blob: e3a92d1956bc4655b698912fbb9c098d117332bd [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 Hettinger6e6565b2009-06-28 20:56:11 +0000422
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000423* Previously it was illegal to delete a name from the local namespace if it
424 occurs as a free variable in a nested block::
425
426 >>> def outer(x):
427 ... def inner():
428 ... return x
429 ... inner()
430 ... del x
431
432 This is now allowed. Remember that the target of an :keyword:`except` clause
433 is cleared, so this code which used to work with Python 2.6, raised a
434 :exc:`SyntaxError` with Python 3.1 and now works again::
435
436 >>> def f():
437 ... def print_error():
438 ... print(e)
439 ... try:
440 ... something
441 ... except Exception as e:
442 ... print_error()
443 ... # implicit "del e" here
444
445 (See :issue:`4617`.)
446
Raymond Hettinger480ed782010-12-15 22:07:15 +0000447* The internal :c:type:`structsequence` tool now creates subclasses of tuple.
448 This means that C generated structures like those returned by :func:`os.stat`,
449 :func:`time.gmtime`, and :func:`sys.version_info` now work like a
450 :term:`named tuple` and are more interoperable with functions and methods that
451 expect a tuple as an argument. The is a big step forward in making the C
452 structures as flexible as their pure Python counterparts.
453
454 (Suggested by Arfrever Frehtes Taifersar Arahesis and implemented
455 by Benjamin Peterson in :issue:`8413`.)
456
457* Warnings are now easier control. An :envvar:`PYTHONWARNINGS` environment
458 variable is now available as an alternative to using ``-W`` at the command
459 line.
460
461 (Suggested by Barry Warsaw and implemented by Philip Jenvey in :issue:`7301`.)
462
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000463* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000464 emitted when potential issues with resource consumption or cleanup
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000465 are detected. It is silenced by default in normal release builds, but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000466 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000467 module, or on the command line.
468
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000469 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000470 :data:`gc.garbage` list isn't empty. This is meant to make the programmer
471 aware that their code contains object finalization issues.
472
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000473 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000474 without having been explicitly closed. While the deallocator for such
475 object ensures it closes the underlying operating system resource
476 (usually, a file descriptor), the delay in deallocating the object could
477 produce various issues, especially under Windows. Here is an example
478 of enabling the warning from the command line::
479
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000480 $ ./python -q -Wdefault
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000481 >>> f = open("foo", "wb")
482 >>> del f
483 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000484
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000485 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000486
Raymond Hettingera0266332010-12-07 08:52:41 +0000487* :class:`range` objects now support *index* and *count* methods. This is part
488 of an effort to make more objects fully implement the
489 :class:`collections.Sequence` :term:`abstract base class`. As a result, the
490 language will have a more uniform API. In addition, :class:`range` objects
491 now support slicing and negative indices. This makes *range* more
Raymond Hettinger2ffa6712010-12-08 10:18:21 +0000492 interoperable with lists::
493
494 >>> range(0, 100, 2).count(10)
495 1
496 >>> range(0, 100, 2).index(10)
497 5
498 >>> range(0, 100, 2)[5]
499 10
500 >>> range(0, 100, 2)[0:5]
501 range(0, 10, 2)
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000502
503 (Contributed by Daniel Stuzback in :issue:`9213` and by Alexander Belopolsky
504 in :issue:`2690`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000505
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000506* The :func:`callable` builtin function from Py2.x was resurrected. It provides
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000507 a concise, readable alternative to using an :term:`abstract base class` in an
Raymond Hettinger792c0762010-12-09 16:41:54 +0000508 expression like ``isinstance(x, collections.Callable)``:
509
510 >>> callable(max)
511 True
512 >>> callable(20)
513 False
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000514
515 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000516
Raymond Hettinger070ec702010-12-10 17:45:13 +0000517* Python's import mechanism can now load module installed in directories with
518 non-ASCII characters in the path name.
519
520 (Required extensive work by Victor Stinner in :issue:`9425`.)
521
522
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000523New, Improved, and Deprecated Modules
524=====================================
525
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000526Python's standard library has undergone significant maintenance efforts and
527quality improvements.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000528
529The biggest news for Python 3.2 is that the :mod:`email` package and
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000530:mod:`nntplib` modules now work correctly with the bytes/text model in Python 3.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000531For the first time, there is correct handling of inputs with mixed encodings.
532
533Another significant win is the addition of substantially better support for
534*SSL* connections and security certificates.
535
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000536In addition, more functions and classes now have a :term:`context manager` to
537support convenient and reliable resource clean-up using the
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000538:keyword:`with`-statement.
539
Raymond Hettinger0358a172010-12-15 19:00:38 +0000540email
541-----
542
543The usability of the :mod:`email` package in Python 3 has been mostly fixed by
544the extensive efforts of R. David Murray. The problem was that emails are
545typically read and stored in the form of :class:`bytes` rather than :class:`str`
546text, and they may contain multiple encodings within a single email. So, the
547email package had to be extended to parse and generate email messages in bytes
548format.
549
550* New functions :func:`~email.message_from_bytes` and
551 :func:`~email.message_from_binary_file`, and new classes
552 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
553 allow binary message data to be parsed into model objects.
554
555* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
556 will by default decode a message body that has a
557 :mailheader:`Content-Transfer-Encoding` of *8bit* using the charset
558 specified in the MIME headers and return the resulting string.
559
560* Given bytes input to the model, :class:`~email.generator.Generator` will
561 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
562 *8bit* to instead have a *7bit* :mailheader:`Content-Transfer-Encoding`.
563
564* A new class :class:`~email.generator.BytesGenerator` produces bytes as output,
565 preserving any unchanged non-ASCII data that was present in the input used to
566 build the model, including message bodies with a
567 :mailheader:`Content-Transfer-Encoding` of *8bit*.
568
569* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
570 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
571 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
572 :class:`~email.message.Message` object and can optionally obtain the
573 *from_addr* and *to_addrs* addresses directly from the object.
