packages, locating any test importable
946 from the top level directory. The top level directory can be specified with
947 the `-t` option, a pattern for matching files with ``-p``, and a directory to
948 start discovery with ``-s``::
949
950 $ python -m unittest discover -s my_proj_dir -p '_test.py'
951
952 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +0000953
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000954* The :mod:`unittest` module has two new methods,
955 :meth:`~unittest.TestCase.assertWarns` and
956 :meth:`~unittest.TestCase.assertWarnsRegex` to check that a given warning type
Raymond Hettinger413abbc2010-12-05 07:06:47 +0000957 is triggered by the code under test:
Antoine Pitroud3052002010-09-15 15:09:40 +0000958
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000959 >>> with self.assertWarns(DeprecationWarning):
960 ... legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +0000961
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000962 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000963 compare two iterables to determine if their element counts are equal (whether
964 the same elements are present with the same number of occurrences regardless
965 of order)::
Raymond Hettingera0266332010-12-07 08:52:41 +0000966
967 def test_anagram(self):
968 self.assertCountEqual('algorithm', 'logarithm')
969
970 A principal feature of the unittest module is an effort to produce meaningful
971 diagnostics when a test fails. When possible the failure is recorded along
972 with a diff of the output. This is especially helpful for analyzing log files
973 of failed test runs. However, since diffs can sometime be voluminous, there is
974 a new :attr:`~unittest.TestCase.maxDiff` attribute which sets maximum length of
975 diffs.
976
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +0000977 In addition the naming in the module has undergone a number of clean-ups. For
Raymond Hettingera0266332010-12-07 08:52:41 +0000978 example, :meth:`~unittest.TestCase.assertRegex` is the new name for
979 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000980 test uses :func:`re.search`, not :func:`re.match`. Other methods using
981 regular expressions are now named using short form "Regex" in preference
982 to "Regexp" -- this matches the names used in other unittest implementations,
983 matches Python's old name for the :mod:`re` module, and it has unambiguous
984 camel-casing.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000985
986 To improve consistency, some of long-standing method aliases are being
987 deprecated in favor of the preferred names:
988
989 - replace :meth:`assert_` with :meth:`.assertTrue`
990 - replace :meth:`assertEquals` with :meth:`.assertEqual`
991 - replace :meth:`assertNotEquals` with :meth:`.assertNotEqual`
992 - replace :meth:`assertAlmostEquals` with :meth:`.assertAlmostEqual`
993 - replace :meth:`assertNotAlmostEquals` with :meth:`.assertNotAlmostEqual`
994
995 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
996 to be removed in Python 3.3. See also the :ref:`deprecated-aliases` section in
997 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +0000998
999 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001000
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001001random
1002------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001003
Raymond Hettinger0358a172010-12-15 19:00:38 +00001004The integer methods in the :mod:`random` module now do a better job of producing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001005uniform distributions. Previously, they computed selections with
1006``int(n*random())`` which had a slight bias whenever *n* was not a power of two.
1007Now, multiple selections are made from a range upto the next power of two and a
1008selection is kept only when it falls within the range ``0 <= x < n``. The
1009functions and methods affected are :func:`~random.randrange`,
1010:func:`~random.randint`, :func:`~random.choice`, :func:`~random.shuffle` and
1011:func:`~random.sample`.
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001012
1013(Contributed by Raymond Hettinger; :issue:`9025`.)
1014
1015poplib
1016------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001017
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001018* :class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
1019 :class:`ssl.SSLContext` object allowing bundling SSL configuration options,
1020 certificates and private keys into a single (potentially long-lived)
1021 structure.
1022
1023 (Contributed by Giampaolo Rodolà; :issue:`8807`.)
