blob: 358e5bec41e922e4d287858bf40c458d1fa8acac [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 Hettinger92acd672011-01-31 06:34:47 +000014 get rewritten. (Note, during release candidate phase or just before
15 a beta release, please use the tracker instead -- this helps avoid
16 merge conflicts. If you must add a suggested entry directly,
17 please put it in an XXX comment and the maintainer will take notice).
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000018
19 * The maintainer will go through Misc/NEWS periodically and add
20 changes; it's therefore more important to add your changes to
21 Misc/NEWS than to this file.
22
23 * This is not a complete list of every single change; completeness
24 is the purpose of Misc/NEWS. Some changes I consider too small
25 or esoteric to include. If such a change is added to the text,
26 I'll just remove it. (This is another reason you shouldn't spend
27 too much time on writing your addition.)
28
29 * If you want to draw your new text to the attention of the
30 maintainer, add 'XXX' to the beginning of the paragraph or
31 section.
32
33 * It's OK to just add a fragmentary note about a change. For
34 example: "XXX Describe the transmogrify() function added to the
35 socket module." The maintainer will research the change and
36 write the necessary text.
37
38 * You can comment out your additions if you like, but it's not
39 necessary (especially when a final release is some months away).
40
41 * Credit the author of a patch or bugfix. Just the name is
Georg Brandlda0a2112010-09-05 11:28:33 +000042 sufficient; the e-mail address isn't necessary. It's helpful to
43 add the issue number:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000044
Éric Araujo4234ad42010-09-05 17:32:25 +000045 XXX Describe the transmogrify() function added to the socket
46 module.
47
48 (Contributed by P.Y. Developer; :issue:`12345`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000049
50 This saves the maintainer the effort of going through the SVN log
51 when researching a change.
52
Raymond Hettingerffad35e2010-12-14 21:12:03 +000053This article explains the new features in Python 3.2 as compared to 3.1. It
54focuses on a few highlights and gives a few examples. For full details, see the
55:source:`Misc/NEWS <Misc/NEWS>` file.
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000056
Raymond Hettinger6778fa92010-12-21 20:09:55 +000057.. seealso::
58
59 :pep:`392` - Python 3.2 Release Schedule
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000060
Raymond Hettingerca904be2011-01-18 00:02:40 +000061
Martin v. Löwis932e49e2010-12-04 13:49:32 +000062PEP 384: Defining a Stable ABI
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000063==============================
64
65In the past, extension modules built for one Python version were often
66not usable with other Python versions. Particularly on Windows, every
67feature release of Python required rebuilding all extension modules that
68one wanted to use. This requirement was the result of the free access to
69Python interpreter internals that extension modules could use.
70
71With Python 3.2, an alternative approach becomes available: extension
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000072modules which restrict themselves to a limited API (by defining
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000073Py_LIMITED_API) cannot use many of the internals, but are constrained
74to a set of API functions that are promised to be stable for several
75releases. As a consequence, extension modules built for 3.2 in that
76mode will also work with 3.3, 3.4, and so on. Extension modules that
77make use of details of memory structures can still be built, but will
78need to be recompiled for every feature release.
79
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000080.. seealso::
81
Georg Brandl65b2eb92010-12-05 11:42:38 +000082 :pep:`384` - Defining a Stable ABI
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000083 PEP written by Martin von Löwis.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000084
Raymond Hettingerca904be2011-01-18 00:02:40 +000085
Raymond Hettingera5a35542010-12-05 00:39:18 +000086PEP 389: Argparse Command Line Parsing Module
87=============================================
88
89A new module for command line parsing, :mod:`argparse`, was introduced to
90overcome the limitations of :mod:`optparse` which did not provide support for
Raymond Hettinger677e10a2010-12-07 06:45:30 +000091positional arguments (not just options), subcommands, required options and other
Raymond Hettinger413abbc2010-12-05 07:06:47 +000092common patterns of specifying and validating options.
Raymond Hettingera5a35542010-12-05 00:39:18 +000093
Raymond Hettinger9c2fc472011-01-31 06:14:48 +000094This module has already had widespread success in the community as a
Raymond Hettingerb1ff4022010-12-08 11:19:45 +000095third-party module. Being more fully featured than its predecessor, the
96:mod:`argparse` module is now the preferred module for command-line processing.
97The older module is still being kept available because of the substantial amount
98of legacy code that depends on it.
Raymond Hettingera5a35542010-12-05 00:39:18 +000099
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000100Here's an annotated example parser showing features like limiting results to a
101set of choices, specifying a *metavar* in the help screen, validating that one
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +0000102or more positional arguments is present, and making a required option::
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000103
104 import argparse
105 parser = argparse.ArgumentParser(
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000106 description = 'Manage servers', # main description for help
107 epilog = 'Tested on Solaris and Linux') # displayed after help
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000108 parser.add_argument('action', # argument name
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000109 choices = ['deploy', 'start', 'stop'], # three allowed values
110 help = 'action on each target') # help msg
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000111 parser.add_argument('targets',
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000112 metavar = 'HOSTNAME', # var name used in help msg
113 nargs = '+', # require one or more targets
114 help = 'url for target machines') # help msg explanation
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000115 parser.add_argument('-u', '--user', # -u or --user option
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000116 required = True, # make it a required argument
117 help = 'login as user')
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000118
119Example of calling the parser on a command string::
120
121 >>> cmd = 'deploy sneezy.example.com sleepy.example.com -u skycaptain'
122 >>> result = parser.parse_args(cmd.split())
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000123 >>> result.action
124 'deploy'
125 >>> result.targets
126 ['sneezy.example.com', 'sleepy.example.com']
127 >>> result.user
128 'skycaptain'
129
130Example of the parser's automatically generated help::
131
132 >>> parser.parse_args('-h'.split())
133
Raymond Hettinger3fcf0022010-12-08 01:13:53 +0000134 usage: manage_cloud.py [-h] -u USER
135 {deploy,start,stop} HOSTNAME [HOSTNAME ...]
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000136
137 Manage servers
138
139 positional arguments:
140 {deploy,start,stop} action on each target
141 HOSTNAME url for target machines
142
143 optional arguments:
144 -h, --help show this help message and exit
145 -u USER, --user USER login as user
146
147 Tested on Solaris and Linux
148
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000149An especially nice :mod:`argparse` feature is the ability to define subparsers,
150each with their own argument patterns and help displays::
151
152 import argparse
153 parser = argparse.ArgumentParser(prog='HELM')
154 subparsers = parser.add_subparsers()
155
156 parser_l = subparsers.add_parser('launch', help='Launch Control') # first subgroup
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000157 parser_l.add_argument('-m', '--missiles', action='store_true')
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000158 parser_l.add_argument('-t', '--torpedos', action='store_true')
159
Raymond Hettinger3094ed82010-12-18 09:41:32 +0000160 parser_m = subparsers.add_parser('move', help='Move Vessel', # second subgroup
161 aliases=('steer', 'turn')) # equivalent names
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000162 parser_m.add_argument('-c', '--course', type=int, required=True)
163 parser_m.add_argument('-s', '--speed', type=int, default=0)
164
165 $ ./helm.py --help # top level help (launch and move)
166 $ ./helm.py launch --help # help for launch options
167 $ ./helm.py launch --missiles # set missiles=True and torpedos=False
Raymond Hettinger3094ed82010-12-18 09:41:32 +0000168 $ ./helm.py steer --course 180 --speed 5 # set movement parameters
Raymond Hettingera5a35542010-12-05 00:39:18 +0000169
170.. seealso::
171
172 :pep:`389` - New Command Line Parsing Module
173 PEP written by Steven Bethard.
174
Raymond Hettingerbe9994e2011-01-19 08:44:33 +0000175 :ref:`upgrading-optparse-code` for details on the differences from :mod:`optparse`.
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000176
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000177
Éric Araujo4234ad42010-09-05 17:32:25 +0000178PEP 391: Dictionary Based Configuration for Logging
179====================================================
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000180
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000181The :mod:`logging` module provided two kinds of configuration, one style with
182function calls for each option or another style driven by an external file saved
183in a :mod:`ConfigParser` format. Those options did not provide the flexibility
Georg Brandl9e75cad2010-09-06 06:45:47 +0000184to create configurations from JSON or YAML files, nor did they support
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000185incremental configuration, which is needed for specifying logger options from a
186command line.
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000187
188To support a more flexible style, the module now offers
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000189:func:`logging.config.dictConfig` for specifying logging configuration with
190plain Python dictionaries. The configuration options include formatters,
191handlers, filters, and loggers. Here's a working example of a configuration
192dictionary::
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000193
Georg Brandlda0a2112010-09-05 11:28:33 +0000194 {"version": 1,
195 "formatters": {"brief": {"format": "%(levelname)-8s: %(name)-15s: %(message)s"},
Raymond Hettinger03a6e662011-02-17 19:19:44 +0000196 "full": {"format": "%(asctime)s %(name)-15s %(levelname)-8s %(message)s"}
Georg Brandlda0a2112010-09-05 11:28:33 +0000197 },
198 "handlers": {"console": {
199 "class": "logging.StreamHandler",
200 "formatter": "brief",
201 "level": "INFO",
202 "stream": "ext://sys.stdout"},
203 "console_priority": {
204 "class": "logging.StreamHandler",
205 "formatter": "full",
206 "level": "ERROR",
Raymond Hettinger03a6e662011-02-17 19:19:44 +0000207 "stream": "ext://sys.stderr"}
Georg Brandlda0a2112010-09-05 11:28:33 +0000208 },
209 "root": {"level": "DEBUG", "handlers": ["console", "console_priority"]}}
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000210
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000211
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000212If that dictionary is stored in a file called :file:`conf.json`, it can be
213loaded and called with code like this::
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000214
Raymond Hettingerca904be2011-01-18 00:02:40 +0000215 >>> import json, logging.config
Raymond Hettinger03a6e662011-02-17 19:19:44 +0000216 >>> with open('conf.json') as f:
Raymond Hettingerca904be2011-01-18 00:02:40 +0000217 conf = json.load(f)
218 >>> logging.config.dictConfig(conf)
219 >>> logging.info("Transaction completed normally")
Raymond Hettinger03a6e662011-02-17 19:19:44 +0000220 INFO : root : Transaction completed normally
Raymond Hettingerca904be2011-01-18 00:02:40 +0000221 >>> logging.critical("Abnormal termination")
Raymond Hettinger03a6e662011-02-17 19:19:44 +0000222 2011-02-17 11:14:36,694 root CRITICAL Abnormal termination
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000223
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000224.. seealso::
225
226 :pep:`391` - Dictionary Based Configuration for Logging
227 PEP written by Vinay Sajip.
228
Raymond Hettingerca904be2011-01-18 00:02:40 +0000229
Georg Brandl97b20da2010-11-16 15:15:29 +0000230PEP 3148: The ``concurrent.futures`` module
231============================================
232
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000233Code for creating and managing concurrency is being collected in a new top-level
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000234namespace, *concurrent*. Its first member is a *futures* package which provides
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000235a uniform high-level interface for managing threads and processes.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000236
237The design for :mod:`concurrent.futures` was inspired by
238*java.util.concurrent.package*. In that model, a running call and its result
Raymond Hettingerc136b042011-01-18 07:15:39 +0000239are represented by a :class:`~concurrent.futures.Future` object that abstracts
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000240features common to threads, processes, and remote procedure calls. That object
241supports status checks (running or done), timeouts, cancellations, adding
Raymond Hettinger24a09412010-12-08 06:50:02 +0000242callbacks, and access to results or exceptions.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000243
244The primary offering of the new module is a pair of executor classes for
245launching and managing calls. The goal of the executors is to make it easier to
246use existing tools for making parallel calls. They save the effort needed to
247setup a pool of resources, launch the calls, create a results queue, add
248time-out handling, and limit the total number of threads, processes, or remote
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000249procedure calls.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000250
251Ideally, each application should share a single executor across multiple
252components so that process and thread limits can be centrally managed. This
253solves the design challenge that arises when each component has its own
254competing strategy for resource management.
255
Raymond Hettingerb1055192010-12-08 06:42:41 +0000256Both classes share a common interface with three methods:
257:meth:`~concurrent.futures.Executor.submit` for scheduling a callable and
258returning a :class:`~concurrent.futures.Future` object;
259:meth:`~concurrent.futures.Executor.map` for scheduling many asynchronous calls
Raymond Hettinger83d80792010-12-08 06:48:33 +0000260at a time, and :meth:`~concurrent.futures.Executor.shutdown` for freeing
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000261resources. The class is a :term:`context manager` and can be used in a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000262:keyword:`with` statement to assure that resources are automatically released
263when currently pending futures are done executing.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000264
Raymond Hettingerb1055192010-12-08 06:42:41 +0000265A simple of example of :class:`~concurrent.futures.ThreadPoolExecutor` is a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000266launch of four parallel threads for copying files::
Raymond Hettingerb1055192010-12-08 06:42:41 +0000267
Raymond Hettinger4a8f50a2011-02-17 19:05:53 +0000268 import concurrent.futures, shutil
269 with concurrent.futures.ThreadPoolExecutor(max_workers=4) as e:
Raymond Hettingerb1055192010-12-08 06:42:41 +0000270 e.submit(shutil.copy, 'src1.txt', 'dest1.txt')
271 e.submit(shutil.copy, 'src2.txt', 'dest2.txt')
272 e.submit(shutil.copy, 'src3.txt', 'dest3.txt')
273 e.submit(shutil.copy, 'src3.txt', 'dest4.txt')
274
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000275.. seealso::
276
Raymond Hettingera5a35542010-12-05 00:39:18 +0000277 :pep:`3148` - Futures -- Execute Computations Asynchronously
Andrew M. Kuchling42877fe2010-12-15 02:37:01 +0000278 PEP written by Brian Quinlan.
Georg Brandl97b20da2010-11-16 15:15:29 +0000279
Raymond Hettinger83d80792010-12-08 06:48:33 +0000280 :ref:`Code for Threaded Parallel URL reads<threadpoolexecutor-example>`, an
281 example using threads to fetch multiple web pages in parallel.
282
283 :ref:`Code for computing prime numbers in
284 parallel<processpoolexecutor-example>`, an example demonstrating
285 :class:`~concurrent.futures.ProcessPoolExecutor`.
286
287
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000288PEP 3147: PYC Repository Directories
289=====================================
290
David Malcolm778645a2010-12-07 00:32:04 +0000291Python's scheme for caching bytecode in *.pyc* files did not work well in
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000292environments with multiple Python interpreters. If one interpreter encountered
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000293a cached file created by another interpreter, it would recompile the source and
294overwrite the cached file, thus losing the benefits of caching.
295
296The issue of "pyc fights" has become more pronounced as it has become
Éric Araujo4234ad42010-09-05 17:32:25 +0000297commonplace for Linux distributions to ship with multiple versions of Python.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000298These conflicts also arise with CPython alternatives such as Unladen Swallow.
299
300To solve this problem, Python's import machinery has been extended to use
Éric Araujo4234ad42010-09-05 17:32:25 +0000301distinct filenames for each interpreter. Instead of Python 3.2 and Python 3.3 and
302Unladen Swallow each competing for a file called "mymodule.pyc", they will now
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000303look for "mymodule.cpython-32.pyc", "mymodule.cpython-33.pyc", and
Éric Araujo4234ad42010-09-05 17:32:25 +0000304"mymodule.unladen10.pyc". And to prevent all of these new files from
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000305cluttering source directories, the *pyc* files are now collected in a
306"__pycache__" directory stored under the package directory.
307
308Aside from the filenames and target directories, the new scheme has a few
309aspects that are visible to the programmer:
310
Georg Brandlda0a2112010-09-05 11:28:33 +0000311* Imported modules now have a :attr:`__cached__` attribute which stores the name
312 of the actual file that was imported:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000313
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000314 >>> import collections
315 >>> collections.__cached__
316 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000317
318* The tag that is unique to each interpreter is accessible from the :mod:`imp`
Georg Brandlda0a2112010-09-05 11:28:33 +0000319 module:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000320
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000321 >>> import imp
322 >>> imp.get_tag()
323 'cpython-32'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000324
325* Scripts that try to deduce source filename from the imported file now need to
326 be smarter. It is no longer sufficient to simply strip the "c" from a ".pyc"
327 filename. Instead, use the new functions in the :mod:`imp` module:
328
Georg Brandlda0a2112010-09-05 11:28:33 +0000329 >>> imp.source_from_cache('c:/py32/lib/__pycache__/collections.cpython-32.pyc')
330 'c:/py32/lib/collections.py'
331 >>> imp.cache_from_source('c:/py32/lib/collections.py')
332 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000333
334* The :mod:`py_compile` and :mod:`compileall` modules have been updated to
Raymond Hettinger50307b62011-01-24 01:18:30 +0000335 reflect the new naming convention and target directory. The command-line
Éric Araujo85dacf72011-02-19 18:06:50 +0000336 invocation of *compileall* has new options: ``-i`` for
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000337 specifying a list of files and directories to compile and ``-b`` which causes
Raymond Hettinger50307b62011-01-24 01:18:30 +0000338 bytecode files to be written to their legacy location rather than
339 *__pycache__*.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000340
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000341* The :mod:`importlib.abc` module has been updated with new :term:`abstract base
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000342 classes <abstract base class>` for loading bytecode files. The obsolete
Raymond Hettinger66352d22011-01-17 22:33:11 +0000343 ABCs, :class:`~importlib.abc.PyLoader` and
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000344 :class:`~importlib.abc.PyPycLoader`, have been deprecated (instructions on how
Raymond Hettinger66352d22011-01-17 22:33:11 +0000345 to stay Python 3.1 compatible are included with the documentation).
