blob: de77ee3c34f5bd11eed64cc403393cf04e4bb245 [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
330 reflect the new naming convention and target directory.
331
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000332* The :mod:`importlib.abc` module has been updated with new :term:`abstract base
Raymond Hettinger66352d22011-01-17 22:33:11 +0000333 classes <abstract base class>` for the loading bytecode files. The obsolete
334 ABCs, :class:`~importlib.abc.PyLoader` and
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000335 :class:`~importlib.abc.PyPycLoader`, have been deprecated (instructions on how
Raymond Hettinger66352d22011-01-17 22:33:11 +0000336 to stay Python 3.1 compatible are included with the documentation).
Brett Cannon83a682d2011-01-16 21:02:09 +0000337
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000338.. seealso::
339
340 :pep:`3147` - PYC Repository Directories
341 PEP written by Barry Warsaw.
342
Georg Brandlda0a2112010-09-05 11:28:33 +0000343
Georg Brandl3ad46752010-12-05 07:59:29 +0000344PEP 3149: ABI Version Tagged .so Files
345======================================
Georg Brandlf11c6c42010-09-03 22:20:58 +0000346
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000347The PYC repository directory allows multiple bytecode cache files to be
348co-located. This PEP implements a similar mechanism for shared object files by
349giving them a common directory and distinct names for each version.
Georg Brandlf11c6c42010-09-03 22:20:58 +0000350
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000351The common directory is "pyshared" and the file names are made distinct by
352identifying the Python implementation (such as CPython, PyPy, Jython, etc.), the
353major and minor version numbers, and optional build flags (such as "d" for
Éric Araujo4234ad42010-09-05 17:32:25 +0000354debug, "m" for pymalloc, "u" for wide-unicode). For an arbitrary package "foo",
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000355you may see these files when the distribution package is installed::
356
357 /usr/share/pyshared/foo.cpython-32m.so
358 /usr/share/pyshared/foo.cpython-33md.so
359
360In Python itself, the tags are accessible from functions in the :mod:`sysconfig`
361module::
362
363 >>> import sysconfig
364 >>> sysconfig.get_config_var('SOABI') # find the version tag
365 'cpython-32mu'
366 >>> sysconfig.get_config_var('SO') # find the full filename extension
367 'cpython-32mu.so'
368
369.. seealso::
370
371 :pep:`3149` - ABI Version Tagged .so Files
372 PEP written by Barry Warsaw.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000373
Raymond Hettingerca904be2011-01-18 00:02:40 +0000374
Raymond Hettinger3df46212011-01-06 02:01:26 +0000375PEP 3333: Python Web Server Gateway Interface v1.0.1
376=====================================================
377
378This informational PEP clarifies how bytes/text issues are to be handled by the
379WGSI protocol. The challenge is that string handling in Python 3 is most
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000380conveniently handled with the :class:`str` type even though the HTTP protocol
Raymond Hettinger3df46212011-01-06 02:01:26 +0000381is itself bytes oriented.
382
383The PEP differentiates so-called *native strings* that are used for
384request/response headers and metadata versus *byte strings* which are used for
385the bodies of requests and responses.
386
387The *native strings* are always of type :class:`str` but are restricted to code
Georg Brandl52a43b52011-01-16 09:11:45 +0000388points between *U+0000* through *U+00FF* which are translatable to bytes using
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000389*Latin-1* encoding. These strings are used for the keys and values in the
390environ dictionary and for response headers and statuses in the
391:func:`start_response` function. They must follow :rfc:`2616` with respect to
Raymond Hettinger3df46212011-01-06 02:01:26 +0000392encoding. That is, they must either be *ISO-8859-1* characters or use
393:rfc:`2047` MIME encoding.
394
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000395For developers porting WSGI applications from Python 2, here are the salient
396points:
397
398* If the app already used strings for headers in Python 2, no change is needed.
399
400* If instead, the app encoded output headers or decoded input headers, then the
401 headers will need to be re-encoded to Latin-1. For example, an output header
402 encoded in utf-8 was using ``h.encode('utf-8')`` now needs to convert from
403 bytes to native strings using ``h.encode('utf-8').decode('latin-1')``.
404
405* Values yielded by an application or sent using the :meth:`write` method
Raymond Hettinger51e21072011-01-10 23:38:15 +0000406 must be byte strings. The :func:`start_response` function and environ
407 must use native strings. The two cannot be mixed.
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000408
409For server implementers writing CGI-to-WSGI pathways or other CGI-style
410protocols, the users must to be able access the environment using native strings
Raymond Hettingerc136b042011-01-18 07:15:39 +0000411even though the underlying platform may have a different convention. To bridge
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000412this gap, the :mod:`wsgiref` module has a new function,
413:func:`wsgiref.handlers.read_environ` for transcoding CGI variables from
414:attr:`os.environ` into native strings and returning a new dictionary.
Raymond Hettinger3df46212011-01-06 02:01:26 +0000415
416.. seealso::
417
418 :pep:`3333` - Python Web Server Gateway Interface v1.0.1
419 PEP written by Phillip Eby.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000420
Raymond Hettingerca904be2011-01-18 00:02:40 +0000421
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000422Other Language Changes
423======================
424
425Some smaller changes made to the core Python language are:
426
Raymond Hettingere5e1a982010-12-05 08:35:21 +0000427* String formatting for :func:`format` and :meth:`str.format` gained new
428 capabilities for the format character **#**. Previously, for integers in
429 binary, octal, or hexadecimal, it caused the output to be prefixed with '0b',
430 '0o', or '0x' respectively. Now it can also handle floats, complex, and
431 Decimal, causing the output to always have a decimal point even when no digits
432 follow it.
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000433
434 >>> format(20, '#o')
435 '0o24'
436 >>> format(12.34, '#5.0f')
437 ' 12.'
438
439 (Suggested by Mark Dickinson and implemented by Eric Smith in :issue:`7094`.)
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000440
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000441* The interpreter can now be started with a quiet option, ``-q``, to suppress
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000442 the copyright and version information from being displayed in the interactive
443 mode. The option can be introspected using the :attr:`sys.flags` attribute::
Raymond Hettinger7d967712011-01-05 20:24:08 +0000444
445 $ python -q
446 >>> sys.flags
447 sys.flags(debug=0, division_warning=0, inspect=0, interactive=0,
448 optimize=0, dont_write_bytecode=0, no_user_site=0, no_site=0,
449 ignore_environment=0, verbose=0, bytes_warning=0, quiet=1)
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000450
Raymond Hettinger51e21072011-01-10 23:38:15 +0000451 (Contributed by Marcin Wojdyr in :issue:`1772833`).
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000452
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000453* The :func:`hasattr` function works by calling :func:`getattr` and detecting
454 whether an exception is raised. This technique allows it to detect methods
455 created dynamically by :meth:`__getattr__` or :meth:`__getattribute__` which
Raymond Hettinger90a4b312011-01-06 02:08:30 +0000456 would otherwise be absent from the class dictionary. Formerly, *hasattr*
457 would catch any exception, possibly masking genuine errors. Now, *hasattr*
458 has been tightened to only catch :exc:`AttributeError` and let other
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000459 exceptions pass through::
460
461 >>> class A:
Raymond Hettinger2270d582011-01-20 09:04:39 +0000462 @property
463 def f(self):
464 return 1 // 0
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000465
466 >>> a = A()
467 >>> hasattr(a, 'f')
468 Traceback (most recent call last):
469 ...
470 ZeroDivisionError: integer division or modulo by zero
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000471
Raymond Hettingera55ffbc2010-12-15 18:31:57 +0000472 (Discovered by Yury Selivanov and fixed by Benjamin Peterson; :issue:`9666`.)
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000473
Éric Araujo4234ad42010-09-05 17:32:25 +0000474* The :func:`str` of a float or complex number is now the same as its
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000475 :func:`repr`. Previously, the :func:`str` form was shorter but that just
Éric Araujo4234ad42010-09-05 17:32:25 +0000476 caused confusion and is no longer needed now that the shortest possible
Georg Brandlda0a2112010-09-05 11:28:33 +0000477 :func:`repr` is displayed by default:
Raymond Hettingerbb734c62010-09-05 05:56:44 +0000478
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000479 >>> repr(math.pi)
480 '3.141592653589793'
481 >>> str(math.pi)
482 '3.141592653589793'
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000483
Georg Brandlda0a2112010-09-05 11:28:33 +0000484 (Proposed and implemented by Mark Dickinson; :issue:`9337`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000485
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000486* :class:`memoryview` objects now have a :meth:`~memoryview.release()` method
487 and they also now support the context manager protocol. This allows timely
488 release of any resources that were acquired when requesting a buffer from the
489 original object.
Antoine Pitroud3052002010-09-15 15:09:40 +0000490
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000491 >>> with memoryview(b'abcdefgh') as v:
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000492 print(v.tolist())
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000493 [97, 98, 99, 100, 101, 102, 103, 104]
494
Antoine Pitroud3052002010-09-15 15:09:40 +0000495 (Added by Antoine Pitrou; :issue:`9757`.)
496
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000497* Previously it was illegal to delete a name from the local namespace if it
498 occurs as a free variable in a nested block::
499
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000500 def outer(x):
501 def inner():
502 return x
503 inner()
504 del x
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000505
506 This is now allowed. Remember that the target of an :keyword:`except` clause
507 is cleared, so this code which used to work with Python 2.6, raised a
508 :exc:`SyntaxError` with Python 3.1 and now works again::
509
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000510 def f():
511 def print_error():
512 print(e)
513 try:
514 something
515 except Exception as e:
516 print_error()
517 # implicit "del e" here
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000518
519 (See :issue:`4617`.)
520
Raymond Hettinger480ed782010-12-15 22:07:15 +0000521* The internal :c:type:`structsequence` tool now creates subclasses of tuple.
Raymond Hettinger51e21072011-01-10 23:38:15 +0000522 This means that C structures like those returned by :func:`os.stat`,
Raymond Hettingera275c982011-01-20 04:03:19 +0000523 :func:`time.gmtime`, and :attr:`sys.version_info` now work like a
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000524 :term:`named tuple` and now work with functions and methods that
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000525 expect a tuple as an argument. This is a big step forward in making the C
Raymond Hettingera275c982011-01-20 04:03:19 +0000526 structures as flexible as their pure Python counterparts:
527
528 >>> isinstance(sys.version_info, tuple)
529 True
530 >>> 'Version %d.%d.%d %s(%d)' % sys.version_info
531 'Version 3.2.0 final(0)'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000532
533 (Suggested by Arfrever Frehtes Taifersar Arahesis and implemented
534 by Benjamin Peterson in :issue:`8413`.)
