blob: 257532a72fae5fd14e6a13a2af435c9e862f80d2 [file] [log] [blame]
Raymond Hettingerd73be672010-12-18 10:48:26 +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 Hettinger6778fa92010-12-21 20:09:55 +000054.. seealso::
55
56 :pep:`392` - Python 3.2 Release Schedule
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000057
Raymond Hettingerca904be2011-01-18 00:02:40 +000058
Martin v. Löwis932e49e2010-12-04 13:49:32 +000059PEP 384: Defining a Stable ABI
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000060==============================
61
62In the past, extension modules built for one Python version were often
63not usable with other Python versions. Particularly on Windows, every
64feature release of Python required rebuilding all extension modules that
65one wanted to use. This requirement was the result of the free access to
66Python interpreter internals that extension modules could use.
67
68With Python 3.2, an alternative approach becomes available: extension
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000069modules which restrict themselves to a limited API (by defining
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000070Py_LIMITED_API) cannot use many of the internals, but are constrained
71to a set of API functions that are promised to be stable for several
72releases. As a consequence, extension modules built for 3.2 in that
73mode will also work with 3.3, 3.4, and so on. Extension modules that
74make use of details of memory structures can still be built, but will
75need to be recompiled for every feature release.
76
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000077.. seealso::
78
Georg Brandl65b2eb92010-12-05 11:42:38 +000079 :pep:`384` - Defining a Stable ABI
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000080 PEP written by Martin von Löwis.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000081
Raymond Hettingerca904be2011-01-18 00:02:40 +000082
Raymond Hettingera5a35542010-12-05 00:39:18 +000083PEP 389: Argparse Command Line Parsing Module
84=============================================
85
86A new module for command line parsing, :mod:`argparse`, was introduced to
87overcome the limitations of :mod:`optparse` which did not provide support for
Raymond Hettinger677e10a2010-12-07 06:45:30 +000088positional arguments (not just options), subcommands, required options and other
Raymond Hettinger413abbc2010-12-05 07:06:47 +000089common patterns of specifying and validating options.
Raymond Hettingera5a35542010-12-05 00:39:18 +000090
Raymond Hettingerc8a16862011-01-18 09:01:34 +000091This module has already has widespread success in the community as a
Raymond Hettingerb1ff4022010-12-08 11:19:45 +000092third-party module. Being more fully featured than its predecessor, the
93:mod:`argparse` module is now the preferred module for command-line processing.
94The older module is still being kept available because of the substantial amount
95of legacy code that depends on it.
Raymond Hettingera5a35542010-12-05 00:39:18 +000096
Raymond Hettinger677e10a2010-12-07 06:45:30 +000097Here's an annotated example parser showing features like limiting results to a
98set of choices, specifying a *metavar* in the help screen, validating that one
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +000099or more positional arguments is present, and making a required option::
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000100
101 import argparse
102 parser = argparse.ArgumentParser(
103 description = 'Manage servers', # main description for help
104 epilog = 'Tested on Solaris and Linux') # displayed after help
105 parser.add_argument('action', # argument name
Raymond Hettinger92977092011-01-16 09:18:59 +0000106 choices = ['deploy', 'start', 'stop'], # three allowed values
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000107 help = 'action on each target') # help msg
108 parser.add_argument('targets',
109 metavar = 'HOSTNAME', # var name used in help msg
Raymond Hettinger92977092011-01-16 09:18:59 +0000110 nargs = '+', # require one or more targets
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000111 help = 'url for target machines') # help msg explanation
112 parser.add_argument('-u', '--user', # -u or --user option
Georg Brandl52a43b52011-01-16 09:11:45 +0000113 required = True, # make it a required argument
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000114 help = 'login as user')
115
116Example of calling the parser on a command string::
117
118 >>> cmd = 'deploy sneezy.example.com sleepy.example.com -u skycaptain'
119 >>> result = parser.parse_args(cmd.split())
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000120 >>> result.action
121 'deploy'
122 >>> result.targets
123 ['sneezy.example.com', 'sleepy.example.com']
124 >>> result.user
125 'skycaptain'
126
127Example of the parser's automatically generated help::
128
129 >>> parser.parse_args('-h'.split())
130
Raymond Hettinger3fcf0022010-12-08 01:13:53 +0000131 usage: manage_cloud.py [-h] -u USER
132 {deploy,start,stop} HOSTNAME [HOSTNAME ...]
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000133
134 Manage servers
135
136 positional arguments:
137 {deploy,start,stop} action on each target
138 HOSTNAME url for target machines
139
140 optional arguments:
141 -h, --help show this help message and exit
142 -u USER, --user USER login as user
143
144 Tested on Solaris and Linux
145
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000146An especially nice :mod:`argparse` feature is the ability to define subparsers,
147each with their own argument patterns and help displays::
148
149 import argparse
150 parser = argparse.ArgumentParser(prog='HELM')
151 subparsers = parser.add_subparsers()
152
153 parser_l = subparsers.add_parser('launch', help='Launch Control') # first subgroup
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000154 parser_l.add_argument('-m', '--missiles', action='store_true')
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000155 parser_l.add_argument('-t', '--torpedos', action='store_true')
156
Raymond Hettinger3094ed82010-12-18 09:41:32 +0000157 parser_m = subparsers.add_parser('move', help='Move Vessel', # second subgroup
158 aliases=('steer', 'turn')) # equivalent names
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000159 parser_m.add_argument('-c', '--course', type=int, required=True)
160 parser_m.add_argument('-s', '--speed', type=int, default=0)
161
162 $ ./helm.py --help # top level help (launch and move)
163 $ ./helm.py launch --help # help for launch options
164 $ ./helm.py launch --missiles # set missiles=True and torpedos=False
Raymond Hettinger3094ed82010-12-18 09:41:32 +0000165 $ ./helm.py steer --course 180 --speed 5 # set movement parameters
Raymond Hettingera5a35542010-12-05 00:39:18 +0000166
167.. seealso::
168
169 :pep:`389` - New Command Line Parsing Module
170 PEP written by Steven Bethard.
171
Raymond Hettingerbe9994e2011-01-19 08:44:33 +0000172 :ref:`upgrading-optparse-code` for details on the differences from :mod:`optparse`.
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000173
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000174
Éric Araujo4234ad42010-09-05 17:32:25 +0000175PEP 391: Dictionary Based Configuration for Logging
176====================================================
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000177
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000178The :mod:`logging` module provided two kinds of configuration, one style with
179function calls for each option or another style driven by an external file saved
180in a :mod:`ConfigParser` format. Those options did not provide the flexibility
Georg Brandl9e75cad2010-09-06 06:45:47 +0000181to create configurations from JSON or YAML files, nor did they support
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000182incremental configuration, which is needed for specifying logger options from a
183command line.
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000184
185To support a more flexible style, the module now offers
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000186:func:`logging.config.dictConfig` for specifying logging configuration with
187plain Python dictionaries. The configuration options include formatters,
188handlers, filters, and loggers. Here's a working example of a configuration
189dictionary::
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000190
Georg Brandlda0a2112010-09-05 11:28:33 +0000191 {"version": 1,
192 "formatters": {"brief": {"format": "%(levelname)-8s: %(name)-15s: %(message)s"},
193 "full": {"format": "%(asctime)s %(name)-15s %(levelname)-8s %(message)s"},
194 },
195 "handlers": {"console": {
196 "class": "logging.StreamHandler",
197 "formatter": "brief",
198 "level": "INFO",
199 "stream": "ext://sys.stdout"},
200 "console_priority": {
201 "class": "logging.StreamHandler",
202 "formatter": "full",
203 "level": "ERROR",
204 "stream": "ext://sys.stderr"},
205 },
206 "root": {"level": "DEBUG", "handlers": ["console", "console_priority"]}}
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000207
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000208
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000209If that dictionary is stored in a file called :file:`conf.json`, it can be
210loaded and called with code like this::
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000211
Raymond Hettingerca904be2011-01-18 00:02:40 +0000212 >>> import json, logging.config
213 >>> with open('conf.json', 'rb') as f:
214 conf = json.load(f)
215 >>> logging.config.dictConfig(conf)
216 >>> logging.info("Transaction completed normally")
217 >>> logging.critical("Abnormal termination")
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000218
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000219.. seealso::
220
221 :pep:`391` - Dictionary Based Configuration for Logging
222 PEP written by Vinay Sajip.
223
Raymond Hettingerca904be2011-01-18 00:02:40 +0000224
Georg Brandl97b20da2010-11-16 15:15:29 +0000225PEP 3148: The ``concurrent.futures`` module
226============================================
227
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000228Code for creating and managing concurrency is being collected in a new top-level
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000229namespace, *concurrent*. Its first member is a *futures* package which provides
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000230a uniform high-level interface for managing threads and processes.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000231
232The design for :mod:`concurrent.futures` was inspired by
233*java.util.concurrent.package*. In that model, a running call and its result
Raymond Hettingerc136b042011-01-18 07:15:39 +0000234are represented by a :class:`~concurrent.futures.Future` object that abstracts
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000235features common to threads, processes, and remote procedure calls. That object
236supports status checks (running or done), timeouts, cancellations, adding
Raymond Hettinger24a09412010-12-08 06:50:02 +0000237callbacks, and access to results or exceptions.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000238
239The primary offering of the new module is a pair of executor classes for
240launching and managing calls. The goal of the executors is to make it easier to
241use existing tools for making parallel calls. They save the effort needed to
242setup a pool of resources, launch the calls, create a results queue, add
243time-out handling, and limit the total number of threads, processes, or remote
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000244procedure calls.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000245
246Ideally, each application should share a single executor across multiple
247components so that process and thread limits can be centrally managed. This
248solves the design challenge that arises when each component has its own
249competing strategy for resource management.
250
Raymond Hettingerb1055192010-12-08 06:42:41 +0000251Both classes share a common interface with three methods:
252:meth:`~concurrent.futures.Executor.submit` for scheduling a callable and
253returning a :class:`~concurrent.futures.Future` object;
254:meth:`~concurrent.futures.Executor.map` for scheduling many asynchronous calls
Raymond Hettinger83d80792010-12-08 06:48:33 +0000255at a time, and :meth:`~concurrent.futures.Executor.shutdown` for freeing
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000256resources. The class is a :term:`context manager` and can be used in a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000257:keyword:`with` statement to assure that resources are automatically released
258when currently pending futures are done executing.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000259
Raymond Hettingerb1055192010-12-08 06:42:41 +0000260A simple of example of :class:`~concurrent.futures.ThreadPoolExecutor` is a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000261launch of four parallel threads for copying files::
Raymond Hettingerb1055192010-12-08 06:42:41 +0000262
263 import shutil
264 with ThreadPoolExecutor(max_workers=4) as e:
265 e.submit(shutil.copy, 'src1.txt', 'dest1.txt')
266 e.submit(shutil.copy, 'src2.txt', 'dest2.txt')
267 e.submit(shutil.copy, 'src3.txt', 'dest3.txt')
268 e.submit(shutil.copy, 'src3.txt', 'dest4.txt')
269
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000270.. seealso::
271
Raymond Hettingera5a35542010-12-05 00:39:18 +0000272 :pep:`3148` - Futures -- Execute Computations Asynchronously
Andrew M. Kuchling42877fe2010-12-15 02:37:01 +0000273 PEP written by Brian Quinlan.
Georg Brandl97b20da2010-11-16 15:15:29 +0000274
Raymond Hettinger83d80792010-12-08 06:48:33 +0000275 :ref:`Code for Threaded Parallel URL reads<threadpoolexecutor-example>`, an
276 example using threads to fetch multiple web pages in parallel.
277
278 :ref:`Code for computing prime numbers in
279 parallel<processpoolexecutor-example>`, an example demonstrating
280 :class:`~concurrent.futures.ProcessPoolExecutor`.
281
282
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000283PEP 3147: PYC Repository Directories
284=====================================
285
David Malcolm778645a2010-12-07 00:32:04 +0000286Python's scheme for caching bytecode in *.pyc* files did not work well in
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000287environments with multiple Python interpreters. If one interpreter encountered
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000288a cached file created by another interpreter, it would recompile the source and
289overwrite the cached file, thus losing the benefits of caching.
290
291The issue of "pyc fights" has become more pronounced as it has become
Éric Araujo4234ad42010-09-05 17:32:25 +0000292commonplace for Linux distributions to ship with multiple versions of Python.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000293These conflicts also arise with CPython alternatives such as Unladen Swallow.
294
295To solve this problem, Python's import machinery has been extended to use
Éric Araujo4234ad42010-09-05 17:32:25 +0000296distinct filenames for each interpreter. Instead of Python 3.2 and Python 3.3 and
297Unladen Swallow each competing for a file called "mymodule.pyc", they will now
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000298look for "mymodule.cpython-32.pyc", "mymodule.cpython-33.pyc", and
Éric Araujo4234ad42010-09-05 17:32:25 +0000299"mymodule.unladen10.pyc". And to prevent all of these new files from
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000300cluttering source directories, the *pyc* files are now collected in a
301"__pycache__" directory stored under the package directory.
