blob: 8f7b03e550ba084e41ca3ff27fe28be963e1c7e5 [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"},
196 "full": {"format": "%(asctime)s %(name)-15s %(levelname)-8s %(message)s"},
197 },
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",
207 "stream": "ext://sys.stderr"},
208 },
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
216 >>> with open('conf.json', 'rb') as f:
217 conf = json.load(f)
218 >>> logging.config.dictConfig(conf)
219 >>> logging.info("Transaction completed normally")
220 >>> logging.critical("Abnormal termination")
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000221
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000222.. seealso::
223
224 :pep:`391` - Dictionary Based Configuration for Logging
225 PEP written by Vinay Sajip.
226
Raymond Hettingerca904be2011-01-18 00:02:40 +0000227
Georg Brandl97b20da2010-11-16 15:15:29 +0000228PEP 3148: The ``concurrent.futures`` module
229============================================
230
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000231Code for creating and managing concurrency is being collected in a new top-level
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000232namespace, *concurrent*. Its first member is a *futures* package which provides
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000233a uniform high-level interface for managing threads and processes.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000234
235The design for :mod:`concurrent.futures` was inspired by
236*java.util.concurrent.package*. In that model, a running call and its result
Raymond Hettingerc136b042011-01-18 07:15:39 +0000237are represented by a :class:`~concurrent.futures.Future` object that abstracts
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000238features common to threads, processes, and remote procedure calls. That object
239supports status checks (running or done), timeouts, cancellations, adding
Raymond Hettinger24a09412010-12-08 06:50:02 +0000240callbacks, and access to results or exceptions.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000241
242The primary offering of the new module is a pair of executor classes for
243launching and managing calls. The goal of the executors is to make it easier to
244use existing tools for making parallel calls. They save the effort needed to
245setup a pool of resources, launch the calls, create a results queue, add
246time-out handling, and limit the total number of threads, processes, or remote
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000247procedure calls.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000248
249Ideally, each application should share a single executor across multiple
250components so that process and thread limits can be centrally managed. This
251solves the design challenge that arises when each component has its own
252competing strategy for resource management.
253
Raymond Hettingerb1055192010-12-08 06:42:41 +0000254Both classes share a common interface with three methods:
255:meth:`~concurrent.futures.Executor.submit` for scheduling a callable and
256returning a :class:`~concurrent.futures.Future` object;
257:meth:`~concurrent.futures.Executor.map` for scheduling many asynchronous calls
Raymond Hettinger83d80792010-12-08 06:48:33 +0000258at a time, and :meth:`~concurrent.futures.Executor.shutdown` for freeing
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000259resources. The class is a :term:`context manager` and can be used in a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000260:keyword:`with` statement to assure that resources are automatically released
261when currently pending futures are done executing.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000262
Raymond Hettingerb1055192010-12-08 06:42:41 +0000263A simple of example of :class:`~concurrent.futures.ThreadPoolExecutor` is a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000264launch of four parallel threads for copying files::
Raymond Hettingerb1055192010-12-08 06:42:41 +0000265
Raymond Hettinger4a8f50a2011-02-17 19:05:53 +0000266 import concurrent.futures, shutil
267 with concurrent.futures.ThreadPoolExecutor(max_workers=4) as e:
Raymond Hettingerb1055192010-12-08 06:42:41 +0000268 e.submit(shutil.copy, 'src1.txt', 'dest1.txt')
269 e.submit(shutil.copy, 'src2.txt', 'dest2.txt')
270 e.submit(shutil.copy, 'src3.txt', 'dest3.txt')
271 e.submit(shutil.copy, 'src3.txt', 'dest4.txt')
272
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000273.. seealso::
274
Raymond Hettingera5a35542010-12-05 00:39:18 +0000275 :pep:`3148` - Futures -- Execute Computations Asynchronously
Andrew M. Kuchling42877fe2010-12-15 02:37:01 +0000276 PEP written by Brian Quinlan.
Georg Brandl97b20da2010-11-16 15:15:29 +0000277
Raymond Hettinger83d80792010-12-08 06:48:33 +0000278 :ref:`Code for Threaded Parallel URL reads<threadpoolexecutor-example>`, an
279 example using threads to fetch multiple web pages in parallel.
280
281 :ref:`Code for computing prime numbers in
282 parallel<processpoolexecutor-example>`, an example demonstrating
283 :class:`~concurrent.futures.ProcessPoolExecutor`.
284
285
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000286PEP 3147: PYC Repository Directories
287=====================================
288
David Malcolm778645a2010-12-07 00:32:04 +0000289Python's scheme for caching bytecode in *.pyc* files did not work well in
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000290environments with multiple Python interpreters. If one interpreter encountered
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000291a cached file created by another interpreter, it would recompile the source and
292overwrite the cached file, thus losing the benefits of caching.
293
294The issue of "pyc fights" has become more pronounced as it has become
Éric Araujo4234ad42010-09-05 17:32:25 +0000295commonplace for Linux distributions to ship with multiple versions of Python.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000296These conflicts also arise with CPython alternatives such as Unladen Swallow.
297
298To solve this problem, Python's import machinery has been extended to use
Éric Araujo4234ad42010-09-05 17:32:25 +0000299distinct filenames for each interpreter. Instead of Python 3.2 and Python 3.3 and
300Unladen Swallow each competing for a file called "mymodule.pyc", they will now
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000301look for "mymodule.cpython-32.pyc", "mymodule.cpython-33.pyc", and
Éric Araujo4234ad42010-09-05 17:32:25 +0000302"mymodule.unladen10.pyc". And to prevent all of these new files from
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000303cluttering source directories, the *pyc* files are now collected in a
304"__pycache__" directory stored under the package directory.
305
306Aside from the filenames and target directories, the new scheme has a few
307aspects that are visible to the programmer:
308
Georg Brandlda0a2112010-09-05 11:28:33 +0000309* Imported modules now have a :attr:`__cached__` attribute which stores the name
310 of the actual file that was imported:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000311
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000312 >>> import collections
313 >>> collections.__cached__
314 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000315
316* The tag that is unique to each interpreter is accessible from the :mod:`imp`
Georg Brandlda0a2112010-09-05 11:28:33 +0000317 module:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000318
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000319 >>> import imp
320 >>> imp.get_tag()
321 'cpython-32'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000322
323* Scripts that try to deduce source filename from the imported file now need to
324 be smarter. It is no longer sufficient to simply strip the "c" from a ".pyc"
325 filename. Instead, use the new functions in the :mod:`imp` module:
326
Georg Brandlda0a2112010-09-05 11:28:33 +0000327 >>> imp.source_from_cache('c:/py32/lib/__pycache__/collections.cpython-32.pyc')
328 'c:/py32/lib/collections.py'
329 >>> imp.cache_from_source('c:/py32/lib/collections.py')
330 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000331
332* The :mod:`py_compile` and :mod:`compileall` modules have been updated to
Raymond Hettinger50307b62011-01-24 01:18:30 +0000333 reflect the new naming convention and target directory. The command-line
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000334 invocation of *compileall* has new command-line options: ``-i`` for
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000335 specifying a list of files and directories to compile and ``-b`` which causes
Raymond Hettinger50307b62011-01-24 01:18:30 +0000336 bytecode files to be written to their legacy location rather than
337 *__pycache__*.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000338
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000339* The :mod:`importlib.abc` module has been updated with new :term:`abstract base
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000340 classes <abstract base class>` for loading bytecode files. The obsolete
Raymond Hettinger66352d22011-01-17 22:33:11 +0000341 ABCs, :class:`~importlib.abc.PyLoader` and
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000342 :class:`~importlib.abc.PyPycLoader`, have been deprecated (instructions on how
Raymond Hettinger66352d22011-01-17 22:33:11 +0000343 to stay Python 3.1 compatible are included with the documentation).
Brett Cannon83a682d2011-01-16 21:02:09 +0000344
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000345.. seealso::
346
347 :pep:`3147` - PYC Repository Directories
348 PEP written by Barry Warsaw.
349
Georg Brandlda0a2112010-09-05 11:28:33 +0000350
Georg Brandl3ad46752010-12-05 07:59:29 +0000351PEP 3149: ABI Version Tagged .so Files
352======================================
Georg Brandlf11c6c42010-09-03 22:20:58 +0000353
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000354The PYC repository directory allows multiple bytecode cache files to be
355co-located. This PEP implements a similar mechanism for shared object files by
356giving them a common directory and distinct names for each version.
Georg Brandlf11c6c42010-09-03 22:20:58 +0000357
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000358The common directory is "pyshared" and the file names are made distinct by
359identifying the Python implementation (such as CPython, PyPy, Jython, etc.), the
360major and minor version numbers, and optional build flags (such as "d" for
Éric Araujo4234ad42010-09-05 17:32:25 +0000361debug, "m" for pymalloc, "u" for wide-unicode). For an arbitrary package "foo",
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000362you may see these files when the distribution package is installed::
363
364 /usr/share/pyshared/foo.cpython-32m.so
365 /usr/share/pyshared/foo.cpython-33md.so
366
367In Python itself, the tags are accessible from functions in the :mod:`sysconfig`
368module::
369
370 >>> import sysconfig
371 >>> sysconfig.get_config_var('SOABI') # find the version tag
372 'cpython-32mu'
373 >>> sysconfig.get_config_var('SO') # find the full filename extension
374 'cpython-32mu.so'
375
376.. seealso::
377
378 :pep:`3149` - ABI Version Tagged .so Files
379 PEP written by Barry Warsaw.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000380
Raymond Hettingerca904be2011-01-18 00:02:40 +0000381
Raymond Hettinger3df46212011-01-06 02:01:26 +0000382PEP 3333: Python Web Server Gateway Interface v1.0.1
383=====================================================
384
385This informational PEP clarifies how bytes/text issues are to be handled by the
386WGSI protocol. The challenge is that string handling in Python 3 is most
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000387conveniently handled with the :class:`str` type even though the HTTP protocol
Raymond Hettinger3df46212011-01-06 02:01:26 +0000388is itself bytes oriented.
389
390The PEP differentiates so-called *native strings* that are used for
391request/response headers and metadata versus *byte strings* which are used for
392the bodies of requests and responses.
393
394The *native strings* are always of type :class:`str` but are restricted to code
Georg Brandl52a43b52011-01-16 09:11:45 +0000395points between *U+0000* through *U+00FF* which are translatable to bytes using
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000396*Latin-1* encoding. These strings are used for the keys and values in the
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000397environment dictionary and for response headers and statuses in the
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000398:func:`start_response` function. They must follow :rfc:`2616` with respect to
Raymond Hettinger3df46212011-01-06 02:01:26 +0000399encoding. That is, they must either be *ISO-8859-1* characters or use
400:rfc:`2047` MIME encoding.
401
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000402For developers porting WSGI applications from Python 2, here are the salient
403points:
404
405* If the app already used strings for headers in Python 2, no change is needed.
406
407* If instead, the app encoded output headers or decoded input headers, then the
408 headers will need to be re-encoded to Latin-1. For example, an output header
409 encoded in utf-8 was using ``h.encode('utf-8')`` now needs to convert from
410 bytes to native strings using ``h.encode('utf-8').decode('latin-1')``.
411
412* Values yielded by an application or sent using the :meth:`write` method
Raymond Hettinger51e21072011-01-10 23:38:15 +0000413 must be byte strings. The :func:`start_response` function and environ
414 must use native strings. The two cannot be mixed.
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000415
416For server implementers writing CGI-to-WSGI pathways or other CGI-style
417protocols, the users must to be able access the environment using native strings
Raymond Hettingerc136b042011-01-18 07:15:39 +0000418even though the underlying platform may have a different convention. To bridge
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000419this gap, the :mod:`wsgiref` module has a new function,
420:func:`wsgiref.handlers.read_environ` for transcoding CGI variables from
421:attr:`os.environ` into native strings and returning a new dictionary.
Raymond Hettinger3df46212011-01-06 02:01:26 +0000422
423.. seealso::
424
425 :pep:`3333` - Python Web Server Gateway Interface v1.0.1
426 PEP written by Phillip Eby.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000427
Raymond Hettingerca904be2011-01-18 00:02:40 +0000428
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000429Other Language Changes
430======================
431
432Some smaller changes made to the core Python language are:
433
Raymond Hettingere5e1a982010-12-05 08:35:21 +0000434* String formatting for :func:`format` and :meth:`str.format` gained new
435 capabilities for the format character **#**. Previously, for integers in
436 binary, octal, or hexadecimal, it caused the output to be prefixed with '0b',
437 '0o', or '0x' respectively. Now it can also handle floats, complex, and
438 Decimal, causing the output to always have a decimal point even when no digits
439 follow it.
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000440
441 >>> format(20, '#o')
442 '0o24'
443 >>> format(12.34, '#5.0f')
444 ' 12.'
445
446 (Suggested by Mark Dickinson and implemented by Eric Smith in :issue:`7094`.)