Brett Cannon83a682d2011-01-16 21:02:09 +0000346
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000347.. seealso::
348
349 :pep:`3147` - PYC Repository Directories
350 PEP written by Barry Warsaw.
351
Georg Brandlda0a2112010-09-05 11:28:33 +0000352
Georg Brandl3ad46752010-12-05 07:59:29 +0000353PEP 3149: ABI Version Tagged .so Files
354======================================
Georg Brandlf11c6c42010-09-03 22:20:58 +0000355
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000356The PYC repository directory allows multiple bytecode cache files to be
357co-located. This PEP implements a similar mechanism for shared object files by
358giving them a common directory and distinct names for each version.
Georg Brandlf11c6c42010-09-03 22:20:58 +0000359
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000360The common directory is "pyshared" and the file names are made distinct by
361identifying the Python implementation (such as CPython, PyPy, Jython, etc.), the
362major and minor version numbers, and optional build flags (such as "d" for
Éric Araujo4234ad42010-09-05 17:32:25 +0000363debug, "m" for pymalloc, "u" for wide-unicode). For an arbitrary package "foo",
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000364you may see these files when the distribution package is installed::
365
366 /usr/share/pyshared/foo.cpython-32m.so
367 /usr/share/pyshared/foo.cpython-33md.so
368
369In Python itself, the tags are accessible from functions in the :mod:`sysconfig`
370module::
371
372 >>> import sysconfig
373 >>> sysconfig.get_config_var('SOABI') # find the version tag
374 'cpython-32mu'
375 >>> sysconfig.get_config_var('SO') # find the full filename extension
Éric Araujoe0e824d2011-02-19 18:46:02 +0000376 '.cpython-32mu.so'
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000377
378.. seealso::
379
380 :pep:`3149` - ABI Version Tagged .so Files
381 PEP written by Barry Warsaw.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000382
Raymond Hettingerca904be2011-01-18 00:02:40 +0000383
Raymond Hettinger3df46212011-01-06 02:01:26 +0000384PEP 3333: Python Web Server Gateway Interface v1.0.1
385=====================================================
386
387This informational PEP clarifies how bytes/text issues are to be handled by the
388WGSI protocol. The challenge is that string handling in Python 3 is most
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000389conveniently handled with the :class:`str` type even though the HTTP protocol
Raymond Hettinger3df46212011-01-06 02:01:26 +0000390is itself bytes oriented.
391
392The PEP differentiates so-called *native strings* that are used for
393request/response headers and metadata versus *byte strings* which are used for
394the bodies of requests and responses.
395
396The *native strings* are always of type :class:`str` but are restricted to code
Georg Brandl52a43b52011-01-16 09:11:45 +0000397points between *U+0000* through *U+00FF* which are translatable to bytes using
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000398*Latin-1* encoding. These strings are used for the keys and values in the
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000399environment dictionary and for response headers and statuses in the
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000400:func:`start_response` function. They must follow :rfc:`2616` with respect to
Raymond Hettinger3df46212011-01-06 02:01:26 +0000401encoding. That is, they must either be *ISO-8859-1* characters or use
402:rfc:`2047` MIME encoding.
403
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000404For developers porting WSGI applications from Python 2, here are the salient
405points:
406
407* If the app already used strings for headers in Python 2, no change is needed.
408
409* If instead, the app encoded output headers or decoded input headers, then the
410 headers will need to be re-encoded to Latin-1. For example, an output header
411 encoded in utf-8 was using ``h.encode('utf-8')`` now needs to convert from
412 bytes to native strings using ``h.encode('utf-8').decode('latin-1')``.
413
414* Values yielded by an application or sent using the :meth:`write` method
Raymond Hettinger51e21072011-01-10 23:38:15 +0000415 must be byte strings. The :func:`start_response` function and environ
416 must use native strings. The two cannot be mixed.
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000417
418For server implementers writing CGI-to-WSGI pathways or other CGI-style
419protocols, the users must to be able access the environment using native strings
Raymond Hettingerc136b042011-01-18 07:15:39 +0000420even though the underlying platform may have a different convention. To bridge
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000421this gap, the :mod:`wsgiref` module has a new function,
422:func:`wsgiref.handlers.read_environ` for transcoding CGI variables from
423:attr:`os.environ` into native strings and returning a new dictionary.
Raymond Hettinger3df46212011-01-06 02:01:26 +0000424
425.. seealso::
426
427 :pep:`3333` - Python Web Server Gateway Interface v1.0.1
428 PEP written by Phillip Eby.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000429
Raymond Hettingerca904be2011-01-18 00:02:40 +0000430
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000431Other Language Changes
432======================
433
434Some smaller changes made to the core Python language are:
435
Raymond Hettingere5e1a982010-12-05 08:35:21 +0000436* String formatting for :func:`format` and :meth:`str.format` gained new
437 capabilities for the format character **#**. Previously, for integers in
438 binary, octal, or hexadecimal, it caused the output to be prefixed with '0b',
439 '0o', or '0x' respectively. Now it can also handle floats, complex, and
440 Decimal, causing the output to always have a decimal point even when no digits
441 follow it.
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000442
443 >>> format(20, '#o')
444 '0o24'
445 >>> format(12.34, '#5.0f')
446 ' 12.'
447
448 (Suggested by Mark Dickinson and implemented by Eric Smith in :issue:`7094`.)
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000449
Raymond Hettinger08d42932011-01-29 08:51:57 +0000450* There is also a new :meth:`str.format_map` method that extends the
451 capabilities of the existing :meth:`str.format` method by accepting arbitrary
452 :term:`mapping` objects. This new method makes it possible to use string
Éric Araujo85dacf72011-02-19 18:06:50 +0000453 formatting with any of Python's many dictionary-like objects such as
Raymond Hettinger08d42932011-01-29 08:51:57 +0000454 :class:`~collections.defaultdict`, :class:`~shelve.Shelf`,
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000455 :class:`~configparser.ConfigParser`, or :mod:`dbm`. It is also useful with
Raymond Hettinger08d42932011-01-29 08:51:57 +0000456 custom :class:`dict` subclasses that normalize keys before look-up or that
457 supply a :meth:`__missing__` method for unknown keys::
Eric Smith598b5132011-01-28 20:23:25 +0000458
Raymond Hettinger08d42932011-01-29 08:51:57 +0000459 >>> import shelve
460 >>> d = shelve.open('tmp.shl')
461 >>> 'The {project_name} status is {status} as of {date}'.format_map(d)
462 'The testing project status is green as of February 15, 2011'
Eric Smith598b5132011-01-28 20:23:25 +0000463
Raymond Hettinger08d42932011-01-29 08:51:57 +0000464 >>> class LowerCasedDict(dict):
465 def __getitem__(self, key):
466 return dict.__getitem__(self, key.lower())
467 >>> lcd = LowerCasedDict(part='widgets', quantity=10)
468 >>> 'There are {QUANTITY} {Part} in stock'.format_map(lcd)
469 'There are 10 widgets in stock'
Eric Smith598b5132011-01-28 20:23:25 +0000470
Raymond Hettinger08d42932011-01-29 08:51:57 +0000471 >>> class PlaceholderDict(dict):
472 def __missing__(self, key):
473 return '<{}>'.format(key)
474 >>> 'Hello {name}, welcome to {location}'.format_map(PlaceholderDict())
475 'Hello <name>, welcome to <location>'
Eric Smith598b5132011-01-28 20:23:25 +0000476
Raymond Hettinger08d42932011-01-29 08:51:57 +0000477 (Suggested by Raymond Hettinger and implemented by Eric Smith in
478 :issue:`6081`.)
Eric Smith598b5132011-01-28 20:23:25 +0000479
Éric Araujo85dacf72011-02-19 18:06:50 +0000480* The interpreter can now be started with a quiet option, ``-q``, to prevent
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000481 the copyright and version information from being displayed in the interactive
482 mode. The option can be introspected using the :attr:`sys.flags` attribute::
Raymond Hettinger7d967712011-01-05 20:24:08 +0000483
484 $ python -q
485 >>> sys.flags
486 sys.flags(debug=0, division_warning=0, inspect=0, interactive=0,
487 optimize=0, dont_write_bytecode=0, no_user_site=0, no_site=0,
488 ignore_environment=0, verbose=0, bytes_warning=0, quiet=1)
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000489
Raymond Hettinger51e21072011-01-10 23:38:15 +0000490 (Contributed by Marcin Wojdyr in :issue:`1772833`).
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000491
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000492* The :func:`hasattr` function works by calling :func:`getattr` and detecting
493 whether an exception is raised. This technique allows it to detect methods
494 created dynamically by :meth:`__getattr__` or :meth:`__getattribute__` which
Raymond Hettinger90a4b312011-01-06 02:08:30 +0000495 would otherwise be absent from the class dictionary. Formerly, *hasattr*
496 would catch any exception, possibly masking genuine errors. Now, *hasattr*
497 has been tightened to only catch :exc:`AttributeError` and let other
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000498 exceptions pass through::
499
500 >>> class A:
Raymond Hettinger2270d582011-01-20 09:04:39 +0000501 @property
502 def f(self):
503 return 1 // 0
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000504
505 >>> a = A()
506 >>> hasattr(a, 'f')
507 Traceback (most recent call last):
508 ...
509 ZeroDivisionError: integer division or modulo by zero
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000510
Raymond Hettingera55ffbc2010-12-15 18:31:57 +0000511 (Discovered by Yury Selivanov and fixed by Benjamin Peterson; :issue:`9666`.)
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000512
Éric Araujo4234ad42010-09-05 17:32:25 +0000513* The :func:`str` of a float or complex number is now the same as its
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000514 :func:`repr`. Previously, the :func:`str` form was shorter but that just
Éric Araujo4234ad42010-09-05 17:32:25 +0000515 caused confusion and is no longer needed now that the shortest possible
Georg Brandlda0a2112010-09-05 11:28:33 +0000516 :func:`repr` is displayed by default:
Raymond Hettingerbb734c62010-09-05 05:56:44 +0000517
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000518 >>> import math
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000519 >>> repr(math.pi)
520 '3.141592653589793'
521 >>> str(math.pi)
522 '3.141592653589793'
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000523
Georg Brandlda0a2112010-09-05 11:28:33 +0000524 (Proposed and implemented by Mark Dickinson; :issue:`9337`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000525
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000526* :class:`memoryview` objects now have a :meth:`~memoryview.release()` method
527 and they also now support the context manager protocol. This allows timely
528 release of any resources that were acquired when requesting a buffer from the
529 original object.
Antoine Pitroud3052002010-09-15 15:09:40 +0000530
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000531 >>> with memoryview(b'abcdefgh') as v:
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000532 print(v.tolist())
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000533 [97, 98, 99, 100, 101, 102, 103, 104]
534
Antoine Pitroud3052002010-09-15 15:09:40 +0000535 (Added by Antoine Pitrou; :issue:`9757`.)
536
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000537* Previously it was illegal to delete a name from the local namespace if it
538 occurs as a free variable in a nested block::
539
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000540 def outer(x):
541 def inner():
542 return x
543 inner()
544 del x
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000545
546 This is now allowed. Remember that the target of an :keyword:`except` clause
547 is cleared, so this code which used to work with Python 2.6, raised a
548 :exc:`SyntaxError` with Python 3.1 and now works again::
549
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000550 def f():
551 def print_error():
552 print(e)
553 try:
554 something
555 except Exception as e:
556 print_error()
557 # implicit "del e" here
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000558
559 (See :issue:`4617`.)
560
Raymond Hettinger480ed782010-12-15 22:07:15 +0000561* The internal :c:type:`structsequence` tool now creates subclasses of tuple.
Raymond Hettinger51e21072011-01-10 23:38:15 +0000562 This means that C structures like those returned by :func:`os.stat`,
Raymond Hettingera275c982011-01-20 04:03:19 +0000563 :func:`time.gmtime`, and :attr:`sys.version_info` now work like a
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000564 :term:`named tuple` and now work with functions and methods that
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000565 expect a tuple as an argument. This is a big step forward in making the C
Raymond Hettingera275c982011-01-20 04:03:19 +0000566 structures as flexible as their pure Python counterparts:
567
568 >>> isinstance(sys.version_info, tuple)
569 True
570 >>> 'Version %d.%d.%d %s(%d)' % sys.version_info
571 'Version 3.2.0 final(0)'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000572
573 (Suggested by Arfrever Frehtes Taifersar Arahesis and implemented
574 by Benjamin Peterson in :issue:`8413`.)
575
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000576* Warnings are now easier to control using the :envvar:`PYTHONWARNINGS`
Raymond Hettingera275c982011-01-20 04:03:19 +0000577 environment variable as an alternative to using ``-W`` at the command line::
578
579 $ export PYTHONWARNINGS='ignore::RuntimeWarning::,once::UnicodeWarning::'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000580
581 (Suggested by Barry Warsaw and implemented by Philip Jenvey in :issue:`7301`.)
582
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000583* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000584 emitted when potential issues with resource consumption or cleanup
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000585 are detected. It is silenced by default in normal release builds but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000586 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000587 module, or on the command line.
588
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000589 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Raymond Hettingerd0d59b12011-01-24 05:07:13 +0000590 :data:`gc.garbage` list isn't empty, and if :attr:`gc.DEBUG_UNCOLLECTABLE` is
591 set, all uncollectable objects are printed. This is meant to make the
592 programmer aware that their code contains object finalization issues.
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000593
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000594 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000595 without having been explicitly closed. While the deallocator for such
596 object ensures it closes the underlying operating system resource
597 (usually, a file descriptor), the delay in deallocating the object could
598 produce various issues, especially under Windows. Here is an example
599 of enabling the warning from the command line::
600
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000601 $ python -q -Wdefault
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000602 >>> f = open("foo", "wb")
603 >>> del f
604 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000605
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000606 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000607
Raymond Hettingera0266332010-12-07 08:52:41 +0000608* :class:`range` objects now support *index* and *count* methods. This is part
609 of an effort to make more objects fully implement the
610 :class:`collections.Sequence` :term:`abstract base class`. As a result, the
611 language will have a more uniform API. In addition, :class:`range` objects
Raymond Hettingerb9656292011-01-16 18:22:06 +0000612 now support slicing and negative indices, even with values larger than
613 :attr:`sys.maxsize`. This makes *range* more interoperable with lists::
Raymond Hettinger2ffa6712010-12-08 10:18:21 +0000614
615 >>> range(0, 100, 2).count(10)
616 1
617 >>> range(0, 100, 2).index(10)
618 5
619 >>> range(0, 100, 2)[5]
620 10
621 >>> range(0, 100, 2)[0:5]
622 range(0, 10, 2)
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000623
Raymond Hettingerb9656292011-01-16 18:22:06 +0000624 (Contributed by Daniel Stutzbach in :issue:`9213`, by Alexander Belopolsky
625 in :issue:`2690`, and by Nick Coghlan in :issue:`10889`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000626
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000627* The :func:`callable` builtin function from Py2.x was resurrected. It provides
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000628 a concise, readable alternative to using an :term:`abstract base class` in an
Raymond Hettinger792c0762010-12-09 16:41:54 +0000629 expression like ``isinstance(x, collections.Callable)``:
630
631 >>> callable(max)
632 True
633 >>> callable(20)
634 False
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000635
636 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000637
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000638* Python's import mechanism can now load modules installed in directories with
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000639 non-ASCII characters in the path name. This solved an aggravating problem
640 with home directories for users with non-ASCII characters in their usernames.
Raymond Hettingera275c982011-01-20 04:03:19 +0000641
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000642 (Required extensive work by Victor Stinner in :issue:`9425`.)