1024
Giampaolo Rodolà977c7072010-10-04 21:08:36 +00001025* :class:`asyncore.dispatcher` now provides a
1026 :meth:`~asyncore.dispatcher.handle_accepted()` method
1027 returning a `(sock, addr)` pair which is called when a connection has actually
1028 been established with a new remote endpoint. This is supposed to be used as a
1029 replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
1030 the user to call :meth:`~asyncore.dispatcher.accept()` directly.
1031
1032 (Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001033
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001034tempfile
1035--------
Raymond Hettingera0266332010-12-07 08:52:41 +00001036
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001037The :mod:`tempfile` module has a new context manager,
1038:class:`~tempfile.TemporaryDirectory` which provides easy deterministic
1039cleanup of temporary directories:
Nick Coghlan543af752010-10-24 11:23:25 +00001040
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001041>>> with tempfile.TemporaryDirectory() as tmpdirname:
1042... print 'created temporary directory', tmpdirname
Nick Coghlan543af752010-10-24 11:23:25 +00001043
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001044(Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001045
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001046inspect
1047-------
1048
Raymond Hettinger0358a172010-12-15 19:00:38 +00001049* The :mod:`inspect` module has a new function
1050 :func:`~inspect.getgeneratorstate` to easily identify the current state of a
1051 generator as one of ``GEN_CREATED``, ``GEN_RUNNING``, ``GEN_SUSPENDED`` or
1052 ``GEN_CLOSED``. (Contributed by Rodolpho Eckhardt and Nick Coghlan,
1053 :issue:`10220`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001054
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001055* To support lookups without the possibility of activating a dynamic attribute,
1056 the :mod:`inspect` module has a new function, :func:`~inspect.getattr_static`.
1057 Unlike, :func:`hasattr`, this is a true read-only search, guaranteed not to
1058 change state while it is searching. (Contributed by Michael Foord.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001059
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001060pydoc
1061-----
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001062
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001063The :mod:`pydoc` module now provides a much improved Web server interface,
1064as well as a new command-line option to automatically open a browser
1065window to display that server.
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001066
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001067(Contributed by Ron Adam; :issue:`2001`.)
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001068
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001069sysconfig
1070---------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001071
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001072The new :mod:`sysconfig` module makes it straight-forward to discover
1073installation paths and configuration variables which vary across platforms and
1074installations.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001075
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001076The module offers access simple access functions for platform and version
1077information:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001078
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001079* :func:`~sysconfig.get_platform` returning values like *linux-i586* or
1080 *macosx-10.6-ppc*.
1081* :func:`~sysconfig.get_python_version` returns a Python version string in
1082 the form, "3.2".
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001083
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001084It also provides access to the paths and variables corresponding to one of
1085seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
1086*posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001087
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001088* :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
1089 for the current installation scheme.
1090* :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
1091 variables.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001092
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001093There is also a convenient command-line interface::
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001094
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001095 C:\Python32>python -m sysconfig
1096 Platform: "win32"
1097 Python version: "3.2"
1098 Current installation scheme: "nt"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001099
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001100 Paths:
1101 data = "C:\Python32"
1102 include = "C:\Python32\Include"
1103 platinclude = "C:\Python32\Include"
1104 platlib = "C:\Python32\Lib\site-packages"
1105 platstdlib = "C:\Python32\Lib"
1106 purelib = "C:\Python32\Lib\site-packages"
1107 scripts = "C:\Python32\Scripts"
1108 stdlib = "C:\Python32\Lib"
1109
1110 Variables:
1111 BINDIR = "C:\Python32"
1112 BINLIBDEST = "C:\Python32\Lib"
1113 EXE = ".exe"
1114 INCLUDEPY = "C:\Python32\Include"
1115 LIBDEST = "C:\Python32\Lib"
1116 SO = ".pyd"
1117 VERSION = "32"
1118 abiflags = ""
1119 base = "C:\Python32"
1120 exec_prefix = "C:\Python32"
1121 platbase = "C:\Python32"
1122 prefix = "C:\Python32"
1123 projectbase = "C:\Python32"
1124 py_version = "3.2"
1125 py_version_nodot = "32"
1126 py_version_short = "3.2"
1127 srcdir = "C:\Python32"
1128 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
1129
1130pdb
1131---
1132
1133The :mod:`pdb` debugger module gained a number of usability improvements:
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001134
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001135* :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
1136 :file:`.pdbrc` script file.