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000447
Raymond Hettinger08d42932011-01-29 08:51:57 +0000448* There is also a new :meth:`str.format_map` method that extends the
449 capabilities of the existing :meth:`str.format` method by accepting arbitrary
450 :term:`mapping` objects. This new method makes it possible to use string
451 formatting with any of one of Python's many dictionary-like tools such as
452 :class:`~collections.defaultdict`, :class:`~shelve.Shelf`,
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000453 :class:`~configparser.ConfigParser`, or :mod:`dbm`. It is also useful with
Raymond Hettinger08d42932011-01-29 08:51:57 +0000454 custom :class:`dict` subclasses that normalize keys before look-up or that
455 supply a :meth:`__missing__` method for unknown keys::
Eric Smith598b5132011-01-28 20:23:25 +0000456
Raymond Hettinger08d42932011-01-29 08:51:57 +0000457 >>> import shelve
458 >>> d = shelve.open('tmp.shl')
459 >>> 'The {project_name} status is {status} as of {date}'.format_map(d)
460 'The testing project status is green as of February 15, 2011'
Eric Smith598b5132011-01-28 20:23:25 +0000461
Raymond Hettinger08d42932011-01-29 08:51:57 +0000462 >>> class LowerCasedDict(dict):
463 def __getitem__(self, key):
464 return dict.__getitem__(self, key.lower())
465 >>> lcd = LowerCasedDict(part='widgets', quantity=10)
466 >>> 'There are {QUANTITY} {Part} in stock'.format_map(lcd)
467 'There are 10 widgets in stock'
Eric Smith598b5132011-01-28 20:23:25 +0000468
Raymond Hettinger08d42932011-01-29 08:51:57 +0000469 >>> class PlaceholderDict(dict):
470 def __missing__(self, key):
471 return '<{}>'.format(key)
472 >>> 'Hello {name}, welcome to {location}'.format_map(PlaceholderDict())
473 'Hello <name>, welcome to <location>'
Eric Smith598b5132011-01-28 20:23:25 +0000474
Raymond Hettinger08d42932011-01-29 08:51:57 +0000475 (Suggested by Raymond Hettinger and implemented by Eric Smith in
476 :issue:`6081`.)
Eric Smith598b5132011-01-28 20:23:25 +0000477
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000478* The interpreter can now be started with a quiet option, ``-q``, to suppress
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000479 the copyright and version information from being displayed in the interactive
480 mode. The option can be introspected using the :attr:`sys.flags` attribute::
Raymond Hettinger7d967712011-01-05 20:24:08 +0000481
482 $ python -q
483 >>> sys.flags
484 sys.flags(debug=0, division_warning=0, inspect=0, interactive=0,
485 optimize=0, dont_write_bytecode=0, no_user_site=0, no_site=0,
486 ignore_environment=0, verbose=0, bytes_warning=0, quiet=1)
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000487
Raymond Hettinger51e21072011-01-10 23:38:15 +0000488 (Contributed by Marcin Wojdyr in :issue:`1772833`).
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000489
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000490* The :func:`hasattr` function works by calling :func:`getattr` and detecting
491 whether an exception is raised. This technique allows it to detect methods
492 created dynamically by :meth:`__getattr__` or :meth:`__getattribute__` which
Raymond Hettinger90a4b312011-01-06 02:08:30 +0000493 would otherwise be absent from the class dictionary. Formerly, *hasattr*
494 would catch any exception, possibly masking genuine errors. Now, *hasattr*
495 has been tightened to only catch :exc:`AttributeError` and let other
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000496 exceptions pass through::
497
498 >>> class A:
Raymond Hettinger2270d582011-01-20 09:04:39 +0000499 @property
500 def f(self):
501 return 1 // 0
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000502
503 >>> a = A()
504 >>> hasattr(a, 'f')
505 Traceback (most recent call last):
506 ...
507 ZeroDivisionError: integer division or modulo by zero
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000508
Raymond Hettingera55ffbc2010-12-15 18:31:57 +0000509 (Discovered by Yury Selivanov and fixed by Benjamin Peterson; :issue:`9666`.)
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000510
Éric Araujo4234ad42010-09-05 17:32:25 +0000511* The :func:`str` of a float or complex number is now the same as its
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000512 :func:`repr`. Previously, the :func:`str` form was shorter but that just
Éric Araujo4234ad42010-09-05 17:32:25 +0000513 caused confusion and is no longer needed now that the shortest possible
Georg Brandlda0a2112010-09-05 11:28:33 +0000514 :func:`repr` is displayed by default:
Raymond Hettingerbb734c62010-09-05 05:56:44 +0000515
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000516 >>> import math
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000517 >>> repr(math.pi)
518 '3.141592653589793'
519 >>> str(math.pi)
520 '3.141592653589793'
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000521
Georg Brandlda0a2112010-09-05 11:28:33 +0000522 (Proposed and implemented by Mark Dickinson; :issue:`9337`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000523
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000524* :class:`memoryview` objects now have a :meth:`~memoryview.release()` method
525 and they also now support the context manager protocol. This allows timely
526 release of any resources that were acquired when requesting a buffer from the
527 original object.
Antoine Pitroud3052002010-09-15 15:09:40 +0000528
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000529 >>> with memoryview(b'abcdefgh') as v:
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000530 print(v.tolist())
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000531 [97, 98, 99, 100, 101, 102, 103, 104]
532
Antoine Pitroud3052002010-09-15 15:09:40 +0000533 (Added by Antoine Pitrou; :issue:`9757`.)
534
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000535* Previously it was illegal to delete a name from the local namespace if it
536 occurs as a free variable in a nested block::
537
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000538 def outer(x):
539 def inner():
540 return x
541 inner()
542 del x
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000543
544 This is now allowed. Remember that the target of an :keyword:`except` clause
545 is cleared, so this code which used to work with Python 2.6, raised a
546 :exc:`SyntaxError` with Python 3.1 and now works again::
547
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000548 def f():
549 def print_error():
550 print(e)
551 try:
552 something
553 except Exception as e:
554 print_error()
555 # implicit "del e" here
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000556
557 (See :issue:`4617`.)
558
Raymond Hettinger480ed782010-12-15 22:07:15 +0000559* The internal :c:type:`structsequence` tool now creates subclasses of tuple.
Raymond Hettinger51e21072011-01-10 23:38:15 +0000560 This means that C structures like those returned by :func:`os.stat`,
Raymond Hettingera275c982011-01-20 04:03:19 +0000561 :func:`time.gmtime`, and :attr:`sys.version_info` now work like a
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000562 :term:`named tuple` and now work with functions and methods that
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000563 expect a tuple as an argument. This is a big step forward in making the C
Raymond Hettingera275c982011-01-20 04:03:19 +0000564 structures as flexible as their pure Python counterparts:
565
566 >>> isinstance(sys.version_info, tuple)
567 True
568 >>> 'Version %d.%d.%d %s(%d)' % sys.version_info
569 'Version 3.2.0 final(0)'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000570
571 (Suggested by Arfrever Frehtes Taifersar Arahesis and implemented
572 by Benjamin Peterson in :issue:`8413`.)
573
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000574* Warnings are now easier to control using the :envvar:`PYTHONWARNINGS`
Raymond Hettingera275c982011-01-20 04:03:19 +0000575 environment variable as an alternative to using ``-W`` at the command line::
576
577 $ export PYTHONWARNINGS='ignore::RuntimeWarning::,once::UnicodeWarning::'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000578
579 (Suggested by Barry Warsaw and implemented by Philip Jenvey in :issue:`7301`.)
580
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000581* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000582 emitted when potential issues with resource consumption or cleanup
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000583 are detected. It is silenced by default in normal release builds but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000584 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000585 module, or on the command line.
586
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000587 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Raymond Hettingerd0d59b12011-01-24 05:07:13 +0000588 :data:`gc.garbage` list isn't empty, and if :attr:`gc.DEBUG_UNCOLLECTABLE` is
589 set, all uncollectable objects are printed. This is meant to make the
590 programmer aware that their code contains object finalization issues.
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000591
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000592 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000593 without having been explicitly closed. While the deallocator for such
594 object ensures it closes the underlying operating system resource
595 (usually, a file descriptor), the delay in deallocating the object could
596 produce various issues, especially under Windows. Here is an example
597 of enabling the warning from the command line::
598
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000599 $ python -q -Wdefault
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000600 >>> f = open("foo", "wb")
601 >>> del f
602 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000603
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000604 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000605
Raymond Hettingera0266332010-12-07 08:52:41 +0000606* :class:`range` objects now support *index* and *count* methods. This is part
607 of an effort to make more objects fully implement the
608 :class:`collections.Sequence` :term:`abstract base class`. As a result, the
609 language will have a more uniform API. In addition, :class:`range` objects
Raymond Hettingerb9656292011-01-16 18:22:06 +0000610 now support slicing and negative indices, even with values larger than
611 :attr:`sys.maxsize`. This makes *range* more interoperable with lists::
Raymond Hettinger2ffa6712010-12-08 10:18:21 +0000612
613 >>> range(0, 100, 2).count(10)
614 1
615 >>> range(0, 100, 2).index(10)
616 5
617 >>> range(0, 100, 2)[5]
618 10
619 >>> range(0, 100, 2)[0:5]
620 range(0, 10, 2)
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000621
Raymond Hettingerb9656292011-01-16 18:22:06 +0000622 (Contributed by Daniel Stutzbach in :issue:`9213`, by Alexander Belopolsky
623 in :issue:`2690`, and by Nick Coghlan in :issue:`10889`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000624
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000625* The :func:`callable` builtin function from Py2.x was resurrected. It provides
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000626 a concise, readable alternative to using an :term:`abstract base class` in an
Raymond Hettinger792c0762010-12-09 16:41:54 +0000627 expression like ``isinstance(x, collections.Callable)``:
628
629 >>> callable(max)
630 True
631 >>> callable(20)
632 False
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000633
634 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000635
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000636* Python's import mechanism can now load modules installed in directories with
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000637 non-ASCII characters in the path name. This solved an aggravating problem
638 with home directories for users with non-ASCII characters in their usernames.
Raymond Hettingera275c982011-01-20 04:03:19 +0000639
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000640 (Required extensive work by Victor Stinner in :issue:`9425`.)
Raymond Hettinger070ec702010-12-10 17:45:13 +0000641
642
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000643New, Improved, and Deprecated Modules
644=====================================
645
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000646Python's standard library has undergone significant maintenance efforts and
647quality improvements.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000648
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000649The biggest news for Python 3.2 is that the :mod:`email` package, :mod:`mailbox`
650module, and :mod:`nntplib` modules now work correctly with the bytes/text model
Raymond Hettinger186f4412011-02-09 18:16:32 +0000651in Python 3. For the first time, there is correct handling of messages with
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000652mixed encodings.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000653
Raymond Hettinger6046e222010-12-16 00:21:08 +0000654Throughout the standard library, there has been more careful attention to
655encodings and text versus bytes issues. In particular, interactions with the
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000656operating system are now better able to exchange non-ASCII data using the
657Windows MBCS encoding, locale-aware encodings, or UTF-8.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000658
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000659Another significant win is the addition of substantially better support for
660*SSL* connections and security certificates.
661
Raymond Hettinger51e21072011-01-10 23:38:15 +0000662In addition, more classes now implement a :term:`context manager` to support
Raymond Hettingerc136b042011-01-18 07:15:39 +0000663convenient and reliable resource clean-up using a :keyword:`with` statement.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000664
Raymond Hettinger0358a172010-12-15 19:00:38 +0000665email
666-----
667
668The usability of the :mod:`email` package in Python 3 has been mostly fixed by
669the extensive efforts of R. David Murray. The problem was that emails are
670typically read and stored in the form of :class:`bytes` rather than :class:`str`
671text, and they may contain multiple encodings within a single email. So, the
672email package had to be extended to parse and generate email messages in bytes
673format.
674
675* New functions :func:`~email.message_from_bytes` and
676 :func:`~email.message_from_binary_file`, and new classes
677 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
678 allow binary message data to be parsed into model objects.
679
680* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
681 will by default decode a message body that has a
682 :mailheader:`Content-Transfer-Encoding` of *8bit* using the charset
683 specified in the MIME headers and return the resulting string.
684
685* Given bytes input to the model, :class:`~email.generator.Generator` will
686 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
687 *8bit* to instead have a *7bit* :mailheader:`Content-Transfer-Encoding`.
Raymond Hettingerc08ea612011-01-08 10:32:31 +0000688
Raymond Hettingercf8a3822011-01-11 21:20:20 +0000689 Headers with unencoded non-ASCII bytes are deemed to be :rfc:`2047`\ -encoded
690 using the *unknown-8bit* character set.
Raymond Hettinger0358a172010-12-15 19:00:38 +0000691
692* A new class :class:`~email.generator.BytesGenerator` produces bytes as output,
693 preserving any unchanged non-ASCII data that was present in the input used to
694 build the model, including message bodies with a
695 :mailheader:`Content-Transfer-Encoding` of *8bit*.
696
697* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
698 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
699 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
700 :class:`~email.message.Message` object and can optionally obtain the
701 *from_addr* and *to_addrs* addresses directly from the object.
702
Raymond Hettinger0358a172010-12-15 19:00:38 +0000703(Proposed and implemented by R. David Murray, :issue:`4661` and :issue:`10321`.)