574
575.. XXX Update before 3.2rc1 to reflect all of the latest work and add examples.
576
577(Proposed and implemented by R. David Murray, :issue:`4661` and :issue:`10321`.)
578
579
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000580functools
581---------
582
Éric Araujo4234ad42010-09-05 17:32:25 +0000583* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000584 calls. :func:`functools.lru_cache` can save repeated queries to an external
585 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000586
Raymond Hettinger86f96132010-08-06 23:23:49 +0000587 For example, adding a caching decorator to a database query function can save
588 database accesses for popular searches::
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000589
Georg Brandlda0a2112010-09-05 11:28:33 +0000590 @functools.lru_cache(maxsize=300)
591 def get_phone_number(name):
592 c = conn.cursor()
593 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
594 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000595
Georg Brandlda0a2112010-09-05 11:28:33 +0000596 >>> for name in user_requests:
Raymond Hettinger7496b412010-11-30 19:15:45 +0000597 ... get_phone_number(name) # cached lookup
598
599 To help with choosing an effective cache size, the wrapped function is
600 instrumented for tracking cache statistics:
601
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000602 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000603 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000604
Raymond Hettingerf3098282010-08-15 03:30:45 +0000605 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000606 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000607
Georg Brandlda0a2112010-09-05 11:28:33 +0000608 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000609
Raymond Hettinger6e353942010-12-04 23:42:12 +0000610 (Contributed by Raymond Hettinger and incorporating design ideas from
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000611 Jim Baker, Miki Tebeka, and Nick Coghlan.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000612
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000613* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
614 pointing to the original callable function. This allows wrapped functions to
615 be introspected. It also copies :attr:`__annotations__` if defined. And now
616 it also gracefully skips over missing attributes such as :attr:`__doc__` which
Raymond Hettinger5eb63902010-12-09 23:43:34 +0000617 might not be defined for the wrapped callable.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000618
619 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
620 :issue:`8814`.)
621
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000622itertools
623---------
624
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000625* The :mod:`itertools` module has a new :func:`~itertools.accumulate` function
Raymond Hettingera5a35542010-12-05 00:39:18 +0000626 modeled on APL's *scan* operator and on Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000627
628 >>> list(accumulate(8, 2, 50))
629 [8, 10, 60]
630
631 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
632 >>> list(accumulate(prob_dist)) # cumulative probability distribution
633 [0.1, 0.5, 0.7, 1.0]
634
635 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
636 the random module <random-examples>`.
637
638 (Contributed by Raymond Hettinger and incorporating design suggestions
639 from Mark Dickinson.)
640
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000641collections
642-----------
643
Raymond Hettinger792c0762010-12-09 16:41:54 +0000644* The :class:`collections.Counter` class now has two forms of in-place
645 subtraction, the existing *-=* operator for `saturating subtraction
646 <http://en.wikipedia.org/wiki/Saturation_arithmetic>`_ and the new
647 :meth:`~collections.Counter.subtract` method for regular subtraction. The
648 former is suitable for `multisets <http://en.wikipedia.org/wiki/Multiset>`_
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000649 which only have positive counts, and the latter is more suitable for use cases
Raymond Hettinger792c0762010-12-09 16:41:54 +0000650 that allow negative counts:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000651
Raymond Hettinger792c0762010-12-09 16:41:54 +0000652 >>> tally = Counter(dogs=5, cat=3)
653 >>> tally -= Counter(dogs=2, cats=8) # saturating subtraction
654 >>> tally
655 Counter({'dogs': 3})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000656
Raymond Hettinger792c0762010-12-09 16:41:54 +0000657 >>> tally = Counter(dogs=5, cats=3)
658 >>> tally.subtract(dogs=2, cats=8) # regular subtraction
659 >>> tally
660 Counter({'dogs': 3, 'cats': -5})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000661
Raymond Hettinger792c0762010-12-09 16:41:54 +0000662 (Contributed by Raymond Hettinger.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000663
Raymond Hettingere0a96002010-12-15 17:54:13 +0000664* The :class:`collections.OrderedDict` class has a new method
665 :meth:`~collections.OrderedDict.move_to_end` which takes an existing key and
666 moves it to either the beginning or end of an ordered sequence. When the
667 dictionary sequence is being used as a queue, these operations correspond to
668 "move to the front of the line" or "move to the back of the line":
669
670 >>> d = OrderedDict.fromkeys(['a', 'b', 'X', 'd', 'e'])
671 >>> list(d)
672 ['a', 'b', 'X', 'd', 'e']
673 >>> d.move_to_end('X', last=True)
674 >>> list(d)
675 ['a', 'b', 'd', 'e', 'X']
676 >>> d.move_to_end('X', last=False)
677 >>> list(d)
678 ['X', 'a', 'b', 'd', 'e']
679
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000680datetime
681--------
682
Raymond Hettinger792c0762010-12-09 16:41:54 +0000683* The :mod:`datetime` module has a new type :class:`~datetime.timezone` that
684 implements the :class:`~datetime.tzinfo` interface by returning a fixed UTC
685 offset and timezone name. This makes it easier to create timezone aware
686 datetime objects:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000687
Raymond Hettinger792c0762010-12-09 16:41:54 +0000688 >>> datetime.now(timezone.utc)
689 datetime.datetime(2010, 12, 8, 21, 4, 2, 923754, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000690
Raymond Hettinger792c0762010-12-09 16:41:54 +0000691 >>> datetime.strptime("01/01/2000 12:00 +0000", "%m/%d/%Y %H:%M %z")
692 datetime.datetime(2000, 1, 1, 12, 0, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000693
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000694* Also, :class:`~datetime.timedelta` objects can now be multiplied by
Raymond Hettinger792c0762010-12-09 16:41:54 +0000695 :class:`float` and divided by :class:`float` and :class:`int` objects.