302
303Aside from the filenames and target directories, the new scheme has a few
304aspects that are visible to the programmer:
305
Georg Brandlda0a2112010-09-05 11:28:33 +0000306* Imported modules now have a :attr:`__cached__` attribute which stores the name
307 of the actual file that was imported:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000308
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000309 >>> import collections
310 >>> collections.__cached__
311 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000312
313* The tag that is unique to each interpreter is accessible from the :mod:`imp`
Georg Brandlda0a2112010-09-05 11:28:33 +0000314 module:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000315
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000316 >>> import imp
317 >>> imp.get_tag()
318 'cpython-32'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000319
320* Scripts that try to deduce source filename from the imported file now need to
321 be smarter. It is no longer sufficient to simply strip the "c" from a ".pyc"
322 filename. Instead, use the new functions in the :mod:`imp` module:
323
Georg Brandlda0a2112010-09-05 11:28:33 +0000324 >>> imp.source_from_cache('c:/py32/lib/__pycache__/collections.cpython-32.pyc')
325 'c:/py32/lib/collections.py'
326 >>> imp.cache_from_source('c:/py32/lib/collections.py')
327 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000328
329* The :mod:`py_compile` and :mod:`compileall` modules have been updated to
Raymond Hettinger50307b62011-01-24 01:18:30 +0000330 reflect the new naming convention and target directory. The command-line
331 invocation of *compileall* has new command-line options include ``-i`` for
332 specifying a list of files and directories to compile, and ``-b`` which causes
333 bytecode files to be written to their legacy location rather than
334 *__pycache__*.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000335
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000336* The :mod:`importlib.abc` module has been updated with new :term:`abstract base
Raymond Hettinger66352d22011-01-17 22:33:11 +0000337 classes <abstract base class>` for the loading bytecode files. The obsolete
338 ABCs, :class:`~importlib.abc.PyLoader` and
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000339 :class:`~importlib.abc.PyPycLoader`, have been deprecated (instructions on how
Raymond Hettinger66352d22011-01-17 22:33:11 +0000340 to stay Python 3.1 compatible are included with the documentation).
Brett Cannon83a682d2011-01-16 21:02:09 +0000341
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000342.. seealso::
343
344 :pep:`3147` - PYC Repository Directories
345 PEP written by Barry Warsaw.
346
Georg Brandlda0a2112010-09-05 11:28:33 +0000347
Georg Brandl3ad46752010-12-05 07:59:29 +0000348PEP 3149: ABI Version Tagged .so Files
349======================================
Georg Brandlf11c6c42010-09-03 22:20:58 +0000350
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000351The PYC repository directory allows multiple bytecode cache files to be
352co-located. This PEP implements a similar mechanism for shared object files by
353giving them a common directory and distinct names for each version.
Georg Brandlf11c6c42010-09-03 22:20:58 +0000354
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000355The common directory is "pyshared" and the file names are made distinct by
356identifying the Python implementation (such as CPython, PyPy, Jython, etc.), the
357major and minor version numbers, and optional build flags (such as "d" for
Éric Araujo4234ad42010-09-05 17:32:25 +0000358debug, "m" for pymalloc, "u" for wide-unicode). For an arbitrary package "foo",
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000359you may see these files when the distribution package is installed::
360
361 /usr/share/pyshared/foo.cpython-32m.so
362 /usr/share/pyshared/foo.cpython-33md.so
363
364In Python itself, the tags are accessible from functions in the :mod:`sysconfig`
365module::
366
367 >>> import sysconfig
368 >>> sysconfig.get_config_var('SOABI') # find the version tag
369 'cpython-32mu'
370 >>> sysconfig.get_config_var('SO') # find the full filename extension
371 'cpython-32mu.so'
372
373.. seealso::
374
375 :pep:`3149` - ABI Version Tagged .so Files
376 PEP written by Barry Warsaw.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000377
Raymond Hettingerca904be2011-01-18 00:02:40 +0000378
Raymond Hettinger3df46212011-01-06 02:01:26 +0000379PEP 3333: Python Web Server Gateway Interface v1.0.1
380=====================================================
381
382This informational PEP clarifies how bytes/text issues are to be handled by the
383WGSI protocol. The challenge is that string handling in Python 3 is most
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000384conveniently handled with the :class:`str` type even though the HTTP protocol
Raymond Hettinger3df46212011-01-06 02:01:26 +0000385is itself bytes oriented.
386
387The PEP differentiates so-called *native strings* that are used for
388request/response headers and metadata versus *byte strings* which are used for
389the bodies of requests and responses.
390
391The *native strings* are always of type :class:`str` but are restricted to code
Georg Brandl52a43b52011-01-16 09:11:45 +0000392points between *U+0000* through *U+00FF* which are translatable to bytes using
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000393*Latin-1* encoding. These strings are used for the keys and values in the
394environ dictionary and for response headers and statuses in the
395:func:`start_response` function. They must follow :rfc:`2616` with respect to
Raymond Hettinger3df46212011-01-06 02:01:26 +0000396encoding. That is, they must either be *ISO-8859-1* characters or use
397:rfc:`2047` MIME encoding.
398
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000399For developers porting WSGI applications from Python 2, here are the salient
400points:
401
402* If the app already used strings for headers in Python 2, no change is needed.
403
404* If instead, the app encoded output headers or decoded input headers, then the
405 headers will need to be re-encoded to Latin-1. For example, an output header
406 encoded in utf-8 was using ``h.encode('utf-8')`` now needs to convert from
407 bytes to native strings using ``h.encode('utf-8').decode('latin-1')``.
408
409* Values yielded by an application or sent using the :meth:`write` method
Raymond Hettinger51e21072011-01-10 23:38:15 +0000410 must be byte strings. The :func:`start_response` function and environ
411 must use native strings. The two cannot be mixed.
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000412
413For server implementers writing CGI-to-WSGI pathways or other CGI-style
414protocols, the users must to be able access the environment using native strings
Raymond Hettingerc136b042011-01-18 07:15:39 +0000415even though the underlying platform may have a different convention. To bridge
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000416this gap, the :mod:`wsgiref` module has a new function,
417:func:`wsgiref.handlers.read_environ` for transcoding CGI variables from
418:attr:`os.environ` into native strings and returning a new dictionary.
Raymond Hettinger3df46212011-01-06 02:01:26 +0000419
420.. seealso::
421
422 :pep:`3333` - Python Web Server Gateway Interface v1.0.1
423 PEP written by Phillip Eby.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000424
Raymond Hettingerca904be2011-01-18 00:02:40 +0000425
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000426Other Language Changes
427======================
428
429Some smaller changes made to the core Python language are:
430
Raymond Hettingere5e1a982010-12-05 08:35:21 +0000431* String formatting for :func:`format` and :meth:`str.format` gained new
432 capabilities for the format character **#**. Previously, for integers in
433 binary, octal, or hexadecimal, it caused the output to be prefixed with '0b',
434 '0o', or '0x' respectively. Now it can also handle floats, complex, and
435 Decimal, causing the output to always have a decimal point even when no digits
436 follow it.
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000437
438 >>> format(20, '#o')
439 '0o24'
440 >>> format(12.34, '#5.0f')
441 ' 12.'
442
443 (Suggested by Mark Dickinson and implemented by Eric Smith in :issue:`7094`.)
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000444
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000445* The interpreter can now be started with a quiet option, ``-q``, to suppress
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000446 the copyright and version information from being displayed in the interactive
447 mode. The option can be introspected using the :attr:`sys.flags` attribute::
Raymond Hettinger7d967712011-01-05 20:24:08 +0000448
449 $ python -q
450 >>> sys.flags
451 sys.flags(debug=0, division_warning=0, inspect=0, interactive=0,
452 optimize=0, dont_write_bytecode=0, no_user_site=0, no_site=0,
453 ignore_environment=0, verbose=0, bytes_warning=0, quiet=1)
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000454
Raymond Hettinger51e21072011-01-10 23:38:15 +0000455 (Contributed by Marcin Wojdyr in :issue:`1772833`).
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000456
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000457* The :func:`hasattr` function works by calling :func:`getattr` and detecting
458 whether an exception is raised. This technique allows it to detect methods
459 created dynamically by :meth:`__getattr__` or :meth:`__getattribute__` which
Raymond Hettinger90a4b312011-01-06 02:08:30 +0000460 would otherwise be absent from the class dictionary. Formerly, *hasattr*
461 would catch any exception, possibly masking genuine errors. Now, *hasattr*
462 has been tightened to only catch :exc:`AttributeError` and let other
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000463 exceptions pass through::
464
465 >>> class A:
Raymond Hettinger2270d582011-01-20 09:04:39 +0000466 @property
467 def f(self):
468 return 1 // 0
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000469
470 >>> a = A()
471 >>> hasattr(a, 'f')
472 Traceback (most recent call last):
473 ...
474 ZeroDivisionError: integer division or modulo by zero
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000475
Raymond Hettingera55ffbc2010-12-15 18:31:57 +0000476 (Discovered by Yury Selivanov and fixed by Benjamin Peterson; :issue:`9666`.)
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000477
Éric Araujo4234ad42010-09-05 17:32:25 +0000478* The :func:`str` of a float or complex number is now the same as its
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000479 :func:`repr`. Previously, the :func:`str` form was shorter but that just
Éric Araujo4234ad42010-09-05 17:32:25 +0000480 caused confusion and is no longer needed now that the shortest possible
Georg Brandlda0a2112010-09-05 11:28:33 +0000481 :func:`repr` is displayed by default:
Raymond Hettingerbb734c62010-09-05 05:56:44 +0000482
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000483 >>> repr(math.pi)
484 '3.141592653589793'
485 >>> str(math.pi)
486 '3.141592653589793'
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000487
Georg Brandlda0a2112010-09-05 11:28:33 +0000488 (Proposed and implemented by Mark Dickinson; :issue:`9337`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000489
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000490* :class:`memoryview` objects now have a :meth:`~memoryview.release()` method
491 and they also now support the context manager protocol. This allows timely
492 release of any resources that were acquired when requesting a buffer from the
493 original object.
Antoine Pitroud3052002010-09-15 15:09:40 +0000494
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000495 >>> with memoryview(b'abcdefgh') as v:
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000496 print(v.tolist())
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000497 [97, 98, 99, 100, 101, 102, 103, 104]
498
Antoine Pitroud3052002010-09-15 15:09:40 +0000499 (Added by Antoine Pitrou; :issue:`9757`.)
500
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000501* Previously it was illegal to delete a name from the local namespace if it
502 occurs as a free variable in a nested block::
503
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000504 def outer(x):
505 def inner():
506 return x
507 inner()
508 del x
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000509
510 This is now allowed. Remember that the target of an :keyword:`except` clause
511 is cleared, so this code which used to work with Python 2.6, raised a
512 :exc:`SyntaxError` with Python 3.1 and now works again::
513
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000514 def f():
515 def print_error():
516 print(e)
517 try:
518 something
519 except Exception as e:
520 print_error()
521 # implicit "del e" here
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000522
523 (See :issue:`4617`.)
524
Raymond Hettinger480ed782010-12-15 22:07:15 +0000525* The internal :c:type:`structsequence` tool now creates subclasses of tuple.
Raymond Hettinger51e21072011-01-10 23:38:15 +0000526 This means that C structures like those returned by :func:`os.stat`,
Raymond Hettingera275c982011-01-20 04:03:19 +0000527 :func:`time.gmtime`, and :attr:`sys.version_info` now work like a
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000528 :term:`named tuple` and now work with functions and methods that
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000529 expect a tuple as an argument. This is a big step forward in making the C
Raymond Hettingera275c982011-01-20 04:03:19 +0000530 structures as flexible as their pure Python counterparts:
531
532 >>> isinstance(sys.version_info, tuple)
533 True
534 >>> 'Version %d.%d.%d %s(%d)' % sys.version_info
535 'Version 3.2.0 final(0)'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000536
537 (Suggested by Arfrever Frehtes Taifersar Arahesis and implemented
538 by Benjamin Peterson in :issue:`8413`.)
539
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000540* Warnings are now easier to control using the :envvar:`PYTHONWARNINGS`
Raymond Hettingera275c982011-01-20 04:03:19 +0000541 environment variable as an alternative to using ``-W`` at the command line::
542
543 $ export PYTHONWARNINGS='ignore::RuntimeWarning::,once::UnicodeWarning::'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000544
545 (Suggested by Barry Warsaw and implemented by Philip Jenvey in :issue:`7301`.)
546
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000547* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000548 emitted when potential issues with resource consumption or cleanup
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000549 are detected. It is silenced by default in normal release builds but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000550 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000551 module, or on the command line.
552
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000553 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000554 :data:`gc.garbage` list isn't empty. This is meant to make the programmer
555 aware that their code contains object finalization issues.