535
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000536* Warnings are now easier to control using the :envvar:`PYTHONWARNINGS`
Raymond Hettingera275c982011-01-20 04:03:19 +0000537 environment variable as an alternative to using ``-W`` at the command line::
538
539 $ export PYTHONWARNINGS='ignore::RuntimeWarning::,once::UnicodeWarning::'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000540
541 (Suggested by Barry Warsaw and implemented by Philip Jenvey in :issue:`7301`.)
542
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000543* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000544 emitted when potential issues with resource consumption or cleanup
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000545 are detected. It is silenced by default in normal release builds but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000546 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000547 module, or on the command line.
548
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000549 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000550 :data:`gc.garbage` list isn't empty. This is meant to make the programmer
551 aware that their code contains object finalization issues.
552
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000553 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000554 without having been explicitly closed. While the deallocator for such
555 object ensures it closes the underlying operating system resource
556 (usually, a file descriptor), the delay in deallocating the object could
557 produce various issues, especially under Windows. Here is an example
558 of enabling the warning from the command line::
559
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000560 $ python -q -Wdefault
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000561 >>> f = open("foo", "wb")
562 >>> del f
563 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000564
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000565 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000566
Raymond Hettingera0266332010-12-07 08:52:41 +0000567* :class:`range` objects now support *index* and *count* methods. This is part
568 of an effort to make more objects fully implement the
569 :class:`collections.Sequence` :term:`abstract base class`. As a result, the
570 language will have a more uniform API. In addition, :class:`range` objects
Raymond Hettingerb9656292011-01-16 18:22:06 +0000571 now support slicing and negative indices, even with values larger than
572 :attr:`sys.maxsize`. This makes *range* more interoperable with lists::
Raymond Hettinger2ffa6712010-12-08 10:18:21 +0000573
574 >>> range(0, 100, 2).count(10)
575 1
576 >>> range(0, 100, 2).index(10)
577 5
578 >>> range(0, 100, 2)[5]
579 10
580 >>> range(0, 100, 2)[0:5]
581 range(0, 10, 2)
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000582
Raymond Hettingerb9656292011-01-16 18:22:06 +0000583 (Contributed by Daniel Stutzbach in :issue:`9213`, by Alexander Belopolsky
584 in :issue:`2690`, and by Nick Coghlan in :issue:`10889`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000585
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000586* The :func:`callable` builtin function from Py2.x was resurrected. It provides
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000587 a concise, readable alternative to using an :term:`abstract base class` in an
Raymond Hettinger792c0762010-12-09 16:41:54 +0000588 expression like ``isinstance(x, collections.Callable)``:
589
590 >>> callable(max)
591 True
592 >>> callable(20)
593 False
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000594
595 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000596
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000597* Python's import mechanism can now load modules installed in directories with
Raymond Hettingera275c982011-01-20 04:03:19 +0000598 non-ASCII characters in the path name:
599
600 >>> import møøse.bites
Raymond Hettinger070ec702010-12-10 17:45:13 +0000601
602 (Required extensive work by Victor Stinner in :issue:`9425`.)
603
604
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000605New, Improved, and Deprecated Modules
606=====================================
607
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000608Python's standard library has undergone significant maintenance efforts and
609quality improvements.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000610
611The biggest news for Python 3.2 is that the :mod:`email` package and
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000612:mod:`nntplib` modules now work correctly with the bytes/text model in Python 3.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000613For the first time, there is correct handling of inputs with mixed encodings.
614
Raymond Hettinger6046e222010-12-16 00:21:08 +0000615Throughout the standard library, there has been more careful attention to
616encodings and text versus bytes issues. In particular, interactions with the
617operating system are now better able to pass non-ASCII data using the Windows
Raymond Hettingerba5512f2011-01-18 08:28:01 +0000618MBCS encoding, locale-aware encodings, or UTF-8.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000619
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000620Another significant win is the addition of substantially better support for
621*SSL* connections and security certificates.
622
Raymond Hettinger51e21072011-01-10 23:38:15 +0000623In addition, more classes now implement a :term:`context manager` to support
Raymond Hettingerc136b042011-01-18 07:15:39 +0000624convenient and reliable resource clean-up using a :keyword:`with` statement.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000625
Raymond Hettinger0358a172010-12-15 19:00:38 +0000626email
627-----
628
629The usability of the :mod:`email` package in Python 3 has been mostly fixed by
630the extensive efforts of R. David Murray. The problem was that emails are
631typically read and stored in the form of :class:`bytes` rather than :class:`str`
632text, and they may contain multiple encodings within a single email. So, the
633email package had to be extended to parse and generate email messages in bytes
634format.
635
636* New functions :func:`~email.message_from_bytes` and
637 :func:`~email.message_from_binary_file`, and new classes
638 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
639 allow binary message data to be parsed into model objects.
640
641* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
642 will by default decode a message body that has a
643 :mailheader:`Content-Transfer-Encoding` of *8bit* using the charset
644 specified in the MIME headers and return the resulting string.
645
646* Given bytes input to the model, :class:`~email.generator.Generator` will
647 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
648 *8bit* to instead have a *7bit* :mailheader:`Content-Transfer-Encoding`.
Raymond Hettingerc08ea612011-01-08 10:32:31 +0000649
Raymond Hettingercf8a3822011-01-11 21:20:20 +0000650 Headers with unencoded non-ASCII bytes are deemed to be :rfc:`2047`\ -encoded
651 using the *unknown-8bit* character set.
Raymond Hettinger0358a172010-12-15 19:00:38 +0000652
653* A new class :class:`~email.generator.BytesGenerator` produces bytes as output,
654 preserving any unchanged non-ASCII data that was present in the input used to
655 build the model, including message bodies with a
656 :mailheader:`Content-Transfer-Encoding` of *8bit*.
657
658* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
659 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
660 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
661 :class:`~email.message.Message` object and can optionally obtain the
662 *from_addr* and *to_addrs* addresses directly from the object.
663
Raymond Hettinger0358a172010-12-15 19:00:38 +0000664(Proposed and implemented by R. David Murray, :issue:`4661` and :issue:`10321`.)
665
Raymond Hettinger6046e222010-12-16 00:21:08 +0000666elementtree
667-----------
668
Georg Brandl5d53fdd2010-12-18 11:58:12 +0000669The :mod:`xml.etree.ElementTree` package and its :mod:`xml.etree.cElementTree`
Raymond Hettinger6046e222010-12-16 00:21:08 +0000670counterpart have been updated to version 1.3.
671
672Several new and useful functions and methods have been added:
673
674* :func:`xml.etree.ElementTree.fromstringlist` which builds an XML document
675 from a sequence of fragments
676* :func:`xml.etree.ElementTree.register_namespace` for registering a global
677 namespace prefix
678* :func:`xml.etree.ElementTree.tostringlist` for string representation
679 including all sublists
680* :meth:`xml.etree.ElementTree.Element.extend` for appending a sequence of zero
681 or more elements
682* :meth:`xml.etree.ElementTree.Element.iterfind` searches an element and
683 subelements
684* :meth:`xml.etree.ElementTree.Element.itertext` creates a text iterator over
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000685 an element and its subelements
Raymond Hettinger6046e222010-12-16 00:21:08 +0000686* :meth:`xml.etree.ElementTree.TreeBuilder.end` closes the current element
687* :meth:`xml.etree.ElementTree.TreeBuilder.doctype` handles a doctype
688 declaration
689
690Two methods have been deprecated:
691
692* :meth:`xml.etree.ElementTree.getchildren` use ``list(elem)`` instead.
693* :meth:`xml.etree.ElementTree.getiterator` use ``Element.iter`` instead.
694
695For details of the update, see `Introducing ElementTree
696<http://effbot.org/zone/elementtree-13-intro.htm>`_ on Fredrik Lundh's website.
697
Antoine Pitrou12de8ac2010-12-16 13:33:56 +0000698(Contributed by Florent Xicluna and Fredrik Lundh, :issue:`6472`.)
Raymond Hettinger0358a172010-12-15 19:00:38 +0000699
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000700functools
701---------
702
Éric Araujo4234ad42010-09-05 17:32:25 +0000703* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000704 calls. :func:`functools.lru_cache` can save repeated queries to an external
705 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000706
Raymond Hettinger86f96132010-08-06 23:23:49 +0000707 For example, adding a caching decorator to a database query function can save
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000708 database accesses for popular searches:
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000709
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000710 >>> @functools.lru_cache(maxsize=300)
711 >>> def get_phone_number(name):
712 c = conn.cursor()
713 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
714 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000715
Georg Brandlda0a2112010-09-05 11:28:33 +0000716 >>> for name in user_requests:
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000717 get_phone_number(name) # cached lookup
Raymond Hettinger7496b412010-11-30 19:15:45 +0000718
719 To help with choosing an effective cache size, the wrapped function is
720 instrumented for tracking cache statistics:
721
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000722 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000723 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000724
Raymond Hettingerf3098282010-08-15 03:30:45 +0000725 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000726 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000727
Georg Brandlda0a2112010-09-05 11:28:33 +0000728 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000729
Raymond Hettinger6e353942010-12-04 23:42:12 +0000730 (Contributed by Raymond Hettinger and incorporating design ideas from
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000731 Jim Baker, Miki Tebeka, and Nick Coghlan.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000732
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000733* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
734 pointing to the original callable function. This allows wrapped functions to
735 be introspected. It also copies :attr:`__annotations__` if defined. And now
736 it also gracefully skips over missing attributes such as :attr:`__doc__` which
Raymond Hettinger5eb63902010-12-09 23:43:34 +0000737 might not be defined for the wrapped callable.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000738
739 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
740 :issue:`8814`.)
741
Raymond Hettinger6046e222010-12-16 00:21:08 +0000742* To help write classes with rich comparison methods, a new decorator
743 :func:`functools.total_ordering` will use a existing equality and inequality
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000744 methods to fill in the remaining methods.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000745
746 For example, supplying *__eq__* and *__lt__* will enable
747 :func:`~functools.total_ordering` to fill-in *__le__*, *__gt__* and *__ge__*::
748
749 @total_ordering
750 class Student:
751 def __eq__(self, other):
752 return ((self.lastname.lower(), self.firstname.lower()) ==
753 (other.lastname.lower(), other.firstname.lower()))
754 def __lt__(self, other):
755 return ((self.lastname.lower(), self.firstname.lower()) <
756 (other.lastname.lower(), other.firstname.lower()))
757
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000758 With the *total_ordering* decorator, the remaining comparison methods
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000759 are filled in automatically.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000760
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000761 (Contributed by Raymond Hettinger.)