704
Raymond Hettinger6046e222010-12-16 00:21:08 +0000705elementtree
706-----------
707
Georg Brandl5d53fdd2010-12-18 11:58:12 +0000708The :mod:`xml.etree.ElementTree` package and its :mod:`xml.etree.cElementTree`
Raymond Hettinger6046e222010-12-16 00:21:08 +0000709counterpart have been updated to version 1.3.
710
711Several new and useful functions and methods have been added:
712
713* :func:`xml.etree.ElementTree.fromstringlist` which builds an XML document
714 from a sequence of fragments
715* :func:`xml.etree.ElementTree.register_namespace` for registering a global
716 namespace prefix
717* :func:`xml.etree.ElementTree.tostringlist` for string representation
718 including all sublists
719* :meth:`xml.etree.ElementTree.Element.extend` for appending a sequence of zero
720 or more elements
721* :meth:`xml.etree.ElementTree.Element.iterfind` searches an element and
722 subelements
723* :meth:`xml.etree.ElementTree.Element.itertext` creates a text iterator over
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000724 an element and its subelements
Raymond Hettinger6046e222010-12-16 00:21:08 +0000725* :meth:`xml.etree.ElementTree.TreeBuilder.end` closes the current element
726* :meth:`xml.etree.ElementTree.TreeBuilder.doctype` handles a doctype
727 declaration
728
729Two methods have been deprecated:
730
731* :meth:`xml.etree.ElementTree.getchildren` use ``list(elem)`` instead.
732* :meth:`xml.etree.ElementTree.getiterator` use ``Element.iter`` instead.
733
734For details of the update, see `Introducing ElementTree
735<http://effbot.org/zone/elementtree-13-intro.htm>`_ on Fredrik Lundh's website.
736
Antoine Pitrou12de8ac2010-12-16 13:33:56 +0000737(Contributed by Florent Xicluna and Fredrik Lundh, :issue:`6472`.)
Raymond Hettinger0358a172010-12-15 19:00:38 +0000738
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000739functools
740---------
741
Éric Araujo4234ad42010-09-05 17:32:25 +0000742* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000743 calls. :func:`functools.lru_cache` can save repeated queries to an external
744 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000745
Raymond Hettinger86f96132010-08-06 23:23:49 +0000746 For example, adding a caching decorator to a database query function can save
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000747 database accesses for popular searches:
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000748
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000749 >>> import functools
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000750 >>> @functools.lru_cache(maxsize=300)
751 >>> def get_phone_number(name):
752 c = conn.cursor()
753 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
754 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000755
Georg Brandlda0a2112010-09-05 11:28:33 +0000756 >>> for name in user_requests:
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000757 get_phone_number(name) # cached lookup
Raymond Hettinger7496b412010-11-30 19:15:45 +0000758
759 To help with choosing an effective cache size, the wrapped function is
760 instrumented for tracking cache statistics:
761
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000762 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000763 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000764
Raymond Hettingerf3098282010-08-15 03:30:45 +0000765 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000766 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000767
Georg Brandlda0a2112010-09-05 11:28:33 +0000768 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000769
Raymond Hettinger4a8f50a2011-02-17 19:05:53 +0000770 (Contributed by Raymond Hettinger and incorporating design ideas from Jim
771 Baker, Miki Tebeka, and Nick Coghlan; see `recipe 498245
772 <http://code.activestate.com/recipes/498245>`_\, `recipe 577479
773 <http://code.activestate.com/recipes/577479>`_\, :issue:`10586`, and
774 :issue:`10593`.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000775
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000776* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
777 pointing to the original callable function. This allows wrapped functions to
778 be introspected. It also copies :attr:`__annotations__` if defined. And now
779 it also gracefully skips over missing attributes such as :attr:`__doc__` which
Raymond Hettinger5eb63902010-12-09 23:43:34 +0000780 might not be defined for the wrapped callable.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000781
Raymond Hettinger7a168d92011-01-21 04:59:00 +0000782 In the above example, the cache can be removed by recovering the original
783 function:
784
785 >>> get_phone_number = get_phone_number.__wrapped__ # uncached function
786
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000787 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
788 :issue:`8814`.)
789
Raymond Hettinger6046e222010-12-16 00:21:08 +0000790* To help write classes with rich comparison methods, a new decorator
791 :func:`functools.total_ordering` will use a existing equality and inequality
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000792 methods to fill in the remaining methods.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000793
794 For example, supplying *__eq__* and *__lt__* will enable
795 :func:`~functools.total_ordering` to fill-in *__le__*, *__gt__* and *__ge__*::
796
797 @total_ordering
798 class Student:
799 def __eq__(self, other):
800 return ((self.lastname.lower(), self.firstname.lower()) ==
801 (other.lastname.lower(), other.firstname.lower()))
802 def __lt__(self, other):
803 return ((self.lastname.lower(), self.firstname.lower()) <
804 (other.lastname.lower(), other.firstname.lower()))
805
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000806 With the *total_ordering* decorator, the remaining comparison methods
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000807 are filled in automatically.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000808
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000809 (Contributed by Raymond Hettinger.)
Raymond Hettingerf35a34c2010-12-22 09:11:54 +0000810
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000811* To aid in porting programs from Python 2, the :func:`functools.cmp_to_key`
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000812 function converts an old-style comparison function to
Raymond Hettinger6046e222010-12-16 00:21:08 +0000813 modern :term:`key function`:
814
815 >>> # locale-aware sort order
816 >>> sorted(iterable, key=cmp_to_key(locale.strcoll))
817
818 For sorting examples and a brief sorting tutorial, see the `Sorting HowTo
819 <http://wiki.python.org/moin/HowTo/Sorting/>`_ tutorial.
820
821 (Contributed by Raymond Hettinger.)
822
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000823itertools
824---------
825
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000826* The :mod:`itertools` module has a new :func:`~itertools.accumulate` function
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000827 modeled on APL's *scan* operator and Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000828
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000829 >>> from itertools import accumulate
Raymond Hettinger44efc652011-02-14 18:18:49 +0000830 >>> list(accumulate([8, 2, 50]))
Raymond Hettinger6e353942010-12-04 23:42:12 +0000831 [8, 10, 60]
832
833 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
834 >>> list(accumulate(prob_dist)) # cumulative probability distribution
835 [0.1, 0.5, 0.7, 1.0]
836
837 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
838 the random module <random-examples>`.
839
840 (Contributed by Raymond Hettinger and incorporating design suggestions
841 from Mark Dickinson.)
842
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000843collections
844-----------
845
Raymond Hettinger792c0762010-12-09 16:41:54 +0000846* The :class:`collections.Counter` class now has two forms of in-place
847 subtraction, the existing *-=* operator for `saturating subtraction
848 <http://en.wikipedia.org/wiki/Saturation_arithmetic>`_ and the new
849 :meth:`~collections.Counter.subtract` method for regular subtraction. The
850 former is suitable for `multisets <http://en.wikipedia.org/wiki/Multiset>`_
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000851 which only have positive counts, and the latter is more suitable for use cases
Raymond Hettinger792c0762010-12-09 16:41:54 +0000852 that allow negative counts:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000853
Raymond Hettinger792c0762010-12-09 16:41:54 +0000854 >>> tally = Counter(dogs=5, cat=3)
855 >>> tally -= Counter(dogs=2, cats=8) # saturating subtraction
856 >>> tally
857 Counter({'dogs': 3})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000858
Raymond Hettinger792c0762010-12-09 16:41:54 +0000859 >>> tally = Counter(dogs=5, cats=3)
860 >>> tally.subtract(dogs=2, cats=8) # regular subtraction
861 >>> tally
862 Counter({'dogs': 3, 'cats': -5})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000863
Raymond Hettinger792c0762010-12-09 16:41:54 +0000864 (Contributed by Raymond Hettinger.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000865
Raymond Hettingere0a96002010-12-15 17:54:13 +0000866* The :class:`collections.OrderedDict` class has a new method
867 :meth:`~collections.OrderedDict.move_to_end` which takes an existing key and
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000868 moves it to either the first or last position in the ordered sequence.
869
870 The default is to move an item to the last position. This is equivalent of
871 renewing an entry with ``od[k] = od.pop(k)``.
872
873 A fast move-to-end operation is useful for resequencing entries. For example,
Raymond Hettinger00db6aa2011-01-20 09:47:04 +0000874 an ordered dictionary can be used to track order of access by aging entries
875 from the oldest to the most recently accessed.
Raymond Hettingere0a96002010-12-15 17:54:13 +0000876
877 >>> d = OrderedDict.fromkeys(['a', 'b', 'X', 'd', 'e'])
878 >>> list(d)
879 ['a', 'b', 'X', 'd', 'e']
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000880 >>> d.move_to_end('X')
Raymond Hettingere0a96002010-12-15 17:54:13 +0000881 >>> list(d)
882 ['a', 'b', 'd', 'e', 'X']
Raymond Hettingere0a96002010-12-15 17:54:13 +0000883
Raymond Hettinger6046e222010-12-16 00:21:08 +0000884 (Contributed by Raymond Hettinger.)
885
Raymond Hettinger7ec790d2011-01-18 00:19:30 +0000886* The :class:`collections.deque` class grew two new methods
887 :meth:`~collections.deque.count` and :meth:`~collections.deque.reverse` that
888 make them more substitutable for :class:`list` objects:
Raymond Hettinger6046e222010-12-16 00:21:08 +0000889
890 >>> d = deque('simsalabim')
891 >>> d.count('s')
892 2
893 >>> d.reverse()
894 >>> d
895 deque(['m', 'i', 'b', 'a', 'l', 'a', 's', 'm', 'i', 's'])
896
897 (Contributed by Raymond Hettinger.)
898
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000899threading
900---------
901
902The :mod:`threading` module has a new :class:`~threading.Barrier`
903synchronization class for making multiple threads wait until all of them have
904reached a common barrier point. Barriers are useful for making sure that a task
905with multiple preconditions does not run until all of the predecessor tasks are
906complete.
907
908Barriers can work with an arbitrary number of threads. This is a generalization
909of a `Rendezvous <http://en.wikipedia.org/wiki/Synchronous_rendezvous>`_ which
910is defined for only two threads.
911
Raymond Hettinger15b47c52011-01-17 21:05:07 +0000912Implemented as a two-phase cyclic barrier, :class:`~threading.Barrier` objects
913are suitable for use in loops. The separate *filling* and *draining* phases
Raymond Hettingere0f1f322011-01-18 21:14:27 +0000914assure that all threads get released (drained) before any one of them can loop
915back and re-enter the barrier. The barrier fully resets after each cycle.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000916
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000917Example of using barriers::
918
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000919 from threading import Barrier, Thread
920
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000921 def get_votes(site):
922 ballots = conduct_election(site)
923 all_polls_closed.wait() # do not count until all polls are closed
Raymond Hettinger97673652011-01-11 21:13:26 +0000924 totals = summarize(ballots)
925 publish(site, totals)
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000926
927 all_polls_closed = Barrier(len(sites))
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000928 for site in sites:
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000929 Thread(target=get_votes, args=(site,)).start()
930
931In this example, the barrier enforces a rule that votes cannot be counted at any
932polling site until all polls are closed. Notice how a solution with a barrier
933is similar to one with :meth:`threading.Thread.join`, but the threads stay alive
934and continue to do work (summarizing ballots) after the barrier point is
935crossed.
936
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000937If any of the predecessor tasks can hang or be delayed, a barrier can be created
938with an optional *timeout* parameter. Then if the timeout period elapses before
939all the predecessor tasks reach the barrier point, all waiting threads are
940released and a :exc:`~threading.BrokenBarrierError` exception is raised::
941
942 def get_votes(site):
943 ballots = conduct_election(site)
944 try:
945 all_polls_closed.wait(timeout = midnight - time.now())
David Malcolm49348642011-01-18 23:45:53 +0000946 except BrokenBarrierError:
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000947 lockbox = seal_ballots(ballots)
948 queue.put(lockbox)
949 else:
950 totals = summarize(ballots)
951 publish(site, totals)
952
953In this example, the barrier enforces a more robust rule. If some election
954sites do not finish before midnight, the barrier times-out and the ballots are
955sealed and deposited in a queue for later handling.
956
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000957See `Barrier Synchronization Patterns
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000958<http://parlab.eecs.berkeley.edu/wiki/_media/patterns/paraplop_g1_3.pdf>`_ for
959more examples of how barriers can be used in parallel computing. Also, there is
960a simple but thorough explanation of barriers in `The Little Book of Semaphores
961<http://greenteapress.com/semaphores/downey08semaphores.pdf>`_, *section 3.6*.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000962
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000963(Contributed by Kristján Valur Jónsson with an API review by Jeffrey Yasskin in
964:issue:`8777`.)