556
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000557 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000558 without having been explicitly closed. While the deallocator for such
559 object ensures it closes the underlying operating system resource
560 (usually, a file descriptor), the delay in deallocating the object could
561 produce various issues, especially under Windows. Here is an example
562 of enabling the warning from the command line::
563
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000564 $ python -q -Wdefault
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000565 >>> f = open("foo", "wb")
566 >>> del f
567 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000568
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000569 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000570
Raymond Hettingera0266332010-12-07 08:52:41 +0000571* :class:`range` objects now support *index* and *count* methods. This is part
572 of an effort to make more objects fully implement the
573 :class:`collections.Sequence` :term:`abstract base class`. As a result, the
574 language will have a more uniform API. In addition, :class:`range` objects
Raymond Hettingerb9656292011-01-16 18:22:06 +0000575 now support slicing and negative indices, even with values larger than
576 :attr:`sys.maxsize`. This makes *range* more interoperable with lists::
Raymond Hettinger2ffa6712010-12-08 10:18:21 +0000577
578 >>> range(0, 100, 2).count(10)
579 1
580 >>> range(0, 100, 2).index(10)
581 5
582 >>> range(0, 100, 2)[5]
583 10
584 >>> range(0, 100, 2)[0:5]
585 range(0, 10, 2)
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000586
Raymond Hettingerb9656292011-01-16 18:22:06 +0000587 (Contributed by Daniel Stutzbach in :issue:`9213`, by Alexander Belopolsky
588 in :issue:`2690`, and by Nick Coghlan in :issue:`10889`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000589
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000590* The :func:`callable` builtin function from Py2.x was resurrected. It provides
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000591 a concise, readable alternative to using an :term:`abstract base class` in an
Raymond Hettinger792c0762010-12-09 16:41:54 +0000592 expression like ``isinstance(x, collections.Callable)``:
593
594 >>> callable(max)
595 True
596 >>> callable(20)
597 False
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000598
599 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000600
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000601* Python's import mechanism can now load modules installed in directories with
Raymond Hettingera275c982011-01-20 04:03:19 +0000602 non-ASCII characters in the path name:
603
604 >>> import møøse.bites
Raymond Hettinger070ec702010-12-10 17:45:13 +0000605
606 (Required extensive work by Victor Stinner in :issue:`9425`.)
607
608
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000609New, Improved, and Deprecated Modules
610=====================================
611
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000612Python's standard library has undergone significant maintenance efforts and
613quality improvements.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000614
615The biggest news for Python 3.2 is that the :mod:`email` package and
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000616:mod:`nntplib` modules now work correctly with the bytes/text model in Python 3.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000617For the first time, there is correct handling of inputs with mixed encodings.
618
Raymond Hettinger6046e222010-12-16 00:21:08 +0000619Throughout the standard library, there has been more careful attention to
620encodings and text versus bytes issues. In particular, interactions with the
621operating system are now better able to pass non-ASCII data using the Windows
Raymond Hettingerba5512f2011-01-18 08:28:01 +0000622MBCS encoding, locale-aware encodings, or UTF-8.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000623
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000624Another significant win is the addition of substantially better support for
625*SSL* connections and security certificates.
626
Raymond Hettinger51e21072011-01-10 23:38:15 +0000627In addition, more classes now implement a :term:`context manager` to support
Raymond Hettingerc136b042011-01-18 07:15:39 +0000628convenient and reliable resource clean-up using a :keyword:`with` statement.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000629
Raymond Hettinger0358a172010-12-15 19:00:38 +0000630email
631-----
632
633The usability of the :mod:`email` package in Python 3 has been mostly fixed by
634the extensive efforts of R. David Murray. The problem was that emails are
635typically read and stored in the form of :class:`bytes` rather than :class:`str`
636text, and they may contain multiple encodings within a single email. So, the
637email package had to be extended to parse and generate email messages in bytes
638format.
639
640* New functions :func:`~email.message_from_bytes` and
641 :func:`~email.message_from_binary_file`, and new classes
642 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
643 allow binary message data to be parsed into model objects.
644
645* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
646 will by default decode a message body that has a
647 :mailheader:`Content-Transfer-Encoding` of *8bit* using the charset
648 specified in the MIME headers and return the resulting string.
649
650* Given bytes input to the model, :class:`~email.generator.Generator` will
651 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
652 *8bit* to instead have a *7bit* :mailheader:`Content-Transfer-Encoding`.
Raymond Hettingerc08ea612011-01-08 10:32:31 +0000653
Raymond Hettingercf8a3822011-01-11 21:20:20 +0000654 Headers with unencoded non-ASCII bytes are deemed to be :rfc:`2047`\ -encoded
655 using the *unknown-8bit* character set.
Raymond Hettinger0358a172010-12-15 19:00:38 +0000656
657* A new class :class:`~email.generator.BytesGenerator` produces bytes as output,
658 preserving any unchanged non-ASCII data that was present in the input used to
659 build the model, including message bodies with a
660 :mailheader:`Content-Transfer-Encoding` of *8bit*.
661
662* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
663 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
664 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
665 :class:`~email.message.Message` object and can optionally obtain the
666 *from_addr* and *to_addrs* addresses directly from the object.
667
Raymond Hettinger0358a172010-12-15 19:00:38 +0000668(Proposed and implemented by R. David Murray, :issue:`4661` and :issue:`10321`.)
669
Raymond Hettinger6046e222010-12-16 00:21:08 +0000670elementtree
671-----------
672
Georg Brandl5d53fdd2010-12-18 11:58:12 +0000673The :mod:`xml.etree.ElementTree` package and its :mod:`xml.etree.cElementTree`
Raymond Hettinger6046e222010-12-16 00:21:08 +0000674counterpart have been updated to version 1.3.
675
676Several new and useful functions and methods have been added:
677
678* :func:`xml.etree.ElementTree.fromstringlist` which builds an XML document
679 from a sequence of fragments
680* :func:`xml.etree.ElementTree.register_namespace` for registering a global
681 namespace prefix
682* :func:`xml.etree.ElementTree.tostringlist` for string representation
683 including all sublists
684* :meth:`xml.etree.ElementTree.Element.extend` for appending a sequence of zero
685 or more elements
686* :meth:`xml.etree.ElementTree.Element.iterfind` searches an element and
687 subelements
688* :meth:`xml.etree.ElementTree.Element.itertext` creates a text iterator over
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000689 an element and its subelements
Raymond Hettinger6046e222010-12-16 00:21:08 +0000690* :meth:`xml.etree.ElementTree.TreeBuilder.end` closes the current element
691* :meth:`xml.etree.ElementTree.TreeBuilder.doctype` handles a doctype
692 declaration
693
694Two methods have been deprecated:
695
696* :meth:`xml.etree.ElementTree.getchildren` use ``list(elem)`` instead.
697* :meth:`xml.etree.ElementTree.getiterator` use ``Element.iter`` instead.
698
699For details of the update, see `Introducing ElementTree
700<http://effbot.org/zone/elementtree-13-intro.htm>`_ on Fredrik Lundh's website.
701
Antoine Pitrou12de8ac2010-12-16 13:33:56 +0000702(Contributed by Florent Xicluna and Fredrik Lundh, :issue:`6472`.)
Raymond Hettinger0358a172010-12-15 19:00:38 +0000703
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000704functools
705---------
706
Éric Araujo4234ad42010-09-05 17:32:25 +0000707* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000708 calls. :func:`functools.lru_cache` can save repeated queries to an external
709 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000710
Raymond Hettinger86f96132010-08-06 23:23:49 +0000711 For example, adding a caching decorator to a database query function can save
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000712 database accesses for popular searches:
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000713
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000714 >>> @functools.lru_cache(maxsize=300)
715 >>> def get_phone_number(name):
716 c = conn.cursor()
717 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
718 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000719
Georg Brandlda0a2112010-09-05 11:28:33 +0000720 >>> for name in user_requests:
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000721 get_phone_number(name) # cached lookup
Raymond Hettinger7496b412010-11-30 19:15:45 +0000722
723 To help with choosing an effective cache size, the wrapped function is
724 instrumented for tracking cache statistics:
725
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000726 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000727 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000728
Raymond Hettingerf3098282010-08-15 03:30:45 +0000729 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000730 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000731
Georg Brandlda0a2112010-09-05 11:28:33 +0000732 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000733
Raymond Hettinger6e353942010-12-04 23:42:12 +0000734 (Contributed by Raymond Hettinger and incorporating design ideas from
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000735 Jim Baker, Miki Tebeka, and Nick Coghlan.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000736
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000737* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
738 pointing to the original callable function. This allows wrapped functions to
739 be introspected. It also copies :attr:`__annotations__` if defined. And now
740 it also gracefully skips over missing attributes such as :attr:`__doc__` which
Raymond Hettinger5eb63902010-12-09 23:43:34 +0000741 might not be defined for the wrapped callable.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000742
Raymond Hettinger7a168d92011-01-21 04:59:00 +0000743 In the above example, the cache can be removed by recovering the original
744 function:
745
746 >>> get_phone_number = get_phone_number.__wrapped__ # uncached function
747
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000748 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
749 :issue:`8814`.)
750
Raymond Hettinger6046e222010-12-16 00:21:08 +0000751* To help write classes with rich comparison methods, a new decorator
752 :func:`functools.total_ordering` will use a existing equality and inequality
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000753 methods to fill in the remaining methods.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000754
755 For example, supplying *__eq__* and *__lt__* will enable
756 :func:`~functools.total_ordering` to fill-in *__le__*, *__gt__* and *__ge__*::
757
758 @total_ordering
759 class Student:
760 def __eq__(self, other):
761 return ((self.lastname.lower(), self.firstname.lower()) ==
762 (other.lastname.lower(), other.firstname.lower()))
763 def __lt__(self, other):
764 return ((self.lastname.lower(), self.firstname.lower()) <
765 (other.lastname.lower(), other.firstname.lower()))
766
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000767 With the *total_ordering* decorator, the remaining comparison methods
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000768 are filled in automatically.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000769
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000770 (Contributed by Raymond Hettinger.)
Raymond Hettingerf35a34c2010-12-22 09:11:54 +0000771
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000772* To aid in porting programs from Python 2, the :func:`functools.cmp_to_key`
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000773 function converts an old-style comparison function to
Raymond Hettinger6046e222010-12-16 00:21:08 +0000774 modern :term:`key function`:
775
776 >>> # locale-aware sort order
777 >>> sorted(iterable, key=cmp_to_key(locale.strcoll))
778
779 For sorting examples and a brief sorting tutorial, see the `Sorting HowTo
780 <http://wiki.python.org/moin/HowTo/Sorting/>`_ tutorial.
781
782 (Contributed by Raymond Hettinger.)
783
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000784itertools
785---------
786
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000787* The :mod:`itertools` module has a new :func:`~itertools.accumulate` function
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000788 modeled on APL's *scan* operator and Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000789
790 >>> list(accumulate(8, 2, 50))
791 [8, 10, 60]
792
793 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
794 >>> list(accumulate(prob_dist)) # cumulative probability distribution
795 [0.1, 0.5, 0.7, 1.0]
796
797 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
798 the random module <random-examples>`.
799
800 (Contributed by Raymond Hettinger and incorporating design suggestions
801 from Mark Dickinson.)
802
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000803collections
804-----------
805
Raymond Hettinger792c0762010-12-09 16:41:54 +0000806* The :class:`collections.Counter` class now has two forms of in-place
807 subtraction, the existing *-=* operator for `saturating subtraction
808 <http://en.wikipedia.org/wiki/Saturation_arithmetic>`_ and the new
809 :meth:`~collections.Counter.subtract` method for regular subtraction. The
810 former is suitable for `multisets <http://en.wikipedia.org/wiki/Multiset>`_
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000811 which only have positive counts, and the latter is more suitable for use cases
Raymond Hettinger792c0762010-12-09 16:41:54 +0000812 that allow negative counts:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000813
Raymond Hettinger792c0762010-12-09 16:41:54 +0000814 >>> tally = Counter(dogs=5, cat=3)
815 >>> tally -= Counter(dogs=2, cats=8) # saturating subtraction
816 >>> tally
817 Counter({'dogs': 3})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000818
Raymond Hettinger792c0762010-12-09 16:41:54 +0000819 >>> tally = Counter(dogs=5, cats=3)
820 >>> tally.subtract(dogs=2, cats=8) # regular subtraction
821 >>> tally
822 Counter({'dogs': 3, 'cats': -5})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000823
Raymond Hettinger792c0762010-12-09 16:41:54 +0000824 (Contributed by Raymond Hettinger.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000825
Raymond Hettingere0a96002010-12-15 17:54:13 +0000826* The :class:`collections.OrderedDict` class has a new method
827 :meth:`~collections.OrderedDict.move_to_end` which takes an existing key and
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000828 moves it to either the first or last position in the ordered sequence.
829
830 The default is to move an item to the last position. This is equivalent of
831 renewing an entry with ``od[k] = od.pop(k)``.
832
833 A fast move-to-end operation is useful for resequencing entries. For example,
Raymond Hettinger00db6aa2011-01-20 09:47:04 +0000834 an ordered dictionary can be used to track order of access by aging entries
835 from the oldest to the most recently accessed.
Raymond Hettingere0a96002010-12-15 17:54:13 +0000836
837 >>> d = OrderedDict.fromkeys(['a', 'b', 'X', 'd', 'e'])
838 >>> list(d)
839 ['a', 'b', 'X', 'd', 'e']
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000840 >>> d.move_to_end('X')
Raymond Hettingere0a96002010-12-15 17:54:13 +0000841 >>> list(d)
842 ['a', 'b', 'd', 'e', 'X']
Raymond Hettingere0a96002010-12-15 17:54:13 +0000843
Raymond Hettinger6046e222010-12-16 00:21:08 +0000844 (Contributed by Raymond Hettinger.)