696
697 (Contributed by Alexander Belopolsky in :issue:`1289118`, :issue:`5094` and
698 :issue:`6641`.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000699
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000700abc
701---
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000702
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000703The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
704:func:`~abc.abstractstaticmethod`.
Raymond Hettingera5a35542010-12-05 00:39:18 +0000705
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000706These tools make it possible to define an :term:`Abstract Base Class` that
707requires a particular :func:`classmethod` or :func:`staticmethod` to be
708implemented.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000709
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000710(Patch submitted by Daniel Urban; :issue:`5867`.)
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000711
Raymond Hettinger480ed782010-12-15 22:07:15 +0000712contextlib
713----------
714
715There is a new and slightly mind-blowing tool
716:class:`~contextlib.ContextDecorator` that is helpful for creating a
717:term:`context manager` that does double-duty as a function decorator.
718
719As a convenience, this new functionality is used by
720:func:`~contextlib.contextmanager` so that no extra effort is needed to support
721both roles.
722
723The basic idea is that both context managers and function decorators can be used
724for pre-action and post-action wrappers. Context managers wrap a group of
725statements using the :keyword:`with`-statement, and function decorators wrap a
726group of statements enclosed in a function. So, occasionally there is a need to
727write a pre/post action wrapper that can be used in either role.
728
729For example, it is sometimes useful to wrap functions or groups of statements
730with a logger that can track the time of entry and time of exit. Rather than
731writing both a function decorator and a context manager for the task, the
732:func:`~contextlib.contextmanager` provides both capabilities in a single
733definition:
734
735>>> import logging
736>>> logging.basicConfig(level=logging.INFO)
737>>> @contextmanager
738... def track_entry_and_exit():
739... logging.info('Entry')
740... yield
741... logging.info('Exit')
742
743Formerly, this would have only been usable as a context manager:
744
745>>> with track_entry_and_exit():
746... print('Some time consuming activity goes here')
747
748Now, it can be used as a decorator as well:
749
750>>> @track_entry_and_exit
751... def activity():
752... print('Some time consuming activity goes here'
753
754Trying to fulfill two roles at once places some limitations on the technique.
755Context managers normally have the flexibility to return an argument usable by
756the :keyword:`with`-statement, and function decorators can be constructed to
757accept arguments or to know the name of the function they are enclosing. Since
758those features of context managers and function decorators are not overlapping,
759those features are not supported.
760
761In the above example, there is not a clean way for the
762:func:`track_entry_and_exit` decorator to know the name of the enclosed
763function. Likewise, the *track_entry_and_exit* context manager does not have a
764way to return a logging instance for use in the body of enclosed statements.
765
766(Contributed by Michael Foord in :issue:`9110`.)
767
Raymond Hettinger07a605b2010-12-15 22:35:03 +0000768decimal and fractions
769---------------------
770
771Mark Dickinson crafted an elegant and efficient scheme for assuring that
772different numeric datatypes will have the same hash value whenever their actual
773values are equal (:issue:`8188`)::
774
775 >>> assert hash(Fraction(3, 2)) == hash(1.5) == \
776 hash(Decimal("1.5")) == hash(complex(1.5, 0))
777
778An early decision to limit the inter-operability of various numeric types has
779been relaxed. It is still unsupported (and ill-advised) to to have implicit
780mixing in arithmetic expressions such as ``Decimal('1.1') + float('1.1')``
781because the latter loses information in the process of constructing the binary
782float. However, since existing floating point value can be converted losslessly
783to either a decimal or rational representation, it makes sense to add them to
784the constructor and to support mixed-type comparisons.
785
786* The :class:`decimal.Decimal` contructor now accepts :class:`float` objects
787 directly so there in no longer a need to use the :meth:`~decimal.Decimal.from_float`
788 method.
789
790* Mixed type comparisons are now fully supported so that
791 :class:`~decimal.Decimal` objects can be directly compared with :class:`float`
792 and :class:`fractions.Fraction`.
793
794Similar changes were made to :class:`fractions.Fraction` so that the
795:meth:`~fractions.Fraction.from_float()` and :meth:`~fractions.Fraction.from_decimal`
796methods are no longer needed.
797
798Another useful change for the :mod:`decimal` module is that the
799:attr:`Context.clamp` attribute is now public. This is useful in creating
800contexts that correspond to the decimal interchange formats specified in IEEE
801754 (see :issue:`8540`).
802
803(Contributed by Mark Dickinson.)
804
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000805ftp
806---
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000807
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000808The :class:`ftplib.FTP` class now supports the context manager protocol to
809unconditionally consume :exc:`socket.error` exceptions and to close the FTP
810connection when done::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +0000811
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000812 >>> from ftplib import FTP
813 >>> with FTP("ftp1.at.proftpd.org") as ftp:
814 ... ftp.login()
815 ... ftp.dir()
816 ...
817 '230 Anonymous login ok, restrictions apply.'
818 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
819 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
820 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
821 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Georg Brandlda0a2112010-09-05 11:28:33 +0000822
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000823Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
824also grew auto-closing context managers::
825
826 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
827 for line in f:
828 process(line)
829
830(Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
831by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +0000832
Raymond Hettinger0358a172010-12-15 19:00:38 +0000833.. XXX mention os.popen and subprocess.Popen auto-closing of fds
Georg Brandl3ad46752010-12-05 07:59:29 +0000834
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000835gzip
836----
Antoine Pitroucd889af2010-10-06 21:13:56 +0000837
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000838:class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
839:term:`abstract base class` (except for ``truncate()``). It also has a
840:meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
841zero-padded file objects.