Raymond Hettinger6655d112011-01-11 08:49:10 +0000965
Raymond Hettinger97673652011-01-11 21:13:26 +0000966datetime and time
967-----------------
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000968
Raymond Hettinger792c0762010-12-09 16:41:54 +0000969* The :mod:`datetime` module has a new type :class:`~datetime.timezone` that
970 implements the :class:`~datetime.tzinfo` interface by returning a fixed UTC
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000971 offset and timezone name. This makes it easier to create timezone-aware
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000972 datetime objects::
Alexander Belopolsky72572312010-12-08 21:21:56 +0000973
Raymond Hettingerfb2d1672011-02-06 20:08:57 +0000974 >>> from datetime import datetime, timezone
Alexander Belopolsky72572312010-12-08 21:21:56 +0000975
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000976 >>> datetime.now(timezone.utc)
977 datetime.datetime(2010, 12, 8, 21, 4, 2, 923754, tzinfo=datetime.timezone.utc)
978
979 >>> datetime.strptime("01/01/2000 12:00 +0000", "%m/%d/%Y %H:%M %z")
980 datetime.datetime(2000, 1, 1, 12, 0, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000981
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000982* Also, :class:`~datetime.timedelta` objects can now be multiplied by
Raymond Hettinger792c0762010-12-09 16:41:54 +0000983 :class:`float` and divided by :class:`float` and :class:`int` objects.
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000984 And :class:`~datetime.timedelta` objects can now divide one another.
Raymond Hettinger792c0762010-12-09 16:41:54 +0000985
Raymond Hettingerca904be2011-01-18 00:02:40 +0000986* The :meth:`datetime.date.strftime` method is no longer restricted to years
987 after 1900. The new supported year range is from 1000 to 9999 inclusive.
Alexander Belopolsky72572312010-12-08 21:21:56 +0000988
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000989* Whenever a two-digit year is used in a time tuple, the interpretation has been
990 governed by :attr:`time.accept2dyear`. The default is *True* which means that
991 for a two-digit year, the century is guessed according to the POSIX rules
992 governing the ``%y`` strptime format.
Alexander Belopolsky9ee94de2011-01-20 19:51:31 +0000993
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000994 Starting with Py3.2, use of the century guessing heuristic will emit a
995 :exc:`DeprecationWarning`. Instead, it is recommended that
996 :attr:`time.accept2dyear` be set to *False* so that large date ranges
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +0000997 can be used without guesswork::
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000998
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +0000999 >>> import time, warnings
1000 >>> warnings.resetwarnings() # remove the default warning filters
1001
1002 >>> time.accept2dyear = True # guess whether 11 means 11 or 2011
1003 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
1004 Warning (from warnings module):
1005 ...
1006 DeprecationWarning: Century info guessed for a 2-digit year.
1007 'Fri Jan 1 12:34:56 2011'
1008
1009 >>> time.accept2dyear = False # use the full range of allowable dates
1010 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
1011 'Fri Jan 1 12:34:56 11'
Raymond Hettingerf1dae312011-01-21 03:00:00 +00001012
1013 Several functions now have significantly expanded date ranges. When
1014 :attr:`time.accept2dyear` is false, the :func:`time.asctime` function will
1015 accept any year that fits in a C int, while the :func:`time.mktime` and
1016 :func:`time.strftime` functions will accept the full range supported by the
1017 corresponding operating system functions.
Alexander Belopolskybd96b062011-01-10 21:55:34 +00001018
Raymond Hettinger62399742011-01-30 00:55:47 +00001019(Contributed by Alexander Belopolsky and Victor Stinner in :issue:`1289118`,
1020:issue:`5094`, :issue:`6641`, :issue:`2706`, :issue:`1777412`, :issue:`8013`,
1021and :issue:`10827`.)
1022
1023.. XXX http://bugs.python.org/issue?%40search_text=datetime&%40sort=-activity
Alexander Belopolskybd96b062011-01-10 21:55:34 +00001024
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001025math
1026----
1027
Raymond Hettinger902f3202011-01-25 08:01:01 +00001028The :mod:`math` module has been updated with six new functions inspired by the
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001029C99 standard.
1030
1031The :func:`~math.isfinite` function provides a reliable and fast way to detect
1032special values. It returns *True* for regular numbers and *False* for *Nan* or
1033*Infinity*:
1034
1035>>> [isfinite(x) for x in (123, 4.56, float('Nan'), float('Inf'))]
1036[True, True, False, False]
1037
1038The :func:`~math.expm1` function computes ``e**x-1`` for small values of *x*
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001039without incurring the loss of precision that usually accompanies the subtraction
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001040of nearly equal quantities:
1041
1042>>> expm1(0.013671875) # more accurate way to compute e**x-1 for a small x
10430.013765762467652909
1044
Raymond Hettingerf9b8a192011-01-25 05:53:27 +00001045The :func:`~math.erf` function computes a probability integral or `Gaussian
Raymond Hettinger2f707c92011-01-25 06:58:01 +00001046error function <http://en.wikipedia.org/wiki/Error_function>`_. The
1047complementary error function, :func:`~math.erfc`, is ``1 - erf(x)``:
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001048
1049>>> erf(1.0/sqrt(2.0)) # portion of normal distribution within 1 standard deviation
10500.682689492137086
Raymond Hettinger2f707c92011-01-25 06:58:01 +00001051>>> erfc(1.0/sqrt(2.0)) # portion of normal distribution outside 1 standard deviation
10520.31731050786291404
1053>>> erf(1.0/sqrt(2.0)) + erfc(1.0/sqrt(2.0))
10541.0
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001055
Raymond Hettinger2c639062011-01-25 02:38:59 +00001056The :func:`~math.gamma` function is a continuous extension of the factorial
1057function. See http://en.wikipedia.org/wiki/Gamma_function for details. Because
1058the function is related to factorials, it grows large even for small values of
1059*x*, so there is also a :func:`~math.lgamma` function for computing the natural
1060logarithm of the gamma function:
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001061
1062>>> gamma(7.0) # six factorial
1063720.0
1064>>> lgamma(801.0) # log(800 factorial)
10654551.950730698041
1066
1067(Contributed by Mark Dickinson.)
1068
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001069abc
1070---
Antoine Pitrou7d49bc92010-09-15 15:13:17 +00001071
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001072The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
1073:func:`~abc.abstractstaticmethod`.
Raymond Hettingera5a35542010-12-05 00:39:18 +00001074
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001075These tools make it possible to define an :term:`abstract base class` that
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001076requires a particular :func:`classmethod` or :func:`staticmethod` to be
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001077implemented::
1078
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001079 class Temperature(metaclass=abc.ABCMeta):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001080 @abc.abstractclassmethod
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001081 def from_fahrenheit(cls, t):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001082 ...
1083 @abc.abstractclassmethod
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001084 def from_celsius(cls, t):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001085 ...
Antoine Pitrou7d49bc92010-09-15 15:13:17 +00001086
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001087(Patch submitted by Daniel Urban; :issue:`5867`.)
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001088
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001089io
1090--
1091
1092The :class:`io.BytesIO` has a new method, :meth:`~io.BytesIO.getbuffer`, which
1093provides functionality similar to :func:`memoryview`. It creates an editable
1094view of the data without making a copy. The buffer's random access and support
1095for slice notation are well-suited to in-place editing::
1096
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001097 >>> REC_LEN, LOC_START, LOC_LEN = 34, 7, 11
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001098
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001099 >>> def change_location(buffer, record_number, location):
1100 start = record_number * REC_LEN + LOC_START
1101 buffer[start: start+LOC_LEN] = location
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001102
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001103 >>> import io
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001104
1105 >>> byte_stream = io.BytesIO(
1106 b'G3805 storeroom Main chassis '
1107 b'X7899 shipping Reserve cog '
1108 b'L6988 receiving Primary sprocket'
1109 )
1110 >>> buffer = byte_stream.getbuffer()
1111 >>> change_location(buffer, 1, b'warehouse ')
1112 >>> change_location(buffer, 0, b'showroom ')
1113 >>> print(byte_stream.getvalue())
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001114 b'G3805 showroom Main chassis '
1115 b'X7899 warehouse Reserve cog '
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001116 b'L6988 receiving Primary sprocket'
1117
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001118(Contributed by Antoine Pitrou in :issue:`5506`.)
1119
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001120reprlib
1121-------
1122
1123When writing a :meth:`__repr__` method for a custom container, it is easy to
1124forget to handle the case where a member refers back to the container itself.
1125Python's builtin objects such as :class:`list` and :class:`set` handle
1126self-reference by displaying "..." in the recursive part of the representation
1127string.
1128
1129To help write such :meth:`__repr__` methods, the :mod:`reprlib` module has a new
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001130decorator, :func:`~reprlib.recursive_repr`, for detecting recursive calls to
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001131:meth:`__repr__` and substituting a placeholder string instead::
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001132
1133 >>> class MyList(list):
1134 @recursive_repr()
1135 def __repr__(self):
1136 return '<' + '|'.join(map(repr, self)) + '>'
1137
1138 >>> m = MyList('abc')
1139 >>> m.append(m)
1140 >>> m.append('x')
1141 >>> print(m)
1142 <'a'|'b'|'c'|...|'x'>
1143
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001144(Contributed by Raymond Hettinger in :issue:`9826` and :issue:`9840`.)
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001145
Raymond Hettinger9f62d742011-02-10 09:20:26 +00001146logging
1147-------
1148
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001149In addition to dictionary-based configuration described above, the
Raymond Hettinger9f62d742011-02-10 09:20:26 +00001150:mod:`logging` package has many other improvements.
1151
1152The logging documentation has been augmented by a :ref:`basic tutorial
1153<logging-basic-tutorial>`\, an :ref:`advanced tutorial
1154<logging-advanced-tutorial>`\, and a :ref:`cookbook <logging-cookbook>` of
1155logging recipes. These documents are the fastest way to learn about logging.
1156
1157The :func:`logging.basicConfig` set-up function gained a *style* argument to
1158support three different types of string formatting. It defaults to "%" for
1159traditional %-formatting, can be set to "{" for the new :meth:`str.format` style, or
1160can be set to "$" for the shell-style formatting provided by
1161:class:`string.Template`. The following three configurations are equivalent::
1162
1163 >>> from logging import basicConfig
1164 >>> basicConfig(style='%', format="%(name)s -> %(levelname)s: %(message)s")
1165 >>> basicConfig(style='{', format="{name} -> {levelname} {message}")
1166 >>> basicConfig(style='$', format="$name -> $levelname: $message")
1167
1168If no configuration is set-up before a logging event occurs, there is now a
1169default configuration using a :class:`~logging.StreamHandler` directed to
1170:attr:`sys.stderr` for events of ``WARNING`` level or higher. Formerly, an
1171event occurring before a configuration was set-up would either raise an
1172exception or silently drop the event depending on the value of
1173:attr:`logging.raiseExceptions`. The new default handler is stored in
1174:attr:`logging.lastResort`.
1175
1176The use of filters has been simplified. Instead of creating a
1177:class:`~logging.Filter` object, the predicate can be any Python callable that
1178returns *True* or *False*.
1179
1180There were a number of other improvements that add flexibility and simplify
1181configuration. See the module documentation for a full listing of changes in
1182Python 3.2.
1183
Raymond Hettinger50307b62011-01-24 01:18:30 +00001184csv
1185---
1186
1187The :mod:`csv` module now supports a new dialect, :class:`~csv.unix_dialect`,
1188which applies quoting for all fields and a traditional Unix style with ``'\n'`` as
1189the line terminator. The registered dialect name is ``unix``.
1190
1191The :class:`csv.DictWriter` has a new method,
1192:meth:`~csv.DictWriter.writeheader` for writing-out an initial row to document
1193the field names::
1194
1195 >>> import csv, sys
1196 >>> w = csv.DictWriter(sys.stdout, ['name', 'dept'], dialect='unix')
1197 >>> w.writeheader()
1198 "name","dept"
1199 >>> w.writerows([
1200 {'name': 'tom', 'dept': 'accounting'},
1201 {'name': 'susan', 'dept': 'Salesl'}])
1202 "tom","accounting"
1203 "susan","sales"
1204
1205(New dialect suggested by Jay Talbot in :issue:`5975`, and the new method
1206suggested by Ed Abraham in :issue:`1537721`.)
1207
Raymond Hettinger480ed782010-12-15 22:07:15 +00001208contextlib
1209----------
1210
1211There is a new and slightly mind-blowing tool
1212:class:`~contextlib.ContextDecorator` that is helpful for creating a
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001213:term:`context manager` that does double duty as a function decorator.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001214
1215As a convenience, this new functionality is used by
1216:func:`~contextlib.contextmanager` so that no extra effort is needed to support
1217both roles.
1218
1219The basic idea is that both context managers and function decorators can be used
1220for pre-action and post-action wrappers. Context managers wrap a group of
Raymond Hettingerc136b042011-01-18 07:15:39 +00001221statements using a :keyword:`with` statement, and function decorators wrap a
Raymond Hettinger480ed782010-12-15 22:07:15 +00001222group of statements enclosed in a function. So, occasionally there is a need to
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001223write a pre-action or post-action wrapper that can be used in either role.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001224
1225For example, it is sometimes useful to wrap functions or groups of statements
1226with a logger that can track the time of entry and time of exit. Rather than
1227writing both a function decorator and a context manager for the task, the
1228:func:`~contextlib.contextmanager` provides both capabilities in a single
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001229definition::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001230
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001231 from contextlib import contextmanager
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001232 import logging
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001233
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001234 logging.basicConfig(level=logging.INFO)
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001235
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001236 @contextmanager
1237 def track_entry_and_exit(name):
1238 logging.info('Entering: {}'.format(name))
1239 yield
1240 logging.info('Exiting: {}'.format(name))
Raymond Hettinger480ed782010-12-15 22:07:15 +00001241
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001242Formerly, this would have only been usable as a context manager::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001243
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001244 with track_entry_and_exit('widget loader'):
1245 print('Some time consuming activity goes here')
1246 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001247
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001248Now, it can be used as a decorator as well::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001249
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001250 @track_entry_and_exit('widget loader')
1251 def activity():
1252 print('Some time consuming activity goes here')
1253 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001254
1255Trying to fulfill two roles at once places some limitations on the technique.