845
Raymond Hettinger7ec790d2011-01-18 00:19:30 +0000846* The :class:`collections.deque` class grew two new methods
847 :meth:`~collections.deque.count` and :meth:`~collections.deque.reverse` that
848 make them more substitutable for :class:`list` objects:
Raymond Hettinger6046e222010-12-16 00:21:08 +0000849
850 >>> d = deque('simsalabim')
851 >>> d.count('s')
852 2
853 >>> d.reverse()
854 >>> d
855 deque(['m', 'i', 'b', 'a', 'l', 'a', 's', 'm', 'i', 's'])
856
857 (Contributed by Raymond Hettinger.)
858
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000859threading
860---------
861
862The :mod:`threading` module has a new :class:`~threading.Barrier`
863synchronization class for making multiple threads wait until all of them have
864reached a common barrier point. Barriers are useful for making sure that a task
865with multiple preconditions does not run until all of the predecessor tasks are
866complete.
867
868Barriers can work with an arbitrary number of threads. This is a generalization
869of a `Rendezvous <http://en.wikipedia.org/wiki/Synchronous_rendezvous>`_ which
870is defined for only two threads.
871
Raymond Hettinger15b47c52011-01-17 21:05:07 +0000872Implemented as a two-phase cyclic barrier, :class:`~threading.Barrier` objects
873are suitable for use in loops. The separate *filling* and *draining* phases
Raymond Hettingere0f1f322011-01-18 21:14:27 +0000874assure that all threads get released (drained) before any one of them can loop
875back and re-enter the barrier. The barrier fully resets after each cycle.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000876
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000877Example of using barriers::
878
879 def get_votes(site):
880 ballots = conduct_election(site)
881 all_polls_closed.wait() # do not count until all polls are closed
Raymond Hettinger97673652011-01-11 21:13:26 +0000882 totals = summarize(ballots)
883 publish(site, totals)
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000884
885 all_polls_closed = Barrier(len(sites))
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000886 for site in sites:
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000887 Thread(target=get_votes, args=(site,)).start()
888
889In this example, the barrier enforces a rule that votes cannot be counted at any
890polling site until all polls are closed. Notice how a solution with a barrier
891is similar to one with :meth:`threading.Thread.join`, but the threads stay alive
892and continue to do work (summarizing ballots) after the barrier point is
893crossed.
894
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000895If any of the predecessor tasks can hang or be delayed, a barrier can be created
896with an optional *timeout* parameter. Then if the timeout period elapses before
897all the predecessor tasks reach the barrier point, all waiting threads are
898released and a :exc:`~threading.BrokenBarrierError` exception is raised::
899
900 def get_votes(site):
901 ballots = conduct_election(site)
902 try:
903 all_polls_closed.wait(timeout = midnight - time.now())
David Malcolm49348642011-01-18 23:45:53 +0000904 except BrokenBarrierError:
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000905 lockbox = seal_ballots(ballots)
906 queue.put(lockbox)
907 else:
908 totals = summarize(ballots)
909 publish(site, totals)
910
911In this example, the barrier enforces a more robust rule. If some election
912sites do not finish before midnight, the barrier times-out and the ballots are
913sealed and deposited in a queue for later handling.
914
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000915See `Barrier Synchronization Patterns
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000916<http://parlab.eecs.berkeley.edu/wiki/_media/patterns/paraplop_g1_3.pdf>`_ for
917more examples of how barriers can be used in parallel computing. Also, there is
918a simple but thorough explanation of barriers in `The Little Book of Semaphores
919<http://greenteapress.com/semaphores/downey08semaphores.pdf>`_, *section 3.6*.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000920
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000921(Contributed by Kristján Valur Jónsson with an API review by Jeffrey Yasskin in
922:issue:`8777`.)
Raymond Hettinger6655d112011-01-11 08:49:10 +0000923
Raymond Hettinger97673652011-01-11 21:13:26 +0000924datetime and time
925-----------------
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000926
Raymond Hettinger792c0762010-12-09 16:41:54 +0000927* The :mod:`datetime` module has a new type :class:`~datetime.timezone` that
928 implements the :class:`~datetime.tzinfo` interface by returning a fixed UTC
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000929 offset and timezone name. This makes it easier to create timezone-aware
Raymond Hettinger792c0762010-12-09 16:41:54 +0000930 datetime objects:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000931
Raymond Hettinger792c0762010-12-09 16:41:54 +0000932 >>> datetime.now(timezone.utc)
933 datetime.datetime(2010, 12, 8, 21, 4, 2, 923754, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000934
Raymond Hettinger792c0762010-12-09 16:41:54 +0000935 >>> datetime.strptime("01/01/2000 12:00 +0000", "%m/%d/%Y %H:%M %z")
936 datetime.datetime(2000, 1, 1, 12, 0, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000937
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000938* Also, :class:`~datetime.timedelta` objects can now be multiplied by
Raymond Hettinger792c0762010-12-09 16:41:54 +0000939 :class:`float` and divided by :class:`float` and :class:`int` objects.
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000940 And :class:`~datetime.timedelta` objects can now divide one another.
Raymond Hettinger792c0762010-12-09 16:41:54 +0000941
Raymond Hettingerca904be2011-01-18 00:02:40 +0000942* The :meth:`datetime.date.strftime` method is no longer restricted to years
943 after 1900. The new supported year range is from 1000 to 9999 inclusive.
Alexander Belopolsky72572312010-12-08 21:21:56 +0000944
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000945* Whenever a two-digit year is used in a time tuple, the interpretation has been
946 governed by :attr:`time.accept2dyear`. The default is *True* which means that
947 for a two-digit year, the century is guessed according to the POSIX rules
948 governing the ``%y`` strptime format.
Alexander Belopolsky9ee94de2011-01-20 19:51:31 +0000949
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000950 Starting with Py3.2, use of the century guessing heuristic will emit a
951 :exc:`DeprecationWarning`. Instead, it is recommended that
952 :attr:`time.accept2dyear` be set to *False* so that large date ranges
953 can be used without guesswork:
954
Raymond Hettinger7a168d92011-01-21 04:59:00 +0000955 >>> warnings.resetwarnings() # remove the default warning filters
956 >>> time.accept2dyear = True # guess whether 11 means 11 or 2011
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000957 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
Raymond Hettinger7a168d92011-01-21 04:59:00 +0000958 Warning (from warnings module):
959 ...
960 DeprecationWarning: Century info guessed for a 2-digit year.
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000961 'Fri Jan 1 12:34:56 2011'
Raymond Hettinger7a168d92011-01-21 04:59:00 +0000962 >>> time.accept2dyear = False # use the full range of allowable dates
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000963 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
964 'Fri Jan 1 12:34:56 11'
965
966 Several functions now have significantly expanded date ranges. When
967 :attr:`time.accept2dyear` is false, the :func:`time.asctime` function will
968 accept any year that fits in a C int, while the :func:`time.mktime` and
969 :func:`time.strftime` functions will accept the full range supported by the
970 corresponding operating system functions.
Alexander Belopolskybd96b062011-01-10 21:55:34 +0000971
Raymond Hettinger97673652011-01-11 21:13:26 +0000972(Contributed by Alexander Belopolsky and Victor Stinner.)
Alexander Belopolskybd96b062011-01-10 21:55:34 +0000973
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000974abc
975---
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000976
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000977The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
978:func:`~abc.abstractstaticmethod`.
Raymond Hettingera5a35542010-12-05 00:39:18 +0000979
Raymond Hettinger7ec790d2011-01-18 00:19:30 +0000980These tools make it possible to define an :term:`abstract base class` that
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000981requires a particular :func:`classmethod` or :func:`staticmethod` to be
Raymond Hettinger7ec790d2011-01-18 00:19:30 +0000982implemented::
983
984 class Temperature(metaclass=ABCMeta):
985 @abc.abstractclassmethod
986 def from_farenheit(self, t):
987 ...
988 @abc.abstractclassmethod
989 def from_celsium(self, t):
990 ...
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000991
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000992(Patch submitted by Daniel Urban; :issue:`5867`.)
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000993
Raymond Hettinger98b140c2011-01-23 21:05:46 +0000994reprlib
995-------
996
997When writing a :meth:`__repr__` method for a custom container, it is easy to
998forget to handle the case where a member refers back to the container itself.
999Python's builtin objects such as :class:`list` and :class:`set` handle
1000self-reference by displaying "..." in the recursive part of the representation
1001string.
1002
1003To help write such :meth:`__repr__` methods, the :mod:`reprlib` module has a new
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001004decorator, :func:`~reprlib.recursive_repr`, for detecting recursive calls to
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001005:meth:`__repr__` and substituting a placeholder string instead:
1006
1007 >>> class MyList(list):
1008 @recursive_repr()
1009 def __repr__(self):
1010 return '<' + '|'.join(map(repr, self)) + '>'
1011
1012 >>> m = MyList('abc')
1013 >>> m.append(m)
1014 >>> m.append('x')
1015 >>> print(m)
1016 <'a'|'b'|'c'|...|'x'>
1017
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001018(Contributed by Raymond Hettinger in :issue:`9826` and :issue:`9840`.)
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001019
Raymond Hettinger50307b62011-01-24 01:18:30 +00001020csv
1021---
1022
1023The :mod:`csv` module now supports a new dialect, :class:`~csv.unix_dialect`,
1024which applies quoting for all fields and a traditional Unix style with ``'\n'`` as
1025the line terminator. The registered dialect name is ``unix``.
1026
1027The :class:`csv.DictWriter` has a new method,
1028:meth:`~csv.DictWriter.writeheader` for writing-out an initial row to document
1029the field names::
1030
1031 >>> import csv, sys
1032 >>> w = csv.DictWriter(sys.stdout, ['name', 'dept'], dialect='unix')
1033 >>> w.writeheader()
1034 "name","dept"
1035 >>> w.writerows([
1036 {'name': 'tom', 'dept': 'accounting'},
1037 {'name': 'susan', 'dept': 'Salesl'}])
1038 "tom","accounting"
1039 "susan","sales"
1040
1041(New dialect suggested by Jay Talbot in :issue:`5975`, and the new method
1042suggested by Ed Abraham in :issue:`1537721`.)
1043
Raymond Hettinger480ed782010-12-15 22:07:15 +00001044contextlib
1045----------
1046
1047There is a new and slightly mind-blowing tool
1048:class:`~contextlib.ContextDecorator` that is helpful for creating a
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001049:term:`context manager` that does double duty as a function decorator.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001050
1051As a convenience, this new functionality is used by
1052:func:`~contextlib.contextmanager` so that no extra effort is needed to support
1053both roles.
1054
1055The basic idea is that both context managers and function decorators can be used
1056for pre-action and post-action wrappers. Context managers wrap a group of
Raymond Hettingerc136b042011-01-18 07:15:39 +00001057statements using a :keyword:`with` statement, and function decorators wrap a
Raymond Hettinger480ed782010-12-15 22:07:15 +00001058group of statements enclosed in a function. So, occasionally there is a need to
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001059write a pre-action or post-action wrapper that can be used in either role.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001060
1061For example, it is sometimes useful to wrap functions or groups of statements
1062with a logger that can track the time of entry and time of exit. Rather than
1063writing both a function decorator and a context manager for the task, the
1064:func:`~contextlib.contextmanager` provides both capabilities in a single
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001065definition::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001066
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001067 import logging
1068 logging.basicConfig(level=logging.INFO)
1069 @contextmanager
1070 def track_entry_and_exit(name):
1071 logging.info('Entering: {}'.format(name))
1072 yield
1073 logging.info('Exiting: {}'.format(name))
Raymond Hettinger480ed782010-12-15 22:07:15 +00001074
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001075Formerly, this would have only been usable as a context manager::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001076
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001077 with track_entry_and_exit('widget loader'):
1078 print('Some time consuming activity goes here')
1079 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001080
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001081Now, it can be used as a decorator as well::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001082
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001083 @track_entry_and_exit('widget loader')
1084 def activity():
1085 print('Some time consuming activity goes here')
1086 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001087
1088Trying to fulfill two roles at once places some limitations on the technique.
1089Context managers normally have the flexibility to return an argument usable by
Raymond Hettingerc136b042011-01-18 07:15:39 +00001090a :keyword:`with` statement, but there is no parallel for function decorators.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001091
Raymond Hettinger9743e4f2010-12-16 02:24:12 +00001092In the above example, there is not a clean way for the *track_entry_and_exit*
Raymond Hettinger388af4b2011-01-06 20:55:29 +00001093context manager to return a logging instance for use in the body of enclosed
1094statements.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001095
1096(Contributed by Michael Foord in :issue:`9110`.)
1097
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001098decimal and fractions
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001099---------------------
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001100
1101Mark Dickinson crafted an elegant and efficient scheme for assuring that
1102different numeric datatypes will have the same hash value whenever their actual
1103values are equal (:issue:`8188`)::
1104
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001105 assert hash(Fraction(3, 2)) == hash(1.5) == \
1106 hash(Decimal("1.5")) == hash(complex(1.5, 0))
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001107
1108An early decision to limit the inter-operability of various numeric types has
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001109been relaxed. It is still unsupported (and ill-advised) to have implicit
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001110mixing in arithmetic expressions such as ``Decimal('1.1') + float('1.1')``
1111because the latter loses information in the process of constructing the binary
1112float. However, since existing floating point value can be converted losslessly
1113to either a decimal or rational representation, it makes sense to add them to
1114the constructor and to support mixed-type comparisons.