Raymond Hettinger070ec702010-12-10 17:45:13 +0000643
644
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000645New, Improved, and Deprecated Modules
646=====================================
647
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000648Python's standard library has undergone significant maintenance efforts and
649quality improvements.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000650
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000651The biggest news for Python 3.2 is that the :mod:`email` package, :mod:`mailbox`
652module, and :mod:`nntplib` modules now work correctly with the bytes/text model
Raymond Hettinger186f4412011-02-09 18:16:32 +0000653in Python 3. For the first time, there is correct handling of messages with
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000654mixed encodings.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000655
Raymond Hettinger6046e222010-12-16 00:21:08 +0000656Throughout the standard library, there has been more careful attention to
657encodings and text versus bytes issues. In particular, interactions with the
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000658operating system are now better able to exchange non-ASCII data using the
659Windows MBCS encoding, locale-aware encodings, or UTF-8.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000660
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000661Another significant win is the addition of substantially better support for
662*SSL* connections and security certificates.
663
Raymond Hettinger51e21072011-01-10 23:38:15 +0000664In addition, more classes now implement a :term:`context manager` to support
Raymond Hettingerc136b042011-01-18 07:15:39 +0000665convenient and reliable resource clean-up using a :keyword:`with` statement.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000666
Raymond Hettinger0358a172010-12-15 19:00:38 +0000667email
668-----
669
670The usability of the :mod:`email` package in Python 3 has been mostly fixed by
671the extensive efforts of R. David Murray. The problem was that emails are
672typically read and stored in the form of :class:`bytes` rather than :class:`str`
673text, and they may contain multiple encodings within a single email. So, the
674email package had to be extended to parse and generate email messages in bytes
675format.
676
677* New functions :func:`~email.message_from_bytes` and
678 :func:`~email.message_from_binary_file`, and new classes
679 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
680 allow binary message data to be parsed into model objects.
681
682* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
683 will by default decode a message body that has a
684 :mailheader:`Content-Transfer-Encoding` of *8bit* using the charset
685 specified in the MIME headers and return the resulting string.
686
687* Given bytes input to the model, :class:`~email.generator.Generator` will
688 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
689 *8bit* to instead have a *7bit* :mailheader:`Content-Transfer-Encoding`.
Raymond Hettingerc08ea612011-01-08 10:32:31 +0000690
Raymond Hettingercf8a3822011-01-11 21:20:20 +0000691 Headers with unencoded non-ASCII bytes are deemed to be :rfc:`2047`\ -encoded
692 using the *unknown-8bit* character set.
Raymond Hettinger0358a172010-12-15 19:00:38 +0000693
694* A new class :class:`~email.generator.BytesGenerator` produces bytes as output,
695 preserving any unchanged non-ASCII data that was present in the input used to
696 build the model, including message bodies with a
697 :mailheader:`Content-Transfer-Encoding` of *8bit*.
698
699* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
700 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
701 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
702 :class:`~email.message.Message` object and can optionally obtain the
703 *from_addr* and *to_addrs* addresses directly from the object.
704
Raymond Hettinger0358a172010-12-15 19:00:38 +0000705(Proposed and implemented by R. David Murray, :issue:`4661` and :issue:`10321`.)
706
Raymond Hettinger6046e222010-12-16 00:21:08 +0000707elementtree
708-----------
709
Georg Brandl5d53fdd2010-12-18 11:58:12 +0000710The :mod:`xml.etree.ElementTree` package and its :mod:`xml.etree.cElementTree`
Raymond Hettinger6046e222010-12-16 00:21:08 +0000711counterpart have been updated to version 1.3.
712
713Several new and useful functions and methods have been added:
714
715* :func:`xml.etree.ElementTree.fromstringlist` which builds an XML document
716 from a sequence of fragments
717* :func:`xml.etree.ElementTree.register_namespace` for registering a global
718 namespace prefix
719* :func:`xml.etree.ElementTree.tostringlist` for string representation
720 including all sublists
721* :meth:`xml.etree.ElementTree.Element.extend` for appending a sequence of zero
722 or more elements
723* :meth:`xml.etree.ElementTree.Element.iterfind` searches an element and
724 subelements
725* :meth:`xml.etree.ElementTree.Element.itertext` creates a text iterator over
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000726 an element and its subelements
Raymond Hettinger6046e222010-12-16 00:21:08 +0000727* :meth:`xml.etree.ElementTree.TreeBuilder.end` closes the current element
728* :meth:`xml.etree.ElementTree.TreeBuilder.doctype` handles a doctype
729 declaration
730
731Two methods have been deprecated:
732
733* :meth:`xml.etree.ElementTree.getchildren` use ``list(elem)`` instead.
734* :meth:`xml.etree.ElementTree.getiterator` use ``Element.iter`` instead.
735
736For details of the update, see `Introducing ElementTree
737<http://effbot.org/zone/elementtree-13-intro.htm>`_ on Fredrik Lundh's website.
738
Antoine Pitrou12de8ac2010-12-16 13:33:56 +0000739(Contributed by Florent Xicluna and Fredrik Lundh, :issue:`6472`.)
Raymond Hettinger0358a172010-12-15 19:00:38 +0000740
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000741functools
742---------
743
Éric Araujo4234ad42010-09-05 17:32:25 +0000744* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000745 calls. :func:`functools.lru_cache` can save repeated queries to an external
746 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000747
Raymond Hettinger86f96132010-08-06 23:23:49 +0000748 For example, adding a caching decorator to a database query function can save
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000749 database accesses for popular searches:
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000750
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000751 >>> import functools
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000752 >>> @functools.lru_cache(maxsize=300)
753 >>> def get_phone_number(name):
754 c = conn.cursor()
755 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
756 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000757
Georg Brandlda0a2112010-09-05 11:28:33 +0000758 >>> for name in user_requests:
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000759 get_phone_number(name) # cached lookup
Raymond Hettinger7496b412010-11-30 19:15:45 +0000760
761 To help with choosing an effective cache size, the wrapped function is
762 instrumented for tracking cache statistics:
763
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000764 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000765 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000766
Raymond Hettingerf3098282010-08-15 03:30:45 +0000767 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000768 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000769
Georg Brandlda0a2112010-09-05 11:28:33 +0000770 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000771
Raymond Hettinger4a8f50a2011-02-17 19:05:53 +0000772 (Contributed by Raymond Hettinger and incorporating design ideas from Jim
773 Baker, Miki Tebeka, and Nick Coghlan; see `recipe 498245
774 <http://code.activestate.com/recipes/498245>`_\, `recipe 577479
775 <http://code.activestate.com/recipes/577479>`_\, :issue:`10586`, and
776 :issue:`10593`.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000777
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000778* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
779 pointing to the original callable function. This allows wrapped functions to
780 be introspected. It also copies :attr:`__annotations__` if defined. And now
781 it also gracefully skips over missing attributes such as :attr:`__doc__` which
Raymond Hettinger5eb63902010-12-09 23:43:34 +0000782 might not be defined for the wrapped callable.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000783
Raymond Hettinger7a168d92011-01-21 04:59:00 +0000784 In the above example, the cache can be removed by recovering the original
785 function:
786
787 >>> get_phone_number = get_phone_number.__wrapped__ # uncached function
788
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000789 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
790 :issue:`8814`.)
791
Raymond Hettinger6046e222010-12-16 00:21:08 +0000792* To help write classes with rich comparison methods, a new decorator
793 :func:`functools.total_ordering` will use a existing equality and inequality
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000794 methods to fill in the remaining methods.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000795
796 For example, supplying *__eq__* and *__lt__* will enable
797 :func:`~functools.total_ordering` to fill-in *__le__*, *__gt__* and *__ge__*::
798
799 @total_ordering
800 class Student:
801 def __eq__(self, other):
802 return ((self.lastname.lower(), self.firstname.lower()) ==
803 (other.lastname.lower(), other.firstname.lower()))
804 def __lt__(self, other):
805 return ((self.lastname.lower(), self.firstname.lower()) <
806 (other.lastname.lower(), other.firstname.lower()))
807
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000808 With the *total_ordering* decorator, the remaining comparison methods
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000809 are filled in automatically.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000810
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000811 (Contributed by Raymond Hettinger.)
Raymond Hettingerf35a34c2010-12-22 09:11:54 +0000812
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000813* To aid in porting programs from Python 2, the :func:`functools.cmp_to_key`
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000814 function converts an old-style comparison function to
Raymond Hettinger6046e222010-12-16 00:21:08 +0000815 modern :term:`key function`:
816
817 >>> # locale-aware sort order
818 >>> sorted(iterable, key=cmp_to_key(locale.strcoll))
819
820 For sorting examples and a brief sorting tutorial, see the `Sorting HowTo
821 <http://wiki.python.org/moin/HowTo/Sorting/>`_ tutorial.
822
823 (Contributed by Raymond Hettinger.)
824
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000825itertools
826---------
827
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000828* The :mod:`itertools` module has a new :func:`~itertools.accumulate` function
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000829 modeled on APL's *scan* operator and Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000830
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000831 >>> from itertools import accumulate
Raymond Hettinger44efc652011-02-14 18:18:49 +0000832 >>> list(accumulate([8, 2, 50]))
Raymond Hettinger6e353942010-12-04 23:42:12 +0000833 [8, 10, 60]
834
835 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
836 >>> list(accumulate(prob_dist)) # cumulative probability distribution
837 [0.1, 0.5, 0.7, 1.0]
838
839 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
840 the random module <random-examples>`.
841
842 (Contributed by Raymond Hettinger and incorporating design suggestions
843 from Mark Dickinson.)
844
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000845collections
846-----------
847
Raymond Hettinger792c0762010-12-09 16:41:54 +0000848* The :class:`collections.Counter` class now has two forms of in-place
849 subtraction, the existing *-=* operator for `saturating subtraction
850 <http://en.wikipedia.org/wiki/Saturation_arithmetic>`_ and the new
851 :meth:`~collections.Counter.subtract` method for regular subtraction. The
852 former is suitable for `multisets <http://en.wikipedia.org/wiki/Multiset>`_
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000853 which only have positive counts, and the latter is more suitable for use cases
Raymond Hettinger792c0762010-12-09 16:41:54 +0000854 that allow negative counts:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000855
Raymond Hettinger792c0762010-12-09 16:41:54 +0000856 >>> tally = Counter(dogs=5, cat=3)
857 >>> tally -= Counter(dogs=2, cats=8) # saturating subtraction
858 >>> tally
859 Counter({'dogs': 3})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000860
Raymond Hettinger792c0762010-12-09 16:41:54 +0000861 >>> tally = Counter(dogs=5, cats=3)
862 >>> tally.subtract(dogs=2, cats=8) # regular subtraction
863 >>> tally
864 Counter({'dogs': 3, 'cats': -5})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000865
Raymond Hettinger792c0762010-12-09 16:41:54 +0000866 (Contributed by Raymond Hettinger.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000867
Raymond Hettingere0a96002010-12-15 17:54:13 +0000868* The :class:`collections.OrderedDict` class has a new method
869 :meth:`~collections.OrderedDict.move_to_end` which takes an existing key and
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000870 moves it to either the first or last position in the ordered sequence.
871
872 The default is to move an item to the last position. This is equivalent of
873 renewing an entry with ``od[k] = od.pop(k)``.
874
875 A fast move-to-end operation is useful for resequencing entries. For example,
Raymond Hettinger00db6aa2011-01-20 09:47:04 +0000876 an ordered dictionary can be used to track order of access by aging entries
877 from the oldest to the most recently accessed.
Raymond Hettingere0a96002010-12-15 17:54:13 +0000878
879 >>> d = OrderedDict.fromkeys(['a', 'b', 'X', 'd', 'e'])
880 >>> list(d)
881 ['a', 'b', 'X', 'd', 'e']
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000882 >>> d.move_to_end('X')
Raymond Hettingere0a96002010-12-15 17:54:13 +0000883 >>> list(d)
884 ['a', 'b', 'd', 'e', 'X']
Raymond Hettingere0a96002010-12-15 17:54:13 +0000885
Raymond Hettinger6046e222010-12-16 00:21:08 +0000886 (Contributed by Raymond Hettinger.)
887
Raymond Hettinger7ec790d2011-01-18 00:19:30 +0000888* The :class:`collections.deque` class grew two new methods
889 :meth:`~collections.deque.count` and :meth:`~collections.deque.reverse` that
890 make them more substitutable for :class:`list` objects:
Raymond Hettinger6046e222010-12-16 00:21:08 +0000891
892 >>> d = deque('simsalabim')
893 >>> d.count('s')
894 2
895 >>> d.reverse()
896 >>> d
897 deque(['m', 'i', 'b', 'a', 'l', 'a', 's', 'm', 'i', 's'])
898
899 (Contributed by Raymond Hettinger.)
900
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000901threading
902---------
903
904The :mod:`threading` module has a new :class:`~threading.Barrier`
905synchronization class for making multiple threads wait until all of them have
906reached a common barrier point. Barriers are useful for making sure that a task
907with multiple preconditions does not run until all of the predecessor tasks are
908complete.
909
910Barriers can work with an arbitrary number of threads. This is a generalization
911of a `Rendezvous <http://en.wikipedia.org/wiki/Synchronous_rendezvous>`_ which
912is defined for only two threads.
913
Raymond Hettinger15b47c52011-01-17 21:05:07 +0000914Implemented as a two-phase cyclic barrier, :class:`~threading.Barrier` objects
915are suitable for use in loops. The separate *filling* and *draining* phases
Raymond Hettingere0f1f322011-01-18 21:14:27 +0000916assure that all threads get released (drained) before any one of them can loop
917back and re-enter the barrier. The barrier fully resets after each cycle.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000918
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000919Example of using barriers::
920
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000921 from threading import Barrier, Thread
922
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000923 def get_votes(site):
924 ballots = conduct_election(site)
925 all_polls_closed.wait() # do not count until all polls are closed
Raymond Hettinger97673652011-01-11 21:13:26 +0000926 totals = summarize(ballots)
927 publish(site, totals)
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000928
929 all_polls_closed = Barrier(len(sites))
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000930 for site in sites:
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000931 Thread(target=get_votes, args=(site,)).start()
932
933In this example, the barrier enforces a rule that votes cannot be counted at any
934polling site until all polls are closed. Notice how a solution with a barrier
935is similar to one with :meth:`threading.Thread.join`, but the threads stay alive
936and continue to do work (summarizing ballots) after the barrier point is
937crossed.
938
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000939If any of the predecessor tasks can hang or be delayed, a barrier can be created
940with an optional *timeout* parameter. Then if the timeout period elapses before
941all the predecessor tasks reach the barrier point, all waiting threads are
942released and a :exc:`~threading.BrokenBarrierError` exception is raised::
943
944 def get_votes(site):
945 ballots = conduct_election(site)
946 try:
947 all_polls_closed.wait(timeout = midnight - time.now())
David Malcolm49348642011-01-18 23:45:53 +0000948 except BrokenBarrierError:
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000949 lockbox = seal_ballots(ballots)
950 queue.put(lockbox)
951 else:
952 totals = summarize(ballots)
953 publish(site, totals)
954
955In this example, the barrier enforces a more robust rule. If some election
956sites do not finish before midnight, the barrier times-out and the ballots are
957sealed and deposited in a queue for later handling.
958
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000959See `Barrier Synchronization Patterns
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000960<http://parlab.eecs.berkeley.edu/wiki/_media/patterns/paraplop_g1_3.pdf>`_ for
961more examples of how barriers can be used in parallel computing. Also, there is
962a simple but thorough explanation of barriers in `The Little Book of Semaphores
963<http://greenteapress.com/semaphores/downey08semaphores.pdf>`_, *section 3.6*.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000964
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000965(Contributed by Kristján Valur Jónsson with an API review by Jeffrey Yasskin in
966:issue:`8777`.)
Raymond Hettinger6655d112011-01-11 08:49:10 +0000967
Raymond Hettinger97673652011-01-11 21:13:26 +0000968datetime and time
969-----------------
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000970
Raymond Hettinger792c0762010-12-09 16:41:54 +0000971* The :mod:`datetime` module has a new type :class:`~datetime.timezone` that
972 implements the :class:`~datetime.tzinfo` interface by returning a fixed UTC
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000973 offset and timezone name. This makes it easier to create timezone-aware
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000974 datetime objects::
Alexander Belopolsky72572312010-12-08 21:21:56 +0000975
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000976 >>> from datetime import datetime, timezone
Alexander Belopolsky72572312010-12-08 21:21:56 +0000977
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000978 >>> datetime.now(timezone.utc)
979 datetime.datetime(2010, 12, 8, 21, 4, 2, 923754, tzinfo=datetime.timezone.utc)
980
981 >>> datetime.strptime("01/01/2000 12:00 +0000", "%m/%d/%Y %H:%M %z")
982 datetime.datetime(2000, 1, 1, 12, 0, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000983
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000984* Also, :class:`~datetime.timedelta` objects can now be multiplied by
Raymond Hettinger792c0762010-12-09 16:41:54 +0000985 :class:`float` and divided by :class:`float` and :class:`int` objects.