Raymond Hettingera0266332010-12-07 08:52:41 +0000842
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000843The :mod:`gzip` module also gains the :func:`~gzip.compress` and
844:func:`~gzip.decompress` functions for easier in-memory compression and
845decompression. Keep in mind that text needs to be encoded in to :class:`bytes`
846before compressing and decompressing:
Raymond Hettingera0266332010-12-07 08:52:41 +0000847
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000848>>> s = 'Three shall be the number thou shalt count, '
849>>> s += 'and the number of the counting shall be three'
850>>> b = s.encode() # convert to utf-8
851>>> len(b)
85289
853>>> c = gzip.compress(b)
854>>> len(c)
85577
856>>> gzip.decompress(c).decode()[:42] # decompress and convert to text
857'Three shall be the number thou shalt count,'
Antoine Pitroucd889af2010-10-06 21:13:56 +0000858
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000859(Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
860Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
861:issue:`2846`.)
862
863shutil
864------
865
866The :func:`shutil.copytree` function has two new options:
Antoine Pitroud67075e2010-07-31 22:48:02 +0000867
Raymond Hettingerdb9044e2010-09-06 01:29:23 +0000868 * *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
869 copies the file pointed to by the symlink, not the symlink itself. This
Georg Brandlda0a2112010-09-05 11:28:33 +0000870 option will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000871
Raymond Hettingerdb9044e2010-09-06 01:29:23 +0000872 * *copy_function*: is a callable that will be used to copy files.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000873 :func:`shutil.copy2` is used by default.
874
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000875(Contributed by Tarek Ziadé.)
Antoine Pitroud67075e2010-07-31 22:48:02 +0000876
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000877sqlite3
878-------
Antoine Pitroue43f9d02010-08-08 23:24:50 +0000879
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000880The :mod:`sqlite3` module has two new capabilities.
Antoine Pitroue43f9d02010-08-08 23:24:50 +0000881
Raymond Hettinger0358a172010-12-15 19:00:38 +0000882* The :attr:`sqlite3.Connection.in_transit` attribute is true if there is an
883 active transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000884
Raymond Hettinger0358a172010-12-15 19:00:38 +0000885* The :meth:`sqlite3.Connection.enable_load_extension` and
886 :meth:`sqlite3.Connection.load_extension` methods allows you to load SQLite
887 extensions from ".so" files. One well-known extension is the fulltext-search
888 extension distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +0000889
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000890(Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
891
892socket
893------
894
895The :mod:`socket` module has two new improvements.
896
897* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
898 the socket into closed state without actually closing the underlying file
899 descriptor. The latter can then be reused for other purposes.
900 (Added by Antoine Pitrou; :issue:`8524`.)
901
902* :func:`socket.create_connection` now supports the context manager protocol
903 to unconditionally consume :exc:`socket.error` exceptions and to close the
904 socket when done.
905 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
906
907ssl
908---
Antoine Pitroud67075e2010-07-31 22:48:02 +0000909
Georg Brandlda0a2112010-09-05 11:28:33 +0000910* The :mod:`ssl` module has a new class, :class:`~ssl.SSLContext` which serves
911 as a container for various persistent SSL data, such as protocol settings,
912 certificates, private keys, and various other options. The
913 :meth:`~ssl.SSLContext.wrap_socket` method allows to create an SSL socket from
914 such an SSL context. (Added by Antoine Pitrou; :issue:`8550`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000915
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000916* A new function, :func:`ssl.match_hostname`, helps implement server identity
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +0000917 verification for higher-level protocols by implementing the rules of
918 HTTPS (from :rfc:`2818`), which are also suitable for other protocols.
919 (Added by Antoine Pitrou, :issue:`1589`).
920
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000921* The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
Georg Brandlda0a2112010-09-05 11:28:33 +0000922 argument that's a string listing the encryption algorithms to be allowed; the
923 format of the string is described `in the OpenSSL documentation
924 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__. (Added
925 by Antoine Pitrou; :issue:`8322`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000926
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000927* When linked against a recent enough version of OpenSSL, the :mod:`ssl`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000928 module now supports the Server Name Indication extension to the TLS
929 protocol, allowing for several "virtual hosts" using different certificates
930 on a single IP/port. This extension is only supported in client mode,
931 and is activated by passing the *server_hostname* argument to
932 :meth:`SSLContext.wrap_socket`.
933 (Added by Antoine Pitrou, :issue:`5639`.)
934
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000935* Various options have been added to the :mod:`ssl` module, such as
Georg Brandlda0a2112010-09-05 11:28:33 +0000936 :data:`~ssl.OP_NO_SSLv2` which allows to force disabling of the insecure and
937 obsolete SSLv2 protocol. (Added by Antoine Pitrou; :issue:`4870`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000938
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000939* Another change makes the extension load all of OpenSSL's ciphers and digest
Georg Brandlda0a2112010-09-05 11:28:33 +0000940 algorithms so that they're all available. Some SSL certificates couldn't be
941 verified, reporting an "unknown algorithm" error. (Reported by Beda Kosata,
942 and fixed by Antoine Pitrou; :issue:`8484`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000943
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000944* The version of OpenSSL being used is now available as the module attributes
Georg Brandlda0a2112010-09-05 11:28:33 +0000945 :data:`ssl.OPENSSL_VERSION` (a string), :data:`ssl.OPENSSL_VERSION_INFO` (a
946 5-tuple), and :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer). (Added by
947 Antoine Pitrou; :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +0000948
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000949nntp
950----
Raymond Hettinger070ec702010-12-10 17:45:13 +0000951
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000952The :mod:`nntplib` module has a revamped implementation with better bytes and
953unicode semantics as well as more practical APIs. These improvements break
954compatibility with the nntplib version in Python 3.1, which was partly
955dysfunctional in itself.
Raymond Hettinger070ec702010-12-10 17:45:13 +0000956
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000957(Contributed by Antoine Pitrou in :issue:`9360`)
958
959certificates
960------------
961
962:class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
963and :func:`urllib.request.urlopen` now take optional arguments to allow for
964server certificate checking against a set of Certificate Authorities,
965as recommended in public uses of HTTPS.
966
967(Added by Antoine Pitrou, :issue:`9003`.)