1115
Raymond Hettingerbb9686f2010-12-16 00:53:05 +00001116* The :class:`decimal.Decimal` constructor now accepts :class:`float` objects
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001117 directly so there in no longer a need to use the :meth:`~decimal.Decimal.from_float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001118 method (:issue:`8257`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001119
1120* Mixed type comparisons are now fully supported so that
1121 :class:`~decimal.Decimal` objects can be directly compared with :class:`float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001122 and :class:`fractions.Fraction` (:issue:`2531` and :issue:`8188`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001123
1124Similar changes were made to :class:`fractions.Fraction` so that the
1125:meth:`~fractions.Fraction.from_float()` and :meth:`~fractions.Fraction.from_decimal`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001126methods are no longer needed (:issue:`8294`):
1127
1128>>> Decimal(1.1)
1129Decimal('1.100000000000000088817841970012523233890533447265625')
1130>>> Fraction(1.1)
1131Fraction(2476979795053773, 2251799813685248)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001132
1133Another useful change for the :mod:`decimal` module is that the
1134:attr:`Context.clamp` attribute is now public. This is useful in creating
1135contexts that correspond to the decimal interchange formats specified in IEEE
1136754 (see :issue:`8540`).
1137
Raymond Hettinger6046e222010-12-16 00:21:08 +00001138(Contributed by Mark Dickinson and Raymond Hettinger.)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001139
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001140ftp
1141---
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001142
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001143The :class:`ftplib.FTP` class now supports the context manager protocol to
1144unconditionally consume :exc:`socket.error` exceptions and to close the FTP
1145connection when done::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +00001146
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001147 >>> from ftplib import FTP
1148 >>> with FTP("ftp1.at.proftpd.org") as ftp:
1149 ... ftp.login()
1150 ... ftp.dir()
1151 ...
1152 '230 Anonymous login ok, restrictions apply.'
1153 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
1154 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
1155 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
1156 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Georg Brandlda0a2112010-09-05 11:28:33 +00001157
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001158Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
1159also grew auto-closing context managers::
1160
1161 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
1162 for line in f:
1163 process(line)
1164
1165(Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
1166by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +00001167
Antoine Pitroubcba4342011-01-16 18:29:34 +00001168The :class:`~ftplib.FTP_TLS` class now accepts a *context* parameter, which is a
1169:class:`ssl.SSLContext` object allowing bundling SSL configuration options,
Raymond Hettinger4854d142011-01-17 21:29:58 +00001170certificates and private keys into a single (potentially long-lived) structure.
Antoine Pitroubcba4342011-01-16 18:29:34 +00001171
1172(Contributed by Giampaolo Rodolà; :issue:`8806`.)
1173
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001174popen
1175-----
1176
1177The :func:`os.popen` and :func:`subprocess.Popen` functions now support
Raymond Hettingerc136b042011-01-18 07:15:39 +00001178:keyword:`with` statements for auto-closing of the file descriptors.
Georg Brandl3ad46752010-12-05 07:59:29 +00001179
Raymond Hettinger6046e222010-12-16 00:21:08 +00001180gzip and zipfile
1181----------------
Antoine Pitroucd889af2010-10-06 21:13:56 +00001182
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001183:class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
1184:term:`abstract base class` (except for ``truncate()``). It also has a
1185:meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
1186zero-padded file objects.
Raymond Hettingera0266332010-12-07 08:52:41 +00001187
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001188The :mod:`gzip` module also gains the :func:`~gzip.compress` and
1189:func:`~gzip.decompress` functions for easier in-memory compression and
Raymond Hettinger51e21072011-01-10 23:38:15 +00001190decompression. Keep in mind that text needs to be encoded as :class:`bytes`
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001191before compressing and decompressing:
Raymond Hettingera0266332010-12-07 08:52:41 +00001192
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001193>>> s = 'Three shall be the number thou shalt count, '
1194>>> s += 'and the number of the counting shall be three'
1195>>> b = s.encode() # convert to utf-8
1196>>> len(b)
119789
1198>>> c = gzip.compress(b)
1199>>> len(c)
120077
1201>>> gzip.decompress(c).decode()[:42] # decompress and convert to text
1202'Three shall be the number thou shalt count,'
Antoine Pitroucd889af2010-10-06 21:13:56 +00001203
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001204(Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
1205Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
1206:issue:`2846`.)
1207
Raymond Hettinger6046e222010-12-16 00:21:08 +00001208Also, the :class:`zipfile.ZipExtFile` class was reworked internally to represent
1209files stored inside an archive. The new implementation is significantly faster
1210and can be wrapped in a :class:`io.BufferedReader` object for more speedups. It
1211also solves an issue where interleaved calls to *read* and *readline* gave the
1212wrong results.
1213
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001214(Patch submitted by Nir Aides in :issue:`7610`.)
Raymond Hettinger6046e222010-12-16 00:21:08 +00001215
Raymond Hettinger50307b62011-01-24 01:18:30 +00001216ast
1217---
1218
1219The :mod:`ast` module has a wonderful a general-purpose tool for safely
1220evaluating strings containing Python expressions using the Python literal
1221syntax. The :func:`ast.literal_eval` function serves as a secure alternative to
1222the builtin :func:`eval` function which is easily abused. Python 3.2 adds
1223:class:`bytes` and :class:`set` literals to the list of supported types:
1224strings, bytes, numbers, tuples, lists, dicts, sets, booleans, and None.
1225
1226::
1227
1228 >>> request = "{'req': 3, 'func': 'pow', 'args': (2, 0.5)}"
1229 >>> literal_eval(request)
1230 {'args': (2, 0.5), 'req': 3, 'func': 'pow'}
1231
1232 >>> request = "os.system('do something harmful')"
1233 >>> literal_eval(request)
1234 Traceback (most recent call last):
1235 ...
1236 ValueError: malformed node or string: <_ast.Call object at 0x101739a10>
1237
Raymond Hettinger2270d582011-01-20 09:04:39 +00001238os
1239--
1240
1241Different operating systems use various encodings for filenames and environment
1242variables. The :mod:`os` module provides two new functions,
1243:func:`~os.fsencode` and :func:`~os.fsdecode`, for encoding and decoding
1244filenames:
1245
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001246>>> filename = 'Sehenswürdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001247>>> os.fsencode(filename)
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001248b'Sehensw\xc3\xbcrdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001249
1250Some operating systems allow direct access to the unencoded bytes in the
1251environment. If so, the :attr:`os.supports_bytes_environ` constant will be
1252true.
1253
1254For direct access to unencoded environment variables (if available),
1255use the new :func:`os.getenvb` function or use :data:`os.environb`
1256which is a bytes version of :data:`os.environ`.
1257
1258
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001259shutil
1260------
1261
1262The :func:`shutil.copytree` function has two new options:
Antoine Pitroud67075e2010-07-31 22:48:02 +00001263
Antoine Pitrou121a0552011-01-16 18:16:52 +00001264* *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
Raymond Hettingerc136b042011-01-18 07:15:39 +00001265 copies a file pointed to by a symlink, not the symlink itself. This option
1266 will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001267
Antoine Pitrou121a0552011-01-16 18:16:52 +00001268* *copy_function*: is a callable that will be used to copy files.
1269 :func:`shutil.copy2` is used by default.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001270
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001271(Contributed by Tarek Ziadé.)
Antoine Pitroud67075e2010-07-31 22:48:02 +00001272
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001273In addition, the :mod:`shutil` module now supports :ref:`archiving operations
1274<archiving-operations>` for zipfiles, uncompressed tarfiles, gzipped tarfiles,
1275and bzipped tarfiles. And there are functions for registering additional
1276archiving file formats (such as xz compressed tarfiles or custom formats).
1277
1278The principal functions are :func:`~shutil.make_archive` and
1279:func:`~shutil.unpack_archive`. By default, both operate on the current
1280directory (which can be set by :func:`os.chdir`) and on any sub-directories.
1281The archive filename needs to specified with a full pathname. The archiving
1282step is non-destructive (the original files are left unchanged).
1283
1284::
1285
1286 >>> import shutil, pprint
1287 >>> os.chdir('mydata') # change to the source directory
1288 >>> f = make_archive('/var/backup/mydata', 'zip') # archive the current directory
1289 >>> f # show the name of archive
1290 '/var/backup/mydata.zip'
1291 >>> os.chdir('tmp') # change to an unpacking
1292 >>> shutil.unpack_archive('/var/backup/mydata.zip') # recover the data
1293 >>> pprint.pprint(shutil.get_archive_formats()) # display known formats
1294 [('bztar', "bzip2'ed tar-file"),
1295 ('gztar', "gzip'ed tar-file"),
1296 ('tar', 'uncompressed tar file'),
1297 ('zip', 'ZIP file')]
1298 >>> shutil.register_archive_format( # register a new archive format
1299 name = 'xz',
1300 function = 'xz.compress',
1301 extra_args = [('level', 8)],
1302 description = 'xz compression'
1303 )
1304
1305(Contributed by Tarek Ziadé.)
1306
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001307sqlite3
1308-------
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001309
Raymond Hettinger6046e222010-12-16 00:21:08 +00001310The :mod:`sqlite3` module was updated to version 2.6.0. It has two new capabilities.
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001311
Raymond Hettinger0358a172010-12-15 19:00:38 +00001312* The :attr:`sqlite3.Connection.in_transit` attribute is true if there is an
1313 active transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001314
Raymond Hettinger0358a172010-12-15 19:00:38 +00001315* The :meth:`sqlite3.Connection.enable_load_extension` and
1316 :meth:`sqlite3.Connection.load_extension` methods allows you to load SQLite
1317 extensions from ".so" files. One well-known extension is the fulltext-search
1318 extension distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001319
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001320(Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
1321
1322socket
1323------
1324
1325The :mod:`socket` module has two new improvements.
1326
1327* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
1328 the socket into closed state without actually closing the underlying file
1329 descriptor. The latter can then be reused for other purposes.
1330 (Added by Antoine Pitrou; :issue:`8524`.)
1331
1332* :func:`socket.create_connection` now supports the context manager protocol
1333 to unconditionally consume :exc:`socket.error` exceptions and to close the
1334 socket when done.
1335 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
1336
1337ssl
1338---
Antoine Pitroud67075e2010-07-31 22:48:02 +00001339
Raymond Hettinger4854d142011-01-17 21:29:58 +00001340The :mod:`ssl` module added a number of features to satisfy common requirements
1341for secure (encrypted, authenticated) internet connections:
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001342
Raymond Hettinger4854d142011-01-17 21:29:58 +00001343* A new class, :class:`~ssl.SSLContext`, serves as a container for persistent
1344 SSL data, such as protocol settings, certificates, private keys, and various
1345 other options. It includes a :meth:`~ssl.SSLContext.wrap_socket` for creating
1346 an SSL socket from an SSL context.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001347
Raymond Hettinger4854d142011-01-17 21:29:58 +00001348* A new function, :func:`ssl.match_hostname`, supports server identity
1349 verification for higher-level protocols by implementing the rules of HTTPS
1350 (from :rfc:`2818`) which are also suitable for other protocols.
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +00001351
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001352* The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
Raymond Hettinger4854d142011-01-17 21:29:58 +00001353 argument. The *ciphers* string lists the allowed encryption algorithms using
1354 the format described in the `OpenSSL documentation
1355 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001356
Raymond Hettinger4854d142011-01-17 21:29:58 +00001357* When linked against recent versions of OpenSSL, the :mod:`ssl` module now
1358 supports the Server Name Indication extension to the TLS protocol, allowing
1359 multiple "virtual hosts" using different certificates on a single IP port.
1360 This extension is only supported in client mode, and is activated by passing
1361 the *server_hostname* argument to :meth:`ssl.SSLContext.wrap_socket`.
Antoine Pitrou7d15a722010-11-05 22:13:55 +00001362
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001363* Various options have been added to the :mod:`ssl` module, such as
Raymond Hettinger4854d142011-01-17 21:29:58 +00001364 :data:`~ssl.OP_NO_SSLv2` which disables the insecure and obsolete SSLv2
1365 protocol.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001366
Raymond Hettinger4854d142011-01-17 21:29:58 +00001367* The extension now loads all the OpenSSL ciphers and digest algorithms. If
1368 some SSL certificates cannot be verified, they are reported as an "unknown
1369 algorithm" error.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001370
Raymond Hettinger4854d142011-01-17 21:29:58 +00001371* The version of OpenSSL being used is now accessible using the module
1372 attributes :data:`ssl.OPENSSL_VERSION` (a string),
1373 :data:`ssl.OPENSSL_VERSION_INFO` (a 5-tuple), and
1374 :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer).