1137* A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
1138 that continue debugging.
1139* The :class:`Pdb` class constructor now accepts a *nosigint* argument.
1140* new commands: ``l(list)``, ``ll(long list`` and ``source`` for
1141 listing source code.
1142* new commands: ``display`` and ``undisplay`` for showing or hiding
1143 the value of an expression if it has changed.
1144* new command: ``interact`` for starting an interactive interpreter containing
1145 the global and local names found in the current scope.
1146* breakpoints can be cleared by breakpoint number
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001147
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001148
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001149.. XXX: Various ConfigParser changes
1150.. XXX: Mention urllib.parse changes
1151 Issue 9873 (Nick Coghlan):
1152 - ASCII byte sequence support in URL parsing
1153 - named tuple for urldefrag return value
1154 Issue 5468 (Dan Mahn) for urlencode:
1155 - bytes input support
1156 - non-UTF8 percent encoding of non-ASCII characters
1157 Issue 2987 for IPv6 (RFC2732) support in urlparse
1158
1159
Antoine Pitroud42bc512009-11-10 23:18:31 +00001160Multi-threading
1161===============
1162
Georg Brandlda0a2112010-09-05 11:28:33 +00001163* The mechanism for serializing execution of concurrently running Python threads
1164 (generally known as the GIL or Global Interpreter Lock) has been rewritten.
1165 Among the objectives were more predictable switching intervals and reduced
1166 overhead due to lock contention and the number of ensuing system calls. The
1167 notion of a "check interval" to allow thread switches has been abandoned and
1168 replaced by an absolute duration expressed in seconds. This parameter is
1169 tunable through :func:`sys.setswitchinterval()`. It currently defaults to 5
1170 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +00001171
1172 Additional details about the implementation can be read from a `python-dev
1173 mailing-list message
1174 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +00001175 (however, "priority requests" as exposed in this message have not been kept
1176 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +00001177
Georg Brandl5e73a812010-04-22 07:02:51 +00001178 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +00001179
Georg Brandlda0a2112010-09-05 11:28:33 +00001180* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettinger09e4ebb2010-09-06 19:55:51 +00001181 :meth:`acquire` method. (Contributed by Antoine Pitrou; :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001182
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001183* Similarly, :meth:`threading.Semaphore.acquire` also gained a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +00001184 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +00001185
Antoine Pitroud42bc512009-11-10 23:18:31 +00001186
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001187Optimizations
1188=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001189
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001190A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001191
Antoine Pitroud3052002010-09-15 15:09:40 +00001192* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001193 being a test for membership in a set of constants. The optimizer recasts the
1194 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
1195
1196 Now that the speed penalty is gone, it is practical to start writing
1197 membership tests using set-notation. This style is both semantically clear
1198 and operationally fast::
1199
1200 extension = name.rpartition('.')[2]
1201 if extension in {'xml', 'html', 'xhtml', 'css'}:
1202 handle(name)
1203
1204 (Patch and additional tests by Dave Malcolm; :issue:`6690`).
1205
Antoine Pitroud3052002010-09-15 15:09:40 +00001206* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001207 several times faster.
1208
1209 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00001210 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001211
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001212* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001213 :meth:`list.sort` and :func:`sorted` now runs faster and uses less memory
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001214 when called with a :term:`key function`. Previously, every element of
1215 a list was wrapped with a temporary object that remembered the key value
1216 associated with each element. Now, an array of keys and values are
1217 sorted in parallel. This save the memory consumed by the sort wrappers,
1218 and it saves time lost from during comparisons which where delegated
1219 by the sort wrappers.