1256Context managers normally have the flexibility to return an argument usable by
Raymond Hettingerc136b042011-01-18 07:15:39 +00001257a :keyword:`with` statement, but there is no parallel for function decorators.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001258
Raymond Hettinger9743e4f2010-12-16 02:24:12 +00001259In the above example, there is not a clean way for the *track_entry_and_exit*
Raymond Hettinger388af4b2011-01-06 20:55:29 +00001260context manager to return a logging instance for use in the body of enclosed
1261statements.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001262
1263(Contributed by Michael Foord in :issue:`9110`.)
1264
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001265decimal and fractions
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001266---------------------
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001267
1268Mark Dickinson crafted an elegant and efficient scheme for assuring that
1269different numeric datatypes will have the same hash value whenever their actual
1270values are equal (:issue:`8188`)::
1271
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001272 assert hash(Fraction(3, 2)) == hash(1.5) == \
1273 hash(Decimal("1.5")) == hash(complex(1.5, 0))
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001274
Raymond Hettingere7dfe742011-01-24 09:17:24 +00001275Some of the hashing details are exposed through a new attribute,
1276:attr:`sys.hash_info`, which describes the bit width of the hash value, the
1277prime modulus, the hash values for *infinity* and *nan*, and the multiplier
1278used for the imaginary part of a number:
1279
1280>>> sys.hash_info
1281sys.hash_info(width=64, modulus=2305843009213693951, inf=314159, nan=0, imag=1000003)
1282
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001283An early decision to limit the inter-operability of various numeric types has
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001284been relaxed. It is still unsupported (and ill-advised) to have implicit
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001285mixing in arithmetic expressions such as ``Decimal('1.1') + float('1.1')``
1286because the latter loses information in the process of constructing the binary
1287float. However, since existing floating point value can be converted losslessly
1288to either a decimal or rational representation, it makes sense to add them to
1289the constructor and to support mixed-type comparisons.
1290
Raymond Hettingerbb9686f2010-12-16 00:53:05 +00001291* The :class:`decimal.Decimal` constructor now accepts :class:`float` objects
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001292 directly so there in no longer a need to use the :meth:`~decimal.Decimal.from_float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001293 method (:issue:`8257`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001294
1295* Mixed type comparisons are now fully supported so that
1296 :class:`~decimal.Decimal` objects can be directly compared with :class:`float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001297 and :class:`fractions.Fraction` (:issue:`2531` and :issue:`8188`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001298
1299Similar changes were made to :class:`fractions.Fraction` so that the
1300:meth:`~fractions.Fraction.from_float()` and :meth:`~fractions.Fraction.from_decimal`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001301methods are no longer needed (:issue:`8294`):
1302
1303>>> Decimal(1.1)
1304Decimal('1.100000000000000088817841970012523233890533447265625')
1305>>> Fraction(1.1)
1306Fraction(2476979795053773, 2251799813685248)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001307
1308Another useful change for the :mod:`decimal` module is that the
1309:attr:`Context.clamp` attribute is now public. This is useful in creating
1310contexts that correspond to the decimal interchange formats specified in IEEE
1311754 (see :issue:`8540`).
1312
Raymond Hettinger6046e222010-12-16 00:21:08 +00001313(Contributed by Mark Dickinson and Raymond Hettinger.)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001314
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001315ftp
1316---
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001317
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001318The :class:`ftplib.FTP` class now supports the context manager protocol to
1319unconditionally consume :exc:`socket.error` exceptions and to close the FTP
1320connection when done::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +00001321
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001322 >>> from ftplib import FTP
1323 >>> with FTP("ftp1.at.proftpd.org") as ftp:
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001324 ftp.login()
1325 ftp.dir()
1326
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001327 '230 Anonymous login ok, restrictions apply.'
1328 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
1329 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
1330 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
1331 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Georg Brandlda0a2112010-09-05 11:28:33 +00001332
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001333Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
1334also grew auto-closing context managers::
1335
1336 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
1337 for line in f:
1338 process(line)
1339
1340(Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
1341by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +00001342
Antoine Pitroubcba4342011-01-16 18:29:34 +00001343The :class:`~ftplib.FTP_TLS` class now accepts a *context* parameter, which is a
1344:class:`ssl.SSLContext` object allowing bundling SSL configuration options,
Raymond Hettinger4854d142011-01-17 21:29:58 +00001345certificates and private keys into a single (potentially long-lived) structure.
Antoine Pitroubcba4342011-01-16 18:29:34 +00001346
1347(Contributed by Giampaolo Rodolà; :issue:`8806`.)
1348
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001349popen
1350-----
1351
1352The :func:`os.popen` and :func:`subprocess.Popen` functions now support
Raymond Hettingerc136b042011-01-18 07:15:39 +00001353:keyword:`with` statements for auto-closing of the file descriptors.
Georg Brandl3ad46752010-12-05 07:59:29 +00001354
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001355(Contributed by Antoine Pitrou in :issue:`7461`.)
1356
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001357select
1358------
1359
1360The :mod:`select` module now exposes a new, constant attribute,
Antoine Pitroucfad97b2011-01-25 17:24:57 +00001361:attr:`~select.PIPE_BUF`, which gives the minimum number of bytes which are
1362guaranteed not to block when :func:`select.select` says a pipe is ready
1363for writing.
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001364
1365>>> import select
1366>>> select.PIPE_BUF
1367512
1368
Giampaolo Rodolàac039ae2011-01-29 13:24:33 +00001369(Available on Unix systems. Patch by Sébastien Sablé in :issue:`9862`)
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001370
Raymond Hettinger6046e222010-12-16 00:21:08 +00001371gzip and zipfile
1372----------------
Antoine Pitroucd889af2010-10-06 21:13:56 +00001373
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001374:class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
1375:term:`abstract base class` (except for ``truncate()``). It also has a
1376:meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
1377zero-padded file objects.
Raymond Hettingera0266332010-12-07 08:52:41 +00001378
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001379The :mod:`gzip` module also gains the :func:`~gzip.compress` and
1380:func:`~gzip.decompress` functions for easier in-memory compression and
Raymond Hettinger51e21072011-01-10 23:38:15 +00001381decompression. Keep in mind that text needs to be encoded as :class:`bytes`
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001382before compressing and decompressing:
Raymond Hettingera0266332010-12-07 08:52:41 +00001383
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001384>>> s = 'Three shall be the number thou shalt count, '
1385>>> s += 'and the number of the counting shall be three'
1386>>> b = s.encode() # convert to utf-8
1387>>> len(b)
138889
1389>>> c = gzip.compress(b)
1390>>> len(c)
139177
1392>>> gzip.decompress(c).decode()[:42] # decompress and convert to text
1393'Three shall be the number thou shalt count,'
Antoine Pitroucd889af2010-10-06 21:13:56 +00001394
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001395(Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
1396Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
1397:issue:`2846`.)
1398
Raymond Hettinger6046e222010-12-16 00:21:08 +00001399Also, the :class:`zipfile.ZipExtFile` class was reworked internally to represent
1400files stored inside an archive. The new implementation is significantly faster
1401and can be wrapped in a :class:`io.BufferedReader` object for more speedups. It
1402also solves an issue where interleaved calls to *read* and *readline* gave the
1403wrong results.
1404
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001405(Patch submitted by Nir Aides in :issue:`7610`.)
Raymond Hettinger6046e222010-12-16 00:21:08 +00001406
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001407tarfile
1408-------
1409
1410The :class:`~tarfile.TarFile` class can now be used as a content manager. In
1411addition, its :meth:`~tarfile.TarFile.add` method has a new option, *filter*,
1412that controls which files are added to the archive and allows the file metadata
1413to be edited.
1414
1415The new *filter* option replaces the older, less flexible *exclude* parameter
1416which is now deprecated. If specified, the optional *filter* parameter needs to
1417be a :term:`keyword argument`. The user-supplied filter function accepts a
1418:class:`~tarfile.TarInfo` object and returns an updated
1419:class:`~tarfile.TarInfo` object, or if it wants the file to be excluded, the
1420function can return *None*::
1421
1422 >>> import tarfile, glob
1423
1424 >>> def myfilter(tarinfo):
1425 if tarinfo.isfile(): # only save real files
1426 tarinfo.uname = 'monty' # redact the user name
1427 return tarinfo
1428
Raymond Hettingere6f0abf2011-01-27 07:34:45 +00001429 >>> with tarfile.open(name='myarchive.tar.gz', mode='w:gz') as tf:
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001430 for filename in glob.glob('*.txt'):
1431 tf.add(filename, filter=myfilter)
1432 tf.list()
1433 -rw-r--r-- monty/501 902 2011-01-26 17:59:11 annotations.txt
1434 -rw-r--r-- monty/501 123 2011-01-26 17:59:11 general_questions.txt
1435 -rw-r--r-- monty/501 3514 2011-01-26 17:59:11 prion.txt
1436 -rw-r--r-- monty/501 124 2011-01-26 17:59:11 py_todo.txt
1437 -rw-r--r-- monty/501 1399 2011-01-26 17:59:11 semaphore_notes.txt
1438
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001439(Proposed by Tarek Ziadé and implemented by Lars Gustäbel in :issue:`6856`.)
1440
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001441hashlib
1442-------
1443
1444The :mod:`hashlib` module has two new constant attributes listing the hashing
1445algorithms guaranteed to be present in all implementations and those available
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001446on the current implementation::
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001447
1448 >>> import hashlib
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001449
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001450 >>> hashlib.algorithms_guaranteed
1451 {'sha1', 'sha224', 'sha384', 'sha256', 'sha512', 'md5'}
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001452
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001453 >>> hashlib.algorithms_available
1454 {'md2', 'SHA256', 'SHA512', 'dsaWithSHA', 'mdc2', 'SHA224', 'MD4', 'sha256',
1455 'sha512', 'ripemd160', 'SHA1', 'MDC2', 'SHA', 'SHA384', 'MD2',
1456 'ecdsa-with-SHA1','md4', 'md5', 'sha1', 'DSA-SHA', 'sha224',
1457 'dsaEncryption', 'DSA', 'RIPEMD160', 'sha', 'MD5', 'sha384'}
1458
1459(Suggested by Carl Chenet in :issue:`7418`.)
1460
Raymond Hettinger50307b62011-01-24 01:18:30 +00001461ast
1462---
1463
1464The :mod:`ast` module has a wonderful a general-purpose tool for safely
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00001465evaluating expression strings using the Python literal
Raymond Hettinger50307b62011-01-24 01:18:30 +00001466syntax. The :func:`ast.literal_eval` function serves as a secure alternative to
1467the builtin :func:`eval` function which is easily abused. Python 3.2 adds
1468:class:`bytes` and :class:`set` literals to the list of supported types:
1469strings, bytes, numbers, tuples, lists, dicts, sets, booleans, and None.
1470
1471::
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001472
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001473 >>> from ast import literal_eval
Raymond Hettinger50307b62011-01-24 01:18:30 +00001474
1475 >>> request = "{'req': 3, 'func': 'pow', 'args': (2, 0.5)}"
1476 >>> literal_eval(request)
1477 {'args': (2, 0.5), 'req': 3, 'func': 'pow'}
1478
1479 >>> request = "os.system('do something harmful')"
1480 >>> literal_eval(request)
1481 Traceback (most recent call last):
1482 ...
1483 ValueError: malformed node or string: <_ast.Call object at 0x101739a10>
1484
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001485(Implemented by Georg Brandl.)
1486
Raymond Hettinger2270d582011-01-20 09:04:39 +00001487os
1488--
1489
1490Different operating systems use various encodings for filenames and environment
1491variables. The :mod:`os` module provides two new functions,
1492:func:`~os.fsencode` and :func:`~os.fsdecode`, for encoding and decoding
1493filenames:
1494
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001495>>> filename = 'Sehenswürdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001496>>> os.fsencode(filename)
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001497b'Sehensw\xc3\xbcrdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001498
1499Some operating systems allow direct access to the unencoded bytes in the
1500environment. If so, the :attr:`os.supports_bytes_environ` constant will be
1501true.
1502
1503For direct access to unencoded environment variables (if available),
1504use the new :func:`os.getenvb` function or use :data:`os.environb`
1505which is a bytes version of :data:`os.environ`.
1506
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001507(Contributed by Victor Stinner.)
Raymond Hettinger2270d582011-01-20 09:04:39 +00001508
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001509shutil
1510------
1511
1512The :func:`shutil.copytree` function has two new options:
Antoine Pitroud67075e2010-07-31 22:48:02 +00001513
Antoine Pitrou121a0552011-01-16 18:16:52 +00001514* *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
Raymond Hettingerc136b042011-01-18 07:15:39 +00001515 copies a file pointed to by a symlink, not the symlink itself. This option
1516 will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001517
Antoine Pitrou121a0552011-01-16 18:16:52 +00001518* *copy_function*: is a callable that will be used to copy files.