1375
1376(Contributed by Antoine Pitrou in :issue:`8850`, :issue:`1589`, :issue:`8322`,
1377:issue:`5639`, :issue:`4870`, :issue:`8484`, and :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001378
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001379nntp
1380----
Raymond Hettinger070ec702010-12-10 17:45:13 +00001381
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001382The :mod:`nntplib` module has a revamped implementation with better bytes and
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001383text semantics as well as more practical APIs. These improvements break
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001384compatibility with the nntplib version in Python 3.1, which was partly
1385dysfunctional in itself.
Raymond Hettinger070ec702010-12-10 17:45:13 +00001386
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001387Support for secure connections through both implicit (using
1388:class:`nntplib.NNTP_SSL`) and explicit (using :meth:`nntplib.NNTP.starttls`)
1389TLS has also been added.
1390
1391(Contributed by Antoine Pitrou in :issue:`9360` and Andrew Vant in :issue:`1926`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001392
1393certificates
1394------------
1395
1396:class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
1397and :func:`urllib.request.urlopen` now take optional arguments to allow for
1398server certificate checking against a set of Certificate Authorities,
1399as recommended in public uses of HTTPS.
1400
1401(Added by Antoine Pitrou, :issue:`9003`.)
1402
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00001403imaplib
1404-------
1405
1406Support for explicit TLS on standard IMAP4 connections has been added through
1407the new :mod:`imaplib.IMAP4.starttls` method.
1408
1409(Contributed by Lorenzo M. Catucci and Antoine Pitrou, :issue:`4471`.)
1410
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001411unittest
1412--------
Antoine Pitrouafb078d2010-11-05 22:18:28 +00001413
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001414The unittest module has a number of improvements supporting test discovery for
1415packages, easier experimentation at the interactive prompt, new testcase
1416methods, improved diagnostic messages for test failures, and better method
1417names.
1418
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001419* The command-line call ``python -m unittest`` can now accept file paths
Raymond Hettingera0266332010-12-07 08:52:41 +00001420 instead of module names for running specific tests (:issue:`10620`). The new
1421 test discovery can find tests within packages, locating any test importable
Raymond Hettingerc136b042011-01-18 07:15:39 +00001422 from the top-level directory. The top-level directory can be specified with
Raymond Hettingera0266332010-12-07 08:52:41 +00001423 the `-t` option, a pattern for matching files with ``-p``, and a directory to
1424 start discovery with ``-s``::
1425
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001426 $ python -m unittest discover -s my_proj_dir -p _test.py
Raymond Hettingera0266332010-12-07 08:52:41 +00001427
1428 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001429
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001430* Experimentation at the interactive prompt is now easier because the
1431 :class:`unittest.case.TestCase` class can now be instantiated without
1432 arguments:
1433
1434 >>> TestCase().assertEqual(pow(2, 3), 8)
1435
1436 (Contributed by Michael Foord.)
1437
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001438* The :mod:`unittest` module has two new methods,
1439 :meth:`~unittest.TestCase.assertWarns` and
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001440 :meth:`~unittest.TestCase.assertWarnsRegex` to verify that a given warning type
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001441 is triggered by the code under test::
Antoine Pitroud3052002010-09-15 15:09:40 +00001442
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001443 with self.assertWarns(DeprecationWarning):
1444 legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001445
Antoine Pitroueec6dbf2011-01-16 18:21:12 +00001446 (Contributed by Antoine Pitrou, :issue:`9754`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001447
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001448 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001449 compare two iterables to determine if their element counts are equal (whether
1450 the same elements are present with the same number of occurrences regardless
1451 of order)::
Raymond Hettingera0266332010-12-07 08:52:41 +00001452
1453 def test_anagram(self):
1454 self.assertCountEqual('algorithm', 'logarithm')
1455
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001456 (Contributed by Raymond Hettinger.)
1457
1458* A principal feature of the unittest module is an effort to produce meaningful
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001459 diagnostics when a test fails. When possible, the failure is recorded along
Raymond Hettingera0266332010-12-07 08:52:41 +00001460 with a diff of the output. This is especially helpful for analyzing log files
1461 of failed test runs. However, since diffs can sometime be voluminous, there is
1462 a new :attr:`~unittest.TestCase.maxDiff` attribute which sets maximum length of
1463 diffs.
1464
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001465* In addition, the method names in the module have undergone a number of clean-ups.
1466
1467 For example, :meth:`~unittest.TestCase.assertRegex` is the new name for
Raymond Hettingera0266332010-12-07 08:52:41 +00001468 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001469 test uses :func:`re.search`, not :func:`re.match`. Other methods using
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001470 regular expressions are now named using short form "Regex" in preference to
1471 "Regexp" -- this matches the names used in other unittest implementations,
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001472 matches Python's old name for the :mod:`re` module, and it has unambiguous
1473 camel-casing.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001474
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001475 (Contributed by Raymond Hettinger and implemented by Ezio Melotti.)
1476
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001477* To improve consistency, some long-standing method aliases are being
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001478 deprecated in favor of the preferred names:
1479
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001480 =============================== ==============================
1481 Old Name Preferred Name
1482 =============================== ==============================
1483 :meth:`assert_` :meth:`.assertTrue`
1484 :meth:`assertEquals` :meth:`.assertEqual`
1485 :meth:`assertNotEquals` :meth:`.assertNotEqual`
1486 :meth:`assertAlmostEquals` :meth:`.assertAlmostEqual`
1487 :meth:`assertNotAlmostEquals` :meth:`.assertNotAlmostEqual`
1488 =============================== ==============================
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001489
1490 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001491 to be removed in Python 3.3. Also see the :ref:`deprecated-aliases` section in
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001492 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001493
1494 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001495
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001496* The :meth:`~unittest.TestCase.assertDictContainsSubset` method was deprecated
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001497 because it was misimplemented with the arguments in the wrong order. This
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001498 created hard-to-debug optical illusions where tests like
1499 ``TestCase().assertDictContainsSubset({'a':1, 'b':2}, {'a':1})`` would fail.
1500
1501 (Contributed by Raymond Hettinger.)
1502
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001503random
1504------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001505
Raymond Hettinger0358a172010-12-15 19:00:38 +00001506The integer methods in the :mod:`random` module now do a better job of producing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001507uniform distributions. Previously, they computed selections with
1508``int(n*random())`` which had a slight bias whenever *n* was not a power of two.
Raymond Hettingerc136b042011-01-18 07:15:39 +00001509Now, multiple selections are made from a range up to the next power of two and a
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001510selection is kept only when it falls within the range ``0 <= x < n``. The
1511functions and methods affected are :func:`~random.randrange`,
1512:func:`~random.randint`, :func:`~random.choice`, :func:`~random.shuffle` and
1513:func:`~random.sample`.
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001514
1515(Contributed by Raymond Hettinger; :issue:`9025`.)
1516
1517poplib
1518------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001519
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001520* :class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
1521 :class:`ssl.SSLContext` object allowing bundling SSL configuration options,
1522 certificates and private keys into a single (potentially long-lived)
1523 structure.
1524
1525 (Contributed by Giampaolo Rodolà; :issue:`8807`.)
1526
Giampaolo Rodolà977c7072010-10-04 21:08:36 +00001527* :class:`asyncore.dispatcher` now provides a
1528 :meth:`~asyncore.dispatcher.handle_accepted()` method
1529 returning a `(sock, addr)` pair which is called when a connection has actually
1530 been established with a new remote endpoint. This is supposed to be used as a
1531 replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
1532 the user to call :meth:`~asyncore.dispatcher.accept()` directly.
1533
1534 (Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001535
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001536tempfile
1537--------
Raymond Hettingera0266332010-12-07 08:52:41 +00001538
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001539The :mod:`tempfile` module has a new context manager,
1540:class:`~tempfile.TemporaryDirectory` which provides easy deterministic
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001541cleanup of temporary directories::
Nick Coghlan543af752010-10-24 11:23:25 +00001542
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001543 with tempfile.TemporaryDirectory() as tmpdirname:
1544 print('created temporary dir:', tmpdirname)
Nick Coghlan543af752010-10-24 11:23:25 +00001545
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001546(Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001547
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001548inspect
1549-------
1550
Raymond Hettinger0358a172010-12-15 19:00:38 +00001551* The :mod:`inspect` module has a new function
1552 :func:`~inspect.getgeneratorstate` to easily identify the current state of a
Raymond Hettingera275c982011-01-20 04:03:19 +00001553 generator-iterator::
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001554
Raymond Hettingera275c982011-01-20 04:03:19 +00001555 >>> from inspect import getgeneratorstate
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001556 >>> def gen():
Raymond Hettingera275c982011-01-20 04:03:19 +00001557 yield 'demo'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001558 >>> g = gen()
Raymond Hettingera275c982011-01-20 04:03:19 +00001559 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001560 'GEN_CREATED'
1561 >>> next(g)
Raymond Hettingera275c982011-01-20 04:03:19 +00001562 'demo'
1563 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001564 'GEN_SUSPENDED'
Raymond Hettingera275c982011-01-20 04:03:19 +00001565 >>> next(g, None)
1566 >>> getgeneratorstate(g)
1567 'GEN_CLOSED'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001568
1569 (Contributed by Rodolpho Eckhardt and Nick Coghlan, :issue:`10220`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001570
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001571* To support lookups without the possibility of activating a dynamic attribute,
1572 the :mod:`inspect` module has a new function, :func:`~inspect.getattr_static`.
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001573 Unlike :func:`hasattr`, this is a true read-only search, guaranteed not to
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001574 change state while it is searching::
1575
1576 >>> class A:
1577 @property
1578 def f(self):
1579 print('Running')
1580 return 10
1581
1582 >>> a = A()
1583 >>> getattr(a, 'f')
1584 Running
1585 10
1586 >>> inspect.getattr_static(a, 'f')
1587 <property object at 0x1022bd788>
1588
1589 (Contributed by Michael Foord.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001590
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001591pydoc
1592-----
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001593
Raymond Hettinger89c1cd12011-01-19 04:43:45 +00001594The :mod:`pydoc` module now provides a much-improved Web server interface, as
1595well as a new command-line option ``-b`` to automatically open a browser window
1596to display that server::
1597
1598 $ pydoc3.2 -b
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001599
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001600(Contributed by Ron Adam; :issue:`2001`.)
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001601
Raymond Hettingeracff5952011-01-24 01:51:49 +00001602dis
1603---
1604
1605The :mod:`dis` module gained two new functions for inspecting code,
1606:func:`~dis.code_info` and :func:`~dis.show_code`. Both provide detailed code
1607object information for the supplied function, method, source code string or code
1608object. The former returns a string and the latter prints it::
1609
1610 >>> import dis, random
1611 >>> show_code(random.choice)
1612 Name: choice
1613 Filename: /Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/random.py
1614 Argument count: 2
1615 Kw-only arguments: 0
1616 Number of locals: 3
1617 Stack size: 11
1618 Flags: OPTIMIZED, NEWLOCALS, NOFREE
1619 Constants:
1620 0: 'Choose a random element from a non-empty sequence.'
1621 1: 'Cannot choose from an empty sequence'
1622 Names:
1623 0: _randbelow
1624 1: len
1625 2: ValueError
1626 3: IndexError
1627 Variable names:
1628 0: self
1629 1: seq
1630 2: i
1631
1632(Contributed by Nick Coghlan in :issue:`9147`.)
1633
1634dbm
1635---
1636
1637All database modules now support :meth:`get` and :meth:`setdefault` are now
1638available in all database modules
1639
1640(Suggested by Ray Allen in :issue:`9523`.)
1641
1642ctypes
1643------
1644
1645A new type, :class:`ctypes.c_ssize_t` represents the C :c:type:`ssize_t` datatype.
1646
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001647sysconfig
1648---------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001649
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001650The new :mod:`sysconfig` module makes it straightforward to discover
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001651installation paths and configuration variables which vary across platforms and
1652installations.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001653
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001654The module offers access simple access functions for platform and version
1655information:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001656
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001657* :func:`~sysconfig.get_platform` returning values like *linux-i586* or
1658 *macosx-10.6-ppc*.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001659* :func:`~sysconfig.get_python_version` returns a Python version string
1660 such as "3.2".
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001661
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001662It also provides access to the paths and variables corresponding to one of
1663seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
1664*posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001665
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001666* :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
1667 for the current installation scheme.
1668* :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
1669 variables.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001670
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001671There is also a convenient command-line interface::
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001672
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001673 C:\Python32>python -m sysconfig
1674 Platform: "win32"
1675 Python version: "3.2"
1676 Current installation scheme: "nt"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001677
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001678 Paths:
1679 data = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001680 include = "C:\Python32\Include"
1681 platinclude = "C:\Python32\Include"
1682 platlib = "C:\Python32\Lib\site-packages"
1683 platstdlib = "C:\Python32\Lib"
1684 purelib = "C:\Python32\Lib\site-packages"
1685 scripts = "C:\Python32\Scripts"
1686 stdlib = "C:\Python32\Lib"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001687
1688 Variables:
1689 BINDIR = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001690 BINLIBDEST = "C:\Python32\Lib"
1691 EXE = ".exe"
1692 INCLUDEPY = "C:\Python32\Include"
1693 LIBDEST = "C:\Python32\Lib"
1694 SO = ".pyd"
1695 VERSION = "32"
1696 abiflags = ""
1697 base = "C:\Python32"
1698 exec_prefix = "C:\Python32"
1699 platbase = "C:\Python32"
1700 prefix = "C:\Python32"
1701 projectbase = "C:\Python32"
1702 py_version = "3.2"
1703 py_version_nodot = "32"
1704 py_version_short = "3.2"
1705 srcdir = "C:\Python32"
1706 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001707
1708pdb
1709---
1710
1711The :mod:`pdb` debugger module gained a number of usability improvements:
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001712
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001713* :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
1714 :file:`.pdbrc` script file.