968
969unittest
970--------
Antoine Pitrouafb078d2010-11-05 22:18:28 +0000971
Raymond Hettingera0266332010-12-07 08:52:41 +0000972* The command-line call, ``python -m unittest`` can now accept file paths
973 instead of module names for running specific tests (:issue:`10620`). The new
974 test discovery can find tests within packages, locating any test importable
975 from the top level directory. The top level directory can be specified with
976 the `-t` option, a pattern for matching files with ``-p``, and a directory to
977 start discovery with ``-s``::
978
979 $ python -m unittest discover -s my_proj_dir -p '_test.py'
980
981 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +0000982
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000983* The :mod:`unittest` module has two new methods,
984 :meth:`~unittest.TestCase.assertWarns` and
985 :meth:`~unittest.TestCase.assertWarnsRegex` to check that a given warning type
Raymond Hettinger413abbc2010-12-05 07:06:47 +0000986 is triggered by the code under test:
Antoine Pitroud3052002010-09-15 15:09:40 +0000987
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +0000988 >>> with self.assertWarns(DeprecationWarning):
989 ... legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +0000990
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000991 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000992 compare two iterables to determine if their element counts are equal (whether
993 the same elements are present with the same number of occurrences regardless
994 of order)::
Raymond Hettingera0266332010-12-07 08:52:41 +0000995
996 def test_anagram(self):
997 self.assertCountEqual('algorithm', 'logarithm')
998
999 A principal feature of the unittest module is an effort to produce meaningful
1000 diagnostics when a test fails. When possible the failure is recorded along
1001 with a diff of the output. This is especially helpful for analyzing log files
1002 of failed test runs. However, since diffs can sometime be voluminous, there is
1003 a new :attr:`~unittest.TestCase.maxDiff` attribute which sets maximum length of
1004 diffs.
1005
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +00001006 In addition the naming in the module has undergone a number of clean-ups. For
Raymond Hettingera0266332010-12-07 08:52:41 +00001007 example, :meth:`~unittest.TestCase.assertRegex` is the new name for
1008 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001009 test uses :func:`re.search`, not :func:`re.match`. Other methods using
1010 regular expressions are now named using short form "Regex" in preference
1011 to "Regexp" -- this matches the names used in other unittest implementations,
1012 matches Python's old name for the :mod:`re` module, and it has unambiguous
1013 camel-casing.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001014
1015 To improve consistency, some of long-standing method aliases are being
1016 deprecated in favor of the preferred names:
1017
1018 - replace :meth:`assert_` with :meth:`.assertTrue`
1019 - replace :meth:`assertEquals` with :meth:`.assertEqual`
1020 - replace :meth:`assertNotEquals` with :meth:`.assertNotEqual`
1021 - replace :meth:`assertAlmostEquals` with :meth:`.assertAlmostEqual`
1022 - replace :meth:`assertNotAlmostEquals` with :meth:`.assertNotAlmostEqual`
1023
1024 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
1025 to be removed in Python 3.3. See also the :ref:`deprecated-aliases` section in
1026 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001027
1028 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001029
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001030random
1031------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001032
Raymond Hettinger0358a172010-12-15 19:00:38 +00001033The integer methods in the :mod:`random` module now do a better job of producing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001034uniform distributions. Previously, they computed selections with
1035``int(n*random())`` which had a slight bias whenever *n* was not a power of two.
1036Now, multiple selections are made from a range upto the next power of two and a
1037selection is kept only when it falls within the range ``0 <= x < n``. The
1038functions and methods affected are :func:`~random.randrange`,
1039:func:`~random.randint`, :func:`~random.choice`, :func:`~random.shuffle` and
1040:func:`~random.sample`.
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001041
1042(Contributed by Raymond Hettinger; :issue:`9025`.)
1043
1044poplib
1045------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001046
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001047* :class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
1048 :class:`ssl.SSLContext` object allowing bundling SSL configuration options,
1049 certificates and private keys into a single (potentially long-lived)
1050 structure.
1051
1052 (Contributed by Giampaolo Rodolà; :issue:`8807`.)
1053
Giampaolo Rodolà977c7072010-10-04 21:08:36 +00001054* :class:`asyncore.dispatcher` now provides a
1055 :meth:`~asyncore.dispatcher.handle_accepted()` method
1056 returning a `(sock, addr)` pair which is called when a connection has actually
1057 been established with a new remote endpoint. This is supposed to be used as a
1058 replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
1059 the user to call :meth:`~asyncore.dispatcher.accept()` directly.
1060
1061 (Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001062
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001063tempfile
1064--------
Raymond Hettingera0266332010-12-07 08:52:41 +00001065
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001066The :mod:`tempfile` module has a new context manager,
1067:class:`~tempfile.TemporaryDirectory` which provides easy deterministic
1068cleanup of temporary directories:
Nick Coghlan543af752010-10-24 11:23:25 +00001069
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001070>>> with tempfile.TemporaryDirectory() as tmpdirname:
1071... print 'created temporary directory', tmpdirname
Nick Coghlan543af752010-10-24 11:23:25 +00001072
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001073(Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001074
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001075inspect
1076-------
1077
Raymond Hettinger0358a172010-12-15 19:00:38 +00001078* The :mod:`inspect` module has a new function
1079 :func:`~inspect.getgeneratorstate` to easily identify the current state of a
1080 generator as one of ``GEN_CREATED``, ``GEN_RUNNING``, ``GEN_SUSPENDED`` or
1081 ``GEN_CLOSED``. (Contributed by Rodolpho Eckhardt and Nick Coghlan,
1082 :issue:`10220`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001083
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001084* To support lookups without the possibility of activating a dynamic attribute,
1085 the :mod:`inspect` module has a new function, :func:`~inspect.getattr_static`.
1086 Unlike, :func:`hasattr`, this is a true read-only search, guaranteed not to
1087 change state while it is searching. (Contributed by Michael Foord.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001088
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001089pydoc
1090-----
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001091
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001092The :mod:`pydoc` module now provides a much improved Web server interface,
1093as well as a new command-line option to automatically open a browser
1094window to display that server.