1519 :func:`shutil.copy2` is used by default.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001520
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001521(Contributed by Tarek Ziadé.)
Antoine Pitroud67075e2010-07-31 22:48:02 +00001522
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001523In addition, the :mod:`shutil` module now supports :ref:`archiving operations
1524<archiving-operations>` for zipfiles, uncompressed tarfiles, gzipped tarfiles,
1525and bzipped tarfiles. And there are functions for registering additional
1526archiving file formats (such as xz compressed tarfiles or custom formats).
1527
1528The principal functions are :func:`~shutil.make_archive` and
1529:func:`~shutil.unpack_archive`. By default, both operate on the current
1530directory (which can be set by :func:`os.chdir`) and on any sub-directories.
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001531The archive filename needs to be specified with a full pathname. The archiving
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001532step is non-destructive (the original files are left unchanged).
1533
1534::
1535
1536 >>> import shutil, pprint
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001537
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001538 >>> os.chdir('mydata') # change to the source directory
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001539 >>> f = shutil.make_archive('/var/backup/mydata',
1540 'zip') # archive the current directory
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001541 >>> f # show the name of archive
1542 '/var/backup/mydata.zip'
1543 >>> os.chdir('tmp') # change to an unpacking
1544 >>> shutil.unpack_archive('/var/backup/mydata.zip') # recover the data
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001545
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001546 >>> pprint.pprint(shutil.get_archive_formats()) # display known formats
1547 [('bztar', "bzip2'ed tar-file"),
1548 ('gztar', "gzip'ed tar-file"),
1549 ('tar', 'uncompressed tar file'),
1550 ('zip', 'ZIP file')]
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001551
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001552 >>> shutil.register_archive_format( # register a new archive format
1553 name = 'xz',
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001554 function = xz.compress, # callable archiving function
1555 extra_args = [('level', 8)], # arguments to the function
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001556 description = 'xz compression'
1557 )
1558
1559(Contributed by Tarek Ziadé.)
1560
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001561sqlite3
1562-------
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001563
Terry Reedy91638e72011-02-09 19:21:00 +00001564The :mod:`sqlite3` module was updated to pysqlite version 2.6.0. It has two new capabilities.
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001565
Raymond Hettinger0358a172010-12-15 19:00:38 +00001566* The :attr:`sqlite3.Connection.in_transit` attribute is true if there is an
1567 active transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001568
Raymond Hettinger0358a172010-12-15 19:00:38 +00001569* The :meth:`sqlite3.Connection.enable_load_extension` and
1570 :meth:`sqlite3.Connection.load_extension` methods allows you to load SQLite
1571 extensions from ".so" files. One well-known extension is the fulltext-search
1572 extension distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001573
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001574(Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
1575
Raymond Hettingera3b7a142011-01-24 05:26:00 +00001576html
1577----
1578
1579A new :mod:`html` module was introduced with only a single function,
1580:func:`~html.escape`, which is used for escaping reserved characters from HTML
1581markup:
1582
1583>>> import html
1584>>> html.escape('x > 2 && x < 7')
1585'x &gt; 2 &amp;&amp; x &lt; 7'
1586
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001587socket
1588------
1589
1590The :mod:`socket` module has two new improvements.
1591
1592* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
1593 the socket into closed state without actually closing the underlying file
1594 descriptor. The latter can then be reused for other purposes.
1595 (Added by Antoine Pitrou; :issue:`8524`.)
1596
1597* :func:`socket.create_connection` now supports the context manager protocol
1598 to unconditionally consume :exc:`socket.error` exceptions and to close the
1599 socket when done.
1600 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
1601
1602ssl
1603---
Antoine Pitroud67075e2010-07-31 22:48:02 +00001604
Raymond Hettinger4854d142011-01-17 21:29:58 +00001605The :mod:`ssl` module added a number of features to satisfy common requirements
1606for secure (encrypted, authenticated) internet connections:
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001607
Raymond Hettinger4854d142011-01-17 21:29:58 +00001608* A new class, :class:`~ssl.SSLContext`, serves as a container for persistent
1609 SSL data, such as protocol settings, certificates, private keys, and various
1610 other options. It includes a :meth:`~ssl.SSLContext.wrap_socket` for creating
1611 an SSL socket from an SSL context.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001612
Raymond Hettinger4854d142011-01-17 21:29:58 +00001613* A new function, :func:`ssl.match_hostname`, supports server identity
1614 verification for higher-level protocols by implementing the rules of HTTPS
1615 (from :rfc:`2818`) which are also suitable for other protocols.
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +00001616
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001617* The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
Raymond Hettinger4854d142011-01-17 21:29:58 +00001618 argument. The *ciphers* string lists the allowed encryption algorithms using
1619 the format described in the `OpenSSL documentation
1620 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001621
Raymond Hettinger4854d142011-01-17 21:29:58 +00001622* When linked against recent versions of OpenSSL, the :mod:`ssl` module now
1623 supports the Server Name Indication extension to the TLS protocol, allowing
1624 multiple "virtual hosts" using different certificates on a single IP port.
1625 This extension is only supported in client mode, and is activated by passing
1626 the *server_hostname* argument to :meth:`ssl.SSLContext.wrap_socket`.
Antoine Pitrou7d15a722010-11-05 22:13:55 +00001627
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001628* Various options have been added to the :mod:`ssl` module, such as
Raymond Hettinger4854d142011-01-17 21:29:58 +00001629 :data:`~ssl.OP_NO_SSLv2` which disables the insecure and obsolete SSLv2
1630 protocol.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001631
Raymond Hettinger4854d142011-01-17 21:29:58 +00001632* The extension now loads all the OpenSSL ciphers and digest algorithms. If
1633 some SSL certificates cannot be verified, they are reported as an "unknown
1634 algorithm" error.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001635
Raymond Hettinger4854d142011-01-17 21:29:58 +00001636* The version of OpenSSL being used is now accessible using the module
1637 attributes :data:`ssl.OPENSSL_VERSION` (a string),
1638 :data:`ssl.OPENSSL_VERSION_INFO` (a 5-tuple), and
1639 :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer).
1640
1641(Contributed by Antoine Pitrou in :issue:`8850`, :issue:`1589`, :issue:`8322`,
1642:issue:`5639`, :issue:`4870`, :issue:`8484`, and :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001643
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001644nntp
1645----
Raymond Hettinger070ec702010-12-10 17:45:13 +00001646
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001647The :mod:`nntplib` module has a revamped implementation with better bytes and
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001648text semantics as well as more practical APIs. These improvements break
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001649compatibility with the nntplib version in Python 3.1, which was partly
1650dysfunctional in itself.
Raymond Hettinger070ec702010-12-10 17:45:13 +00001651
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001652Support for secure connections through both implicit (using
1653:class:`nntplib.NNTP_SSL`) and explicit (using :meth:`nntplib.NNTP.starttls`)
1654TLS has also been added.
1655
1656(Contributed by Antoine Pitrou in :issue:`9360` and Andrew Vant in :issue:`1926`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001657
1658certificates
1659------------
1660
1661:class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
1662and :func:`urllib.request.urlopen` now take optional arguments to allow for
1663server certificate checking against a set of Certificate Authorities,
1664as recommended in public uses of HTTPS.
1665
1666(Added by Antoine Pitrou, :issue:`9003`.)
1667
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00001668imaplib
1669-------
1670
1671Support for explicit TLS on standard IMAP4 connections has been added through
1672the new :mod:`imaplib.IMAP4.starttls` method.
1673
1674(Contributed by Lorenzo M. Catucci and Antoine Pitrou, :issue:`4471`.)
1675
Raymond Hettinger62399742011-01-30 00:55:47 +00001676http.client
1677-----------
1678
1679There were a number of small API improvements in the :mod:`http.client` module.
1680The old-style HTTP 0.9 simple responses are no longer supported and the *strict*
1681parameter is deprecated in all classes.
1682
1683The :class:`~http.client.HTTPConnection` and
1684:class:`~http.client.HTTPSConnection` classes now have a *source_address*
1685parameter for a (host, port) tuple indicating where the HTTP connection is made
1686from.
1687
1688Support for certificate checking and HTTPS virtual hosts were added to
1689:class:`~http.client.HTTPSConnection`.
1690
1691The :meth:`~http.client.HTTPConnection.request` method on connection objects
1692allowed an optional *body* argument so that a :term:`file object` could be used
1693to supply the content of the request. Conveniently, the *body* argument now
1694also accepts an :term:`iterable` object so long as it includes an explicit
1695``Content-Length`` header. This extended interface is much more flexible than
1696before.
1697
1698To establish an HTTPS connection through a proxy server, there is a new
1699:meth:`~http.client.HTTPConnection.set_tunnel` method that sets the host and
1700port for HTTP Connect tunneling.
1701
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001702To match the behavior of :mod:`http.server`, the HTTP client library now also
Raymond Hettinger62399742011-01-30 00:55:47 +00001703encodes headers with ISO-8859-1 (Latin-1) encoding. It was already doing that
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001704for incoming headers, so now the behavior is consistent for both incoming and
Raymond Hettinger62399742011-01-30 00:55:47 +00001705outgoing traffic. (See work by Armin Ronacher in :issue:`10980`.)
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00001706
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001707unittest
1708--------
Antoine Pitrouafb078d2010-11-05 22:18:28 +00001709
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001710The unittest module has a number of improvements supporting test discovery for
1711packages, easier experimentation at the interactive prompt, new testcase
1712methods, improved diagnostic messages for test failures, and better method
1713names.
1714
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001715* The command-line call ``python -m unittest`` can now accept file paths
Raymond Hettingera0266332010-12-07 08:52:41 +00001716 instead of module names for running specific tests (:issue:`10620`). The new
1717 test discovery can find tests within packages, locating any test importable
Raymond Hettingerc136b042011-01-18 07:15:39 +00001718 from the top-level directory. The top-level directory can be specified with
Raymond Hettingera0266332010-12-07 08:52:41 +00001719 the `-t` option, a pattern for matching files with ``-p``, and a directory to
1720 start discovery with ``-s``::
1721
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001722 $ python -m unittest discover -s my_proj_dir -p _test.py
Raymond Hettingera0266332010-12-07 08:52:41 +00001723
1724 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001725
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001726* Experimentation at the interactive prompt is now easier because the
1727 :class:`unittest.case.TestCase` class can now be instantiated without
1728 arguments:
1729
1730 >>> TestCase().assertEqual(pow(2, 3), 8)
1731
1732 (Contributed by Michael Foord.)
1733
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001734* The :mod:`unittest` module has two new methods,
1735 :meth:`~unittest.TestCase.assertWarns` and
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001736 :meth:`~unittest.TestCase.assertWarnsRegex` to verify that a given warning type
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001737 is triggered by the code under test::
Antoine Pitroud3052002010-09-15 15:09:40 +00001738
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001739 with self.assertWarns(DeprecationWarning):
1740 legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001741
Antoine Pitroueec6dbf2011-01-16 18:21:12 +00001742 (Contributed by Antoine Pitrou, :issue:`9754`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001743
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001744 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001745 compare two iterables to determine if their element counts are equal (whether
1746 the same elements are present with the same number of occurrences regardless
1747 of order)::
Raymond Hettingera0266332010-12-07 08:52:41 +00001748
1749 def test_anagram(self):
1750 self.assertCountEqual('algorithm', 'logarithm')
1751
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001752 (Contributed by Raymond Hettinger.)
1753
1754* A principal feature of the unittest module is an effort to produce meaningful
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001755 diagnostics when a test fails. When possible, the failure is recorded along
Raymond Hettingera0266332010-12-07 08:52:41 +00001756 with a diff of the output. This is especially helpful for analyzing log files
1757 of failed test runs. However, since diffs can sometime be voluminous, there is
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00001758 a new :attr:`~unittest.TestCase.maxDiff` attribute that sets maximum length of
1759 diffs displayed.
Raymond Hettingera0266332010-12-07 08:52:41 +00001760
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001761* In addition, the method names in the module have undergone a number of clean-ups.
1762
1763 For example, :meth:`~unittest.TestCase.assertRegex` is the new name for
Raymond Hettingera0266332010-12-07 08:52:41 +00001764 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001765 test uses :func:`re.search`, not :func:`re.match`. Other methods using
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001766 regular expressions are now named using short form "Regex" in preference to
1767 "Regexp" -- this matches the names used in other unittest implementations,
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001768 matches Python's old name for the :mod:`re` module, and it has unambiguous
1769 camel-casing.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001770
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001771 (Contributed by Raymond Hettinger and implemented by Ezio Melotti.)