1220
1221 (Patch by Daniel Stuzback in :issue:`9915`.)
1222
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001223* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00001224 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001225 now uses the C speedups when the ``sort_keys`` argument is true.
1226
1227 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
1228 Antoine Pitrou in :issue:`10314`.)
1229
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001230* Recursive locks (created with the :func:`threading.RLock` API) now benefit
1231 from a C implementation which makes them as fast as regular locks, and between
1232 10x and 15x faster than their previous pure Python implementation.
1233
1234 (Contributed by Antoine Pitrou; :issue:`3001`.)
1235
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001236* The fast-search algorithm in stringlib is now used by the :meth:`split`,
1237 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
1238 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
1239 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
1240 :meth:`rpartition`.
1241
1242 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
1243
Raymond Hettinger480ed782010-12-15 22:07:15 +00001244
1245* String to integer conversions now work two "digits" at a time, reducing the
1246 number of division and modulo operations.
1247
1248 (:issue:`6713` by Gawain Bolton, Mark Dickinson, and Victor Stinner.)
1249
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001250There were several other minor optimizations. Set differencing now runs faster
1251when one operand is much larger than the other (Patch by Andress Bennetts in
1252:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
1253(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
1254has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
1255multi-argument form of :func:`operator.attrgetter` now function runs slightly
1256faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
1257multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
1258
Antoine Pitroud3052002010-09-15 15:09:40 +00001259
Victor Stinner47ce9652010-10-29 00:57:35 +00001260Unicode
1261=======
Victor Stinner94908bb2010-08-18 21:23:25 +00001262
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001263Python has been updated to Unicode 6.0.0. The new features of the
1264Unicode Standard that will affect Python users include:
1265
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001266* addition of 2,088 characters, including over 1,000 additional
1267 symbols—chief among them the additional emoji symbols, which are
1268 especially important for mobile phones;
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001269
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001270* changes to character properties for existing characters including
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001271
Raymond Hettingerc74d5182010-12-02 01:38:25 +00001272 - a general category change to two Kannada characters (U+0CF1,
1273 U+0CF2), which has the effect of making them newly eligible for
1274 inclusion in identifiers;
1275
1276 - a general category change to one New Tai Lue numeric character
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001277 (U+19DA), which has the effect of disqualifying it from
1278 inclusion in identifiers.
1279
1280 For more information, see `Unicode Character Database Changes
1281 <http://www.unicode.org/versions/Unicode6.0.0/#Database_Changes>`_
1282 at the `Unicode Consortium <http://www.unicode.org/>`_ web site.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001283
Éric Araujo4234ad42010-09-05 17:32:25 +00001284The :mod:`os` module has two new functions: :func:`~os.fsencode` and
Victor Stinner47ce9652010-10-29 00:57:35 +00001285:func:`~os.fsdecode`. Add :data:`os.environb`: bytes version of
1286:data:`os.environ`, :func:`os.getenvb` function and
1287:data:`os.supports_bytes_environ` constant.
Victor Stinnere8d51452010-08-19 01:05:19 +00001288
Georg Brandl326c57d2010-11-26 12:10:06 +00001289``'mbcs'`` encoding doesn't ignore the error handler argument any more. By
Victor Stinner47ce9652010-10-29 00:57:35 +00001290default (strict mode), it raises an UnicodeDecodeError on undecodable byte
1291sequence and UnicodeEncodeError on unencodable character. To get the ``'mbcs'``
1292encoding of Python 3.1, use ``'ignore'`` error handler to decode and
1293``'replace'`` error handler to encode. ``'mbcs'`` supports ``'strict'`` and
1294``'ignore'`` error handlers for decoding, and ``'strict'`` and ``'replace'``
1295for encoding.
1296
1297On Mac OS X, Python uses ``'utf-8'`` to decode the command line arguments,
1298instead of the locale encoding (which is ISO-8859-1 if the ``LANG`` environment
1299variable is not set).