Raymond Hettingerf35a34c2010-12-22 09:11:54 +0000762
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000763* To aid in porting programs from Python 2, the :func:`functools.cmp_to_key`
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000764 function converts an old-style comparison function to
Raymond Hettinger6046e222010-12-16 00:21:08 +0000765 modern :term:`key function`:
766
767 >>> # locale-aware sort order
768 >>> sorted(iterable, key=cmp_to_key(locale.strcoll))
769
770 For sorting examples and a brief sorting tutorial, see the `Sorting HowTo
771 <http://wiki.python.org/moin/HowTo/Sorting/>`_ tutorial.
772
773 (Contributed by Raymond Hettinger.)
774
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000775itertools
776---------
777
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000778* The :mod:`itertools` module has a new :func:`~itertools.accumulate` function
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000779 modeled on APL's *scan* operator and Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000780
781 >>> list(accumulate(8, 2, 50))
782 [8, 10, 60]
783
784 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
785 >>> list(accumulate(prob_dist)) # cumulative probability distribution
786 [0.1, 0.5, 0.7, 1.0]
787
788 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
789 the random module <random-examples>`.
790
791 (Contributed by Raymond Hettinger and incorporating design suggestions
792 from Mark Dickinson.)
793
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000794collections
795-----------
796
Raymond Hettinger792c0762010-12-09 16:41:54 +0000797* The :class:`collections.Counter` class now has two forms of in-place
798 subtraction, the existing *-=* operator for `saturating subtraction
799 <http://en.wikipedia.org/wiki/Saturation_arithmetic>`_ and the new
800 :meth:`~collections.Counter.subtract` method for regular subtraction. The
801 former is suitable for `multisets <http://en.wikipedia.org/wiki/Multiset>`_
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000802 which only have positive counts, and the latter is more suitable for use cases
Raymond Hettinger792c0762010-12-09 16:41:54 +0000803 that allow negative counts:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000804
Raymond Hettinger792c0762010-12-09 16:41:54 +0000805 >>> tally = Counter(dogs=5, cat=3)
806 >>> tally -= Counter(dogs=2, cats=8) # saturating subtraction
807 >>> tally
808 Counter({'dogs': 3})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000809
Raymond Hettinger792c0762010-12-09 16:41:54 +0000810 >>> tally = Counter(dogs=5, cats=3)
811 >>> tally.subtract(dogs=2, cats=8) # regular subtraction
812 >>> tally
813 Counter({'dogs': 3, 'cats': -5})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000814
Raymond Hettinger792c0762010-12-09 16:41:54 +0000815 (Contributed by Raymond Hettinger.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000816
Raymond Hettingere0a96002010-12-15 17:54:13 +0000817* The :class:`collections.OrderedDict` class has a new method
818 :meth:`~collections.OrderedDict.move_to_end` which takes an existing key and
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000819 moves it to either the first or last position in the ordered sequence.
820
821 The default is to move an item to the last position. This is equivalent of
822 renewing an entry with ``od[k] = od.pop(k)``.
823
824 A fast move-to-end operation is useful for resequencing entries. For example,
Raymond Hettinger00db6aa2011-01-20 09:47:04 +0000825 an ordered dictionary can be used to track order of access by aging entries
826 from the oldest to the most recently accessed.
Raymond Hettingere0a96002010-12-15 17:54:13 +0000827
828 >>> d = OrderedDict.fromkeys(['a', 'b', 'X', 'd', 'e'])
829 >>> list(d)
830 ['a', 'b', 'X', 'd', 'e']
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000831 >>> d.move_to_end('X')
Raymond Hettingere0a96002010-12-15 17:54:13 +0000832 >>> list(d)
833 ['a', 'b', 'd', 'e', 'X']
Raymond Hettingere0a96002010-12-15 17:54:13 +0000834
Raymond Hettinger6046e222010-12-16 00:21:08 +0000835 (Contributed by Raymond Hettinger.)
836
Raymond Hettinger7ec790d2011-01-18 00:19:30 +0000837* The :class:`collections.deque` class grew two new methods
838 :meth:`~collections.deque.count` and :meth:`~collections.deque.reverse` that
839 make them more substitutable for :class:`list` objects:
Raymond Hettinger6046e222010-12-16 00:21:08 +0000840
841 >>> d = deque('simsalabim')
842 >>> d.count('s')
843 2
844 >>> d.reverse()
845 >>> d
846 deque(['m', 'i', 'b', 'a', 'l', 'a', 's', 'm', 'i', 's'])
847
848 (Contributed by Raymond Hettinger.)
849
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000850threading
851---------
852
853The :mod:`threading` module has a new :class:`~threading.Barrier`
854synchronization class for making multiple threads wait until all of them have
855reached a common barrier point. Barriers are useful for making sure that a task
856with multiple preconditions does not run until all of the predecessor tasks are
857complete.
858
859Barriers can work with an arbitrary number of threads. This is a generalization
860of a `Rendezvous <http://en.wikipedia.org/wiki/Synchronous_rendezvous>`_ which
861is defined for only two threads.
862
Raymond Hettinger15b47c52011-01-17 21:05:07 +0000863Implemented as a two-phase cyclic barrier, :class:`~threading.Barrier` objects
864are suitable for use in loops. The separate *filling* and *draining* phases
Raymond Hettingere0f1f322011-01-18 21:14:27 +0000865assure that all threads get released (drained) before any one of them can loop
866back and re-enter the barrier. The barrier fully resets after each cycle.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000867
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000868Example of using barriers::
869
870 def get_votes(site):
871 ballots = conduct_election(site)
872 all_polls_closed.wait() # do not count until all polls are closed
Raymond Hettinger97673652011-01-11 21:13:26 +0000873 totals = summarize(ballots)
874 publish(site, totals)
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000875
876 all_polls_closed = Barrier(len(sites))
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000877 for site in sites:
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000878 Thread(target=get_votes, args=(site,)).start()
879
880In this example, the barrier enforces a rule that votes cannot be counted at any
881polling site until all polls are closed. Notice how a solution with a barrier
882is similar to one with :meth:`threading.Thread.join`, but the threads stay alive
883and continue to do work (summarizing ballots) after the barrier point is
884crossed.
885
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000886If any of the predecessor tasks can hang or be delayed, a barrier can be created
887with an optional *timeout* parameter. Then if the timeout period elapses before
888all the predecessor tasks reach the barrier point, all waiting threads are
889released and a :exc:`~threading.BrokenBarrierError` exception is raised::
890
891 def get_votes(site):
892 ballots = conduct_election(site)
893 try:
894 all_polls_closed.wait(timeout = midnight - time.now())
David Malcolm49348642011-01-18 23:45:53 +0000895 except BrokenBarrierError:
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000896 lockbox = seal_ballots(ballots)
897 queue.put(lockbox)
898 else:
899 totals = summarize(ballots)
900 publish(site, totals)
901
902In this example, the barrier enforces a more robust rule. If some election
903sites do not finish before midnight, the barrier times-out and the ballots are
904sealed and deposited in a queue for later handling.
905
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000906See `Barrier Synchronization Patterns
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000907<http://parlab.eecs.berkeley.edu/wiki/_media/patterns/paraplop_g1_3.pdf>`_ for
908more examples of how barriers can be used in parallel computing. Also, there is
909a simple but thorough explanation of barriers in `The Little Book of Semaphores
910<http://greenteapress.com/semaphores/downey08semaphores.pdf>`_, *section 3.6*.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000911
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000912(Contributed by Kristján Valur Jónsson with an API review by Jeffrey Yasskin in
913:issue:`8777`.)
Raymond Hettinger6655d112011-01-11 08:49:10 +0000914
Raymond Hettinger97673652011-01-11 21:13:26 +0000915datetime and time
916-----------------
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000917
Raymond Hettinger792c0762010-12-09 16:41:54 +0000918* The :mod:`datetime` module has a new type :class:`~datetime.timezone` that
919 implements the :class:`~datetime.tzinfo` interface by returning a fixed UTC
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000920 offset and timezone name. This makes it easier to create timezone-aware
Raymond Hettinger792c0762010-12-09 16:41:54 +0000921 datetime objects:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000922
Raymond Hettinger792c0762010-12-09 16:41:54 +0000923 >>> datetime.now(timezone.utc)
924 datetime.datetime(2010, 12, 8, 21, 4, 2, 923754, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000925
Raymond Hettinger792c0762010-12-09 16:41:54 +0000926 >>> datetime.strptime("01/01/2000 12:00 +0000", "%m/%d/%Y %H:%M %z")
927 datetime.datetime(2000, 1, 1, 12, 0, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000928
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000929* Also, :class:`~datetime.timedelta` objects can now be multiplied by
Raymond Hettinger792c0762010-12-09 16:41:54 +0000930 :class:`float` and divided by :class:`float` and :class:`int` objects.
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000931 And :class:`~datetime.timedelta` objects can now divide one another.
Raymond Hettinger792c0762010-12-09 16:41:54 +0000932
Raymond Hettingerca904be2011-01-18 00:02:40 +0000933* The :meth:`datetime.date.strftime` method is no longer restricted to years
934 after 1900. The new supported year range is from 1000 to 9999 inclusive.
Alexander Belopolsky72572312010-12-08 21:21:56 +0000935
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000936* Whenever a two-digit year is used in a time tuple, the interpretation has been
937 governed by :attr:`time.accept2dyear`. The default is *True* which means that
938 for a two-digit year, the century is guessed according to the POSIX rules
939 governing the ``%y`` strptime format.
Alexander Belopolsky9ee94de2011-01-20 19:51:31 +0000940
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000941 Starting with Py3.2, use of the century guessing heuristic will emit a
942 :exc:`DeprecationWarning`. Instead, it is recommended that
943 :attr:`time.accept2dyear` be set to *False* so that large date ranges
944 can be used without guesswork:
945
946 >>> time.accept2dyear = 1 # guess whether 11 means 11 or 2011
947 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
948 'Fri Jan 1 12:34:56 2011'
949 >>> time.accept2dyear = 0 # use the full range of allowable dates
950 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
951 'Fri Jan 1 12:34:56 11'
952
953 Several functions now have significantly expanded date ranges. When
954 :attr:`time.accept2dyear` is false, the :func:`time.asctime` function will
955 accept any year that fits in a C int, while the :func:`time.mktime` and
956 :func:`time.strftime` functions will accept the full range supported by the
957 corresponding operating system functions.