1772
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001773* To improve consistency, some long-standing method aliases are being
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001774 deprecated in favor of the preferred names:
1775
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001776 =============================== ==============================
1777 Old Name Preferred Name
1778 =============================== ==============================
1779 :meth:`assert_` :meth:`.assertTrue`
1780 :meth:`assertEquals` :meth:`.assertEqual`
1781 :meth:`assertNotEquals` :meth:`.assertNotEqual`
1782 :meth:`assertAlmostEquals` :meth:`.assertAlmostEqual`
1783 :meth:`assertNotAlmostEquals` :meth:`.assertNotAlmostEqual`
1784 =============================== ==============================
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001785
1786 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001787 to be removed in Python 3.3. Also see the :ref:`deprecated-aliases` section in
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001788 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001789
1790 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001791
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001792* The :meth:`~unittest.TestCase.assertDictContainsSubset` method was deprecated
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001793 because it was misimplemented with the arguments in the wrong order. This
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001794 created hard-to-debug optical illusions where tests like
1795 ``TestCase().assertDictContainsSubset({'a':1, 'b':2}, {'a':1})`` would fail.
1796
1797 (Contributed by Raymond Hettinger.)
1798
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001799random
1800------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001801
Raymond Hettinger0358a172010-12-15 19:00:38 +00001802The integer methods in the :mod:`random` module now do a better job of producing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001803uniform distributions. Previously, they computed selections with
1804``int(n*random())`` which had a slight bias whenever *n* was not a power of two.
Raymond Hettingerc136b042011-01-18 07:15:39 +00001805Now, multiple selections are made from a range up to the next power of two and a
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001806selection is kept only when it falls within the range ``0 <= x < n``. The
1807functions and methods affected are :func:`~random.randrange`,
1808:func:`~random.randint`, :func:`~random.choice`, :func:`~random.shuffle` and
1809:func:`~random.sample`.
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001810
1811(Contributed by Raymond Hettinger; :issue:`9025`.)
1812
1813poplib
1814------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001815
Raymond Hettingered92b5a2011-02-11 00:03:03 +00001816:class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
1817:class:`ssl.SSLContext` object allowing bundling SSL configuration options,
1818certificates and private keys into a single (potentially long-lived)
1819structure.
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001820
Raymond Hettingered92b5a2011-02-11 00:03:03 +00001821(Contributed by Giampaolo Rodolà; :issue:`8807`.)
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001822
Raymond Hettingered92b5a2011-02-11 00:03:03 +00001823asyncore
1824--------
Giampaolo Rodolà977c7072010-10-04 21:08:36 +00001825
Raymond Hettingered92b5a2011-02-11 00:03:03 +00001826:class:`asyncore.dispatcher` now provides a
1827:meth:`~asyncore.dispatcher.handle_accepted()` method
1828returning a `(sock, addr)` pair which is called when a connection has actually
1829been established with a new remote endpoint. This is supposed to be used as a
1830replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
1831the user to call :meth:`~asyncore.dispatcher.accept()` directly.
1832
Raymond Hettinger44028d82011-02-11 00:08:38 +00001833(Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001834
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001835tempfile
1836--------
Raymond Hettingera0266332010-12-07 08:52:41 +00001837
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001838The :mod:`tempfile` module has a new context manager,
1839:class:`~tempfile.TemporaryDirectory` which provides easy deterministic
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001840cleanup of temporary directories::
Nick Coghlan543af752010-10-24 11:23:25 +00001841
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001842 with tempfile.TemporaryDirectory() as tmpdirname:
1843 print('created temporary dir:', tmpdirname)
Nick Coghlan543af752010-10-24 11:23:25 +00001844
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001845(Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001846
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001847inspect
1848-------
1849
Raymond Hettinger0358a172010-12-15 19:00:38 +00001850* The :mod:`inspect` module has a new function
1851 :func:`~inspect.getgeneratorstate` to easily identify the current state of a
Raymond Hettingera275c982011-01-20 04:03:19 +00001852 generator-iterator::
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001853
Raymond Hettingera275c982011-01-20 04:03:19 +00001854 >>> from inspect import getgeneratorstate
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001855 >>> def gen():
Raymond Hettingera275c982011-01-20 04:03:19 +00001856 yield 'demo'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001857 >>> g = gen()
Raymond Hettingera275c982011-01-20 04:03:19 +00001858 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001859 'GEN_CREATED'
1860 >>> next(g)
Raymond Hettingera275c982011-01-20 04:03:19 +00001861 'demo'
1862 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001863 'GEN_SUSPENDED'
Raymond Hettingera275c982011-01-20 04:03:19 +00001864 >>> next(g, None)
1865 >>> getgeneratorstate(g)
1866 'GEN_CLOSED'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001867
1868 (Contributed by Rodolpho Eckhardt and Nick Coghlan, :issue:`10220`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001869
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001870* To support lookups without the possibility of activating a dynamic attribute,
1871 the :mod:`inspect` module has a new function, :func:`~inspect.getattr_static`.
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001872 Unlike :func:`hasattr`, this is a true read-only search, guaranteed not to
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001873 change state while it is searching::
1874
1875 >>> class A:
1876 @property
1877 def f(self):
1878 print('Running')
1879 return 10
1880
1881 >>> a = A()
1882 >>> getattr(a, 'f')
1883 Running
1884 10
1885 >>> inspect.getattr_static(a, 'f')
1886 <property object at 0x1022bd788>
1887
1888 (Contributed by Michael Foord.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001889
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001890pydoc
1891-----
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001892
Raymond Hettinger89c1cd12011-01-19 04:43:45 +00001893The :mod:`pydoc` module now provides a much-improved Web server interface, as
1894well as a new command-line option ``-b`` to automatically open a browser window
1895to display that server::
1896
1897 $ pydoc3.2 -b
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001898
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001899(Contributed by Ron Adam; :issue:`2001`.)
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001900
Raymond Hettingeracff5952011-01-24 01:51:49 +00001901dis
1902---
1903
1904The :mod:`dis` module gained two new functions for inspecting code,
1905:func:`~dis.code_info` and :func:`~dis.show_code`. Both provide detailed code
1906object information for the supplied function, method, source code string or code
1907object. The former returns a string and the latter prints it::
1908
1909 >>> import dis, random
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001910 >>> dis.show_code(random.choice)
Raymond Hettingeracff5952011-01-24 01:51:49 +00001911 Name: choice
1912 Filename: /Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/random.py
1913 Argument count: 2
1914 Kw-only arguments: 0
1915 Number of locals: 3
1916 Stack size: 11
1917 Flags: OPTIMIZED, NEWLOCALS, NOFREE
1918 Constants:
1919 0: 'Choose a random element from a non-empty sequence.'
1920 1: 'Cannot choose from an empty sequence'
1921 Names:
1922 0: _randbelow
1923 1: len
1924 2: ValueError
1925 3: IndexError
1926 Variable names:
1927 0: self
1928 1: seq
1929 2: i
1930
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001931In addition, the :func:`~dis.dis` function now accepts string arguments
1932so that the common idiom ``dis(compile(s, '', 'eval'))`` can be shortened
Raymond Hettinger8cd0b382011-02-07 04:00:24 +00001933to ``dis(s)``::
Raymond Hettingerfb2d1672011-02-06 20:08:57 +00001934
1935 >>> dis('3*x+1 if x%2==1 else x//2')
1936 1 0 LOAD_NAME 0 (x)
1937 3 LOAD_CONST 0 (2)
1938 6 BINARY_MODULO
1939 7 LOAD_CONST 1 (1)
1940 10 COMPARE_OP 2 (==)
1941 13 POP_JUMP_IF_FALSE 28
1942 16 LOAD_CONST 2 (3)
1943 19 LOAD_NAME 0 (x)
1944 22 BINARY_MULTIPLY
1945 23 LOAD_CONST 1 (1)
1946 26 BINARY_ADD
1947 27 RETURN_VALUE
1948 >> 28 LOAD_NAME 0 (x)
1949 31 LOAD_CONST 0 (2)
1950 34 BINARY_FLOOR_DIVIDE
1951 35 RETURN_VALUE
1952
1953Taken together, these improvements make it easier to explore how CPython is
1954implemented and to see for yourself what the language syntax does
1955under-the-hood.
1956
Raymond Hettingeracff5952011-01-24 01:51:49 +00001957(Contributed by Nick Coghlan in :issue:`9147`.)
1958
1959dbm
1960---
1961
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00001962All database modules now support the :meth:`get` and :meth:`setdefault` methods.
Raymond Hettingeracff5952011-01-24 01:51:49 +00001963
1964(Suggested by Ray Allen in :issue:`9523`.)
1965
1966ctypes
1967------
1968
1969A new type, :class:`ctypes.c_ssize_t` represents the C :c:type:`ssize_t` datatype.
1970
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001971site
1972----
1973
1974The :mod:`site` module has three new functions useful for reporting on the
1975details of a given Python installation.
1976
1977* :func:`~site.getsitepackages` lists all global site-packages directories.
1978
1979* :func:`~site.getuserbase` reports on the user's base directory where data can
1980 be stored.
1981
1982* :func:`~site.getusersitepackages` reveals the user-specific site-packages
1983 directory path.
1984
1985::
1986
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001987 >>> import site
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001988 >>> site.getsitepackages()
1989 ['/Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/site-packages',
1990 '/Library/Frameworks/Python.framework/Versions/3.2/lib/site-python',
1991 '/Library/Python/3.2/site-packages']
1992 >>> site.getuserbase()
1993 '/Users/raymondhettinger/Library/Python/3.2'
1994 >>> site.getusersitepackages()
1995 '/Users/raymondhettinger/Library/Python/3.2/lib/python/site-packages'
1996
1997Conveniently, some of site's functionality is accessible directly from the
1998command-line::
1999
2000 $ python -m site --user-base
2001 /Users/raymondhettinger/.local
2002 $ python -m site --user-site
2003 /Users/raymondhettinger/.local/lib/python3.2/site-packages
2004
Raymond Hettinger712d2b42011-01-27 06:46:54 +00002005(Contributed by Tarek Ziadé.)
2006
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002007sysconfig
2008---------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002009
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002010The new :mod:`sysconfig` module makes it straightforward to discover
Raymond Hettinger1fbd8e12011-02-10 09:43:04 +00002011installation paths and configuration variables that vary across platforms and
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002012installations.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002013
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002014The module offers access simple access functions for platform and version
2015information:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002016
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002017* :func:`~sysconfig.get_platform` returning values like *linux-i586* or
2018 *macosx-10.6-ppc*.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002019* :func:`~sysconfig.get_python_version` returns a Python version string
2020 such as "3.2".
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002021
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002022It also provides access to the paths and variables corresponding to one of
2023seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
2024*posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002025
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002026* :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
2027 for the current installation scheme.
2028* :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
2029 variables.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002030
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002031There is also a convenient command-line interface::
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002032
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002033 C:\Python32>python -m sysconfig
2034 Platform: "win32"
2035 Python version: "3.2"
2036 Current installation scheme: "nt"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002037
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002038 Paths:
2039 data = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00002040 include = "C:\Python32\Include"
2041 platinclude = "C:\Python32\Include"
2042 platlib = "C:\Python32\Lib\site-packages"
2043 platstdlib = "C:\Python32\Lib"
2044 purelib = "C:\Python32\Lib\site-packages"
2045 scripts = "C:\Python32\Scripts"
2046 stdlib = "C:\Python32\Lib"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002047
2048 Variables:
2049 BINDIR = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00002050 BINLIBDEST = "C:\Python32\Lib"
2051 EXE = ".exe"
2052 INCLUDEPY = "C:\Python32\Include"
2053 LIBDEST = "C:\Python32\Lib"
2054 SO = ".pyd"
2055 VERSION = "32"
2056 abiflags = ""
2057 base = "C:\Python32"
2058 exec_prefix = "C:\Python32"
2059 platbase = "C:\Python32"
2060 prefix = "C:\Python32"
2061 projectbase = "C:\Python32"
2062 py_version = "3.2"
2063 py_version_nodot = "32"
2064 py_version_short = "3.2"
2065 srcdir = "C:\Python32"
2066 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002067
Raymond Hettinger712d2b42011-01-27 06:46:54 +00002068(Moved out of Distutils by Tarek Ziadé.)
2069
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002070pdb
2071---
2072
2073The :mod:`pdb` debugger module gained a number of usability improvements:
Raymond Hettingerb5d79332010-12-07 02:04:56 +00002074
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002075* :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
2076 :file:`.pdbrc` script file.
2077* A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
2078 that continue debugging.
2079* The :class:`Pdb` class constructor now accepts a *nosigint* argument.
Raymond Hettinger51e21072011-01-10 23:38:15 +00002080* New commands: ``l(list)``, ``ll(long list)`` and ``source`` for
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002081 listing source code.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002082* New commands: ``display`` and ``undisplay`` for showing or hiding
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002083 the value of an expression if it has changed.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002084* New command: ``interact`` for starting an interactive interpreter containing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002085 the global and local names found in the current scope.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002086* Breakpoints can be cleared by breakpoint number.
Raymond Hettingerb5d79332010-12-07 02:04:56 +00002087
Georg Brandl101234b2010-12-18 11:53:25 +00002088(Contributed by Georg Brandl, Antonio Cuni and Ilya Sandler.)