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000986 And :class:`~datetime.timedelta` objects can now divide one another.
Raymond Hettinger792c0762010-12-09 16:41:54 +0000987
Raymond Hettingerca904be2011-01-18 00:02:40 +0000988* The :meth:`datetime.date.strftime` method is no longer restricted to years
989 after 1900. The new supported year range is from 1000 to 9999 inclusive.
Alexander Belopolsky72572312010-12-08 21:21:56 +0000990
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000991* Whenever a two-digit year is used in a time tuple, the interpretation has been
992 governed by :attr:`time.accept2dyear`. The default is *True* which means that
993 for a two-digit year, the century is guessed according to the POSIX rules
994 governing the ``%y`` strptime format.
Alexander Belopolsky9ee94de2011-01-20 19:51:31 +0000995
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000996 Starting with Py3.2, use of the century guessing heuristic will emit a
997 :exc:`DeprecationWarning`. Instead, it is recommended that
998 :attr:`time.accept2dyear` be set to *False* so that large date ranges
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +0000999 can be used without guesswork::
Raymond Hettingerf1dae312011-01-21 03:00:00 +00001000
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001001 >>> import time, warnings
1002 >>> warnings.resetwarnings() # remove the default warning filters
1003
1004 >>> time.accept2dyear = True # guess whether 11 means 11 or 2011
1005 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
1006 Warning (from warnings module):
1007 ...
1008 DeprecationWarning: Century info guessed for a 2-digit year.
1009 'Fri Jan 1 12:34:56 2011'
1010
1011 >>> time.accept2dyear = False # use the full range of allowable dates
1012 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
1013 'Fri Jan 1 12:34:56 11'
Raymond Hettingerf1dae312011-01-21 03:00:00 +00001014
1015 Several functions now have significantly expanded date ranges. When
1016 :attr:`time.accept2dyear` is false, the :func:`time.asctime` function will
1017 accept any year that fits in a C int, while the :func:`time.mktime` and
1018 :func:`time.strftime` functions will accept the full range supported by the
1019 corresponding operating system functions.
Alexander Belopolskybd96b062011-01-10 21:55:34 +00001020
Raymond Hettinger62399742011-01-30 00:55:47 +00001021(Contributed by Alexander Belopolsky and Victor Stinner in :issue:`1289118`,
1022:issue:`5094`, :issue:`6641`, :issue:`2706`, :issue:`1777412`, :issue:`8013`,
1023and :issue:`10827`.)
1024
1025.. XXX http://bugs.python.org/issue?%40search_text=datetime&%40sort=-activity
Alexander Belopolskybd96b062011-01-10 21:55:34 +00001026
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001027math
1028----
1029
Raymond Hettinger902f3202011-01-25 08:01:01 +00001030The :mod:`math` module has been updated with six new functions inspired by the
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001031C99 standard.
1032
1033The :func:`~math.isfinite` function provides a reliable and fast way to detect
1034special values. It returns *True* for regular numbers and *False* for *Nan* or
1035*Infinity*:
1036
1037>>> [isfinite(x) for x in (123, 4.56, float('Nan'), float('Inf'))]
1038[True, True, False, False]
1039
1040The :func:`~math.expm1` function computes ``e**x-1`` for small values of *x*
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001041without incurring the loss of precision that usually accompanies the subtraction
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001042of nearly equal quantities:
1043
1044>>> expm1(0.013671875) # more accurate way to compute e**x-1 for a small x
10450.013765762467652909
1046
Raymond Hettingerf9b8a192011-01-25 05:53:27 +00001047The :func:`~math.erf` function computes a probability integral or `Gaussian
Raymond Hettinger2f707c92011-01-25 06:58:01 +00001048error function <http://en.wikipedia.org/wiki/Error_function>`_. The
1049complementary error function, :func:`~math.erfc`, is ``1 - erf(x)``:
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001050
1051>>> erf(1.0/sqrt(2.0)) # portion of normal distribution within 1 standard deviation
10520.682689492137086
Raymond Hettinger2f707c92011-01-25 06:58:01 +00001053>>> erfc(1.0/sqrt(2.0)) # portion of normal distribution outside 1 standard deviation
10540.31731050786291404
1055>>> erf(1.0/sqrt(2.0)) + erfc(1.0/sqrt(2.0))
10561.0
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001057
Raymond Hettinger2c639062011-01-25 02:38:59 +00001058The :func:`~math.gamma` function is a continuous extension of the factorial
1059function. See http://en.wikipedia.org/wiki/Gamma_function for details. Because
1060the function is related to factorials, it grows large even for small values of
1061*x*, so there is also a :func:`~math.lgamma` function for computing the natural
1062logarithm of the gamma function:
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001063
1064>>> gamma(7.0) # six factorial
1065720.0
1066>>> lgamma(801.0) # log(800 factorial)
10674551.950730698041
1068
1069(Contributed by Mark Dickinson.)
1070
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001071abc
1072---
Antoine Pitrou7d49bc92010-09-15 15:13:17 +00001073
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001074The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
1075:func:`~abc.abstractstaticmethod`.
Raymond Hettingera5a35542010-12-05 00:39:18 +00001076
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001077These tools make it possible to define an :term:`abstract base class` that
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001078requires a particular :func:`classmethod` or :func:`staticmethod` to be
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001079implemented::
1080
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001081 class Temperature(metaclass=abc.ABCMeta):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001082 @abc.abstractclassmethod
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001083 def from_fahrenheit(cls, t):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001084 ...
1085 @abc.abstractclassmethod
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001086 def from_celsius(cls, t):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001087 ...
Antoine Pitrou7d49bc92010-09-15 15:13:17 +00001088
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001089(Patch submitted by Daniel Urban; :issue:`5867`.)
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001090
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001091io
1092--
1093
1094The :class:`io.BytesIO` has a new method, :meth:`~io.BytesIO.getbuffer`, which
1095provides functionality similar to :func:`memoryview`. It creates an editable
1096view of the data without making a copy. The buffer's random access and support
1097for slice notation are well-suited to in-place editing::
1098
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001099 >>> REC_LEN, LOC_START, LOC_LEN = 34, 7, 11
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001100
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001101 >>> def change_location(buffer, record_number, location):
1102 start = record_number * REC_LEN + LOC_START
1103 buffer[start: start+LOC_LEN] = location
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001104
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001105 >>> import io
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001106
1107 >>> byte_stream = io.BytesIO(
1108 b'G3805 storeroom Main chassis '
1109 b'X7899 shipping Reserve cog '
1110 b'L6988 receiving Primary sprocket'
1111 )
1112 >>> buffer = byte_stream.getbuffer()
1113 >>> change_location(buffer, 1, b'warehouse ')
1114 >>> change_location(buffer, 0, b'showroom ')
1115 >>> print(byte_stream.getvalue())
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001116 b'G3805 showroom Main chassis '
1117 b'X7899 warehouse Reserve cog '
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001118 b'L6988 receiving Primary sprocket'
1119
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001120(Contributed by Antoine Pitrou in :issue:`5506`.)
1121
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001122reprlib
1123-------
1124
1125When writing a :meth:`__repr__` method for a custom container, it is easy to
1126forget to handle the case where a member refers back to the container itself.
1127Python's builtin objects such as :class:`list` and :class:`set` handle
1128self-reference by displaying "..." in the recursive part of the representation
1129string.
1130
1131To help write such :meth:`__repr__` methods, the :mod:`reprlib` module has a new
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001132decorator, :func:`~reprlib.recursive_repr`, for detecting recursive calls to
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001133:meth:`__repr__` and substituting a placeholder string instead::
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001134
1135 >>> class MyList(list):
1136 @recursive_repr()
1137 def __repr__(self):
1138 return '<' + '|'.join(map(repr, self)) + '>'
1139
1140 >>> m = MyList('abc')
1141 >>> m.append(m)
1142 >>> m.append('x')
1143 >>> print(m)
1144 <'a'|'b'|'c'|...|'x'>
1145
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001146(Contributed by Raymond Hettinger in :issue:`9826` and :issue:`9840`.)
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001147
Raymond Hettinger9f62d742011-02-10 09:20:26 +00001148logging
1149-------
1150
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001151In addition to dictionary-based configuration described above, the
Raymond Hettinger9f62d742011-02-10 09:20:26 +00001152:mod:`logging` package has many other improvements.
1153
1154The logging documentation has been augmented by a :ref:`basic tutorial
1155<logging-basic-tutorial>`\, an :ref:`advanced tutorial
1156<logging-advanced-tutorial>`\, and a :ref:`cookbook <logging-cookbook>` of
1157logging recipes. These documents are the fastest way to learn about logging.
1158
1159The :func:`logging.basicConfig` set-up function gained a *style* argument to
1160support three different types of string formatting. It defaults to "%" for
1161traditional %-formatting, can be set to "{" for the new :meth:`str.format` style, or
1162can be set to "$" for the shell-style formatting provided by
1163:class:`string.Template`. The following three configurations are equivalent::
1164
1165 >>> from logging import basicConfig
1166 >>> basicConfig(style='%', format="%(name)s -> %(levelname)s: %(message)s")
1167 >>> basicConfig(style='{', format="{name} -> {levelname} {message}")
1168 >>> basicConfig(style='$', format="$name -> $levelname: $message")
1169
1170If no configuration is set-up before a logging event occurs, there is now a
1171default configuration using a :class:`~logging.StreamHandler` directed to
1172:attr:`sys.stderr` for events of ``WARNING`` level or higher. Formerly, an
1173event occurring before a configuration was set-up would either raise an
1174exception or silently drop the event depending on the value of
1175:attr:`logging.raiseExceptions`. The new default handler is stored in
1176:attr:`logging.lastResort`.
1177
1178The use of filters has been simplified. Instead of creating a
1179:class:`~logging.Filter` object, the predicate can be any Python callable that
1180returns *True* or *False*.
1181
1182There were a number of other improvements that add flexibility and simplify
1183configuration. See the module documentation for a full listing of changes in
1184Python 3.2.
1185
Raymond Hettinger50307b62011-01-24 01:18:30 +00001186csv
1187---
1188
1189The :mod:`csv` module now supports a new dialect, :class:`~csv.unix_dialect`,
1190which applies quoting for all fields and a traditional Unix style with ``'\n'`` as
1191the line terminator. The registered dialect name is ``unix``.
1192
1193The :class:`csv.DictWriter` has a new method,
1194:meth:`~csv.DictWriter.writeheader` for writing-out an initial row to document
1195the field names::
1196
1197 >>> import csv, sys
1198 >>> w = csv.DictWriter(sys.stdout, ['name', 'dept'], dialect='unix')
1199 >>> w.writeheader()
1200 "name","dept"
1201 >>> w.writerows([
1202 {'name': 'tom', 'dept': 'accounting'},
1203 {'name': 'susan', 'dept': 'Salesl'}])
1204 "tom","accounting"
1205 "susan","sales"
1206
1207(New dialect suggested by Jay Talbot in :issue:`5975`, and the new method
1208suggested by Ed Abraham in :issue:`1537721`.)
1209
Raymond Hettinger480ed782010-12-15 22:07:15 +00001210contextlib
1211----------
1212
1213There is a new and slightly mind-blowing tool
1214:class:`~contextlib.ContextDecorator` that is helpful for creating a
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001215:term:`context manager` that does double duty as a function decorator.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001216
1217As a convenience, this new functionality is used by
1218:func:`~contextlib.contextmanager` so that no extra effort is needed to support
1219both roles.
1220
1221The basic idea is that both context managers and function decorators can be used
1222for pre-action and post-action wrappers. Context managers wrap a group of
Raymond Hettingerc136b042011-01-18 07:15:39 +00001223statements using a :keyword:`with` statement, and function decorators wrap a
Raymond Hettinger480ed782010-12-15 22:07:15 +00001224group of statements enclosed in a function. So, occasionally there is a need to
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001225write a pre-action or post-action wrapper that can be used in either role.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001226
1227For example, it is sometimes useful to wrap functions or groups of statements
1228with a logger that can track the time of entry and time of exit. Rather than
1229writing both a function decorator and a context manager for the task, the
1230:func:`~contextlib.contextmanager` provides both capabilities in a single
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001231definition::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001232
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001233 from contextlib import contextmanager
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001234 import logging
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001235
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001236 logging.basicConfig(level=logging.INFO)
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001237
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001238 @contextmanager
1239 def track_entry_and_exit(name):
1240 logging.info('Entering: {}'.format(name))
1241 yield
1242 logging.info('Exiting: {}'.format(name))
Raymond Hettinger480ed782010-12-15 22:07:15 +00001243
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001244Formerly, this would have only been usable as a context manager::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001245
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001246 with track_entry_and_exit('widget loader'):
1247 print('Some time consuming activity goes here')
1248 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001249
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001250Now, it can be used as a decorator as well::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001251
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001252 @track_entry_and_exit('widget loader')
1253 def activity():
1254 print('Some time consuming activity goes here')
1255 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001256
1257Trying to fulfill two roles at once places some limitations on the technique.
1258Context managers normally have the flexibility to return an argument usable by
Raymond Hettingerc136b042011-01-18 07:15:39 +00001259a :keyword:`with` statement, but there is no parallel for function decorators.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001260
Raymond Hettinger9743e4f2010-12-16 02:24:12 +00001261In the above example, there is not a clean way for the *track_entry_and_exit*
Raymond Hettinger388af4b2011-01-06 20:55:29 +00001262context manager to return a logging instance for use in the body of enclosed
1263statements.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001264
1265(Contributed by Michael Foord in :issue:`9110`.)
1266
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001267decimal and fractions
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001268---------------------
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001269
1270Mark Dickinson crafted an elegant and efficient scheme for assuring that
1271different numeric datatypes will have the same hash value whenever their actual
1272values are equal (:issue:`8188`)::
1273
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001274 assert hash(Fraction(3, 2)) == hash(1.5) == \
1275 hash(Decimal("1.5")) == hash(complex(1.5, 0))
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001276
Raymond Hettingere7dfe742011-01-24 09:17:24 +00001277Some of the hashing details are exposed through a new attribute,
1278:attr:`sys.hash_info`, which describes the bit width of the hash value, the
1279prime modulus, the hash values for *infinity* and *nan*, and the multiplier
1280used for the imaginary part of a number:
1281
1282>>> sys.hash_info
1283sys.hash_info(width=64, modulus=2305843009213693951, inf=314159, nan=0, imag=1000003)
1284
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001285An early decision to limit the inter-operability of various numeric types has
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001286been relaxed. It is still unsupported (and ill-advised) to have implicit
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001287mixing in arithmetic expressions such as ``Decimal('1.1') + float('1.1')``
1288because the latter loses information in the process of constructing the binary
1289float. However, since existing floating point value can be converted losslessly
1290to either a decimal or rational representation, it makes sense to add them to
1291the constructor and to support mixed-type comparisons.
1292
Raymond Hettingerbb9686f2010-12-16 00:53:05 +00001293* The :class:`decimal.Decimal` constructor now accepts :class:`float` objects
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001294 directly so there in no longer a need to use the :meth:`~decimal.Decimal.from_float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001295 method (:issue:`8257`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001296
1297* Mixed type comparisons are now fully supported so that
1298 :class:`~decimal.Decimal` objects can be directly compared with :class:`float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001299 and :class:`fractions.Fraction` (:issue:`2531` and :issue:`8188`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001300
1301Similar changes were made to :class:`fractions.Fraction` so that the
1302:meth:`~fractions.Fraction.from_float()` and :meth:`~fractions.Fraction.from_decimal`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001303methods are no longer needed (:issue:`8294`):
1304
1305>>> Decimal(1.1)
1306Decimal('1.100000000000000088817841970012523233890533447265625')
1307>>> Fraction(1.1)
1308Fraction(2476979795053773, 2251799813685248)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001309
1310Another useful change for the :mod:`decimal` module is that the
1311:attr:`Context.clamp` attribute is now public. This is useful in creating
1312contexts that correspond to the decimal interchange formats specified in IEEE
1313754 (see :issue:`8540`).
1314
Raymond Hettinger6046e222010-12-16 00:21:08 +00001315(Contributed by Mark Dickinson and Raymond Hettinger.)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001316
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001317ftp
1318---
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001319
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001320The :class:`ftplib.FTP` class now supports the context manager protocol to
1321unconditionally consume :exc:`socket.error` exceptions and to close the FTP
1322connection when done::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +00001323
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001324 >>> from ftplib import FTP
1325 >>> with FTP("ftp1.at.proftpd.org") as ftp:
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001326 ftp.login()
1327 ftp.dir()
1328
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001329 '230 Anonymous login ok, restrictions apply.'