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001095
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001096(Contributed by Ron Adam; :issue:`2001`.)
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001097
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001098sysconfig
1099---------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001100
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001101The new :mod:`sysconfig` module makes it straight-forward to discover
1102installation paths and configuration variables which vary across platforms and
1103installations.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001104
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001105The module offers access simple access functions for platform and version
1106information:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001107
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001108* :func:`~sysconfig.get_platform` returning values like *linux-i586* or
1109 *macosx-10.6-ppc*.
1110* :func:`~sysconfig.get_python_version` returns a Python version string in
1111 the form, "3.2".
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001112
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001113It also provides access to the paths and variables corresponding to one of
1114seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
1115*posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001116
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001117* :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
1118 for the current installation scheme.
1119* :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
1120 variables.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001121
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001122There is also a convenient command-line interface::
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001123
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001124 C:\Python32>python -m sysconfig
1125 Platform: "win32"
1126 Python version: "3.2"
1127 Current installation scheme: "nt"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001128
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001129 Paths:
1130 data = "C:\Python32"
1131 include = "C:\Python32\Include"
1132 platinclude = "C:\Python32\Include"
1133 platlib = "C:\Python32\Lib\site-packages"
1134 platstdlib = "C:\Python32\Lib"
1135 purelib = "C:\Python32\Lib\site-packages"
1136 scripts = "C:\Python32\Scripts"
1137 stdlib = "C:\Python32\Lib"
1138
1139 Variables:
1140 BINDIR = "C:\Python32"
1141 BINLIBDEST = "C:\Python32\Lib"
1142 EXE = ".exe"
1143 INCLUDEPY = "C:\Python32\Include"
1144 LIBDEST = "C:\Python32\Lib"
1145 SO = ".pyd"
1146 VERSION = "32"
1147 abiflags = ""
1148 base = "C:\Python32"
1149 exec_prefix = "C:\Python32"
1150 platbase = "C:\Python32"
1151 prefix = "C:\Python32"
1152 projectbase = "C:\Python32"
1153 py_version = "3.2"
1154 py_version_nodot = "32"
1155 py_version_short = "3.2"
1156 srcdir = "C:\Python32"
1157 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
1158
1159pdb
1160---
1161
1162The :mod:`pdb` debugger module gained a number of usability improvements:
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001163
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001164* :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
1165 :file:`.pdbrc` script file.
1166* A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
1167 that continue debugging.
1168* The :class:`Pdb` class constructor now accepts a *nosigint* argument.
1169* new commands: ``l(list)``, ``ll(long list`` and ``source`` for
1170 listing source code.
1171* new commands: ``display`` and ``undisplay`` for showing or hiding
1172 the value of an expression if it has changed.
1173* new command: ``interact`` for starting an interactive interpreter containing
1174 the global and local names found in the current scope.
1175* breakpoints can be cleared by breakpoint number
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001176
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001177
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001178.. XXX: Various ConfigParser changes
1179.. XXX: Mention urllib.parse changes
1180 Issue 9873 (Nick Coghlan):
1181 - ASCII byte sequence support in URL parsing
1182 - named tuple for urldefrag return value
1183 Issue 5468 (Dan Mahn) for urlencode:
1184 - bytes input support
1185 - non-UTF8 percent encoding of non-ASCII characters
1186 Issue 2987 for IPv6 (RFC2732) support in urlparse
1187
1188
Antoine Pitroud42bc512009-11-10 23:18:31 +00001189Multi-threading
1190===============
1191
Georg Brandlda0a2112010-09-05 11:28:33 +00001192* The mechanism for serializing execution of concurrently running Python threads
1193 (generally known as the GIL or Global Interpreter Lock) has been rewritten.
1194 Among the objectives were more predictable switching intervals and reduced
1195 overhead due to lock contention and the number of ensuing system calls. The
1196 notion of a "check interval" to allow thread switches has been abandoned and
1197 replaced by an absolute duration expressed in seconds. This parameter is
1198 tunable through :func:`sys.setswitchinterval()`. It currently defaults to 5
1199 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +00001200
1201 Additional details about the implementation can be read from a `python-dev
1202 mailing-list message
1203 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +00001204 (however, "priority requests" as exposed in this message have not been kept
1205 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +00001206
Georg Brandl5e73a812010-04-22 07:02:51 +00001207 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +00001208
Georg Brandlda0a2112010-09-05 11:28:33 +00001209* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettinger09e4ebb2010-09-06 19:55:51 +00001210 :meth:`acquire` method. (Contributed by Antoine Pitrou; :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001211
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001212* Similarly, :meth:`threading.Semaphore.acquire` also gained a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +00001213 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +00001214
Antoine Pitrou810023d2010-12-15 22:59:16 +00001215* Regular and recursive lock acquisitions can now be interrupted by signals on
1216 platforms using pthreads. This means that Python programs that deadlock while
1217 acquiring locks can be successfully killed by repeatedly sending SIGINT to the
1218 process (ie, by pressing Ctl+C in most shells).
1219 (Contributed by Reid Kleckner; :issue:`8844`.)
1220
Antoine Pitroud42bc512009-11-10 23:18:31 +00001221
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001222Optimizations
1223=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001224
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001225A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001226
Antoine Pitroud3052002010-09-15 15:09:40 +00001227* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001228 being a test for membership in a set of constants. The optimizer recasts the
1229 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
1230
1231 Now that the speed penalty is gone, it is practical to start writing
1232 membership tests using set-notation. This style is both semantically clear
1233 and operationally fast::
1234
1235 extension = name.rpartition('.')[2]
1236 if extension in {'xml', 'html', 'xhtml', 'css'}:
1237 handle(name)
1238
1239 (Patch and additional tests by Dave Malcolm; :issue:`6690`).
1240
Antoine Pitroud3052002010-09-15 15:09:40 +00001241* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001242 several times faster.