1715* A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
1716 that continue debugging.
1717* The :class:`Pdb` class constructor now accepts a *nosigint* argument.
Raymond Hettinger51e21072011-01-10 23:38:15 +00001718* New commands: ``l(list)``, ``ll(long list)`` and ``source`` for
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001719 listing source code.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001720* New commands: ``display`` and ``undisplay`` for showing or hiding
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001721 the value of an expression if it has changed.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001722* New command: ``interact`` for starting an interactive interpreter containing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001723 the global and local names found in the current scope.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001724* Breakpoints can be cleared by breakpoint number.
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001725
Georg Brandl101234b2010-12-18 11:53:25 +00001726(Contributed by Georg Brandl, Antonio Cuni and Ilya Sandler.)
1727
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001728configparser
1729------------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001730
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001731The :mod:`configparser` module was modified to improve usability and
1732predictability of the default parser and its supported INI syntax. The old
1733:class:`ConfigParser` class was removed in favor of :class:`SafeConfigParser`
Raymond Hettinger04129742010-12-18 10:57:50 +00001734which has in turn been renamed to :class:`~configparser.ConfigParser`. Support
1735for inline comments is now turned off by default and section or option
1736duplicates are not allowed in a single configuration source.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001737
1738Config parsers gained a new API based on the mapping protocol::
1739
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001740 >>> parser = ConfigParser()
1741 >>> parser.read_string("""
1742 [DEFAULT]
1743 location = upper left
1744 visible = yes
1745 editable = no
1746 color = blue
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001747
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001748 [main]
1749 title = Main Menu
1750 color = green
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001751
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001752 [options]
1753 title = Options
1754 """)
1755 >>> parser['main']['color']
1756 'green'
1757 >>> parser['main']['editable']
1758 'no'
1759 >>> section = parser['options']
1760 >>> section['title']
1761 'Options'
1762 >>> section['title'] = 'Options (editable: %(editable)s)'
1763 >>> section['title']
1764 'Options (editable: no)'
1765
1766The new API is implemented on top of the classical API, so custom parser
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001767subclasses should be able to use it without modifications.
1768
1769The INI file structure accepted by config parsers can now be customized. Users
Raymond Hettinger04129742010-12-18 10:57:50 +00001770can specify alternative option/value delimiters and comment prefixes, change the
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001771name of the *DEFAULT* section or switch the interpolation syntax.
1772
Raymond Hettingerba5512f2011-01-18 08:28:01 +00001773There is support for pluggable interpolation including an additional interpolation
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001774handler :class:`~configparser.ExtendedInterpolation`::
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001775
1776 >>> parser = ConfigParser(interpolation=ExtendedInterpolation())
1777 >>> parser.read_dict({'buildout': {'directory': '/home/ambv/zope9'},
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001778 'custom': {'prefix': '/usr/local'}})
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001779 >>> parser.read_string("""
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001780 [buildout]
1781 parts =
1782 zope9
1783 instance
1784 find-links =
1785 ${buildout:directory}/downloads/dist
1786
1787 [zope9]
1788 recipe = plone.recipe.zope9install
1789 location = /opt/zope
1790
1791 [instance]
1792 recipe = plone.recipe.zope9instance
1793 zope9-location = ${zope9:location}
1794 zope-conf = ${custom:prefix}/etc/zope.conf
1795 """)
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001796 >>> parser['buildout']['find-links']
1797 '\n/home/ambv/zope9/downloads/dist'
1798 >>> parser['instance']['zope-conf']
1799 '/usr/local/etc/zope.conf'
1800 >>> instance = parser['instance']
1801 >>> instance['zope-conf']
1802 '/usr/local/etc/zope.conf'
1803 >>> instance['zope9-location']
1804 '/opt/zope'
1805
1806A number of smaller features were also introduced, like support for specifying
Raymond Hettinger04129742010-12-18 10:57:50 +00001807encoding in read operations, specifying fallback values for get-functions, or
1808reading directly from dictionaries and strings.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001809
1810(All changes contributed by Łukasz Langa.)
1811
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001812.. XXX: Mention urllib.parse changes
1813 Issue 9873 (Nick Coghlan):
1814 - ASCII byte sequence support in URL parsing
1815 - named tuple for urldefrag return value
1816 Issue 5468 (Dan Mahn) for urlencode:
1817 - bytes input support
1818 - non-UTF8 percent encoding of non-ASCII characters
1819 Issue 2987 for IPv6 (RFC2732) support in urlparse
Raymond Hettinger3df46212011-01-06 02:01:26 +00001820
Antoine Pitroud42bc512009-11-10 23:18:31 +00001821Multi-threading
1822===============
1823
Georg Brandlda0a2112010-09-05 11:28:33 +00001824* The mechanism for serializing execution of concurrently running Python threads
Raymond Hettingerba5512f2011-01-18 08:28:01 +00001825 (generally known as the :term:`GIL` or :term:`Global Interpreter Lock`) has
1826 been rewritten. Among the objectives were more predictable switching
1827 intervals and reduced overhead due to lock contention and the number of
1828 ensuing system calls. The notion of a "check interval" to allow thread
1829 switches has been abandoned and replaced by an absolute duration expressed in
1830 seconds. This parameter is tunable through :func:`sys.setswitchinterval()`.
1831 It currently defaults to 5 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +00001832
1833 Additional details about the implementation can be read from a `python-dev
1834 mailing-list message
1835 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +00001836 (however, "priority requests" as exposed in this message have not been kept
1837 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +00001838
Georg Brandl5e73a812010-04-22 07:02:51 +00001839 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +00001840
Georg Brandlda0a2112010-09-05 11:28:33 +00001841* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettingerba5512f2011-01-18 08:28:01 +00001842 :meth:`~threading.Lock.acquire` method. (Contributed by Antoine Pitrou;
1843 :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001844
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001845* Similarly, :meth:`threading.Semaphore.acquire` also gained a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +00001846 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +00001847
Antoine Pitrou810023d2010-12-15 22:59:16 +00001848* Regular and recursive lock acquisitions can now be interrupted by signals on
Raymond Hettingerc136b042011-01-18 07:15:39 +00001849 platforms using Pthreads. This means that Python programs that deadlock while
Antoine Pitrou810023d2010-12-15 22:59:16 +00001850 acquiring locks can be successfully killed by repeatedly sending SIGINT to the
Georg Brandleebb2522010-12-18 12:01:15 +00001851 process (by pressing :kbd:`Ctrl+C` in most shells).
Antoine Pitrou810023d2010-12-15 22:59:16 +00001852 (Contributed by Reid Kleckner; :issue:`8844`.)
1853
Antoine Pitroud42bc512009-11-10 23:18:31 +00001854
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001855Optimizations
1856=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001857
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001858A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001859
Antoine Pitroud3052002010-09-15 15:09:40 +00001860* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001861 being a test for membership in a set of constants. The optimizer recasts the
1862 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
1863
1864 Now that the speed penalty is gone, it is practical to start writing
1865 membership tests using set-notation. This style is both semantically clear
1866 and operationally fast::
1867
1868 extension = name.rpartition('.')[2]
1869 if extension in {'xml', 'html', 'xhtml', 'css'}:
1870 handle(name)
1871
Raymond Hettingerc136b042011-01-18 07:15:39 +00001872 (Patch and additional tests contributed by Dave Malcolm; :issue:`6690`).
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001873
Antoine Pitroud3052002010-09-15 15:09:40 +00001874* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001875 several times faster.
1876
1877 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00001878 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001879
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001880* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001881 :meth:`list.sort` and :func:`sorted` now runs faster and uses less memory
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001882 when called with a :term:`key function`. Previously, every element of
1883 a list was wrapped with a temporary object that remembered the key value
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001884 associated with each element. Now, two arrays of keys and values are
Raymond Hettingerc136b042011-01-18 07:15:39 +00001885 sorted in parallel. This saves the memory consumed by the sort wrappers,
1886 and it saves time lost to delegating comparisons.
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001887
Raymond Hettingereb70b902011-01-10 21:26:49 +00001888 (Patch by Daniel Stutzbach in :issue:`9915`.)
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001889
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001890* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00001891 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001892 now uses the C speedups when the ``sort_keys`` argument is true.
1893
1894 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
1895 Antoine Pitrou in :issue:`10314`.)
1896
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001897* Recursive locks (created with the :func:`threading.RLock` API) now benefit
1898 from a C implementation which makes them as fast as regular locks, and between
1899 10x and 15x faster than their previous pure Python implementation.
1900
1901 (Contributed by Antoine Pitrou; :issue:`3001`.)
1902
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001903* The fast-search algorithm in stringlib is now used by the :meth:`split`,
1904 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
1905 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
1906 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
1907 :meth:`rpartition`.
1908
1909 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
1910
Raymond Hettinger480ed782010-12-15 22:07:15 +00001911
1912* String to integer conversions now work two "digits" at a time, reducing the
1913 number of division and modulo operations.
1914
1915 (:issue:`6713` by Gawain Bolton, Mark Dickinson, and Victor Stinner.)
1916
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001917There were several other minor optimizations. Set differencing now runs faster
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001918when one operand is much larger than the other (patch by Andress Bennetts in
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001919:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
1920(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
1921has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001922multi-argument form of :func:`operator.attrgetter` function now runs slightly
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001923faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
1924multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
1925
Antoine Pitroud3052002010-09-15 15:09:40 +00001926
Victor Stinner47ce9652010-10-29 00:57:35 +00001927Unicode
1928=======
Victor Stinner94908bb2010-08-18 21:23:25 +00001929
Raymond Hettinger2270d582011-01-20 09:04:39 +00001930Python has been updated to `Unicode 6.0.0
1931<http://unicode.org/versions/Unicode6.0.0/>`_. The update to the standard adds
1932over 2,000 new characters including `emoji <http://en.wikipedia.org/wiki/Emoji>`_
1933symbols which are important for mobile phones.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001934
Raymond Hettinger2270d582011-01-20 09:04:39 +00001935In addition, the updated standard has altered the character properties for two
1936Kannada characters (U+0CF1, U+0CF2) and one New Tai Lue numeric character
1937(U+19DA), making the former eligible for use in identifiers while disqualifying
1938the latter. For more information, see `Unicode Character Database Changes
1939<http://www.unicode.org/versions/Unicode6.0.0/#Database_Changes>`_.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001940
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001941
Raymond Hettinger2270d582011-01-20 09:04:39 +00001942Codecs
1943======
Raymond Hettingerc74d5182010-12-02 01:38:25 +00001944
Raymond Hettinger2270d582011-01-20 09:04:39 +00001945Support was added for *cp720* Arabic DOS encoding (:issue:`1616979`).
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001946
Raymond Hettinger2270d582011-01-20 09:04:39 +00001947MBCS encoding no longer ignores the error handler argument. In the default
1948strict mode, it raises an :exc:`UnicodeDecodeError` when it encounters an
1949undecodable byte sequence and an :exc:`UnicodeEncodeError` for an unencodable
1950character.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001951
Raymond Hettinger2270d582011-01-20 09:04:39 +00001952The MBCS codec supports ``'strict'`` and ``'ignore'`` error handlers for
1953decoding, and ``'strict'`` and ``'replace'`` for encoding.
Victor Stinnere8d51452010-08-19 01:05:19 +00001954
Raymond Hettinger2270d582011-01-20 09:04:39 +00001955To emulate Python3.1 MBCS encoding, select the ``'ignore'`` handler for decoding
1956and the ``'replace'`` handler for encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00001957
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001958On Mac OS X, Python decodes command line arguments with ``'utf-8'`` rather than
Raymond Hettinger2270d582011-01-20 09:04:39 +00001959the locale encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00001960
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00001961By default, :mod:`tarfile` uses ``'utf-8'`` encoding on Windows (instead of
1962``'mbcs'``) and the ``'surrogateescape'`` error handler on all operating
1963systems.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001964
Victor Stinner94908bb2010-08-18 21:23:25 +00001965
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001966Documentation
1967=============
1968
1969The documentation continues to be improved.
1970
1971A table of quick links has been added to the top of lengthy sections such as
1972:ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
1973accompanied by tables of cheatsheet-style summaries to provide an overview and
1974memory jog without having to read all of the docs.
1975
Raymond Hettinger51e21072011-01-10 23:38:15 +00001976In some cases, the pure Python source code can be a helpful adjunct to the
1977documentation, so now many modules now feature quick links to the latest version
1978of the source code. For example, the :mod:`functools` module documentation has
1979a quick link at the top labeled: **Source code** :source:`Lib/functools.py`.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001980
1981The docs now contain more examples and recipes. In particular, :mod:`re` module
1982has an extensive section, :ref:`re-examples`. Likewise, the :mod:`itertools`
1983module continues to be updated with new :ref:`itertools-recipes`.