1330 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
1331 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
1332 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
1333 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Georg Brandlda0a2112010-09-05 11:28:33 +00001334
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001335Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
1336also grew auto-closing context managers::
1337
1338 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
1339 for line in f:
1340 process(line)
1341
1342(Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
1343by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +00001344
Antoine Pitroubcba4342011-01-16 18:29:34 +00001345The :class:`~ftplib.FTP_TLS` class now accepts a *context* parameter, which is a
1346:class:`ssl.SSLContext` object allowing bundling SSL configuration options,
Raymond Hettinger4854d142011-01-17 21:29:58 +00001347certificates and private keys into a single (potentially long-lived) structure.
Antoine Pitroubcba4342011-01-16 18:29:34 +00001348
1349(Contributed by Giampaolo Rodolà; :issue:`8806`.)
1350
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001351popen
1352-----
1353
1354The :func:`os.popen` and :func:`subprocess.Popen` functions now support
Raymond Hettingerc136b042011-01-18 07:15:39 +00001355:keyword:`with` statements for auto-closing of the file descriptors.
Georg Brandl3ad46752010-12-05 07:59:29 +00001356
Raymond Hettinger8f0ae9a2011-02-18 00:53:55 +00001357(Contributed by Antoine Pitrou and Brian Curtin in :issue:`7461` and
1358:issue:`10554`.)
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001359
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001360select
1361------
1362
1363The :mod:`select` module now exposes a new, constant attribute,
Antoine Pitroucfad97b2011-01-25 17:24:57 +00001364:attr:`~select.PIPE_BUF`, which gives the minimum number of bytes which are
1365guaranteed not to block when :func:`select.select` says a pipe is ready
1366for writing.
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001367
1368>>> import select
1369>>> select.PIPE_BUF
1370512
1371
Giampaolo Rodolàac039ae2011-01-29 13:24:33 +00001372(Available on Unix systems. Patch by Sébastien Sablé in :issue:`9862`)
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001373
Raymond Hettinger6046e222010-12-16 00:21:08 +00001374gzip and zipfile
1375----------------
Antoine Pitroucd889af2010-10-06 21:13:56 +00001376
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001377:class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
1378:term:`abstract base class` (except for ``truncate()``). It also has a
1379:meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
1380zero-padded file objects.
Raymond Hettingera0266332010-12-07 08:52:41 +00001381
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001382The :mod:`gzip` module also gains the :func:`~gzip.compress` and
1383:func:`~gzip.decompress` functions for easier in-memory compression and
Raymond Hettinger51e21072011-01-10 23:38:15 +00001384decompression. Keep in mind that text needs to be encoded as :class:`bytes`
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001385before compressing and decompressing:
Raymond Hettingera0266332010-12-07 08:52:41 +00001386
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001387>>> s = 'Three shall be the number thou shalt count, '
1388>>> s += 'and the number of the counting shall be three'
1389>>> b = s.encode() # convert to utf-8
1390>>> len(b)
139189
1392>>> c = gzip.compress(b)
1393>>> len(c)
139477
1395>>> gzip.decompress(c).decode()[:42] # decompress and convert to text
1396'Three shall be the number thou shalt count,'
Antoine Pitroucd889af2010-10-06 21:13:56 +00001397
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001398(Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
1399Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
1400:issue:`2846`.)
1401
Raymond Hettinger6046e222010-12-16 00:21:08 +00001402Also, the :class:`zipfile.ZipExtFile` class was reworked internally to represent
1403files stored inside an archive. The new implementation is significantly faster
1404and can be wrapped in a :class:`io.BufferedReader` object for more speedups. It
1405also solves an issue where interleaved calls to *read* and *readline* gave the
1406wrong results.
1407
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001408(Patch submitted by Nir Aides in :issue:`7610`.)
Raymond Hettinger6046e222010-12-16 00:21:08 +00001409
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001410tarfile
1411-------
1412
Éric Araujo85dacf72011-02-19 18:06:50 +00001413The :class:`~tarfile.TarFile` class can now be used as a context manager. In
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001414addition, its :meth:`~tarfile.TarFile.add` method has a new option, *filter*,
1415that controls which files are added to the archive and allows the file metadata
1416to be edited.
1417
1418The new *filter* option replaces the older, less flexible *exclude* parameter
1419which is now deprecated. If specified, the optional *filter* parameter needs to
1420be a :term:`keyword argument`. The user-supplied filter function accepts a
1421:class:`~tarfile.TarInfo` object and returns an updated
1422:class:`~tarfile.TarInfo` object, or if it wants the file to be excluded, the
1423function can return *None*::
1424
1425 >>> import tarfile, glob
1426
1427 >>> def myfilter(tarinfo):
1428 if tarinfo.isfile(): # only save real files
1429 tarinfo.uname = 'monty' # redact the user name
1430 return tarinfo
1431
Raymond Hettingere6f0abf2011-01-27 07:34:45 +00001432 >>> with tarfile.open(name='myarchive.tar.gz', mode='w:gz') as tf:
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001433 for filename in glob.glob('*.txt'):
1434 tf.add(filename, filter=myfilter)
1435 tf.list()
1436 -rw-r--r-- monty/501 902 2011-01-26 17:59:11 annotations.txt
1437 -rw-r--r-- monty/501 123 2011-01-26 17:59:11 general_questions.txt
1438 -rw-r--r-- monty/501 3514 2011-01-26 17:59:11 prion.txt
1439 -rw-r--r-- monty/501 124 2011-01-26 17:59:11 py_todo.txt
1440 -rw-r--r-- monty/501 1399 2011-01-26 17:59:11 semaphore_notes.txt
1441
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001442(Proposed by Tarek Ziadé and implemented by Lars Gustäbel in :issue:`6856`.)
1443
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001444hashlib
1445-------
1446
1447The :mod:`hashlib` module has two new constant attributes listing the hashing
1448algorithms guaranteed to be present in all implementations and those available
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001449on the current implementation::
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001450
1451 >>> import hashlib
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001452
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001453 >>> hashlib.algorithms_guaranteed
1454 {'sha1', 'sha224', 'sha384', 'sha256', 'sha512', 'md5'}
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001455
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001456 >>> hashlib.algorithms_available
1457 {'md2', 'SHA256', 'SHA512', 'dsaWithSHA', 'mdc2', 'SHA224', 'MD4', 'sha256',
1458 'sha512', 'ripemd160', 'SHA1', 'MDC2', 'SHA', 'SHA384', 'MD2',
1459 'ecdsa-with-SHA1','md4', 'md5', 'sha1', 'DSA-SHA', 'sha224',
1460 'dsaEncryption', 'DSA', 'RIPEMD160', 'sha', 'MD5', 'sha384'}
1461
1462(Suggested by Carl Chenet in :issue:`7418`.)
1463
Raymond Hettinger50307b62011-01-24 01:18:30 +00001464ast
1465---
1466
1467The :mod:`ast` module has a wonderful a general-purpose tool for safely
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00001468evaluating expression strings using the Python literal
Raymond Hettinger50307b62011-01-24 01:18:30 +00001469syntax. The :func:`ast.literal_eval` function serves as a secure alternative to
1470the builtin :func:`eval` function which is easily abused. Python 3.2 adds
1471:class:`bytes` and :class:`set` literals to the list of supported types:
1472strings, bytes, numbers, tuples, lists, dicts, sets, booleans, and None.
1473
1474::
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001475
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001476 >>> from ast import literal_eval
Raymond Hettinger50307b62011-01-24 01:18:30 +00001477
1478 >>> request = "{'req': 3, 'func': 'pow', 'args': (2, 0.5)}"
1479 >>> literal_eval(request)
1480 {'args': (2, 0.5), 'req': 3, 'func': 'pow'}
1481
1482 >>> request = "os.system('do something harmful')"
1483 >>> literal_eval(request)
1484 Traceback (most recent call last):
1485 ...
1486 ValueError: malformed node or string: <_ast.Call object at 0x101739a10>
1487
Éric Araujo85dacf72011-02-19 18:06:50 +00001488(Implemented by Benjamin Peterson and Georg Brandl.)
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001489
Raymond Hettinger2270d582011-01-20 09:04:39 +00001490os
1491--
1492
1493Different operating systems use various encodings for filenames and environment
1494variables. The :mod:`os` module provides two new functions,
1495:func:`~os.fsencode` and :func:`~os.fsdecode`, for encoding and decoding
1496filenames:
1497
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001498>>> filename = 'Sehenswürdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001499>>> os.fsencode(filename)
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001500b'Sehensw\xc3\xbcrdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001501
Raymond Hettingerdf07aac2011-03-25 12:41:07 -07001502Some operating systems allow direct access to encoded bytes in the
Raymond Hettinger2270d582011-01-20 09:04:39 +00001503environment. If so, the :attr:`os.supports_bytes_environ` constant will be
1504true.
1505
Raymond Hettingerdf07aac2011-03-25 12:41:07 -07001506For direct access to encoded environment variables (if available),
Raymond Hettinger2270d582011-01-20 09:04:39 +00001507use the new :func:`os.getenvb` function or use :data:`os.environb`
1508which is a bytes version of :data:`os.environ`.
1509
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001510(Contributed by Victor Stinner.)
Raymond Hettinger2270d582011-01-20 09:04:39 +00001511
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001512shutil
1513------
1514
1515The :func:`shutil.copytree` function has two new options:
Antoine Pitroud67075e2010-07-31 22:48:02 +00001516
Antoine Pitrou121a0552011-01-16 18:16:52 +00001517* *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
Raymond Hettingerc136b042011-01-18 07:15:39 +00001518 copies a file pointed to by a symlink, not the symlink itself. This option
1519 will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001520
Antoine Pitrou121a0552011-01-16 18:16:52 +00001521* *copy_function*: is a callable that will be used to copy files.
1522 :func:`shutil.copy2` is used by default.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001523
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001524(Contributed by Tarek Ziadé.)
Antoine Pitroud67075e2010-07-31 22:48:02 +00001525
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001526In addition, the :mod:`shutil` module now supports :ref:`archiving operations
1527<archiving-operations>` for zipfiles, uncompressed tarfiles, gzipped tarfiles,
1528and bzipped tarfiles. And there are functions for registering additional
1529archiving file formats (such as xz compressed tarfiles or custom formats).
1530
1531The principal functions are :func:`~shutil.make_archive` and
1532:func:`~shutil.unpack_archive`. By default, both operate on the current
1533directory (which can be set by :func:`os.chdir`) and on any sub-directories.
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001534The archive filename needs to be specified with a full pathname. The archiving
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001535step is non-destructive (the original files are left unchanged).
1536
1537::
1538
1539 >>> import shutil, pprint
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001540
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001541 >>> os.chdir('mydata') # change to the source directory
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001542 >>> f = shutil.make_archive('/var/backup/mydata',
1543 'zip') # archive the current directory
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001544 >>> f # show the name of archive
1545 '/var/backup/mydata.zip'
1546 >>> os.chdir('tmp') # change to an unpacking
1547 >>> shutil.unpack_archive('/var/backup/mydata.zip') # recover the data
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001548
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001549 >>> pprint.pprint(shutil.get_archive_formats()) # display known formats
1550 [('bztar', "bzip2'ed tar-file"),
1551 ('gztar', "gzip'ed tar-file"),
1552 ('tar', 'uncompressed tar file'),
1553 ('zip', 'ZIP file')]
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001554
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001555 >>> shutil.register_archive_format( # register a new archive format
1556 name = 'xz',
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001557 function = xz.compress, # callable archiving function
1558 extra_args = [('level', 8)], # arguments to the function
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001559 description = 'xz compression'
1560 )
1561
1562(Contributed by Tarek Ziadé.)
1563
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001564sqlite3
1565-------
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001566
Terry Reedy91638e72011-02-09 19:21:00 +00001567The :mod:`sqlite3` module was updated to pysqlite version 2.6.0. It has two new capabilities.
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001568
Raymond Hettinger0358a172010-12-15 19:00:38 +00001569* The :attr:`sqlite3.Connection.in_transit` attribute is true if there is an
1570 active transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001571
Raymond Hettinger0358a172010-12-15 19:00:38 +00001572* The :meth:`sqlite3.Connection.enable_load_extension` and
1573 :meth:`sqlite3.Connection.load_extension` methods allows you to load SQLite
1574 extensions from ".so" files. One well-known extension is the fulltext-search
1575 extension distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001576
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001577(Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
1578
Raymond Hettingera3b7a142011-01-24 05:26:00 +00001579html
1580----
1581
1582A new :mod:`html` module was introduced with only a single function,
1583:func:`~html.escape`, which is used for escaping reserved characters from HTML
1584markup:
1585
1586>>> import html
1587>>> html.escape('x > 2 && x < 7')
1588'x &gt; 2 &amp;&amp; x &lt; 7'
1589
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001590socket
1591------
1592
1593The :mod:`socket` module has two new improvements.
1594
1595* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
1596 the socket into closed state without actually closing the underlying file
1597 descriptor. The latter can then be reused for other purposes.
1598 (Added by Antoine Pitrou; :issue:`8524`.)
1599
1600* :func:`socket.create_connection` now supports the context manager protocol
1601 to unconditionally consume :exc:`socket.error` exceptions and to close the
1602 socket when done.
1603 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
1604
1605ssl
1606---
Antoine Pitroud67075e2010-07-31 22:48:02 +00001607
Raymond Hettinger4854d142011-01-17 21:29:58 +00001608The :mod:`ssl` module added a number of features to satisfy common requirements
1609for secure (encrypted, authenticated) internet connections:
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001610
Raymond Hettinger4854d142011-01-17 21:29:58 +00001611* A new class, :class:`~ssl.SSLContext`, serves as a container for persistent
1612 SSL data, such as protocol settings, certificates, private keys, and various
1613 other options. It includes a :meth:`~ssl.SSLContext.wrap_socket` for creating
1614 an SSL socket from an SSL context.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001615
Raymond Hettinger4854d142011-01-17 21:29:58 +00001616* A new function, :func:`ssl.match_hostname`, supports server identity
1617 verification for higher-level protocols by implementing the rules of HTTPS
1618 (from :rfc:`2818`) which are also suitable for other protocols.
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +00001619
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001620* The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
Raymond Hettinger4854d142011-01-17 21:29:58 +00001621 argument. The *ciphers* string lists the allowed encryption algorithms using
1622 the format described in the `OpenSSL documentation
1623 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001624
Raymond Hettinger4854d142011-01-17 21:29:58 +00001625* When linked against recent versions of OpenSSL, the :mod:`ssl` module now
1626 supports the Server Name Indication extension to the TLS protocol, allowing
1627 multiple "virtual hosts" using different certificates on a single IP port.
1628 This extension is only supported in client mode, and is activated by passing
1629 the *server_hostname* argument to :meth:`ssl.SSLContext.wrap_socket`.
Antoine Pitrou7d15a722010-11-05 22:13:55 +00001630
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001631* Various options have been added to the :mod:`ssl` module, such as
Raymond Hettinger4854d142011-01-17 21:29:58 +00001632 :data:`~ssl.OP_NO_SSLv2` which disables the insecure and obsolete SSLv2
1633 protocol.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001634
Raymond Hettinger4854d142011-01-17 21:29:58 +00001635* The extension now loads all the OpenSSL ciphers and digest algorithms. If
1636 some SSL certificates cannot be verified, they are reported as an "unknown
1637 algorithm" error.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001638
Raymond Hettinger4854d142011-01-17 21:29:58 +00001639* The version of OpenSSL being used is now accessible using the module
1640 attributes :data:`ssl.OPENSSL_VERSION` (a string),
1641 :data:`ssl.OPENSSL_VERSION_INFO` (a 5-tuple), and
1642 :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer).
1643
1644(Contributed by Antoine Pitrou in :issue:`8850`, :issue:`1589`, :issue:`8322`,
1645:issue:`5639`, :issue:`4870`, :issue:`8484`, and :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001646
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001647nntp
1648----
Raymond Hettinger070ec702010-12-10 17:45:13 +00001649
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001650The :mod:`nntplib` module has a revamped implementation with better bytes and
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001651text semantics as well as more practical APIs. These improvements break
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001652compatibility with the nntplib version in Python 3.1, which was partly
1653dysfunctional in itself.
Raymond Hettinger070ec702010-12-10 17:45:13 +00001654
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001655Support for secure connections through both implicit (using
1656:class:`nntplib.NNTP_SSL`) and explicit (using :meth:`nntplib.NNTP.starttls`)
1657TLS has also been added.
1658
1659(Contributed by Antoine Pitrou in :issue:`9360` and Andrew Vant in :issue:`1926`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001660
1661certificates
1662------------
1663
1664:class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
1665and :func:`urllib.request.urlopen` now take optional arguments to allow for
1666server certificate checking against a set of Certificate Authorities,
1667as recommended in public uses of HTTPS.