Alexander Belopolskybd96b062011-01-10 21:55:34 +0000958
Raymond Hettinger97673652011-01-11 21:13:26 +0000959(Contributed by Alexander Belopolsky and Victor Stinner.)
Alexander Belopolskybd96b062011-01-10 21:55:34 +0000960
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000961abc
962---
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000963
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000964The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
965:func:`~abc.abstractstaticmethod`.
Raymond Hettingera5a35542010-12-05 00:39:18 +0000966
Raymond Hettinger7ec790d2011-01-18 00:19:30 +0000967These tools make it possible to define an :term:`abstract base class` that
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000968requires a particular :func:`classmethod` or :func:`staticmethod` to be
Raymond Hettinger7ec790d2011-01-18 00:19:30 +0000969implemented::
970
971 class Temperature(metaclass=ABCMeta):
972 @abc.abstractclassmethod
973 def from_farenheit(self, t):
974 ...
975 @abc.abstractclassmethod
976 def from_celsium(self, t):
977 ...
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000978
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000979(Patch submitted by Daniel Urban; :issue:`5867`.)
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000980
Raymond Hettinger480ed782010-12-15 22:07:15 +0000981contextlib
982----------
983
984There is a new and slightly mind-blowing tool
985:class:`~contextlib.ContextDecorator` that is helpful for creating a
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000986:term:`context manager` that does double duty as a function decorator.
Raymond Hettinger480ed782010-12-15 22:07:15 +0000987
988As a convenience, this new functionality is used by
989:func:`~contextlib.contextmanager` so that no extra effort is needed to support
990both roles.
991
992The basic idea is that both context managers and function decorators can be used
993for pre-action and post-action wrappers. Context managers wrap a group of
Raymond Hettingerc136b042011-01-18 07:15:39 +0000994statements using a :keyword:`with` statement, and function decorators wrap a
Raymond Hettinger480ed782010-12-15 22:07:15 +0000995group of statements enclosed in a function. So, occasionally there is a need to
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000996write a pre-action or post-action wrapper that can be used in either role.
Raymond Hettinger480ed782010-12-15 22:07:15 +0000997
998For example, it is sometimes useful to wrap functions or groups of statements
999with a logger that can track the time of entry and time of exit. Rather than
1000writing both a function decorator and a context manager for the task, the
1001:func:`~contextlib.contextmanager` provides both capabilities in a single
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001002definition::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001003
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001004 import logging
1005 logging.basicConfig(level=logging.INFO)
1006 @contextmanager
1007 def track_entry_and_exit(name):
1008 logging.info('Entering: {}'.format(name))
1009 yield
1010 logging.info('Exiting: {}'.format(name))
Raymond Hettinger480ed782010-12-15 22:07:15 +00001011
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001012Formerly, this would have only been usable as a context manager::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001013
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001014 with track_entry_and_exit('widget loader'):
1015 print('Some time consuming activity goes here')
1016 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001017
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001018Now, it can be used as a decorator as well::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001019
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001020 @track_entry_and_exit('widget loader')
1021 def activity():
1022 print('Some time consuming activity goes here')
1023 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001024
1025Trying to fulfill two roles at once places some limitations on the technique.
1026Context managers normally have the flexibility to return an argument usable by
Raymond Hettingerc136b042011-01-18 07:15:39 +00001027a :keyword:`with` statement, but there is no parallel for function decorators.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001028
Raymond Hettinger9743e4f2010-12-16 02:24:12 +00001029In the above example, there is not a clean way for the *track_entry_and_exit*
Raymond Hettinger388af4b2011-01-06 20:55:29 +00001030context manager to return a logging instance for use in the body of enclosed
1031statements.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001032
1033(Contributed by Michael Foord in :issue:`9110`.)
1034
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001035decimal and fractions
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001036---------------------
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001037
1038Mark Dickinson crafted an elegant and efficient scheme for assuring that
1039different numeric datatypes will have the same hash value whenever their actual
1040values are equal (:issue:`8188`)::
1041
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001042 assert hash(Fraction(3, 2)) == hash(1.5) == \
1043 hash(Decimal("1.5")) == hash(complex(1.5, 0))
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001044
1045An early decision to limit the inter-operability of various numeric types has
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001046been relaxed. It is still unsupported (and ill-advised) to have implicit
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001047mixing in arithmetic expressions such as ``Decimal('1.1') + float('1.1')``
1048because the latter loses information in the process of constructing the binary
1049float. However, since existing floating point value can be converted losslessly
1050to either a decimal or rational representation, it makes sense to add them to
1051the constructor and to support mixed-type comparisons.
1052
Raymond Hettingerbb9686f2010-12-16 00:53:05 +00001053* The :class:`decimal.Decimal` constructor now accepts :class:`float` objects
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001054 directly so there in no longer a need to use the :meth:`~decimal.Decimal.from_float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001055 method (:issue:`8257`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001056
1057* Mixed type comparisons are now fully supported so that
1058 :class:`~decimal.Decimal` objects can be directly compared with :class:`float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001059 and :class:`fractions.Fraction` (:issue:`2531` and :issue:`8188`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001060
1061Similar changes were made to :class:`fractions.Fraction` so that the
1062:meth:`~fractions.Fraction.from_float()` and :meth:`~fractions.Fraction.from_decimal`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001063methods are no longer needed (:issue:`8294`):
1064
1065>>> Decimal(1.1)
1066Decimal('1.100000000000000088817841970012523233890533447265625')
1067>>> Fraction(1.1)
1068Fraction(2476979795053773, 2251799813685248)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001069
1070Another useful change for the :mod:`decimal` module is that the
1071:attr:`Context.clamp` attribute is now public. This is useful in creating
1072contexts that correspond to the decimal interchange formats specified in IEEE
1073754 (see :issue:`8540`).
1074
Raymond Hettinger6046e222010-12-16 00:21:08 +00001075(Contributed by Mark Dickinson and Raymond Hettinger.)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001076
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001077ftp
1078---
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001079
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001080The :class:`ftplib.FTP` class now supports the context manager protocol to
1081unconditionally consume :exc:`socket.error` exceptions and to close the FTP
1082connection when done::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +00001083
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001084 >>> from ftplib import FTP
1085 >>> with FTP("ftp1.at.proftpd.org") as ftp:
1086 ... ftp.login()
1087 ... ftp.dir()
1088 ...
1089 '230 Anonymous login ok, restrictions apply.'
1090 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
1091 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
1092 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
1093 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Georg Brandlda0a2112010-09-05 11:28:33 +00001094
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001095Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
1096also grew auto-closing context managers::
1097
1098 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
1099 for line in f:
1100 process(line)
1101
1102(Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
1103by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +00001104
Antoine Pitroubcba4342011-01-16 18:29:34 +00001105The :class:`~ftplib.FTP_TLS` class now accepts a *context* parameter, which is a
1106:class:`ssl.SSLContext` object allowing bundling SSL configuration options,
Raymond Hettinger4854d142011-01-17 21:29:58 +00001107certificates and private keys into a single (potentially long-lived) structure.
Antoine Pitroubcba4342011-01-16 18:29:34 +00001108
1109(Contributed by Giampaolo Rodolà; :issue:`8806`.)
1110
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001111popen
1112-----
1113
1114The :func:`os.popen` and :func:`subprocess.Popen` functions now support
Raymond Hettingerc136b042011-01-18 07:15:39 +00001115:keyword:`with` statements for auto-closing of the file descriptors.
Georg Brandl3ad46752010-12-05 07:59:29 +00001116
Raymond Hettinger6046e222010-12-16 00:21:08 +00001117gzip and zipfile
1118----------------
Antoine Pitroucd889af2010-10-06 21:13:56 +00001119
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001120:class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
1121:term:`abstract base class` (except for ``truncate()``). It also has a
1122:meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
1123zero-padded file objects.
Raymond Hettingera0266332010-12-07 08:52:41 +00001124
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001125The :mod:`gzip` module also gains the :func:`~gzip.compress` and
1126:func:`~gzip.decompress` functions for easier in-memory compression and
Raymond Hettinger51e21072011-01-10 23:38:15 +00001127decompression. Keep in mind that text needs to be encoded as :class:`bytes`
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001128before compressing and decompressing:
Raymond Hettingera0266332010-12-07 08:52:41 +00001129
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001130>>> s = 'Three shall be the number thou shalt count, '
1131>>> s += 'and the number of the counting shall be three'
1132>>> b = s.encode() # convert to utf-8
1133>>> len(b)
113489
1135>>> c = gzip.compress(b)
1136>>> len(c)
113777
1138>>> gzip.decompress(c).decode()[:42] # decompress and convert to text
1139'Three shall be the number thou shalt count,'
Antoine Pitroucd889af2010-10-06 21:13:56 +00001140
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001141(Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
1142Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
1143:issue:`2846`.)
1144
Raymond Hettinger6046e222010-12-16 00:21:08 +00001145Also, the :class:`zipfile.ZipExtFile` class was reworked internally to represent
1146files stored inside an archive. The new implementation is significantly faster
1147and can be wrapped in a :class:`io.BufferedReader` object for more speedups. It
1148also solves an issue where interleaved calls to *read* and *readline* gave the
1149wrong results.
1150
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001151(Patch submitted by Nir Aides in :issue:`7610`.)
Raymond Hettinger6046e222010-12-16 00:21:08 +00001152
Raymond Hettinger2270d582011-01-20 09:04:39 +00001153os
1154--
1155
1156Different operating systems use various encodings for filenames and environment
1157variables. The :mod:`os` module provides two new functions,
1158:func:`~os.fsencode` and :func:`~os.fsdecode`, for encoding and decoding
1159filenames:
1160
1161>>> filename = 'словарь'
1162>>> os.fsencode(filename)
1163b'\xd1\x81\xd0\xbb\xd0\xbe\xd0\xb2\xd0\xb0\xd1\x80\xd1\x8c'
1164>>> open(os.fsencode(filename))
1165
1166Some operating systems allow direct access to the unencoded bytes in the
1167environment. If so, the :attr:`os.supports_bytes_environ` constant will be
1168true.
1169
1170For direct access to unencoded environment variables (if available),
1171use the new :func:`os.getenvb` function or use :data:`os.environb`
1172which is a bytes version of :data:`os.environ`.