1243
1244 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00001245 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001246
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001247* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001248 :meth:`list.sort` and :func:`sorted` now runs faster and uses less memory
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001249 when called with a :term:`key function`. Previously, every element of
1250 a list was wrapped with a temporary object that remembered the key value
1251 associated with each element. Now, an array of keys and values are
1252 sorted in parallel. This save the memory consumed by the sort wrappers,
1253 and it saves time lost from during comparisons which where delegated
1254 by the sort wrappers.
1255
1256 (Patch by Daniel Stuzback in :issue:`9915`.)
1257
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001258* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00001259 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001260 now uses the C speedups when the ``sort_keys`` argument is true.
1261
1262 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
1263 Antoine Pitrou in :issue:`10314`.)
1264
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001265* Recursive locks (created with the :func:`threading.RLock` API) now benefit
1266 from a C implementation which makes them as fast as regular locks, and between
1267 10x and 15x faster than their previous pure Python implementation.
1268
1269 (Contributed by Antoine Pitrou; :issue:`3001`.)
1270
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001271* The fast-search algorithm in stringlib is now used by the :meth:`split`,
1272 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
1273 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
1274 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
1275 :meth:`rpartition`.
1276
1277 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
1278
Raymond Hettinger480ed782010-12-15 22:07:15 +00001279
1280* String to integer conversions now work two "digits" at a time, reducing the
1281 number of division and modulo operations.
1282
1283 (:issue:`6713` by Gawain Bolton, Mark Dickinson, and Victor Stinner.)
1284
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001285There were several other minor optimizations. Set differencing now runs faster
1286when one operand is much larger than the other (Patch by Andress Bennetts in
1287:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
1288(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
1289has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
1290multi-argument form of :func:`operator.attrgetter` now function runs slightly
1291faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
1292multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
1293
Antoine Pitroud3052002010-09-15 15:09:40 +00001294
Victor Stinner47ce9652010-10-29 00:57:35 +00001295Unicode
1296=======
Victor Stinner94908bb2010-08-18 21:23:25 +00001297
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001298Python has been updated to Unicode 6.0.0. The new features of the
1299Unicode Standard that will affect Python users include:
1300
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001301* addition of 2,088 characters, including over 1,000 additional
1302 symbols—chief among them the additional emoji symbols, which are
1303 especially important for mobile phones;
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001304
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001305* changes to character properties for existing characters including
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001306
Raymond Hettingerc74d5182010-12-02 01:38:25 +00001307 - a general category change to two Kannada characters (U+0CF1,
1308 U+0CF2), which has the effect of making them newly eligible for
1309 inclusion in identifiers;
1310
1311 - a general category change to one New Tai Lue numeric character
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001312 (U+19DA), which has the effect of disqualifying it from
1313 inclusion in identifiers.
1314
1315 For more information, see `Unicode Character Database Changes
1316 <http://www.unicode.org/versions/Unicode6.0.0/#Database_Changes>`_
1317 at the `Unicode Consortium <http://www.unicode.org/>`_ web site.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001318
Éric Araujo4234ad42010-09-05 17:32:25 +00001319The :mod:`os` module has two new functions: :func:`~os.fsencode` and
Victor Stinner47ce9652010-10-29 00:57:35 +00001320:func:`~os.fsdecode`. Add :data:`os.environb`: bytes version of
1321:data:`os.environ`, :func:`os.getenvb` function and
1322:data:`os.supports_bytes_environ` constant.
Victor Stinnere8d51452010-08-19 01:05:19 +00001323
Georg Brandl326c57d2010-11-26 12:10:06 +00001324``'mbcs'`` encoding doesn't ignore the error handler argument any more. By
Victor Stinner47ce9652010-10-29 00:57:35 +00001325default (strict mode), it raises an UnicodeDecodeError on undecodable byte
1326sequence and UnicodeEncodeError on unencodable character. To get the ``'mbcs'``
1327encoding of Python 3.1, use ``'ignore'`` error handler to decode and
1328``'replace'`` error handler to encode. ``'mbcs'`` supports ``'strict'`` and
1329``'ignore'`` error handlers for decoding, and ``'strict'`` and ``'replace'``
1330for encoding.
1331
1332On Mac OS X, Python uses ``'utf-8'`` to decode the command line arguments,
1333instead of the locale encoding (which is ISO-8859-1 if the ``LANG`` environment
1334variable is not set).
1335
1336By default, tarfile uses ``'utf-8'`` encoding on Windows (instead of
1337``'mbcs'``), and the ``'surrogateescape'`` error handler on all operating
1338systems.
Antoine Pitroud3052002010-09-15 15:09:40 +00001339
Raymond Hettinger480ed782010-12-15 22:07:15 +00001340* Added the *cp720* Arabic DOS encoding (:issue:`1616979`).
1341
Victor Stinner94908bb2010-08-18 21:23:25 +00001342
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001343Documentation
1344=============
1345
1346The documentation continues to be improved.
1347
1348A table of quick links has been added to the top of lengthy sections such as
1349:ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
1350accompanied by tables of cheatsheet-style summaries to provide an overview and
1351memory jog without having to read all of the docs.
1352
1353In some cases, the pure python source code can be helpful adjunct to the docs,
1354so now some modules feature quick links to the latest version of the source
1355code. For example, the :mod:`functools` module documentation has a quick link
1356at the top labeled :source:`functools Python source code <Lib/functools.py>`.
1357
1358The docs now contain more examples and recipes. In particular, :mod:`re` module
1359has an extensive section, :ref:`re-examples`. Likewise, the :mod:`itertools`
1360module continues to be updated with new :ref:`itertools-recipes`.
1361
Raymond Hettinger677e10a2010-12-07 06:45:30 +00001362The :mod:`datetime` module now has an auxiliary implementation in pure Python.
1363No functionality was changed. This just provides an easier-to-read
1364alternate implementation. (Contributed by Alexander Belopolsky.)
1365
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001366
1367IDLE
1368====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001369
Georg Brandlcc9d2372010-12-10 19:22:11 +00001370* The format menu now has an option to clean-up source files by stripping
1371 trailing whitespace (:issue:`5150`).