1668
1669(Added by Antoine Pitrou, :issue:`9003`.)
1670
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00001671imaplib
1672-------
1673
1674Support for explicit TLS on standard IMAP4 connections has been added through
1675the new :mod:`imaplib.IMAP4.starttls` method.
1676
1677(Contributed by Lorenzo M. Catucci and Antoine Pitrou, :issue:`4471`.)
1678
Raymond Hettinger62399742011-01-30 00:55:47 +00001679http.client
1680-----------
1681
1682There were a number of small API improvements in the :mod:`http.client` module.
1683The old-style HTTP 0.9 simple responses are no longer supported and the *strict*
1684parameter is deprecated in all classes.
1685
1686The :class:`~http.client.HTTPConnection` and
1687:class:`~http.client.HTTPSConnection` classes now have a *source_address*
1688parameter for a (host, port) tuple indicating where the HTTP connection is made
1689from.
1690
1691Support for certificate checking and HTTPS virtual hosts were added to
1692:class:`~http.client.HTTPSConnection`.
1693
1694The :meth:`~http.client.HTTPConnection.request` method on connection objects
1695allowed an optional *body* argument so that a :term:`file object` could be used
1696to supply the content of the request. Conveniently, the *body* argument now
1697also accepts an :term:`iterable` object so long as it includes an explicit
1698``Content-Length`` header. This extended interface is much more flexible than
1699before.
1700
1701To establish an HTTPS connection through a proxy server, there is a new
1702:meth:`~http.client.HTTPConnection.set_tunnel` method that sets the host and
1703port for HTTP Connect tunneling.
1704
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001705To match the behavior of :mod:`http.server`, the HTTP client library now also
Raymond Hettinger62399742011-01-30 00:55:47 +00001706encodes headers with ISO-8859-1 (Latin-1) encoding. It was already doing that
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001707for incoming headers, so now the behavior is consistent for both incoming and
Raymond Hettinger62399742011-01-30 00:55:47 +00001708outgoing traffic. (See work by Armin Ronacher in :issue:`10980`.)
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00001709
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001710unittest
1711--------
Antoine Pitrouafb078d2010-11-05 22:18:28 +00001712
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001713The unittest module has a number of improvements supporting test discovery for
1714packages, easier experimentation at the interactive prompt, new testcase
1715methods, improved diagnostic messages for test failures, and better method
1716names.
1717
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001718* The command-line call ``python -m unittest`` can now accept file paths
Raymond Hettingera0266332010-12-07 08:52:41 +00001719 instead of module names for running specific tests (:issue:`10620`). The new
1720 test discovery can find tests within packages, locating any test importable
Raymond Hettingerc136b042011-01-18 07:15:39 +00001721 from the top-level directory. The top-level directory can be specified with
Raymond Hettingera0266332010-12-07 08:52:41 +00001722 the `-t` option, a pattern for matching files with ``-p``, and a directory to
1723 start discovery with ``-s``::
1724
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001725 $ python -m unittest discover -s my_proj_dir -p _test.py
Raymond Hettingera0266332010-12-07 08:52:41 +00001726
1727 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001728
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001729* Experimentation at the interactive prompt is now easier because the
1730 :class:`unittest.case.TestCase` class can now be instantiated without
1731 arguments:
1732
1733 >>> TestCase().assertEqual(pow(2, 3), 8)
1734
1735 (Contributed by Michael Foord.)
1736
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001737* The :mod:`unittest` module has two new methods,
1738 :meth:`~unittest.TestCase.assertWarns` and
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001739 :meth:`~unittest.TestCase.assertWarnsRegex` to verify that a given warning type
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001740 is triggered by the code under test::
Antoine Pitroud3052002010-09-15 15:09:40 +00001741
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001742 with self.assertWarns(DeprecationWarning):
1743 legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001744
Antoine Pitroueec6dbf2011-01-16 18:21:12 +00001745 (Contributed by Antoine Pitrou, :issue:`9754`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001746
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001747 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001748 compare two iterables to determine if their element counts are equal (whether
1749 the same elements are present with the same number of occurrences regardless
1750 of order)::
Raymond Hettingera0266332010-12-07 08:52:41 +00001751
1752 def test_anagram(self):
1753 self.assertCountEqual('algorithm', 'logarithm')
1754
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001755 (Contributed by Raymond Hettinger.)
1756
1757* A principal feature of the unittest module is an effort to produce meaningful
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001758 diagnostics when a test fails. When possible, the failure is recorded along
Raymond Hettingera0266332010-12-07 08:52:41 +00001759 with a diff of the output. This is especially helpful for analyzing log files
1760 of failed test runs. However, since diffs can sometime be voluminous, there is
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001761 a new :attr:`~unittest.TestCase.maxDiff` attribute that sets maximum length of
1762 diffs displayed.
Raymond Hettingera0266332010-12-07 08:52:41 +00001763
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001764* In addition, the method names in the module have undergone a number of clean-ups.
1765
1766 For example, :meth:`~unittest.TestCase.assertRegex` is the new name for
Raymond Hettingera0266332010-12-07 08:52:41 +00001767 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001768 test uses :func:`re.search`, not :func:`re.match`. Other methods using
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001769 regular expressions are now named using short form "Regex" in preference to
1770 "Regexp" -- this matches the names used in other unittest implementations,
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001771 matches Python's old name for the :mod:`re` module, and it has unambiguous
1772 camel-casing.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001773
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001774 (Contributed by Raymond Hettinger and implemented by Ezio Melotti.)
1775
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001776* To improve consistency, some long-standing method aliases are being
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001777 deprecated in favor of the preferred names:
1778
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001779 =============================== ==============================
1780 Old Name Preferred Name
1781 =============================== ==============================
1782 :meth:`assert_` :meth:`.assertTrue`
1783 :meth:`assertEquals` :meth:`.assertEqual`
1784 :meth:`assertNotEquals` :meth:`.assertNotEqual`
1785 :meth:`assertAlmostEquals` :meth:`.assertAlmostEqual`
1786 :meth:`assertNotAlmostEquals` :meth:`.assertNotAlmostEqual`
1787 =============================== ==============================
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001788
1789 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001790 to be removed in Python 3.3. Also see the :ref:`deprecated-aliases` section in
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001791 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001792
1793 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001794
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001795* The :meth:`~unittest.TestCase.assertDictContainsSubset` method was deprecated
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001796 because it was misimplemented with the arguments in the wrong order. This
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001797 created hard-to-debug optical illusions where tests like
1798 ``TestCase().assertDictContainsSubset({'a':1, 'b':2}, {'a':1})`` would fail.
1799
1800 (Contributed by Raymond Hettinger.)
1801
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001802random
1803------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001804
Raymond Hettinger0358a172010-12-15 19:00:38 +00001805The integer methods in the :mod:`random` module now do a better job of producing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001806uniform distributions. Previously, they computed selections with
1807``int(n*random())`` which had a slight bias whenever *n* was not a power of two.
Raymond Hettingerc136b042011-01-18 07:15:39 +00001808Now, multiple selections are made from a range up to the next power of two and a
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001809selection is kept only when it falls within the range ``0 <= x < n``. The
1810functions and methods affected are :func:`~random.randrange`,
1811:func:`~random.randint`, :func:`~random.choice`, :func:`~random.shuffle` and
1812:func:`~random.sample`.
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001813
1814(Contributed by Raymond Hettinger; :issue:`9025`.)
1815
1816poplib
1817------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001818
Raymond Hettingered92b5a2011-02-11 00:03:03 +00001819:class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
1820:class:`ssl.SSLContext` object allowing bundling SSL configuration options,
1821certificates and private keys into a single (potentially long-lived)
1822structure.
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001823
Raymond Hettingered92b5a2011-02-11 00:03:03 +00001824(Contributed by Giampaolo Rodolà; :issue:`8807`.)
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001825
Raymond Hettingered92b5a2011-02-11 00:03:03 +00001826asyncore
1827--------
Giampaolo Rodolà977c7072010-10-04 21:08:36 +00001828
Raymond Hettingered92b5a2011-02-11 00:03:03 +00001829:class:`asyncore.dispatcher` now provides a
1830:meth:`~asyncore.dispatcher.handle_accepted()` method
1831returning a `(sock, addr)` pair which is called when a connection has actually
1832been established with a new remote endpoint. This is supposed to be used as a
1833replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
1834the user to call :meth:`~asyncore.dispatcher.accept()` directly.
1835
Raymond Hettinger44028d82011-02-11 00:08:38 +00001836(Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001837
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001838tempfile
1839--------
Raymond Hettingera0266332010-12-07 08:52:41 +00001840
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001841The :mod:`tempfile` module has a new context manager,
1842:class:`~tempfile.TemporaryDirectory` which provides easy deterministic
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001843cleanup of temporary directories::
Nick Coghlan543af752010-10-24 11:23:25 +00001844
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001845 with tempfile.TemporaryDirectory() as tmpdirname:
1846 print('created temporary dir:', tmpdirname)
Nick Coghlan543af752010-10-24 11:23:25 +00001847
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001848(Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001849
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001850inspect
1851-------
1852
Raymond Hettinger0358a172010-12-15 19:00:38 +00001853* The :mod:`inspect` module has a new function
1854 :func:`~inspect.getgeneratorstate` to easily identify the current state of a
Raymond Hettingera275c982011-01-20 04:03:19 +00001855 generator-iterator::
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001856
Raymond Hettingera275c982011-01-20 04:03:19 +00001857 >>> from inspect import getgeneratorstate
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001858 >>> def gen():
Raymond Hettingera275c982011-01-20 04:03:19 +00001859 yield 'demo'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001860 >>> g = gen()
Raymond Hettingera275c982011-01-20 04:03:19 +00001861 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001862 'GEN_CREATED'
1863 >>> next(g)
Raymond Hettingera275c982011-01-20 04:03:19 +00001864 'demo'
1865 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001866 'GEN_SUSPENDED'
Raymond Hettingera275c982011-01-20 04:03:19 +00001867 >>> next(g, None)
1868 >>> getgeneratorstate(g)
1869 'GEN_CLOSED'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001870
1871 (Contributed by Rodolpho Eckhardt and Nick Coghlan, :issue:`10220`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001872
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001873* To support lookups without the possibility of activating a dynamic attribute,
1874 the :mod:`inspect` module has a new function, :func:`~inspect.getattr_static`.
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001875 Unlike :func:`hasattr`, this is a true read-only search, guaranteed not to
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001876 change state while it is searching::
1877
1878 >>> class A:
1879 @property
1880 def f(self):
1881 print('Running')
1882 return 10
1883
1884 >>> a = A()
1885 >>> getattr(a, 'f')
1886 Running
1887 10
1888 >>> inspect.getattr_static(a, 'f')
1889 <property object at 0x1022bd788>
1890
1891 (Contributed by Michael Foord.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001892
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001893pydoc
1894-----
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001895
Raymond Hettinger89c1cd12011-01-19 04:43:45 +00001896The :mod:`pydoc` module now provides a much-improved Web server interface, as
1897well as a new command-line option ``-b`` to automatically open a browser window
1898to display that server::
1899
1900 $ pydoc3.2 -b
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001901
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001902(Contributed by Ron Adam; :issue:`2001`.)
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001903
Raymond Hettingeracff5952011-01-24 01:51:49 +00001904dis
1905---
1906
1907The :mod:`dis` module gained two new functions for inspecting code,
1908:func:`~dis.code_info` and :func:`~dis.show_code`. Both provide detailed code
1909object information for the supplied function, method, source code string or code
1910object. The former returns a string and the latter prints it::
1911
1912 >>> import dis, random
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001913 >>> dis.show_code(random.choice)
Raymond Hettingeracff5952011-01-24 01:51:49 +00001914 Name: choice
1915 Filename: /Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/random.py
1916 Argument count: 2
1917 Kw-only arguments: 0
1918 Number of locals: 3
1919 Stack size: 11
1920 Flags: OPTIMIZED, NEWLOCALS, NOFREE
1921 Constants:
1922 0: 'Choose a random element from a non-empty sequence.'
1923 1: 'Cannot choose from an empty sequence'
1924 Names:
1925 0: _randbelow
1926 1: len
1927 2: ValueError
1928 3: IndexError
1929 Variable names:
1930 0: self
1931 1: seq
1932 2: i
1933
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001934In addition, the :func:`~dis.dis` function now accepts string arguments
1935so that the common idiom ``dis(compile(s, '', 'eval'))`` can be shortened
Raymond Hettinger8cd0b382011-02-07 04:00:24 +00001936to ``dis(s)``::
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001937
1938 >>> dis('3*x+1 if x%2==1 else x//2')
1939 1 0 LOAD_NAME 0 (x)
1940 3 LOAD_CONST 0 (2)
1941 6 BINARY_MODULO
1942 7 LOAD_CONST 1 (1)
1943 10 COMPARE_OP 2 (==)
1944 13 POP_JUMP_IF_FALSE 28
1945 16 LOAD_CONST 2 (3)
1946 19 LOAD_NAME 0 (x)
1947 22 BINARY_MULTIPLY
1948 23 LOAD_CONST 1 (1)
1949 26 BINARY_ADD
1950 27 RETURN_VALUE
1951 >> 28 LOAD_NAME 0 (x)
1952 31 LOAD_CONST 0 (2)
1953 34 BINARY_FLOOR_DIVIDE
1954 35 RETURN_VALUE
1955
1956Taken together, these improvements make it easier to explore how CPython is
1957implemented and to see for yourself what the language syntax does
1958under-the-hood.
1959
Raymond Hettingeracff5952011-01-24 01:51:49 +00001960(Contributed by Nick Coghlan in :issue:`9147`.)
1961
1962dbm
1963---
1964
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00001965All database modules now support the :meth:`get` and :meth:`setdefault` methods.
Raymond Hettingeracff5952011-01-24 01:51:49 +00001966
1967(Suggested by Ray Allen in :issue:`9523`.)
1968
1969ctypes
1970------
1971
1972A new type, :class:`ctypes.c_ssize_t` represents the C :c:type:`ssize_t` datatype.
1973
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001974site
1975----
1976
1977The :mod:`site` module has three new functions useful for reporting on the
1978details of a given Python installation.
1979
1980* :func:`~site.getsitepackages` lists all global site-packages directories.
1981
1982* :func:`~site.getuserbase` reports on the user's base directory where data can
1983 be stored.
1984
1985* :func:`~site.getusersitepackages` reveals the user-specific site-packages
1986 directory path.
1987
1988::
1989
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001990 >>> import site
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001991 >>> site.getsitepackages()
1992 ['/Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/site-packages',
1993 '/Library/Frameworks/Python.framework/Versions/3.2/lib/site-python',
1994 '/Library/Python/3.2/site-packages']
1995 >>> site.getuserbase()
1996 '/Users/raymondhettinger/Library/Python/3.2'
1997 >>> site.getusersitepackages()
1998 '/Users/raymondhettinger/Library/Python/3.2/lib/python/site-packages'
1999
2000Conveniently, some of site's functionality is accessible directly from the
2001command-line::
2002
2003 $ python -m site --user-base
2004 /Users/raymondhettinger/.local
2005 $ python -m site --user-site
2006 /Users/raymondhettinger/.local/lib/python3.2/site-packages
2007
Éric Araujo85dacf72011-02-19 18:06:50 +00002008(Contributed by Tarek Ziadé in :issue:`6693`.)
Raymond Hettinger712d2b42011-01-27 06:46:54 +00002009
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002010sysconfig
2011---------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002012
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002013The new :mod:`sysconfig` module makes it straightforward to discover
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00002014installation paths and configuration variables that vary across platforms and
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002015installations.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002016
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002017The module offers access simple access functions for platform and version
2018information:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002019
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002020* :func:`~sysconfig.get_platform` returning values like *linux-i586* or
2021 *macosx-10.6-ppc*.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002022* :func:`~sysconfig.get_python_version` returns a Python version string
2023 such as "3.2".
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002024
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002025It also provides access to the paths and variables corresponding to one of
2026seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
2027*posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002028
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002029* :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
2030 for the current installation scheme.