1173
1174
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001175shutil
1176------
1177
1178The :func:`shutil.copytree` function has two new options:
Antoine Pitroud67075e2010-07-31 22:48:02 +00001179
Antoine Pitrou121a0552011-01-16 18:16:52 +00001180* *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
Raymond Hettingerc136b042011-01-18 07:15:39 +00001181 copies a file pointed to by a symlink, not the symlink itself. This option
1182 will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001183
Antoine Pitrou121a0552011-01-16 18:16:52 +00001184* *copy_function*: is a callable that will be used to copy files.
1185 :func:`shutil.copy2` is used by default.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001186
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001187(Contributed by Tarek Ziadé.)
Antoine Pitroud67075e2010-07-31 22:48:02 +00001188
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001189sqlite3
1190-------
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001191
Raymond Hettinger6046e222010-12-16 00:21:08 +00001192The :mod:`sqlite3` module was updated to version 2.6.0. It has two new capabilities.
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001193
Raymond Hettinger0358a172010-12-15 19:00:38 +00001194* The :attr:`sqlite3.Connection.in_transit` attribute is true if there is an
1195 active transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001196
Raymond Hettinger0358a172010-12-15 19:00:38 +00001197* The :meth:`sqlite3.Connection.enable_load_extension` and
1198 :meth:`sqlite3.Connection.load_extension` methods allows you to load SQLite
1199 extensions from ".so" files. One well-known extension is the fulltext-search
1200 extension distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001201
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001202(Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
1203
1204socket
1205------
1206
1207The :mod:`socket` module has two new improvements.
1208
1209* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
1210 the socket into closed state without actually closing the underlying file
1211 descriptor. The latter can then be reused for other purposes.
1212 (Added by Antoine Pitrou; :issue:`8524`.)
1213
1214* :func:`socket.create_connection` now supports the context manager protocol
1215 to unconditionally consume :exc:`socket.error` exceptions and to close the
1216 socket when done.
1217 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
1218
1219ssl
1220---
Antoine Pitroud67075e2010-07-31 22:48:02 +00001221
Raymond Hettinger4854d142011-01-17 21:29:58 +00001222The :mod:`ssl` module added a number of features to satisfy common requirements
1223for secure (encrypted, authenticated) internet connections:
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001224
Raymond Hettinger4854d142011-01-17 21:29:58 +00001225* A new class, :class:`~ssl.SSLContext`, serves as a container for persistent
1226 SSL data, such as protocol settings, certificates, private keys, and various
1227 other options. It includes a :meth:`~ssl.SSLContext.wrap_socket` for creating
1228 an SSL socket from an SSL context.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001229
Raymond Hettinger4854d142011-01-17 21:29:58 +00001230* A new function, :func:`ssl.match_hostname`, supports server identity
1231 verification for higher-level protocols by implementing the rules of HTTPS
1232 (from :rfc:`2818`) which are also suitable for other protocols.
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +00001233
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001234* The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
Raymond Hettinger4854d142011-01-17 21:29:58 +00001235 argument. The *ciphers* string lists the allowed encryption algorithms using
1236 the format described in the `OpenSSL documentation
1237 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001238
Raymond Hettinger4854d142011-01-17 21:29:58 +00001239* When linked against recent versions of OpenSSL, the :mod:`ssl` module now
1240 supports the Server Name Indication extension to the TLS protocol, allowing
1241 multiple "virtual hosts" using different certificates on a single IP port.
1242 This extension is only supported in client mode, and is activated by passing
1243 the *server_hostname* argument to :meth:`ssl.SSLContext.wrap_socket`.
Antoine Pitrou7d15a722010-11-05 22:13:55 +00001244
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001245* Various options have been added to the :mod:`ssl` module, such as
Raymond Hettinger4854d142011-01-17 21:29:58 +00001246 :data:`~ssl.OP_NO_SSLv2` which disables the insecure and obsolete SSLv2
1247 protocol.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001248
Raymond Hettinger4854d142011-01-17 21:29:58 +00001249* The extension now loads all the OpenSSL ciphers and digest algorithms. If
1250 some SSL certificates cannot be verified, they are reported as an "unknown
1251 algorithm" error.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001252
Raymond Hettinger4854d142011-01-17 21:29:58 +00001253* The version of OpenSSL being used is now accessible using the module
1254 attributes :data:`ssl.OPENSSL_VERSION` (a string),
1255 :data:`ssl.OPENSSL_VERSION_INFO` (a 5-tuple), and
1256 :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer).
1257
1258(Contributed by Antoine Pitrou in :issue:`8850`, :issue:`1589`, :issue:`8322`,
1259:issue:`5639`, :issue:`4870`, :issue:`8484`, and :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001260
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001261nntp
1262----
Raymond Hettinger070ec702010-12-10 17:45:13 +00001263
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001264The :mod:`nntplib` module has a revamped implementation with better bytes and
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001265text semantics as well as more practical APIs. These improvements break
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001266compatibility with the nntplib version in Python 3.1, which was partly
1267dysfunctional in itself.
Raymond Hettinger070ec702010-12-10 17:45:13 +00001268
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001269Support for secure connections through both implicit (using
1270:class:`nntplib.NNTP_SSL`) and explicit (using :meth:`nntplib.NNTP.starttls`)
1271TLS has also been added.
1272
1273(Contributed by Antoine Pitrou in :issue:`9360` and Andrew Vant in :issue:`1926`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001274
1275certificates
1276------------
1277
1278:class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
1279and :func:`urllib.request.urlopen` now take optional arguments to allow for
1280server certificate checking against a set of Certificate Authorities,
1281as recommended in public uses of HTTPS.
1282
1283(Added by Antoine Pitrou, :issue:`9003`.)
1284
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00001285imaplib
1286-------
1287
1288Support for explicit TLS on standard IMAP4 connections has been added through
1289the new :mod:`imaplib.IMAP4.starttls` method.
1290
1291(Contributed by Lorenzo M. Catucci and Antoine Pitrou, :issue:`4471`.)
1292
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001293unittest
1294--------
Antoine Pitrouafb078d2010-11-05 22:18:28 +00001295
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001296The unittest module has a number of improvements supporting test discovery for
1297packages, easier experimentation at the interactive prompt, new testcase
1298methods, improved diagnostic messages for test failures, and better method
1299names.
1300
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001301* The command-line call ``python -m unittest`` can now accept file paths
Raymond Hettingera0266332010-12-07 08:52:41 +00001302 instead of module names for running specific tests (:issue:`10620`). The new
1303 test discovery can find tests within packages, locating any test importable
Raymond Hettingerc136b042011-01-18 07:15:39 +00001304 from the top-level directory. The top-level directory can be specified with
Raymond Hettingera0266332010-12-07 08:52:41 +00001305 the `-t` option, a pattern for matching files with ``-p``, and a directory to
1306 start discovery with ``-s``::
1307
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001308 $ python -m unittest discover -s my_proj_dir -p _test.py
Raymond Hettingera0266332010-12-07 08:52:41 +00001309
1310 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001311
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001312* Experimentation at the interactive prompt is now easier because the
1313 :class:`unittest.case.TestCase` class can now be instantiated without
1314 arguments:
1315
1316 >>> TestCase().assertEqual(pow(2, 3), 8)
1317
1318 (Contributed by Michael Foord.)
1319
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001320* The :mod:`unittest` module has two new methods,
1321 :meth:`~unittest.TestCase.assertWarns` and
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001322 :meth:`~unittest.TestCase.assertWarnsRegex` to verify that a given warning type
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001323 is triggered by the code under test::
Antoine Pitroud3052002010-09-15 15:09:40 +00001324
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001325 with self.assertWarns(DeprecationWarning):
1326 legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001327
Antoine Pitroueec6dbf2011-01-16 18:21:12 +00001328 (Contributed by Antoine Pitrou, :issue:`9754`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001329
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001330 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001331 compare two iterables to determine if their element counts are equal (whether
1332 the same elements are present with the same number of occurrences regardless
1333 of order)::
Raymond Hettingera0266332010-12-07 08:52:41 +00001334
1335 def test_anagram(self):
1336 self.assertCountEqual('algorithm', 'logarithm')
1337
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001338 (Contributed by Raymond Hettinger.)
1339
1340* A principal feature of the unittest module is an effort to produce meaningful
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001341 diagnostics when a test fails. When possible, the failure is recorded along
Raymond Hettingera0266332010-12-07 08:52:41 +00001342 with a diff of the output. This is especially helpful for analyzing log files
1343 of failed test runs. However, since diffs can sometime be voluminous, there is
1344 a new :attr:`~unittest.TestCase.maxDiff` attribute which sets maximum length of
1345 diffs.
1346
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001347* In addition, the method names in the module have undergone a number of clean-ups.
1348
1349 For example, :meth:`~unittest.TestCase.assertRegex` is the new name for
Raymond Hettingera0266332010-12-07 08:52:41 +00001350 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001351 test uses :func:`re.search`, not :func:`re.match`. Other methods using
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001352 regular expressions are now named using short form "Regex" in preference to
1353 "Regexp" -- this matches the names used in other unittest implementations,
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001354 matches Python's old name for the :mod:`re` module, and it has unambiguous
1355 camel-casing.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001356
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001357 (Contributed by Raymond Hettinger and implemented by Ezio Melotti.)
1358
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001359* To improve consistency, some long-standing method aliases are being
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001360 deprecated in favor of the preferred names:
1361
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001362 =============================== ==============================
1363 Old Name Preferred Name
1364 =============================== ==============================
1365 :meth:`assert_` :meth:`.assertTrue`
1366 :meth:`assertEquals` :meth:`.assertEqual`
1367 :meth:`assertNotEquals` :meth:`.assertNotEqual`
1368 :meth:`assertAlmostEquals` :meth:`.assertAlmostEqual`
1369 :meth:`assertNotAlmostEquals` :meth:`.assertNotAlmostEqual`
1370 =============================== ==============================
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001371
1372 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001373 to be removed in Python 3.3. Also see the :ref:`deprecated-aliases` section in
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001374 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001375
1376 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001377
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001378* The :meth:`~unittest.TestCase.assertDictContainsSubset` method was deprecated
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001379 because it was misimplemented with the arguments in the wrong order. This
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001380 created hard-to-debug optical illusions where tests like
1381 ``TestCase().assertDictContainsSubset({'a':1, 'b':2}, {'a':1})`` would fail.
1382
1383 (Contributed by Raymond Hettinger.)
1384
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001385random
1386------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001387
Raymond Hettinger0358a172010-12-15 19:00:38 +00001388The integer methods in the :mod:`random` module now do a better job of producing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001389uniform distributions. Previously, they computed selections with
1390``int(n*random())`` which had a slight bias whenever *n* was not a power of two.