1984
Raymond Hettinger677e10a2010-12-07 06:45:30 +00001985The :mod:`datetime` module now has an auxiliary implementation in pure Python.
1986No functionality was changed. This just provides an easier-to-read
1987alternate implementation. (Contributed by Alexander Belopolsky.)
1988
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001989The unmaintained :file:`Demo` directory has been removed. Some demos were
1990integrated into the documentation, some were moved to the :file:`Tools/demo`
1991directory, and others were removed altogether. (Contributed by Georg Brandl.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001992
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001993
1994IDLE
1995====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001996
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001997* The format menu now has an option to clean source files by stripping
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001998 trailing whitespace.
1999
2000 (Contributed by Raymond Hettinger; :issue:`5150`.)
2001
2002* IDLE on Mac OS X now works with both Carbon AquaTk and Cocoa AquaTk.
2003
2004 (Contributed by Kevin Walzer, Ned Deily, and Ronald Oussoren; :issue:`6075`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002005
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002006Code Repository
2007===============
2008
2009In addition to the existing Subversion code repository at http://svn.python.org
2010there is now a `Mercurial <http://mercurial.selenic.com/>`_ repository at
2011http://hg.python.org/ .
2012
2013After the 3.2 release, there are plans to switch to Mercurial as the primary
2014repository. This distributed version control system should make it easier for
2015members of the community to create and share external changesets. See
2016:pep:`385` for details.
2017
2018To learn to use the new version control system, see the `tutorial by Joel
2019Spolsky <http://hginit.com>`_ or the `guide to Mercurial workflows
2020<http://mercurial.selenic.com/guide/>`_.
2021
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002022
2023Build and C API Changes
2024=======================
2025
2026Changes to Python's build process and to the C API include:
2027
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002028* The *idle*, *pydoc* and *2to3* scripts are now installed with a
2029 version-specific suffix on ``make altinstall`` (:issue:`10679`).
2030
Georg Brandlda0a2112010-09-05 11:28:33 +00002031* The C functions that access the Unicode Database now accept and return
2032 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002033 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00002034 in Python is that :func:`unicodedata.numeric` now returns the correct value
2035 for large code points, and :func:`repr` may consider more characters as
2036 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002037
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002038 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
2039
Georg Brandlda0a2112010-09-05 11:28:33 +00002040* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00002041 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00002042 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002043
Georg Brandlda0a2112010-09-05 11:28:33 +00002044 (Contributed by Antoine Pitrou; :issue:`9203`.)
2045
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00002046* The option ``--with-wctype-functions`` was removed. The built-in unicode
2047 database is now used for all functions.
2048
2049 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
2050
Raymond Hettinger480ed782010-12-15 22:07:15 +00002051* Hash values are now values of a new type, :c:type:`Py_hash_t`, which is
2052 defined to be the same size as a pointer. Previously they were of type long,
2053 which on some 64-bit operating systems is still only 32 bits long. As a
2054 result of this fix, :class:`set` and :class:`dict` can now hold more than
2055 ``2**32`` entries on builds with 64-bit pointers (previously, they could grow
2056 to that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00002057
Raymond Hettinger480ed782010-12-15 22:07:15 +00002058 (Suggested by Raymond Hettinger and implemented by Benjamin Peterson;
2059 :issue:`9778`.)
2060
2061* A new macro :c:macro:`Py_VA_COPY` copies the state of the variable argument
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002062 list. It is equivalent to C99 *va_copy* but available on all Python platforms
Raymond Hettinger480ed782010-12-15 22:07:15 +00002063 (:issue:`2443`).
2064
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002065* A new C API function :c:func:`PySys_SetArgvEx` allows an embedded interpreter
2066 to set :attr:`sys.argv` without also modifying :attr:`sys.path`
Raymond Hettinger480ed782010-12-15 22:07:15 +00002067 (:issue:`5753`).
2068
2069* :c:macro:`PyEval_CallObject` is now only available in macro form. The
2070 function declaration, which was kept for backwards compatibility reasons, is
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002071 now removed -- the macro was introduced in 1997 (:issue:`8276`).
Raymond Hettinger480ed782010-12-15 22:07:15 +00002072
2073* The is a new function :c:func:`PyLong_AsLongLongAndOverflow` which
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002074 is analogous to :c:func:`PyLong_AsLongAndOverflow`. They both serve to
Raymond Hettinger480ed782010-12-15 22:07:15 +00002075 convert Python :class:`int` into a native fixed-width type while providing
2076 detection of cases where the conversion won't fit (:issue:`7767`).
2077
2078* The :c:func:`PyUnicode_CompareWithASCIIString` now returns *not equal*
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002079 if the Python string is *NUL* terminated.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002080
2081* There is a new function :c:func:`PyErr_NewExceptionWithDoc` that is
2082 like :c:func:`PyErr_NewException` but allows a docstring to be specified.
2083 This lets C exceptions have the same self-documenting capabilities as
2084 their pure Python counterparts (:issue:`7033`).
2085
2086* When compiled with the ``--with-valgrind`` option, the pymalloc
2087 allocator will be automatically disabled when running under Valgrind. This
2088 gives improved memory leak detection when running under Valgrind, while taking
2089 advantage of pymalloc at other times (:issue:`2422`).
2090
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002091* Removed the ``O?`` format from the *PyArg_Parse* functions. The format is no
Raymond Hettinger480ed782010-12-15 22:07:15 +00002092 longer used and it had never been documented (:issue:`8837`).
2093
2094There were a number of other small changes to the C-API. See the
2095:file:`Misc/NEWS` file for a complete list.
Skip Montanaro961aaf52010-10-17 22:22:24 +00002096
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002097
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00002098Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002099=====================
2100
Georg Brandlda0a2112010-09-05 11:28:33 +00002101This section lists previously described changes and other bugfixes that may
2102require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002103
Raymond Hettingerd73be672010-12-18 10:48:26 +00002104* The :mod:`configparser` module has a number of clean-ups. The major change is
2105 to replace the old :class:`ConfigParser` class with long-standing preferred
2106 alternative :class:`SafeConfigParser`. In addition there are a number of
Raymond Hettingerc8a16862011-01-18 09:01:34 +00002107 smaller incompatibilities:
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002108
Raymond Hettingerd73be672010-12-18 10:48:26 +00002109 * The interpolation syntax is now validated on
2110 :meth:`~configparser.ConfigParser.get` and
2111 :meth:`~configparser.ConfigParser.set` operations. In the default
2112 interpolation scheme, only two tokens with percent signs are valid: ``%(name)s``
2113 and ``%%``, the latter being an escaped percent sign.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002114
Raymond Hettingerd73be672010-12-18 10:48:26 +00002115 * The :meth:`~configparser.ConfigParser.set` and
2116 :meth:`~configparser.ConfigParser.add_section` methods now verify that
2117 values are actual strings. Formerly, unsupported types could be introduced
2118 unintentionally.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002119
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002120 * Duplicate sections or options from a single source now raise either
Raymond Hettingerd73be672010-12-18 10:48:26 +00002121 :exc:`~configparser.DuplicateSectionError` or
2122 :exc:`~configparser.DuplicateOptionError`. Formerly, duplicates would
2123 silently overwrite a previous entry.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002124
Raymond Hettingerd73be672010-12-18 10:48:26 +00002125 * Inline comments are now disabled by default so now the **;** character
2126 can be safely used in values.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002127
Raymond Hettingerd73be672010-12-18 10:48:26 +00002128 * Comments now can be indented. Consequently, for **;** or **#** to appear at
2129 the start of a line in multiline values, it has to be interpolated. This
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002130 keeps comment prefix characters in values from being mistaken as comments.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002131
Raymond Hettingerd73be672010-12-18 10:48:26 +00002132 * ``""`` is now a valid value and is no longer automatically converted to an
2133 empty string. For empty strings, use ``"option ="`` in a line.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002134
Antoine Pitroucd889af2010-10-06 21:13:56 +00002135* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
2136 are often incompatible with the 3.1 APIs.
2137
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002138* :class:`bytearray` objects can no longer be used as filenames; instead,
2139 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00002140
Raymond Hettinger50307b62011-01-24 01:18:30 +00002141* The :meth:`array.tostring' and :meth:`array.fromstring` have been renamed to
2142 :meth:`array.tobytes` and :meth:`array.frombytes` for clarity. The old names
2143 have been deprecated. (See :issue:`8990`.)
2144
Raymond Hettinger51e21072011-01-10 23:38:15 +00002145* ``PyArg_Parse*()`` functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00002146
Victor Stinner25e8ec42010-06-25 00:02:38 +00002147 * "t#" format has been removed: use "s#" or "s*" instead
2148 * "w" and "w#" formats has been removed: use "w*" instead
2149
Georg Brandl60203b42010-10-06 10:11:56 +00002150* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
2151 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00002152 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00002153 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00002154
Raymond Hettingere0a96002010-12-15 17:54:13 +00002155* The :func:`sys.setfilesystemencoding` function was removed because
2156 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00002157
Raymond Hettingere0a96002010-12-15 17:54:13 +00002158* The :func:`random.seed` function and method now salt string seeds with an
2159 sha512 hash function. To access the previous version of *seed* in order to
2160 reproduce Python 3.1 sequences, set the *version* argument to *1*,
2161 ``random.seed(s, version=1)``.
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002162
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002163* The previously deprecated :func:`string.maketrans` function has been removed
Raymond Hettinger51e21072011-01-10 23:38:15 +00002164 in favor of the static methods :meth:`bytes.maketrans` and
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002165 :meth:`bytearray.maketrans`. This change solves the confusion around which
2166 types were supported by the :mod:`string` module. Now, :class:`str`,
2167 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
2168 **translate** methods with intermediate translation tables of the appropriate
2169 type.
2170
2171 (Contributed by Georg Brandl; :issue:`5675`.)
2172
2173* The previously deprecated :func:`contextlib.nested` function has been removed
2174 in favor of a plain :keyword:`with` statement which can accept multiple
2175 context managers. The latter technique is faster (because it is built-in),
2176 and it does a better job finalizing multiple context managers when one of them
2177 raises an exception::
2178
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002179 with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
2180 for line in infile:
2181 if '<critical>' in line:
2182 outfile.write(line)
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002183
2184 (Contributed by Georg Brandl and Mattias Brändström;
2185 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)
Victor Stinnerda9ec992010-12-28 13:26:42 +00002186
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002187* :func:`struct.pack` now only allows bytes for the ``s`` string pack code.
2188 Formerly, it would accept text arguments and implicitly encode them to bytes
2189 using UTF-8. This was problematic because it made assumptions about the
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002190 correct encoding and because a variable-length encoding can fail when writing
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002191 to fixed length segment of a structure.
Victor Stinnerda9ec992010-12-28 13:26:42 +00002192
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002193 Code such as ``struct.pack('<6sHHBBB', 'GIF87a', x, y)`` should be rewritten
2194 with to use bytes instead of text, ``struct.pack('<6sHHBBB', b'GIF87a', x, y)``.
2195
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002196 (Discovered by David Beazley and fixed by Victor Stinner; :issue:`10783`.)
Raymond Hettingere40808a2011-01-05 23:00:00 +00002197
2198* The :class:`xml.etree.ElementTree` class now raises an
2199 :exc:`xml.etree.ElementTree.ParseError` when a parse fails. Previously it
2200 raised a :exc:`xml.parsers.expat.ExpatError`.
2201
2202* The new, longer :func:`str` value on floats may break doctests which rely on
2203 the old output format.
Antoine Pitroubcba4342011-01-16 18:29:34 +00002204
2205* In :class:`subprocess.Popen`, the default value for *close_fds* is now
2206 ``True`` under Unix; under Windows, it is ``True`` if the three standard
2207 streams are set to ``None``, ``False`` otherwise. Previously, *close_fds*
2208 was always ``False`` by default, which produced difficult to solve bugs
2209 or race conditions when open file descriptors would leak into the child
2210 process.
2211
Antoine Pitrouf7fb7622011-01-16 18:34:09 +00002212* Support for legacy HTTP 0.9 has been removed from :mod:`urllib.request`
2213 and :mod:`http.client`. Such support is still present on the server side
2214 (in :mod:`http.server`).
2215
2216 (Contributed by Antoine Pitrou, :issue:`10711`.)
2217
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00002218* SSL sockets in timeout mode now raise :exc:`socket.timeout` when a timeout
2219 occurs, rather than a generic :exc:`~ssl.SSLError`.
2220
2221 (Contributed by Antoine Pitrou, :issue:`10272`.)
Antoine Pitrouebeb9032011-01-16 18:45:17 +00002222
2223* The misleading functions :c:func:`PyEval_AcquireLock()` and
2224 :c:func:`PyEval_ReleaseLock()` have been officially deprecated. The
2225 thread-state aware APIs (such as :c:func:`PyEval_SaveThread()`
2226 and :c:func:`PyEval_RestoreThread()`) should be used instead.
Raymond Hettinger50307b62011-01-24 01:18:30 +00002227
2228* Due to security risks, :func:`asyncore.handle_accept` has been deprecated, and
2229 a new functions, :func:`asyncore.handle_accepted` was added to replace it.
2230
2231 (Contributed by Giampaolo Rodola in :issue:`6706`.)