2031* :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
2032 variables.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002033
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002034There is also a convenient command-line interface::
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002035
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002036 C:\Python32>python -m sysconfig
2037 Platform: "win32"
2038 Python version: "3.2"
2039 Current installation scheme: "nt"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002040
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002041 Paths:
2042 data = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00002043 include = "C:\Python32\Include"
2044 platinclude = "C:\Python32\Include"
2045 platlib = "C:\Python32\Lib\site-packages"
2046 platstdlib = "C:\Python32\Lib"
2047 purelib = "C:\Python32\Lib\site-packages"
2048 scripts = "C:\Python32\Scripts"
2049 stdlib = "C:\Python32\Lib"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002050
2051 Variables:
2052 BINDIR = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00002053 BINLIBDEST = "C:\Python32\Lib"
2054 EXE = ".exe"
2055 INCLUDEPY = "C:\Python32\Include"
2056 LIBDEST = "C:\Python32\Lib"
2057 SO = ".pyd"
2058 VERSION = "32"
2059 abiflags = ""
2060 base = "C:\Python32"
2061 exec_prefix = "C:\Python32"
2062 platbase = "C:\Python32"
2063 prefix = "C:\Python32"
2064 projectbase = "C:\Python32"
2065 py_version = "3.2"
2066 py_version_nodot = "32"
2067 py_version_short = "3.2"
2068 srcdir = "C:\Python32"
2069 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002070
Raymond Hettinger712d2b42011-01-27 06:46:54 +00002071(Moved out of Distutils by Tarek Ziadé.)
2072
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002073pdb
2074---
2075
2076The :mod:`pdb` debugger module gained a number of usability improvements:
Raymond Hettingerb5d79332010-12-07 02:04:56 +00002077
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002078* :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
2079 :file:`.pdbrc` script file.
2080* A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
2081 that continue debugging.
2082* The :class:`Pdb` class constructor now accepts a *nosigint* argument.
Raymond Hettinger51e21072011-01-10 23:38:15 +00002083* New commands: ``l(list)``, ``ll(long list)`` and ``source`` for
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002084 listing source code.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002085* New commands: ``display`` and ``undisplay`` for showing or hiding
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002086 the value of an expression if it has changed.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002087* New command: ``interact`` for starting an interactive interpreter containing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002088 the global and local names found in the current scope.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002089* Breakpoints can be cleared by breakpoint number.
Raymond Hettingerb5d79332010-12-07 02:04:56 +00002090
Georg Brandl101234b2010-12-18 11:53:25 +00002091(Contributed by Georg Brandl, Antonio Cuni and Ilya Sandler.)
2092
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002093configparser
2094------------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002095
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002096The :mod:`configparser` module was modified to improve usability and
2097predictability of the default parser and its supported INI syntax. The old
2098:class:`ConfigParser` class was removed in favor of :class:`SafeConfigParser`
Raymond Hettinger04129742010-12-18 10:57:50 +00002099which has in turn been renamed to :class:`~configparser.ConfigParser`. Support
2100for inline comments is now turned off by default and section or option
2101duplicates are not allowed in a single configuration source.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002102
2103Config parsers gained a new API based on the mapping protocol::
2104
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002105 >>> parser = ConfigParser()
2106 >>> parser.read_string("""
2107 [DEFAULT]
2108 location = upper left
2109 visible = yes
2110 editable = no
2111 color = blue
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002112
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002113 [main]
2114 title = Main Menu
2115 color = green
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002116
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002117 [options]
2118 title = Options
2119 """)
2120 >>> parser['main']['color']
2121 'green'
2122 >>> parser['main']['editable']
2123 'no'
2124 >>> section = parser['options']
2125 >>> section['title']
2126 'Options'
2127 >>> section['title'] = 'Options (editable: %(editable)s)'
2128 >>> section['title']
2129 'Options (editable: no)'
2130
2131The new API is implemented on top of the classical API, so custom parser
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002132subclasses should be able to use it without modifications.
2133
2134The INI file structure accepted by config parsers can now be customized. Users
Raymond Hettinger04129742010-12-18 10:57:50 +00002135can specify alternative option/value delimiters and comment prefixes, change the
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002136name of the *DEFAULT* section or switch the interpolation syntax.
2137
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002138There is support for pluggable interpolation including an additional interpolation
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002139handler :class:`~configparser.ExtendedInterpolation`::
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002140
2141 >>> parser = ConfigParser(interpolation=ExtendedInterpolation())
2142 >>> parser.read_dict({'buildout': {'directory': '/home/ambv/zope9'},
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002143 'custom': {'prefix': '/usr/local'}})
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002144 >>> parser.read_string("""
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002145 [buildout]
2146 parts =
2147 zope9
2148 instance
2149 find-links =
2150 ${buildout:directory}/downloads/dist
2151
2152 [zope9]
2153 recipe = plone.recipe.zope9install
2154 location = /opt/zope
2155
2156 [instance]
2157 recipe = plone.recipe.zope9instance
2158 zope9-location = ${zope9:location}
2159 zope-conf = ${custom:prefix}/etc/zope.conf
2160 """)
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002161 >>> parser['buildout']['find-links']
2162 '\n/home/ambv/zope9/downloads/dist'
2163 >>> parser['instance']['zope-conf']
2164 '/usr/local/etc/zope.conf'
2165 >>> instance = parser['instance']
2166 >>> instance['zope-conf']
2167 '/usr/local/etc/zope.conf'
2168 >>> instance['zope9-location']
2169 '/opt/zope'
2170
2171A number of smaller features were also introduced, like support for specifying
Raymond Hettinger04129742010-12-18 10:57:50 +00002172encoding in read operations, specifying fallback values for get-functions, or
2173reading directly from dictionaries and strings.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002174
2175(All changes contributed by Łukasz Langa.)
2176
Raymond Hettinger9f62d742011-02-10 09:20:26 +00002177.. XXX consider showing a difflib example
Eli Benderskye2ae8072011-01-31 04:21:40 +00002178
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002179urllib.parse
2180------------
2181
2182A number of usability improvements were made for the :mod:`urllib.parse` module.
2183
2184The :func:`~urllib.parse.urlparse` function now supports `IPv6
2185<http://en.wikipedia.org/wiki/IPv6>`_ addresses as described in :rfc:`2732`:
2186
2187 >>> import urllib.parse
2188 >>> urllib.parse.urlparse('http://[dead:beef:cafe:5417:affe:8FA3:deaf:feed]/foo/')
2189 ParseResult(scheme='http',
2190 netloc='[dead:beef:cafe:5417:affe:8FA3:deaf:feed]',
2191 path='/foo/',
2192 params='',
2193 query='',
2194 fragment='')
2195
2196The :func:`~urllib.parse.urldefrag` function now returns a :term:`named tuple`::
2197
2198 >>> r = urllib.parse.urldefrag('http://python.org/about/#target')
2199 >>> r
2200 DefragResult(url='http://python.org/about/', fragment='target')
2201 >>> r[0]
Éric Araujoe0e824d2011-02-19 18:46:02 +00002202 'http://python.org/about/'
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002203 >>> r.fragment
2204 'target'
2205
2206And, the :func:`~urllib.parse.urlencode` function is now much more flexible,
2207accepting either a string or bytes type for the *query* argument. If it is a
2208string, then the *safe*, *encoding*, and *error* parameters are sent to
2209:func:`~urllib.parse.quote_plus` for encoding::
2210
2211 >>> urllib.parse.urlencode([
2212 ('type', 'telenovela'),
2213 ('name', '¿Dónde Está Elisa?')],
2214 encoding='latin-1')
2215 'type=telenovela&name=%BFD%F3nde+Est%E1+Elisa%3F'
2216
Georg Brandl009a6bd2011-01-24 19:59:08 +00002217As detailed in :ref:`parsing-ascii-encoded-bytes`, all the :mod:`urllib.parse`
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002218functions now accept ASCII-encoded byte strings as input, so long as they are
2219not mixed with regular strings. If ASCII-encoded byte strings are given as
2220parameters, the return types will also be an ASCII-encoded byte strings:
2221
2222 >>> urllib.parse.urlparse(b'http://www.python.org:80/about/')
2223 ParseResultBytes(scheme=b'http', netloc=b'www.python.org:80',
2224 path=b'/about/', params=b'', query=b'', fragment=b'')
2225
2226(Work by Nick Coghlan, Dan Mahn, and Senthil Kumaran in :issue:`2987`,
2227:issue:`5468`, and :issue:`9873`.)
2228
Raymond Hettinger994d3802011-01-30 07:56:03 +00002229mailbox
2230-------
2231
2232Thanks to a concerted effort by R. David Murray, the :mod:`mailbox` module has
2233been fixed for Python 3.2. The challenge was that mailbox had been originally
2234designed with a text interface, but email messages are best represented with
2235:class:`bytes` because various parts of a message may have different encodings.
2236
2237The solution harnessed the :mod:`email` package's binary support for parsing
2238arbitrary email messages. In addition, the solution required a number of API
2239changes.
2240
2241As expected, the :meth:`~mailbox.Mailbox.add` method for
2242:class:`mailbox.Mailbox` objects now accepts binary input.
2243
2244:class:`~io.StringIO` and text file input are deprecated. Also, string input
2245will fail early if non-ASCII characters are used. Previously it would fail when
2246the email was processed in a later step.
2247
2248There is also support for binary output. The :meth:`~mailbox.Mailbox.get_file`
2249method now returns a file in the binary mode (where it used to incorrectly set
2250the file to text-mode). There is also a new :meth:`~mailbox.Mailbox.get_bytes`
2251method that returns a :class:`bytes` representation of a message corresponding
2252to a given *key*.
2253
Raymond Hettingerce227e32011-01-30 08:20:37 +00002254It is still possible to get non-binary output using the old API's
2255:meth:`~mailbox.Mailbox.get_string` method, but that approach
2256is not very useful. Instead, it is best to extract messages from
2257a :class:`~mailbox.Message` object or to load them from binary input.
2258
2259(Contributed by R. David Murray, with efforts from Steffen Daode Nurpmeso and an
2260initial patch by Victor Stinner in :issue:`9124`.)
Raymond Hettinger994d3802011-01-30 07:56:03 +00002261
Raymond Hettinger2f707c92011-01-25 06:58:01 +00002262turtledemo
2263----------
2264
2265The demonstration code for the :mod:`turtle` module was moved from the *Demo*
2266directory to main library. It includes over a dozen sample scripts with
2267lively displays. Being on :attr:`sys.path`, it can now be run directly
2268from the command-line::
2269
2270 $ python -m turtledemo
2271
Raymond Hettinger712d2b42011-01-27 06:46:54 +00002272(Moved from the Demo directory by Alexander Belopolsky in :issue:`10199`.)
Raymond Hettinger3df46212011-01-06 02:01:26 +00002273
Antoine Pitroud42bc512009-11-10 23:18:31 +00002274Multi-threading
2275===============
2276
Georg Brandlda0a2112010-09-05 11:28:33 +00002277* The mechanism for serializing execution of concurrently running Python threads
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002278 (generally known as the :term:`GIL` or :term:`Global Interpreter Lock`) has
2279 been rewritten. Among the objectives were more predictable switching
2280 intervals and reduced overhead due to lock contention and the number of
2281 ensuing system calls. The notion of a "check interval" to allow thread
2282 switches has been abandoned and replaced by an absolute duration expressed in
2283 seconds. This parameter is tunable through :func:`sys.setswitchinterval()`.
2284 It currently defaults to 5 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +00002285
2286 Additional details about the implementation can be read from a `python-dev
2287 mailing-list message
2288 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +00002289 (however, "priority requests" as exposed in this message have not been kept
2290 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +00002291
Georg Brandl5e73a812010-04-22 07:02:51 +00002292 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +00002293
Georg Brandlda0a2112010-09-05 11:28:33 +00002294* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002295 :meth:`~threading.Lock.acquire` method. (Contributed by Antoine Pitrou;
2296 :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00002297
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002298* Similarly, :meth:`threading.Semaphore.acquire` also gained a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +00002299 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +00002300
Antoine Pitrou810023d2010-12-15 22:59:16 +00002301* Regular and recursive lock acquisitions can now be interrupted by signals on
Raymond Hettingerc136b042011-01-18 07:15:39 +00002302 platforms using Pthreads. This means that Python programs that deadlock while
Antoine Pitrou810023d2010-12-15 22:59:16 +00002303 acquiring locks can be successfully killed by repeatedly sending SIGINT to the
Georg Brandleebb2522010-12-18 12:01:15 +00002304 process (by pressing :kbd:`Ctrl+C` in most shells).
Antoine Pitrou810023d2010-12-15 22:59:16 +00002305 (Contributed by Reid Kleckner; :issue:`8844`.)
2306
Antoine Pitroud42bc512009-11-10 23:18:31 +00002307
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002308Optimizations
2309=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002310
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002311A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002312
Antoine Pitroud3052002010-09-15 15:09:40 +00002313* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002314 being a test for membership in a set of constants. The optimizer recasts the
2315 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
2316
2317 Now that the speed penalty is gone, it is practical to start writing
2318 membership tests using set-notation. This style is both semantically clear
2319 and operationally fast::
2320
2321 extension = name.rpartition('.')[2]
2322 if extension in {'xml', 'html', 'xhtml', 'css'}:
2323 handle(name)
2324
Raymond Hettingerc136b042011-01-18 07:15:39 +00002325 (Patch and additional tests contributed by Dave Malcolm; :issue:`6690`).
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002326
Antoine Pitroud3052002010-09-15 15:09:40 +00002327* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002328 several times faster.
2329
2330 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00002331 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00002332
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002333* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
Raymond Hettingerffad35e2010-12-14 21:12:03 +00002334 :meth:`list.sort` and :func:`sorted` now runs faster and uses less memory
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002335 when called with a :term:`key function`. Previously, every element of
2336 a list was wrapped with a temporary object that remembered the key value
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002337 associated with each element. Now, two arrays of keys and values are
Raymond Hettingerc136b042011-01-18 07:15:39 +00002338 sorted in parallel. This saves the memory consumed by the sort wrappers,
2339 and it saves time lost to delegating comparisons.
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002340
Raymond Hettingereb70b902011-01-10 21:26:49 +00002341 (Patch by Daniel Stutzbach in :issue:`9915`.)
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002342
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002343* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00002344 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002345 now uses the C speedups when the ``sort_keys`` argument is true.
2346
2347 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
2348 Antoine Pitrou in :issue:`10314`.)
2349
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002350* Recursive locks (created with the :func:`threading.RLock` API) now benefit
2351 from a C implementation which makes them as fast as regular locks, and between
2352 10x and 15x faster than their previous pure Python implementation.
2353
2354 (Contributed by Antoine Pitrou; :issue:`3001`.)
2355
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002356* The fast-search algorithm in stringlib is now used by the :meth:`split`,
2357 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
2358 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
2359 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
2360 :meth:`rpartition`.
2361
2362 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
2363
Raymond Hettinger480ed782010-12-15 22:07:15 +00002364
2365* String to integer conversions now work two "digits" at a time, reducing the
2366 number of division and modulo operations.
2367
2368 (:issue:`6713` by Gawain Bolton, Mark Dickinson, and Victor Stinner.)
2369
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002370There were several other minor optimizations. Set differencing now runs faster
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002371when one operand is much larger than the other (patch by Andress Bennetts in
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002372:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
2373(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
2374has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
Raymond Hettinger2cef9492011-02-21 17:54:36 +00002375:func:`operator.attrgetter` function has been sped-up (:issue:`10160` by
2376Christos Georgiou). And :class:`ConfigParser` loads multi-line arguments a bit
2377faster (:issue:`7113` by Łukasz Langa).
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002378
Antoine Pitroud3052002010-09-15 15:09:40 +00002379
Victor Stinner47ce9652010-10-29 00:57:35 +00002380Unicode
2381=======
Victor Stinner94908bb2010-08-18 21:23:25 +00002382
Raymond Hettinger2270d582011-01-20 09:04:39 +00002383Python has been updated to `Unicode 6.0.0
2384<http://unicode.org/versions/Unicode6.0.0/>`_. The update to the standard adds
2385over 2,000 new characters including `emoji <http://en.wikipedia.org/wiki/Emoji>`_
2386symbols which are important for mobile phones.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002387
Raymond Hettinger2270d582011-01-20 09:04:39 +00002388In addition, the updated standard has altered the character properties for two
2389Kannada characters (U+0CF1, U+0CF2) and one New Tai Lue numeric character
2390(U+19DA), making the former eligible for use in identifiers while disqualifying
2391the latter. For more information, see `Unicode Character Database Changes
2392<http://www.unicode.org/versions/Unicode6.0.0/#Database_Changes>`_.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002393
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002394
Raymond Hettinger2270d582011-01-20 09:04:39 +00002395Codecs
2396======
Raymond Hettingerc74d5182010-12-02 01:38:25 +00002397
Raymond Hettinger2270d582011-01-20 09:04:39 +00002398Support was added for *cp720* Arabic DOS encoding (:issue:`1616979`).
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00002399
Raymond Hettinger2270d582011-01-20 09:04:39 +00002400MBCS encoding no longer ignores the error handler argument. In the default
2401strict mode, it raises an :exc:`UnicodeDecodeError` when it encounters an
2402undecodable byte sequence and an :exc:`UnicodeEncodeError` for an unencodable
2403character.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002404
Raymond Hettinger2270d582011-01-20 09:04:39 +00002405The MBCS codec supports ``'strict'`` and ``'ignore'`` error handlers for
2406decoding, and ``'strict'`` and ``'replace'`` for encoding.