Raymond Hettingerc136b042011-01-18 07:15:39 +00001391Now, multiple selections are made from a range up to the next power of two and a
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001392selection is kept only when it falls within the range ``0 <= x < n``. The
1393functions and methods affected are :func:`~random.randrange`,
1394:func:`~random.randint`, :func:`~random.choice`, :func:`~random.shuffle` and
1395:func:`~random.sample`.
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001396
1397(Contributed by Raymond Hettinger; :issue:`9025`.)
1398
1399poplib
1400------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001401
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001402* :class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
1403 :class:`ssl.SSLContext` object allowing bundling SSL configuration options,
1404 certificates and private keys into a single (potentially long-lived)
1405 structure.
1406
1407 (Contributed by Giampaolo Rodolà; :issue:`8807`.)
1408
Giampaolo Rodolà977c7072010-10-04 21:08:36 +00001409* :class:`asyncore.dispatcher` now provides a
1410 :meth:`~asyncore.dispatcher.handle_accepted()` method
1411 returning a `(sock, addr)` pair which is called when a connection has actually
1412 been established with a new remote endpoint. This is supposed to be used as a
1413 replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
1414 the user to call :meth:`~asyncore.dispatcher.accept()` directly.
1415
1416 (Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001417
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001418tempfile
1419--------
Raymond Hettingera0266332010-12-07 08:52:41 +00001420
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001421The :mod:`tempfile` module has a new context manager,
1422:class:`~tempfile.TemporaryDirectory` which provides easy deterministic
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001423cleanup of temporary directories::
Nick Coghlan543af752010-10-24 11:23:25 +00001424
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001425 with tempfile.TemporaryDirectory() as tmpdirname:
1426 print('created temporary dir:', tmpdirname)
Nick Coghlan543af752010-10-24 11:23:25 +00001427
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001428(Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001429
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001430inspect
1431-------
1432
Raymond Hettinger0358a172010-12-15 19:00:38 +00001433* The :mod:`inspect` module has a new function
1434 :func:`~inspect.getgeneratorstate` to easily identify the current state of a
Raymond Hettingera275c982011-01-20 04:03:19 +00001435 generator-iterator::
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001436
Raymond Hettingera275c982011-01-20 04:03:19 +00001437 >>> from inspect import getgeneratorstate
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001438 >>> def gen():
Raymond Hettingera275c982011-01-20 04:03:19 +00001439 yield 'demo'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001440 >>> g = gen()
Raymond Hettingera275c982011-01-20 04:03:19 +00001441 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001442 'GEN_CREATED'
1443 >>> next(g)
Raymond Hettingera275c982011-01-20 04:03:19 +00001444 'demo'
1445 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001446 'GEN_SUSPENDED'
Raymond Hettingera275c982011-01-20 04:03:19 +00001447 >>> next(g, None)
1448 >>> getgeneratorstate(g)
1449 'GEN_CLOSED'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001450
1451 (Contributed by Rodolpho Eckhardt and Nick Coghlan, :issue:`10220`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001452
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001453* To support lookups without the possibility of activating a dynamic attribute,
1454 the :mod:`inspect` module has a new function, :func:`~inspect.getattr_static`.
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001455 Unlike :func:`hasattr`, this is a true read-only search, guaranteed not to
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001456 change state while it is searching::
1457
1458 >>> class A:
1459 @property
1460 def f(self):
1461 print('Running')
1462 return 10
1463
1464 >>> a = A()
1465 >>> getattr(a, 'f')
1466 Running
1467 10
1468 >>> inspect.getattr_static(a, 'f')
1469 <property object at 0x1022bd788>
1470
1471 (Contributed by Michael Foord.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001472
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001473pydoc
1474-----
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001475
Raymond Hettinger89c1cd12011-01-19 04:43:45 +00001476The :mod:`pydoc` module now provides a much-improved Web server interface, as
1477well as a new command-line option ``-b`` to automatically open a browser window
1478to display that server::
1479
1480 $ pydoc3.2 -b
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001481
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001482(Contributed by Ron Adam; :issue:`2001`.)
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001483
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001484sysconfig
1485---------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001486
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001487The new :mod:`sysconfig` module makes it straightforward to discover
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001488installation paths and configuration variables which vary across platforms and
1489installations.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001490
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001491The module offers access simple access functions for platform and version
1492information:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001493
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001494* :func:`~sysconfig.get_platform` returning values like *linux-i586* or
1495 *macosx-10.6-ppc*.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001496* :func:`~sysconfig.get_python_version` returns a Python version string
1497 such as "3.2".
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001498
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001499It also provides access to the paths and variables corresponding to one of
1500seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
1501*posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001502
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001503* :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
1504 for the current installation scheme.
1505* :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
1506 variables.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001507
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001508There is also a convenient command-line interface::
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001509
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001510 C:\Python32>python -m sysconfig
1511 Platform: "win32"
1512 Python version: "3.2"
1513 Current installation scheme: "nt"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001514
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001515 Paths:
1516 data = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001517 include = "C:\Python32\Include"
1518 platinclude = "C:\Python32\Include"
1519 platlib = "C:\Python32\Lib\site-packages"
1520 platstdlib = "C:\Python32\Lib"
1521 purelib = "C:\Python32\Lib\site-packages"
1522 scripts = "C:\Python32\Scripts"
1523 stdlib = "C:\Python32\Lib"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001524
1525 Variables:
1526 BINDIR = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001527 BINLIBDEST = "C:\Python32\Lib"
1528 EXE = ".exe"
1529 INCLUDEPY = "C:\Python32\Include"
1530 LIBDEST = "C:\Python32\Lib"
1531 SO = ".pyd"
1532 VERSION = "32"
1533 abiflags = ""
1534 base = "C:\Python32"
1535 exec_prefix = "C:\Python32"
1536 platbase = "C:\Python32"
1537 prefix = "C:\Python32"
1538 projectbase = "C:\Python32"
1539 py_version = "3.2"
1540 py_version_nodot = "32"
1541 py_version_short = "3.2"
1542 srcdir = "C:\Python32"
1543 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001544
1545pdb
1546---
1547
1548The :mod:`pdb` debugger module gained a number of usability improvements:
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001549
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001550* :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
1551 :file:`.pdbrc` script file.
1552* A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
1553 that continue debugging.
1554* The :class:`Pdb` class constructor now accepts a *nosigint* argument.
Raymond Hettinger51e21072011-01-10 23:38:15 +00001555* New commands: ``l(list)``, ``ll(long list)`` and ``source`` for
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001556 listing source code.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001557* New commands: ``display`` and ``undisplay`` for showing or hiding
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001558 the value of an expression if it has changed.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001559* New command: ``interact`` for starting an interactive interpreter containing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001560 the global and local names found in the current scope.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001561* Breakpoints can be cleared by breakpoint number.
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001562
Georg Brandl101234b2010-12-18 11:53:25 +00001563(Contributed by Georg Brandl, Antonio Cuni and Ilya Sandler.)
1564
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001565configparser
1566------------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001567
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001568The :mod:`configparser` module was modified to improve usability and
1569predictability of the default parser and its supported INI syntax. The old
1570:class:`ConfigParser` class was removed in favor of :class:`SafeConfigParser`
Raymond Hettinger04129742010-12-18 10:57:50 +00001571which has in turn been renamed to :class:`~configparser.ConfigParser`. Support
1572for inline comments is now turned off by default and section or option
1573duplicates are not allowed in a single configuration source.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001574
1575Config parsers gained a new API based on the mapping protocol::
1576
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001577 >>> parser = ConfigParser()
1578 >>> parser.read_string("""
1579 [DEFAULT]
1580 location = upper left
1581 visible = yes
1582 editable = no
1583 color = blue
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001584
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001585 [main]
1586 title = Main Menu
1587 color = green
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001588
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001589 [options]
1590 title = Options
1591 """)
1592 >>> parser['main']['color']
1593 'green'
1594 >>> parser['main']['editable']
1595 'no'
1596 >>> section = parser['options']
1597 >>> section['title']
1598 'Options'
1599 >>> section['title'] = 'Options (editable: %(editable)s)'
1600 >>> section['title']
1601 'Options (editable: no)'
1602
1603The new API is implemented on top of the classical API, so custom parser
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001604subclasses should be able to use it without modifications.
1605
1606The INI file structure accepted by config parsers can now be customized. Users
Raymond Hettinger04129742010-12-18 10:57:50 +00001607can specify alternative option/value delimiters and comment prefixes, change the
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001608name of the *DEFAULT* section or switch the interpolation syntax.
1609
Raymond Hettingerba5512f2011-01-18 08:28:01 +00001610There is support for pluggable interpolation including an additional interpolation
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001611handler :class:`~configparser.ExtendedInterpolation`::
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001612
1613 >>> parser = ConfigParser(interpolation=ExtendedInterpolation())
1614 >>> parser.read_dict({'buildout': {'directory': '/home/ambv/zope9'},
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001615 'custom': {'prefix': '/usr/local'}})
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001616 >>> parser.read_string("""
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001617 [buildout]
1618 parts =
1619 zope9
1620 instance
1621 find-links =
1622 ${buildout:directory}/downloads/dist
1623
1624 [zope9]
1625 recipe = plone.recipe.zope9install
1626 location = /opt/zope
1627
1628 [instance]
1629 recipe = plone.recipe.zope9instance
1630 zope9-location = ${zope9:location}
1631 zope-conf = ${custom:prefix}/etc/zope.conf
1632 """)
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001633 >>> parser['buildout']['find-links']
1634 '\n/home/ambv/zope9/downloads/dist'
1635 >>> parser['instance']['zope-conf']
1636 '/usr/local/etc/zope.conf'
1637 >>> instance = parser['instance']
1638 >>> instance['zope-conf']
1639 '/usr/local/etc/zope.conf'
1640 >>> instance['zope9-location']
1641 '/opt/zope'
1642
1643A number of smaller features were also introduced, like support for specifying
Raymond Hettinger04129742010-12-18 10:57:50 +00001644encoding in read operations, specifying fallback values for get-functions, or
1645reading directly from dictionaries and strings.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001646
1647(All changes contributed by Łukasz Langa.)