1300
1301By default, tarfile uses ``'utf-8'`` encoding on Windows (instead of
1302``'mbcs'``), and the ``'surrogateescape'`` error handler on all operating
1303systems.
Antoine Pitroud3052002010-09-15 15:09:40 +00001304
Raymond Hettinger480ed782010-12-15 22:07:15 +00001305* Added the *cp720* Arabic DOS encoding (:issue:`1616979`).
1306
Victor Stinner94908bb2010-08-18 21:23:25 +00001307
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001308Documentation
1309=============
1310
1311The documentation continues to be improved.
1312
1313A table of quick links has been added to the top of lengthy sections such as
1314:ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
1315accompanied by tables of cheatsheet-style summaries to provide an overview and
1316memory jog without having to read all of the docs.
1317
1318In some cases, the pure python source code can be helpful adjunct to the docs,
1319so now some modules feature quick links to the latest version of the source
1320code. For example, the :mod:`functools` module documentation has a quick link
1321at the top labeled :source:`functools Python source code <Lib/functools.py>`.
1322
1323The docs now contain more examples and recipes. In particular, :mod:`re` module
1324has an extensive section, :ref:`re-examples`. Likewise, the :mod:`itertools`
1325module continues to be updated with new :ref:`itertools-recipes`.
1326
Raymond Hettinger677e10a2010-12-07 06:45:30 +00001327The :mod:`datetime` module now has an auxiliary implementation in pure Python.
1328No functionality was changed. This just provides an easier-to-read
1329alternate implementation. (Contributed by Alexander Belopolsky.)
1330
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001331
1332IDLE
1333====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001334
Georg Brandlcc9d2372010-12-10 19:22:11 +00001335* The format menu now has an option to clean-up source files by stripping
1336 trailing whitespace (:issue:`5150`).
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001337
1338
1339Build and C API Changes
1340=======================
1341
1342Changes to Python's build process and to the C API include:
1343
Georg Brandlda0a2112010-09-05 11:28:33 +00001344* The C functions that access the Unicode Database now accept and return
1345 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001346 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00001347 in Python is that :func:`unicodedata.numeric` now returns the correct value
1348 for large code points, and :func:`repr` may consider more characters as
1349 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001350
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001351 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
1352
Georg Brandlda0a2112010-09-05 11:28:33 +00001353* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00001354 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00001355 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001356
Georg Brandlda0a2112010-09-05 11:28:33 +00001357 (Contributed by Antoine Pitrou; :issue:`9203`.)
1358
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00001359* The option ``--with-wctype-functions`` was removed. The built-in unicode
1360 database is now used for all functions.
1361
1362 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
1363
Raymond Hettinger480ed782010-12-15 22:07:15 +00001364* Hash values are now values of a new type, :c:type:`Py_hash_t`, which is
1365 defined to be the same size as a pointer. Previously they were of type long,
1366 which on some 64-bit operating systems is still only 32 bits long. As a
1367 result of this fix, :class:`set` and :class:`dict` can now hold more than
1368 ``2**32`` entries on builds with 64-bit pointers (previously, they could grow
1369 to that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00001370
Raymond Hettinger480ed782010-12-15 22:07:15 +00001371 (Suggested by Raymond Hettinger and implemented by Benjamin Peterson;
1372 :issue:`9778`.)
1373
1374* A new macro :c:macro:`Py_VA_COPY` copies the state of the variable argument
1375 list. It is equivalent to C99 *va_copy* but available on all python platforms
1376 (:issue:`2443`).
1377
1378* A new C API function :c:func:`PySys_SetArgvEx` allows an embeddered
1379 interpreter to set sys.argv without also modifying :attr:`sys.path`
1380 (:issue:`5753`).