Victor Stinnere8d51452010-08-19 01:05:19 +00002407
Raymond Hettinger2270d582011-01-20 09:04:39 +00002408To emulate Python3.1 MBCS encoding, select the ``'ignore'`` handler for decoding
2409and the ``'replace'`` handler for encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00002410
Raymond Hettinger2e042d32011-01-21 09:18:19 +00002411On Mac OS X, Python decodes command line arguments with ``'utf-8'`` rather than
Raymond Hettinger2270d582011-01-20 09:04:39 +00002412the locale encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00002413
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002414By default, :mod:`tarfile` uses ``'utf-8'`` encoding on Windows (instead of
2415``'mbcs'``) and the ``'surrogateescape'`` error handler on all operating
2416systems.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002417
Victor Stinner94908bb2010-08-18 21:23:25 +00002418
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002419Documentation
2420=============
2421
2422The documentation continues to be improved.
2423
Raymond Hettinger08d42932011-01-29 08:51:57 +00002424* A table of quick links has been added to the top of lengthy sections such as
2425 :ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
2426 accompanied by tables of cheatsheet-style summaries to provide an overview and
2427 memory jog without having to read all of the docs.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002428
Raymond Hettinger08d42932011-01-29 08:51:57 +00002429* In some cases, the pure Python source code can be a helpful adjunct to the
2430 documentation, so now many modules now feature quick links to the latest
2431 version of the source code. For example, the :mod:`functools` module
2432 documentation has a quick link at the top labeled:
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002433
Raymond Hettinger08d42932011-01-29 08:51:57 +00002434 **Source code** :source:`Lib/functools.py`.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002435
Raymond Hettinger08d42932011-01-29 08:51:57 +00002436 (Contributed by Raymond Hettinger; see
2437 `rationale <http://rhettinger.wordpress.com/2011/01/28/open-your-source-more/>`_.)
Raymond Hettinger677e10a2010-12-07 06:45:30 +00002438
Raymond Hettinger08d42932011-01-29 08:51:57 +00002439* The docs now contain more examples and recipes. In particular, :mod:`re`
2440 module has an extensive section, :ref:`re-examples`. Likewise, the
2441 :mod:`itertools` module continues to be updated with new
2442 :ref:`itertools-recipes`.
2443
2444* The :mod:`datetime` module now has an auxiliary implementation in pure Python.
2445 No functionality was changed. This just provides an easier-to-read alternate
2446 implementation.
2447
2448 (Contributed by Alexander Belopolsky in :issue:`9528`.)
2449
2450* The unmaintained :file:`Demo` directory has been removed. Some demos were
2451 integrated into the documentation, some were moved to the :file:`Tools/demo`
2452 directory, and others were removed altogether.
2453
2454 (Contributed by Georg Brandl in :issue:`7962`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002455
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002456
2457IDLE
2458====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002459
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002460* The format menu now has an option to clean source files by stripping
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002461 trailing whitespace.
2462
2463 (Contributed by Raymond Hettinger; :issue:`5150`.)
2464
2465* IDLE on Mac OS X now works with both Carbon AquaTk and Cocoa AquaTk.
2466
2467 (Contributed by Kevin Walzer, Ned Deily, and Ronald Oussoren; :issue:`6075`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002468
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002469Code Repository
2470===============
2471
2472In addition to the existing Subversion code repository at http://svn.python.org
2473there is now a `Mercurial <http://mercurial.selenic.com/>`_ repository at
2474http://hg.python.org/ .
2475
2476After the 3.2 release, there are plans to switch to Mercurial as the primary
2477repository. This distributed version control system should make it easier for
2478members of the community to create and share external changesets. See
2479:pep:`385` for details.
2480
2481To learn to use the new version control system, see the `tutorial by Joel
Raymond Hettinger2f707c92011-01-25 06:58:01 +00002482Spolsky <http://hginit.com>`_ or the `Guide to Mercurial Workflows
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002483<http://mercurial.selenic.com/guide/>`_.
2484
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002485
2486Build and C API Changes
2487=======================
2488
2489Changes to Python's build process and to the C API include:
2490
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002491* The *idle*, *pydoc* and *2to3* scripts are now installed with a
2492 version-specific suffix on ``make altinstall`` (:issue:`10679`).
2493
Georg Brandlda0a2112010-09-05 11:28:33 +00002494* The C functions that access the Unicode Database now accept and return
2495 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002496 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00002497 in Python is that :func:`unicodedata.numeric` now returns the correct value
2498 for large code points, and :func:`repr` may consider more characters as
2499 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002500
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002501 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
2502
Georg Brandlda0a2112010-09-05 11:28:33 +00002503* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00002504 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00002505 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002506
Georg Brandlda0a2112010-09-05 11:28:33 +00002507 (Contributed by Antoine Pitrou; :issue:`9203`.)
2508
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00002509* The option ``--with-wctype-functions`` was removed. The built-in unicode
2510 database is now used for all functions.
2511
2512 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
2513
Raymond Hettinger480ed782010-12-15 22:07:15 +00002514* Hash values are now values of a new type, :c:type:`Py_hash_t`, which is
2515 defined to be the same size as a pointer. Previously they were of type long,
2516 which on some 64-bit operating systems is still only 32 bits long. As a
2517 result of this fix, :class:`set` and :class:`dict` can now hold more than
2518 ``2**32`` entries on builds with 64-bit pointers (previously, they could grow
2519 to that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00002520
Raymond Hettinger480ed782010-12-15 22:07:15 +00002521 (Suggested by Raymond Hettinger and implemented by Benjamin Peterson;
2522 :issue:`9778`.)
2523
2524* A new macro :c:macro:`Py_VA_COPY` copies the state of the variable argument
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002525 list. It is equivalent to C99 *va_copy* but available on all Python platforms
Raymond Hettinger480ed782010-12-15 22:07:15 +00002526 (:issue:`2443`).
2527
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002528* A new C API function :c:func:`PySys_SetArgvEx` allows an embedded interpreter
2529 to set :attr:`sys.argv` without also modifying :attr:`sys.path`
Raymond Hettinger480ed782010-12-15 22:07:15 +00002530 (:issue:`5753`).
2531
2532* :c:macro:`PyEval_CallObject` is now only available in macro form. The
2533 function declaration, which was kept for backwards compatibility reasons, is
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002534 now removed -- the macro was introduced in 1997 (:issue:`8276`).
Raymond Hettinger480ed782010-12-15 22:07:15 +00002535
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002536* There is a new function :c:func:`PyLong_AsLongLongAndOverflow` which
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002537 is analogous to :c:func:`PyLong_AsLongAndOverflow`. They both serve to
Raymond Hettinger480ed782010-12-15 22:07:15 +00002538 convert Python :class:`int` into a native fixed-width type while providing
2539 detection of cases where the conversion won't fit (:issue:`7767`).
2540
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002541* The :c:func:`PyUnicode_CompareWithASCIIString` function now returns *not
2542 equal* if the Python string is *NUL* terminated.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002543
2544* There is a new function :c:func:`PyErr_NewExceptionWithDoc` that is
2545 like :c:func:`PyErr_NewException` but allows a docstring to be specified.
2546 This lets C exceptions have the same self-documenting capabilities as
2547 their pure Python counterparts (:issue:`7033`).
2548
2549* When compiled with the ``--with-valgrind`` option, the pymalloc
2550 allocator will be automatically disabled when running under Valgrind. This
2551 gives improved memory leak detection when running under Valgrind, while taking
2552 advantage of pymalloc at other times (:issue:`2422`).
2553
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002554* Removed the ``O?`` format from the *PyArg_Parse* functions. The format is no
Raymond Hettinger480ed782010-12-15 22:07:15 +00002555 longer used and it had never been documented (:issue:`8837`).
2556
2557There were a number of other small changes to the C-API. See the
Raymond Hettingerc7bb1592011-01-30 01:10:07 +00002558:source:`Misc/NEWS` file for a complete list.
Skip Montanaro961aaf52010-10-17 22:22:24 +00002559
Raymond Hettinger555f2882011-02-07 12:51:05 +00002560Also, there were a number of updates to the Mac OS X build, see
Raymond Hettingerb02f7c02011-01-30 05:37:16 +00002561:source:`Mac/BuildScript/README.txt` for details. For users running a 32/64-bit
Raymond Hettinger555f2882011-02-07 12:51:05 +00002562build, there is a known problem with the default Tcl/Tk on Mac OS X 10.6.
Raymond Hettingerb02f7c02011-01-30 05:37:16 +00002563Accordingly, we recommend installing an updated alternative such as
Raymond Hettinger555f2882011-02-07 12:51:05 +00002564`ActiveState Tcl/Tk 8.5.9 <http://www.activestate.com/activetcl/downloads>`_\.
2565See http://www.python.org/download/mac/tcltk/ for additional details.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002566
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00002567Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002568=====================
2569
Georg Brandlda0a2112010-09-05 11:28:33 +00002570This section lists previously described changes and other bugfixes that may
2571require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002572
Raymond Hettingerd73be672010-12-18 10:48:26 +00002573* The :mod:`configparser` module has a number of clean-ups. The major change is
2574 to replace the old :class:`ConfigParser` class with long-standing preferred
2575 alternative :class:`SafeConfigParser`. In addition there are a number of
Raymond Hettingerc8a16862011-01-18 09:01:34 +00002576 smaller incompatibilities:
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002577
Raymond Hettingerd73be672010-12-18 10:48:26 +00002578 * The interpolation syntax is now validated on
2579 :meth:`~configparser.ConfigParser.get` and
2580 :meth:`~configparser.ConfigParser.set` operations. In the default
2581 interpolation scheme, only two tokens with percent signs are valid: ``%(name)s``
2582 and ``%%``, the latter being an escaped percent sign.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002583
Raymond Hettingerd73be672010-12-18 10:48:26 +00002584 * The :meth:`~configparser.ConfigParser.set` and
2585 :meth:`~configparser.ConfigParser.add_section` methods now verify that
2586 values are actual strings. Formerly, unsupported types could be introduced
2587 unintentionally.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002588
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002589 * Duplicate sections or options from a single source now raise either
Raymond Hettingerd73be672010-12-18 10:48:26 +00002590 :exc:`~configparser.DuplicateSectionError` or
2591 :exc:`~configparser.DuplicateOptionError`. Formerly, duplicates would
2592 silently overwrite a previous entry.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002593
Raymond Hettingerd73be672010-12-18 10:48:26 +00002594 * Inline comments are now disabled by default so now the **;** character
2595 can be safely used in values.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002596
Raymond Hettingerd73be672010-12-18 10:48:26 +00002597 * Comments now can be indented. Consequently, for **;** or **#** to appear at
2598 the start of a line in multiline values, it has to be interpolated. This
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002599 keeps comment prefix characters in values from being mistaken as comments.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002600
Raymond Hettingerd73be672010-12-18 10:48:26 +00002601 * ``""`` is now a valid value and is no longer automatically converted to an
2602 empty string. For empty strings, use ``"option ="`` in a line.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002603
Antoine Pitroucd889af2010-10-06 21:13:56 +00002604* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
2605 are often incompatible with the 3.1 APIs.
2606
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002607* :class:`bytearray` objects can no longer be used as filenames; instead,
2608 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00002609
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00002610* The :meth:`array.tostring` and :meth:`array.fromstring` have been renamed to
Raymond Hettinger50307b62011-01-24 01:18:30 +00002611 :meth:`array.tobytes` and :meth:`array.frombytes` for clarity. The old names
2612 have been deprecated. (See :issue:`8990`.)
2613
Raymond Hettinger51e21072011-01-10 23:38:15 +00002614* ``PyArg_Parse*()`` functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00002615
Victor Stinner25e8ec42010-06-25 00:02:38 +00002616 * "t#" format has been removed: use "s#" or "s*" instead
2617 * "w" and "w#" formats has been removed: use "w*" instead
2618
Georg Brandl60203b42010-10-06 10:11:56 +00002619* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
2620 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00002621 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00002622 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00002623
Raymond Hettingere0a96002010-12-15 17:54:13 +00002624* The :func:`sys.setfilesystemencoding` function was removed because
2625 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00002626
Raymond Hettingere0a96002010-12-15 17:54:13 +00002627* The :func:`random.seed` function and method now salt string seeds with an
2628 sha512 hash function. To access the previous version of *seed* in order to
2629 reproduce Python 3.1 sequences, set the *version* argument to *1*,
2630 ``random.seed(s, version=1)``.
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002631
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002632* The previously deprecated :func:`string.maketrans` function has been removed
Raymond Hettinger51e21072011-01-10 23:38:15 +00002633 in favor of the static methods :meth:`bytes.maketrans` and
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002634 :meth:`bytearray.maketrans`. This change solves the confusion around which
2635 types were supported by the :mod:`string` module. Now, :class:`str`,
2636 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
2637 **translate** methods with intermediate translation tables of the appropriate
2638 type.
2639
2640 (Contributed by Georg Brandl; :issue:`5675`.)
2641
2642* The previously deprecated :func:`contextlib.nested` function has been removed
2643 in favor of a plain :keyword:`with` statement which can accept multiple
2644 context managers. The latter technique is faster (because it is built-in),
2645 and it does a better job finalizing multiple context managers when one of them
2646 raises an exception::
2647
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002648 with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
2649 for line in infile:
2650 if '<critical>' in line:
2651 outfile.write(line)
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002652
2653 (Contributed by Georg Brandl and Mattias Brändström;
2654 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)
Victor Stinnerda9ec992010-12-28 13:26:42 +00002655
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002656* :func:`struct.pack` now only allows bytes for the ``s`` string pack code.
2657 Formerly, it would accept text arguments and implicitly encode them to bytes
2658 using UTF-8. This was problematic because it made assumptions about the
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002659 correct encoding and because a variable-length encoding can fail when writing
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002660 to fixed length segment of a structure.
Victor Stinnerda9ec992010-12-28 13:26:42 +00002661
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002662 Code such as ``struct.pack('<6sHHBBB', 'GIF87a', x, y)`` should be rewritten
2663 with to use bytes instead of text, ``struct.pack('<6sHHBBB', b'GIF87a', x, y)``.
2664
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002665 (Discovered by David Beazley and fixed by Victor Stinner; :issue:`10783`.)
Raymond Hettingere40808a2011-01-05 23:00:00 +00002666
2667* The :class:`xml.etree.ElementTree` class now raises an
2668 :exc:`xml.etree.ElementTree.ParseError` when a parse fails. Previously it
2669 raised a :exc:`xml.parsers.expat.ExpatError`.
2670
2671* The new, longer :func:`str` value on floats may break doctests which rely on
2672 the old output format.
Antoine Pitroubcba4342011-01-16 18:29:34 +00002673
2674* In :class:`subprocess.Popen`, the default value for *close_fds* is now
2675 ``True`` under Unix; under Windows, it is ``True`` if the three standard
2676 streams are set to ``None``, ``False`` otherwise. Previously, *close_fds*
2677 was always ``False`` by default, which produced difficult to solve bugs
2678 or race conditions when open file descriptors would leak into the child
2679 process.
2680
Antoine Pitrouf7fb7622011-01-16 18:34:09 +00002681* Support for legacy HTTP 0.9 has been removed from :mod:`urllib.request`
2682 and :mod:`http.client`. Such support is still present on the server side
2683 (in :mod:`http.server`).
2684
2685 (Contributed by Antoine Pitrou, :issue:`10711`.)
2686
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00002687* SSL sockets in timeout mode now raise :exc:`socket.timeout` when a timeout
2688 occurs, rather than a generic :exc:`~ssl.SSLError`.
2689
2690 (Contributed by Antoine Pitrou, :issue:`10272`.)
Antoine Pitrouebeb9032011-01-16 18:45:17 +00002691
2692* The misleading functions :c:func:`PyEval_AcquireLock()` and
2693 :c:func:`PyEval_ReleaseLock()` have been officially deprecated. The
2694 thread-state aware APIs (such as :c:func:`PyEval_SaveThread()`
2695 and :c:func:`PyEval_RestoreThread()`) should be used instead.
Raymond Hettinger50307b62011-01-24 01:18:30 +00002696
2697* Due to security risks, :func:`asyncore.handle_accept` has been deprecated, and
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002698 a new function, :func:`asyncore.handle_accepted`, was added to replace it.
Raymond Hettinger50307b62011-01-24 01:18:30 +00002699
2700 (Contributed by Giampaolo Rodola in :issue:`6706`.)
Antoine Pitrou9bb98772011-03-15 20:22:50 +01002701
2702* Due to the new :term:`GIL` implementation, :c:func:`PyEval_InitThreads()`
2703 cannot be called before :c:func:`Py_Initialize()` anymore.
2704