1648
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001649.. XXX: Mention urllib.parse changes
1650 Issue 9873 (Nick Coghlan):
1651 - ASCII byte sequence support in URL parsing
1652 - named tuple for urldefrag return value
1653 Issue 5468 (Dan Mahn) for urlencode:
1654 - bytes input support
1655 - non-UTF8 percent encoding of non-ASCII characters
1656 Issue 2987 for IPv6 (RFC2732) support in urlparse
Raymond Hettinger3df46212011-01-06 02:01:26 +00001657
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001658
Antoine Pitroud42bc512009-11-10 23:18:31 +00001659Multi-threading
1660===============
1661
Georg Brandlda0a2112010-09-05 11:28:33 +00001662* The mechanism for serializing execution of concurrently running Python threads
Raymond Hettingerba5512f2011-01-18 08:28:01 +00001663 (generally known as the :term:`GIL` or :term:`Global Interpreter Lock`) has
1664 been rewritten. Among the objectives were more predictable switching
1665 intervals and reduced overhead due to lock contention and the number of
1666 ensuing system calls. The notion of a "check interval" to allow thread
1667 switches has been abandoned and replaced by an absolute duration expressed in
1668 seconds. This parameter is tunable through :func:`sys.setswitchinterval()`.
1669 It currently defaults to 5 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +00001670
1671 Additional details about the implementation can be read from a `python-dev
1672 mailing-list message
1673 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +00001674 (however, "priority requests" as exposed in this message have not been kept
1675 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +00001676
Georg Brandl5e73a812010-04-22 07:02:51 +00001677 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +00001678
Georg Brandlda0a2112010-09-05 11:28:33 +00001679* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettingerba5512f2011-01-18 08:28:01 +00001680 :meth:`~threading.Lock.acquire` method. (Contributed by Antoine Pitrou;
1681 :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001682
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001683* Similarly, :meth:`threading.Semaphore.acquire` also gained a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +00001684 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +00001685
Antoine Pitrou810023d2010-12-15 22:59:16 +00001686* Regular and recursive lock acquisitions can now be interrupted by signals on
Raymond Hettingerc136b042011-01-18 07:15:39 +00001687 platforms using Pthreads. This means that Python programs that deadlock while
Antoine Pitrou810023d2010-12-15 22:59:16 +00001688 acquiring locks can be successfully killed by repeatedly sending SIGINT to the
Georg Brandleebb2522010-12-18 12:01:15 +00001689 process (by pressing :kbd:`Ctrl+C` in most shells).
Antoine Pitrou810023d2010-12-15 22:59:16 +00001690 (Contributed by Reid Kleckner; :issue:`8844`.)
1691
Antoine Pitroud42bc512009-11-10 23:18:31 +00001692
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001693Optimizations
1694=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001695
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001696A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001697
Antoine Pitroud3052002010-09-15 15:09:40 +00001698* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001699 being a test for membership in a set of constants. The optimizer recasts the
1700 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
1701
1702 Now that the speed penalty is gone, it is practical to start writing
1703 membership tests using set-notation. This style is both semantically clear
1704 and operationally fast::
1705
1706 extension = name.rpartition('.')[2]
1707 if extension in {'xml', 'html', 'xhtml', 'css'}:
1708 handle(name)
1709
Raymond Hettingerc136b042011-01-18 07:15:39 +00001710 (Patch and additional tests contributed by Dave Malcolm; :issue:`6690`).
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001711
Antoine Pitroud3052002010-09-15 15:09:40 +00001712* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001713 several times faster.
1714
1715 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00001716 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001717
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001718* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001719 :meth:`list.sort` and :func:`sorted` now runs faster and uses less memory
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001720 when called with a :term:`key function`. Previously, every element of
1721 a list was wrapped with a temporary object that remembered the key value
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001722 associated with each element. Now, two arrays of keys and values are
Raymond Hettingerc136b042011-01-18 07:15:39 +00001723 sorted in parallel. This saves the memory consumed by the sort wrappers,
1724 and it saves time lost to delegating comparisons.
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001725
Raymond Hettingereb70b902011-01-10 21:26:49 +00001726 (Patch by Daniel Stutzbach in :issue:`9915`.)
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001727
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001728* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00001729 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001730 now uses the C speedups when the ``sort_keys`` argument is true.
1731
1732 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
1733 Antoine Pitrou in :issue:`10314`.)
1734
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001735* Recursive locks (created with the :func:`threading.RLock` API) now benefit
1736 from a C implementation which makes them as fast as regular locks, and between
1737 10x and 15x faster than their previous pure Python implementation.
1738
1739 (Contributed by Antoine Pitrou; :issue:`3001`.)
1740
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001741* The fast-search algorithm in stringlib is now used by the :meth:`split`,
1742 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
1743 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
1744 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
1745 :meth:`rpartition`.
1746
1747 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
1748
Raymond Hettinger480ed782010-12-15 22:07:15 +00001749
1750* String to integer conversions now work two "digits" at a time, reducing the
1751 number of division and modulo operations.
1752
1753 (:issue:`6713` by Gawain Bolton, Mark Dickinson, and Victor Stinner.)
1754
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001755There were several other minor optimizations. Set differencing now runs faster
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001756when one operand is much larger than the other (patch by Andress Bennetts in
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001757:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
1758(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
1759has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001760multi-argument form of :func:`operator.attrgetter` function now runs slightly
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001761faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
1762multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
1763
Antoine Pitroud3052002010-09-15 15:09:40 +00001764
Victor Stinner47ce9652010-10-29 00:57:35 +00001765Unicode
1766=======
Victor Stinner94908bb2010-08-18 21:23:25 +00001767
Raymond Hettinger2270d582011-01-20 09:04:39 +00001768Python has been updated to `Unicode 6.0.0
1769<http://unicode.org/versions/Unicode6.0.0/>`_. The update to the standard adds
1770over 2,000 new characters including `emoji <http://en.wikipedia.org/wiki/Emoji>`_
1771symbols which are important for mobile phones.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001772
Raymond Hettinger2270d582011-01-20 09:04:39 +00001773In addition, the updated standard has altered the character properties for two
1774Kannada characters (U+0CF1, U+0CF2) and one New Tai Lue numeric character
1775(U+19DA), making the former eligible for use in identifiers while disqualifying
1776the latter. For more information, see `Unicode Character Database Changes
1777<http://www.unicode.org/versions/Unicode6.0.0/#Database_Changes>`_.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001778
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001779
Raymond Hettinger2270d582011-01-20 09:04:39 +00001780Codecs
1781======
Raymond Hettingerc74d5182010-12-02 01:38:25 +00001782
Raymond Hettinger2270d582011-01-20 09:04:39 +00001783Support was added for *cp720* Arabic DOS encoding (:issue:`1616979`).
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001784
Raymond Hettinger2270d582011-01-20 09:04:39 +00001785MBCS encoding no longer ignores the error handler argument. In the default
1786strict mode, it raises an :exc:`UnicodeDecodeError` when it encounters an
1787undecodable byte sequence and an :exc:`UnicodeEncodeError` for an unencodable
1788character.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001789
Raymond Hettinger2270d582011-01-20 09:04:39 +00001790The MBCS codec supports ``'strict'`` and ``'ignore'`` error handlers for
1791decoding, and ``'strict'`` and ``'replace'`` for encoding.
Victor Stinnere8d51452010-08-19 01:05:19 +00001792
Raymond Hettinger2270d582011-01-20 09:04:39 +00001793To emulate Python3.1 MBCS encoding, select the ``'ignore'`` handler for decoding
1794and the ``'replace'`` handler for encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00001795
Raymond Hettinger2270d582011-01-20 09:04:39 +00001796On Mac OS/X, Python decodes command line arguments with ``'utf-8'`` rather than
1797the locale encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00001798
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00001799By default, :mod:`tarfile` uses ``'utf-8'`` encoding on Windows (instead of
1800``'mbcs'``) and the ``'surrogateescape'`` error handler on all operating
1801systems.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001802
Victor Stinner94908bb2010-08-18 21:23:25 +00001803
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001804Documentation
1805=============
1806
1807The documentation continues to be improved.
1808
1809A table of quick links has been added to the top of lengthy sections such as
1810:ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
1811accompanied by tables of cheatsheet-style summaries to provide an overview and
1812memory jog without having to read all of the docs.
1813
Raymond Hettinger51e21072011-01-10 23:38:15 +00001814In some cases, the pure Python source code can be a helpful adjunct to the
1815documentation, so now many modules now feature quick links to the latest version
1816of the source code. For example, the :mod:`functools` module documentation has
1817a quick link at the top labeled: **Source code** :source:`Lib/functools.py`.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001818
1819The docs now contain more examples and recipes. In particular, :mod:`re` module
1820has an extensive section, :ref:`re-examples`. Likewise, the :mod:`itertools`
1821module continues to be updated with new :ref:`itertools-recipes`.
1822
Raymond Hettinger677e10a2010-12-07 06:45:30 +00001823The :mod:`datetime` module now has an auxiliary implementation in pure Python.
1824No functionality was changed. This just provides an easier-to-read
1825alternate implementation. (Contributed by Alexander Belopolsky.)
1826
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001827The unmaintained :file:`Demo` directory has been removed. Some demos were
1828integrated into the documentation, some were moved to the :file:`Tools/demo`
1829directory, and others were removed altogether. (Contributed by Georg Brandl.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001830
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001831
1832IDLE
1833====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001834
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001835* The format menu now has an option to clean source files by stripping
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001836 trailing whitespace.
1837
1838 (Contributed by Raymond Hettinger; :issue:`5150`.)
1839
1840* IDLE on Mac OS X now works with both Carbon AquaTk and Cocoa AquaTk.
1841
1842 (Contributed by Kevin Walzer, Ned Deily, and Ronald Oussoren; :issue:`6075`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001843
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00001844Code Repository
1845===============
1846
1847In addition to the existing Subversion code repository at http://svn.python.org
1848there is now a `Mercurial <http://mercurial.selenic.com/>`_ repository at
1849http://hg.python.org/ .
1850
1851After the 3.2 release, there are plans to switch to Mercurial as the primary
1852repository. This distributed version control system should make it easier for
1853members of the community to create and share external changesets. See
1854:pep:`385` for details.
1855
1856To learn to use the new version control system, see the `tutorial by Joel
1857Spolsky <http://hginit.com>`_ or the `guide to Mercurial workflows
1858<http://mercurial.selenic.com/guide/>`_.
1859
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001860
1861Build and C API Changes
1862=======================
1863
1864Changes to Python's build process and to the C API include:
1865
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001866* The *idle*, *pydoc* and *2to3* scripts are now installed with a
1867 version-specific suffix on ``make altinstall`` (:issue:`10679`).