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001372
1373
1374Build and C API Changes
1375=======================
1376
1377Changes to Python's build process and to the C API include:
1378
Georg Brandlda0a2112010-09-05 11:28:33 +00001379* The C functions that access the Unicode Database now accept and return
1380 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001381 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00001382 in Python is that :func:`unicodedata.numeric` now returns the correct value
1383 for large code points, and :func:`repr` may consider more characters as
1384 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001385
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001386 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
1387
Georg Brandlda0a2112010-09-05 11:28:33 +00001388* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00001389 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00001390 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001391
Georg Brandlda0a2112010-09-05 11:28:33 +00001392 (Contributed by Antoine Pitrou; :issue:`9203`.)
1393
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00001394* The option ``--with-wctype-functions`` was removed. The built-in unicode
1395 database is now used for all functions.
1396
1397 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
1398
Raymond Hettinger480ed782010-12-15 22:07:15 +00001399* Hash values are now values of a new type, :c:type:`Py_hash_t`, which is
1400 defined to be the same size as a pointer. Previously they were of type long,
1401 which on some 64-bit operating systems is still only 32 bits long. As a
1402 result of this fix, :class:`set` and :class:`dict` can now hold more than
1403 ``2**32`` entries on builds with 64-bit pointers (previously, they could grow
1404 to that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00001405
Raymond Hettinger480ed782010-12-15 22:07:15 +00001406 (Suggested by Raymond Hettinger and implemented by Benjamin Peterson;
1407 :issue:`9778`.)
1408
1409* A new macro :c:macro:`Py_VA_COPY` copies the state of the variable argument
1410 list. It is equivalent to C99 *va_copy* but available on all python platforms
1411 (:issue:`2443`).
1412
1413* A new C API function :c:func:`PySys_SetArgvEx` allows an embeddered
1414 interpreter to set sys.argv without also modifying :attr:`sys.path`
1415 (:issue:`5753`).
1416
1417* :c:macro:`PyEval_CallObject` is now only available in macro form. The
1418 function declaration, which was kept for backwards compatibility reasons, is
1419 now removed -- the macro was introduced in 1997 (:issue:`8276`).
1420
1421* The is a new function :c:func:`PyLong_AsLongLongAndOverflow` which
1422 is analogous to :c:func:`PyLong_AsLongAndOverflow`. The both serve to
1423 convert Python :class:`int` into a native fixed-width type while providing
1424 detection of cases where the conversion won't fit (:issue:`7767`).
1425
1426* The :c:func:`PyUnicode_CompareWithASCIIString` now returns *not equal*
1427 if the Python string in *NUL* terminated.
1428
1429* There is a new function :c:func:`PyErr_NewExceptionWithDoc` that is
1430 like :c:func:`PyErr_NewException` but allows a docstring to be specified.
1431 This lets C exceptions have the same self-documenting capabilities as
1432 their pure Python counterparts (:issue:`7033`).
1433
1434* When compiled with the ``--with-valgrind`` option, the pymalloc
1435 allocator will be automatically disabled when running under Valgrind. This
1436 gives improved memory leak detection when running under Valgrind, while taking
1437 advantage of pymalloc at other times (:issue:`2422`).
1438
1439* Removed the "O?" format from the *PyArg_Parse* functions. The format is no
1440 longer used and it had never been documented (:issue:`8837`).
1441
1442There were a number of other small changes to the C-API. See the
1443:file:`Misc/NEWS` file for a complete list.
Skip Montanaro961aaf52010-10-17 22:22:24 +00001444
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001445
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00001446Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001447=====================
1448
Georg Brandlda0a2112010-09-05 11:28:33 +00001449This section lists previously described changes and other bugfixes that may
1450require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001451
Antoine Pitroucd889af2010-10-06 21:13:56 +00001452* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
1453 are often incompatible with the 3.1 APIs.
1454
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001455* :class:`bytearray` objects can no longer be used as filenames; instead,
1456 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00001457
Victor Stinner25e8ec42010-06-25 00:02:38 +00001458* PyArg_Parse*() functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00001459
Victor Stinner25e8ec42010-06-25 00:02:38 +00001460 * "t#" format has been removed: use "s#" or "s*" instead
1461 * "w" and "w#" formats has been removed: use "w*" instead
1462
Georg Brandl60203b42010-10-06 10:11:56 +00001463* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
1464 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00001465 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00001466 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00001467
Raymond Hettingere0a96002010-12-15 17:54:13 +00001468* The :func:`sys.setfilesystemencoding` function was removed because
1469 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00001470
Raymond Hettingere0a96002010-12-15 17:54:13 +00001471* The :func:`random.seed` function and method now salt string seeds with an
1472 sha512 hash function. To access the previous version of *seed* in order to
1473 reproduce Python 3.1 sequences, set the *version* argument to *1*,
1474 ``random.seed(s, version=1)``.
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001475
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00001476* The previously deprecated :func:`string.maketrans` function has been removed
1477 in favor of the static methods, :meth:`bytes.maketrans` and
1478 :meth:`bytearray.maketrans`. This change solves the confusion around which
1479 types were supported by the :mod:`string` module. Now, :class:`str`,
1480 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
1481 **translate** methods with intermediate translation tables of the appropriate
1482 type.
1483
1484 (Contributed by Georg Brandl; :issue:`5675`.)
1485
1486* The previously deprecated :func:`contextlib.nested` function has been removed
1487 in favor of a plain :keyword:`with` statement which can accept multiple
1488 context managers. The latter technique is faster (because it is built-in),
1489 and it does a better job finalizing multiple context managers when one of them
1490 raises an exception::
1491
1492 >>> with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
1493 ... for line in infile:
1494 ... if '<critical>' in line:
1495 ... outfile.write(line)
1496
1497 (Contributed by Georg Brandl and Mattias Brändström;
1498 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)