1381
1382* :c:macro:`PyEval_CallObject` is now only available in macro form. The
1383 function declaration, which was kept for backwards compatibility reasons, is
1384 now removed -- the macro was introduced in 1997 (:issue:`8276`).
1385
1386* The is a new function :c:func:`PyLong_AsLongLongAndOverflow` which
1387 is analogous to :c:func:`PyLong_AsLongAndOverflow`. The both serve to
1388 convert Python :class:`int` into a native fixed-width type while providing
1389 detection of cases where the conversion won't fit (:issue:`7767`).
1390
1391* The :c:func:`PyUnicode_CompareWithASCIIString` now returns *not equal*
1392 if the Python string in *NUL* terminated.
1393
1394* There is a new function :c:func:`PyErr_NewExceptionWithDoc` that is
1395 like :c:func:`PyErr_NewException` but allows a docstring to be specified.
1396 This lets C exceptions have the same self-documenting capabilities as
1397 their pure Python counterparts (:issue:`7033`).
1398
1399* When compiled with the ``--with-valgrind`` option, the pymalloc
1400 allocator will be automatically disabled when running under Valgrind. This
1401 gives improved memory leak detection when running under Valgrind, while taking
1402 advantage of pymalloc at other times (:issue:`2422`).
1403
1404* Removed the "O?" format from the *PyArg_Parse* functions. The format is no
1405 longer used and it had never been documented (:issue:`8837`).
1406
1407There were a number of other small changes to the C-API. See the
1408:file:`Misc/NEWS` file for a complete list.
Skip Montanaro961aaf52010-10-17 22:22:24 +00001409
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001410
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00001411Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001412=====================
1413
Georg Brandlda0a2112010-09-05 11:28:33 +00001414This section lists previously described changes and other bugfixes that may
1415require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001416
Antoine Pitroucd889af2010-10-06 21:13:56 +00001417* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
1418 are often incompatible with the 3.1 APIs.
1419
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001420* :class:`bytearray` objects can no longer be used as filenames; instead,
1421 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00001422
Victor Stinner25e8ec42010-06-25 00:02:38 +00001423* PyArg_Parse*() functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00001424
Victor Stinner25e8ec42010-06-25 00:02:38 +00001425 * "t#" format has been removed: use "s#" or "s*" instead
1426 * "w" and "w#" formats has been removed: use "w*" instead
1427
Georg Brandl60203b42010-10-06 10:11:56 +00001428* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
1429 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00001430 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00001431 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00001432
Raymond Hettingere0a96002010-12-15 17:54:13 +00001433* The :func:`sys.setfilesystemencoding` function was removed because
1434 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00001435
Raymond Hettingere0a96002010-12-15 17:54:13 +00001436* The :func:`random.seed` function and method now salt string seeds with an
1437 sha512 hash function. To access the previous version of *seed* in order to
1438 reproduce Python 3.1 sequences, set the *version* argument to *1*,
1439 ``random.seed(s, version=1)``.
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001440
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00001441* The previously deprecated :func:`string.maketrans` function has been removed
1442 in favor of the static methods, :meth:`bytes.maketrans` and
1443 :meth:`bytearray.maketrans`. This change solves the confusion around which
1444 types were supported by the :mod:`string` module. Now, :class:`str`,
1445 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
1446 **translate** methods with intermediate translation tables of the appropriate
1447 type.
1448
1449 (Contributed by Georg Brandl; :issue:`5675`.)
1450
1451* The previously deprecated :func:`contextlib.nested` function has been removed
1452 in favor of a plain :keyword:`with` statement which can accept multiple
1453 context managers. The latter technique is faster (because it is built-in),
1454 and it does a better job finalizing multiple context managers when one of them
1455 raises an exception::
1456
1457 >>> with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
1458 ... for line in infile:
1459 ... if '<critical>' in line:
1460 ... outfile.write(line)
1461
1462 (Contributed by Georg Brandl and Mattias Brändström;
1463 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)