1868
Georg Brandlda0a2112010-09-05 11:28:33 +00001869* The C functions that access the Unicode Database now accept and return
1870 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001871 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00001872 in Python is that :func:`unicodedata.numeric` now returns the correct value
1873 for large code points, and :func:`repr` may consider more characters as
1874 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001875
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001876 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
1877
Georg Brandlda0a2112010-09-05 11:28:33 +00001878* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00001879 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00001880 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001881
Georg Brandlda0a2112010-09-05 11:28:33 +00001882 (Contributed by Antoine Pitrou; :issue:`9203`.)
1883
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00001884* The option ``--with-wctype-functions`` was removed. The built-in unicode
1885 database is now used for all functions.
1886
1887 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
1888
Raymond Hettinger480ed782010-12-15 22:07:15 +00001889* Hash values are now values of a new type, :c:type:`Py_hash_t`, which is
1890 defined to be the same size as a pointer. Previously they were of type long,
1891 which on some 64-bit operating systems is still only 32 bits long. As a
1892 result of this fix, :class:`set` and :class:`dict` can now hold more than
1893 ``2**32`` entries on builds with 64-bit pointers (previously, they could grow
1894 to that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00001895
Raymond Hettinger480ed782010-12-15 22:07:15 +00001896 (Suggested by Raymond Hettinger and implemented by Benjamin Peterson;
1897 :issue:`9778`.)
1898
1899* A new macro :c:macro:`Py_VA_COPY` copies the state of the variable argument
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001900 list. It is equivalent to C99 *va_copy* but available on all Python platforms
Raymond Hettinger480ed782010-12-15 22:07:15 +00001901 (:issue:`2443`).
1902
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001903* A new C API function :c:func:`PySys_SetArgvEx` allows an embedded interpreter
1904 to set :attr:`sys.argv` without also modifying :attr:`sys.path`
Raymond Hettinger480ed782010-12-15 22:07:15 +00001905 (:issue:`5753`).
1906
1907* :c:macro:`PyEval_CallObject` is now only available in macro form. The
1908 function declaration, which was kept for backwards compatibility reasons, is
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001909 now removed -- the macro was introduced in 1997 (:issue:`8276`).
Raymond Hettinger480ed782010-12-15 22:07:15 +00001910
1911* The is a new function :c:func:`PyLong_AsLongLongAndOverflow` which
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001912 is analogous to :c:func:`PyLong_AsLongAndOverflow`. They both serve to
Raymond Hettinger480ed782010-12-15 22:07:15 +00001913 convert Python :class:`int` into a native fixed-width type while providing
1914 detection of cases where the conversion won't fit (:issue:`7767`).
1915
1916* The :c:func:`PyUnicode_CompareWithASCIIString` now returns *not equal*
Raymond Hettingerba5512f2011-01-18 08:28:01 +00001917 if the Python string is *NUL* terminated.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001918
1919* There is a new function :c:func:`PyErr_NewExceptionWithDoc` that is
1920 like :c:func:`PyErr_NewException` but allows a docstring to be specified.
1921 This lets C exceptions have the same self-documenting capabilities as
1922 their pure Python counterparts (:issue:`7033`).
1923
1924* When compiled with the ``--with-valgrind`` option, the pymalloc
1925 allocator will be automatically disabled when running under Valgrind. This
1926 gives improved memory leak detection when running under Valgrind, while taking
1927 advantage of pymalloc at other times (:issue:`2422`).
1928
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001929* Removed the ``O?`` format from the *PyArg_Parse* functions. The format is no
Raymond Hettinger480ed782010-12-15 22:07:15 +00001930 longer used and it had never been documented (:issue:`8837`).
1931
1932There were a number of other small changes to the C-API. See the
1933:file:`Misc/NEWS` file for a complete list.
Skip Montanaro961aaf52010-10-17 22:22:24 +00001934
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001935
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00001936Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001937=====================
1938
Georg Brandlda0a2112010-09-05 11:28:33 +00001939This section lists previously described changes and other bugfixes that may
1940require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001941
Raymond Hettingerd73be672010-12-18 10:48:26 +00001942* The :mod:`configparser` module has a number of clean-ups. The major change is
1943 to replace the old :class:`ConfigParser` class with long-standing preferred
1944 alternative :class:`SafeConfigParser`. In addition there are a number of
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001945 smaller incompatibilities:
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001946
Raymond Hettingerd73be672010-12-18 10:48:26 +00001947 * The interpolation syntax is now validated on
1948 :meth:`~configparser.ConfigParser.get` and
1949 :meth:`~configparser.ConfigParser.set` operations. In the default
1950 interpolation scheme, only two tokens with percent signs are valid: ``%(name)s``
1951 and ``%%``, the latter being an escaped percent sign.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001952
Raymond Hettingerd73be672010-12-18 10:48:26 +00001953 * The :meth:`~configparser.ConfigParser.set` and
1954 :meth:`~configparser.ConfigParser.add_section` methods now verify that
1955 values are actual strings. Formerly, unsupported types could be introduced
1956 unintentionally.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001957
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00001958 * Duplicate sections or options from a single source now raise either
Raymond Hettingerd73be672010-12-18 10:48:26 +00001959 :exc:`~configparser.DuplicateSectionError` or
1960 :exc:`~configparser.DuplicateOptionError`. Formerly, duplicates would
1961 silently overwrite a previous entry.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001962
Raymond Hettingerd73be672010-12-18 10:48:26 +00001963 * Inline comments are now disabled by default so now the **;** character
1964 can be safely used in values.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001965
Raymond Hettingerd73be672010-12-18 10:48:26 +00001966 * Comments now can be indented. Consequently, for **;** or **#** to appear at
1967 the start of a line in multiline values, it has to be interpolated. This
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00001968 keeps comment prefix characters in values from being mistaken as comments.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001969
Raymond Hettingerd73be672010-12-18 10:48:26 +00001970 * ``""`` is now a valid value and is no longer automatically converted to an
1971 empty string. For empty strings, use ``"option ="`` in a line.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001972
Antoine Pitroucd889af2010-10-06 21:13:56 +00001973* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
1974 are often incompatible with the 3.1 APIs.
1975
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001976* :class:`bytearray` objects can no longer be used as filenames; instead,
1977 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00001978
Raymond Hettinger51e21072011-01-10 23:38:15 +00001979* ``PyArg_Parse*()`` functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00001980
Victor Stinner25e8ec42010-06-25 00:02:38 +00001981 * "t#" format has been removed: use "s#" or "s*" instead
1982 * "w" and "w#" formats has been removed: use "w*" instead
1983
Georg Brandl60203b42010-10-06 10:11:56 +00001984* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
1985 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00001986 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00001987 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00001988
Raymond Hettingere0a96002010-12-15 17:54:13 +00001989* The :func:`sys.setfilesystemencoding` function was removed because
1990 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00001991
Raymond Hettingere0a96002010-12-15 17:54:13 +00001992* The :func:`random.seed` function and method now salt string seeds with an
1993 sha512 hash function. To access the previous version of *seed* in order to
1994 reproduce Python 3.1 sequences, set the *version* argument to *1*,
1995 ``random.seed(s, version=1)``.
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001996
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00001997* The previously deprecated :func:`string.maketrans` function has been removed
Raymond Hettinger51e21072011-01-10 23:38:15 +00001998 in favor of the static methods :meth:`bytes.maketrans` and
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00001999 :meth:`bytearray.maketrans`. This change solves the confusion around which
2000 types were supported by the :mod:`string` module. Now, :class:`str`,
2001 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
2002 **translate** methods with intermediate translation tables of the appropriate
2003 type.
2004
2005 (Contributed by Georg Brandl; :issue:`5675`.)
2006
2007* The previously deprecated :func:`contextlib.nested` function has been removed
2008 in favor of a plain :keyword:`with` statement which can accept multiple
2009 context managers. The latter technique is faster (because it is built-in),
2010 and it does a better job finalizing multiple context managers when one of them
2011 raises an exception::
2012
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002013 with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
2014 for line in infile:
2015 if '<critical>' in line:
2016 outfile.write(line)
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002017
2018 (Contributed by Georg Brandl and Mattias Brändström;
2019 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)
Victor Stinnerda9ec992010-12-28 13:26:42 +00002020
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002021* :func:`struct.pack` now only allows bytes for the ``s`` string pack code.
2022 Formerly, it would accept text arguments and implicitly encode them to bytes
2023 using UTF-8. This was problematic because it made assumptions about the
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002024 correct encoding and because a variable-length encoding can fail when writing
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002025 to fixed length segment of a structure.
Victor Stinnerda9ec992010-12-28 13:26:42 +00002026
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002027 Code such as ``struct.pack('<6sHHBBB', 'GIF87a', x, y)`` should be rewritten
2028 with to use bytes instead of text, ``struct.pack('<6sHHBBB', b'GIF87a', x, y)``.
2029
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002030 (Discovered by David Beazley and fixed by Victor Stinner; :issue:`10783`.)
Raymond Hettingere40808a2011-01-05 23:00:00 +00002031
2032* The :class:`xml.etree.ElementTree` class now raises an
2033 :exc:`xml.etree.ElementTree.ParseError` when a parse fails. Previously it
2034 raised a :exc:`xml.parsers.expat.ExpatError`.
2035
2036* The new, longer :func:`str` value on floats may break doctests which rely on
2037 the old output format.
Antoine Pitroubcba4342011-01-16 18:29:34 +00002038
2039* In :class:`subprocess.Popen`, the default value for *close_fds* is now
2040 ``True`` under Unix; under Windows, it is ``True`` if the three standard
2041 streams are set to ``None``, ``False`` otherwise. Previously, *close_fds*
2042 was always ``False`` by default, which produced difficult to solve bugs
2043 or race conditions when open file descriptors would leak into the child
2044 process.
2045
Antoine Pitrouf7fb7622011-01-16 18:34:09 +00002046* Support for legacy HTTP 0.9 has been removed from :mod:`urllib.request`
2047 and :mod:`http.client`. Such support is still present on the server side
2048 (in :mod:`http.server`).
2049
2050 (Contributed by Antoine Pitrou, :issue:`10711`.)
2051
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00002052* SSL sockets in timeout mode now raise :exc:`socket.timeout` when a timeout
2053 occurs, rather than a generic :exc:`~ssl.SSLError`.
2054
2055 (Contributed by Antoine Pitrou, :issue:`10272`.)
Antoine Pitrouebeb9032011-01-16 18:45:17 +00002056
2057* The misleading functions :c:func:`PyEval_AcquireLock()` and
2058 :c:func:`PyEval_ReleaseLock()` have been officially deprecated. The
2059 thread-state aware APIs (such as :c:func:`PyEval_SaveThread()`
2060 and :c:func:`PyEval_RestoreThread()`) should be used instead.