2089
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002090configparser
2091------------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002092
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002093The :mod:`configparser` module was modified to improve usability and
2094predictability of the default parser and its supported INI syntax. The old
2095:class:`ConfigParser` class was removed in favor of :class:`SafeConfigParser`
Raymond Hettinger04129742010-12-18 10:57:50 +00002096which has in turn been renamed to :class:`~configparser.ConfigParser`. Support
2097for inline comments is now turned off by default and section or option
2098duplicates are not allowed in a single configuration source.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002099
2100Config parsers gained a new API based on the mapping protocol::
2101
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002102 >>> parser = ConfigParser()
2103 >>> parser.read_string("""
2104 [DEFAULT]
2105 location = upper left
2106 visible = yes
2107 editable = no
2108 color = blue
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002109
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002110 [main]
2111 title = Main Menu
2112 color = green
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002113
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002114 [options]
2115 title = Options
2116 """)
2117 >>> parser['main']['color']
2118 'green'
2119 >>> parser['main']['editable']
2120 'no'
2121 >>> section = parser['options']
2122 >>> section['title']
2123 'Options'
2124 >>> section['title'] = 'Options (editable: %(editable)s)'
2125 >>> section['title']
2126 'Options (editable: no)'
2127
2128The new API is implemented on top of the classical API, so custom parser
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002129subclasses should be able to use it without modifications.
2130
2131The INI file structure accepted by config parsers can now be customized. Users
Raymond Hettinger04129742010-12-18 10:57:50 +00002132can specify alternative option/value delimiters and comment prefixes, change the
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002133name of the *DEFAULT* section or switch the interpolation syntax.
2134
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002135There is support for pluggable interpolation including an additional interpolation
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002136handler :class:`~configparser.ExtendedInterpolation`::
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002137
2138 >>> parser = ConfigParser(interpolation=ExtendedInterpolation())
2139 >>> parser.read_dict({'buildout': {'directory': '/home/ambv/zope9'},
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002140 'custom': {'prefix': '/usr/local'}})
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002141 >>> parser.read_string("""
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002142 [buildout]
2143 parts =
2144 zope9
2145 instance
2146 find-links =
2147 ${buildout:directory}/downloads/dist
2148
2149 [zope9]
2150 recipe = plone.recipe.zope9install
2151 location = /opt/zope
2152
2153 [instance]
2154 recipe = plone.recipe.zope9instance
2155 zope9-location = ${zope9:location}
2156 zope-conf = ${custom:prefix}/etc/zope.conf
2157 """)
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002158 >>> parser['buildout']['find-links']
2159 '\n/home/ambv/zope9/downloads/dist'
2160 >>> parser['instance']['zope-conf']
2161 '/usr/local/etc/zope.conf'
2162 >>> instance = parser['instance']
2163 >>> instance['zope-conf']
2164 '/usr/local/etc/zope.conf'
2165 >>> instance['zope9-location']
2166 '/opt/zope'
2167
2168A number of smaller features were also introduced, like support for specifying
Raymond Hettinger04129742010-12-18 10:57:50 +00002169encoding in read operations, specifying fallback values for get-functions, or
2170reading directly from dictionaries and strings.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002171
2172(All changes contributed by Łukasz Langa.)
2173
Raymond Hettinger9f62d742011-02-10 09:20:26 +00002174.. XXX consider showing a difflib example
Eli Benderskye2ae8072011-01-31 04:21:40 +00002175
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002176urllib.parse
2177------------
2178
2179A number of usability improvements were made for the :mod:`urllib.parse` module.
2180
2181The :func:`~urllib.parse.urlparse` function now supports `IPv6
2182<http://en.wikipedia.org/wiki/IPv6>`_ addresses as described in :rfc:`2732`:
2183
2184 >>> import urllib.parse
2185 >>> urllib.parse.urlparse('http://[dead:beef:cafe:5417:affe:8FA3:deaf:feed]/foo/')
2186 ParseResult(scheme='http',
2187 netloc='[dead:beef:cafe:5417:affe:8FA3:deaf:feed]',
2188 path='/foo/',
2189 params='',
2190 query='',
2191 fragment='')
2192
2193The :func:`~urllib.parse.urldefrag` function now returns a :term:`named tuple`::
2194
2195 >>> r = urllib.parse.urldefrag('http://python.org/about/#target')
2196 >>> r
2197 DefragResult(url='http://python.org/about/', fragment='target')
2198 >>> r[0]
2199 'http://python.org/about/
2200 >>> r.fragment
2201 'target'
2202
2203And, the :func:`~urllib.parse.urlencode` function is now much more flexible,
2204accepting either a string or bytes type for the *query* argument. If it is a
2205string, then the *safe*, *encoding*, and *error* parameters are sent to
2206:func:`~urllib.parse.quote_plus` for encoding::
2207
2208 >>> urllib.parse.urlencode([
2209 ('type', 'telenovela'),
2210 ('name', '¿Dónde Está Elisa?')],
2211 encoding='latin-1')
2212 'type=telenovela&name=%BFD%F3nde+Est%E1+Elisa%3F'
2213
Georg Brandl009a6bd2011-01-24 19:59:08 +00002214As detailed in :ref:`parsing-ascii-encoded-bytes`, all the :mod:`urllib.parse`
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002215functions now accept ASCII-encoded byte strings as input, so long as they are
2216not mixed with regular strings. If ASCII-encoded byte strings are given as
2217parameters, the return types will also be an ASCII-encoded byte strings:
2218
2219 >>> urllib.parse.urlparse(b'http://www.python.org:80/about/')
2220 ParseResultBytes(scheme=b'http', netloc=b'www.python.org:80',
2221 path=b'/about/', params=b'', query=b'', fragment=b'')
2222
2223(Work by Nick Coghlan, Dan Mahn, and Senthil Kumaran in :issue:`2987`,
2224:issue:`5468`, and :issue:`9873`.)
2225
Raymond Hettinger994d3802011-01-30 07:56:03 +00002226mailbox
2227-------
2228
2229Thanks to a concerted effort by R. David Murray, the :mod:`mailbox` module has
2230been fixed for Python 3.2. The challenge was that mailbox had been originally
2231designed with a text interface, but email messages are best represented with
2232:class:`bytes` because various parts of a message may have different encodings.
2233
2234The solution harnessed the :mod:`email` package's binary support for parsing
2235arbitrary email messages. In addition, the solution required a number of API
2236changes.
2237
2238As expected, the :meth:`~mailbox.Mailbox.add` method for
2239:class:`mailbox.Mailbox` objects now accepts binary input.
2240
2241:class:`~io.StringIO` and text file input are deprecated. Also, string input
2242will fail early if non-ASCII characters are used. Previously it would fail when
2243the email was processed in a later step.
2244
2245There is also support for binary output. The :meth:`~mailbox.Mailbox.get_file`
2246method now returns a file in the binary mode (where it used to incorrectly set
2247the file to text-mode). There is also a new :meth:`~mailbox.Mailbox.get_bytes`
2248method that returns a :class:`bytes` representation of a message corresponding
2249to a given *key*.
2250
Raymond Hettingerce227e32011-01-30 08:20:37 +00002251It is still possible to get non-binary output using the old API's
2252:meth:`~mailbox.Mailbox.get_string` method, but that approach
2253is not very useful. Instead, it is best to extract messages from
2254a :class:`~mailbox.Message` object or to load them from binary input.
2255
2256(Contributed by R. David Murray, with efforts from Steffen Daode Nurpmeso and an
2257initial patch by Victor Stinner in :issue:`9124`.)
Raymond Hettinger994d3802011-01-30 07:56:03 +00002258
Raymond Hettinger2f707c92011-01-25 06:58:01 +00002259turtledemo
2260----------
2261
2262The demonstration code for the :mod:`turtle` module was moved from the *Demo*
2263directory to main library. It includes over a dozen sample scripts with
2264lively displays. Being on :attr:`sys.path`, it can now be run directly
2265from the command-line::
2266
2267 $ python -m turtledemo
2268
Raymond Hettinger712d2b42011-01-27 06:46:54 +00002269(Moved from the Demo directory by Alexander Belopolsky in :issue:`10199`.)
Raymond Hettinger3df46212011-01-06 02:01:26 +00002270
Antoine Pitroud42bc512009-11-10 23:18:31 +00002271Multi-threading
2272===============
2273
Georg Brandlda0a2112010-09-05 11:28:33 +00002274* The mechanism for serializing execution of concurrently running Python threads
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002275 (generally known as the :term:`GIL` or :term:`Global Interpreter Lock`) has
2276 been rewritten. Among the objectives were more predictable switching
2277 intervals and reduced overhead due to lock contention and the number of
2278 ensuing system calls. The notion of a "check interval" to allow thread
2279 switches has been abandoned and replaced by an absolute duration expressed in
2280 seconds. This parameter is tunable through :func:`sys.setswitchinterval()`.
2281 It currently defaults to 5 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +00002282
2283 Additional details about the implementation can be read from a `python-dev
2284 mailing-list message
2285 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +00002286 (however, "priority requests" as exposed in this message have not been kept
2287 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +00002288
Georg Brandl5e73a812010-04-22 07:02:51 +00002289 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +00002290
Georg Brandlda0a2112010-09-05 11:28:33 +00002291* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002292 :meth:`~threading.Lock.acquire` method. (Contributed by Antoine Pitrou;
2293 :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00002294
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002295* Similarly, :meth:`threading.Semaphore.acquire` also gained a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +00002296 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +00002297
Antoine Pitrou810023d2010-12-15 22:59:16 +00002298* Regular and recursive lock acquisitions can now be interrupted by signals on
Raymond Hettingerc136b042011-01-18 07:15:39 +00002299 platforms using Pthreads. This means that Python programs that deadlock while
Antoine Pitrou810023d2010-12-15 22:59:16 +00002300 acquiring locks can be successfully killed by repeatedly sending SIGINT to the
Georg Brandleebb2522010-12-18 12:01:15 +00002301 process (by pressing :kbd:`Ctrl+C` in most shells).
Antoine Pitrou810023d2010-12-15 22:59:16 +00002302 (Contributed by Reid Kleckner; :issue:`8844`.)
2303
Antoine Pitroud42bc512009-11-10 23:18:31 +00002304
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002305Optimizations
2306=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002307
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002308A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002309
Antoine Pitroud3052002010-09-15 15:09:40 +00002310* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002311 being a test for membership in a set of constants. The optimizer recasts the
2312 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
2313
2314 Now that the speed penalty is gone, it is practical to start writing
2315 membership tests using set-notation. This style is both semantically clear
2316 and operationally fast::
2317
2318 extension = name.rpartition('.')[2]
2319 if extension in {'xml', 'html', 'xhtml', 'css'}:
2320 handle(name)
2321
Raymond Hettingerc136b042011-01-18 07:15:39 +00002322 (Patch and additional tests contributed by Dave Malcolm; :issue:`6690`).
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002323
Antoine Pitroud3052002010-09-15 15:09:40 +00002324* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002325 several times faster.
2326
2327 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00002328 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00002329
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002330* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
Raymond Hettingerffad35e2010-12-14 21:12:03 +00002331 :meth:`list.sort` and :func:`sorted` now runs faster and uses less memory
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002332 when called with a :term:`key function`. Previously, every element of
2333 a list was wrapped with a temporary object that remembered the key value
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002334 associated with each element. Now, two arrays of keys and values are
Raymond Hettingerc136b042011-01-18 07:15:39 +00002335 sorted in parallel. This saves the memory consumed by the sort wrappers,
2336 and it saves time lost to delegating comparisons.
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002337
Raymond Hettingereb70b902011-01-10 21:26:49 +00002338 (Patch by Daniel Stutzbach in :issue:`9915`.)
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002339
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002340* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00002341 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002342 now uses the C speedups when the ``sort_keys`` argument is true.
2343
2344 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
2345 Antoine Pitrou in :issue:`10314`.)
2346
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002347* Recursive locks (created with the :func:`threading.RLock` API) now benefit
2348 from a C implementation which makes them as fast as regular locks, and between
2349 10x and 15x faster than their previous pure Python implementation.
2350
2351 (Contributed by Antoine Pitrou; :issue:`3001`.)
2352
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002353* The fast-search algorithm in stringlib is now used by the :meth:`split`,
2354 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
2355 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
2356 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
2357 :meth:`rpartition`.
2358
2359 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
2360
Raymond Hettinger480ed782010-12-15 22:07:15 +00002361
2362* String to integer conversions now work two "digits" at a time, reducing the
2363 number of division and modulo operations.
2364
2365 (:issue:`6713` by Gawain Bolton, Mark Dickinson, and Victor Stinner.)
2366
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002367There were several other minor optimizations. Set differencing now runs faster
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002368when one operand is much larger than the other (patch by Andress Bennetts in
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002369:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
2370(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
2371has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002372multi-argument form of :func:`operator.attrgetter` function now runs slightly
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002373faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
2374multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
2375
Antoine Pitroud3052002010-09-15 15:09:40 +00002376
Victor Stinner47ce9652010-10-29 00:57:35 +00002377Unicode
2378=======
Victor Stinner94908bb2010-08-18 21:23:25 +00002379
Raymond Hettinger2270d582011-01-20 09:04:39 +00002380Python has been updated to `Unicode 6.0.0
2381<http://unicode.org/versions/Unicode6.0.0/>`_. The update to the standard adds
2382over 2,000 new characters including `emoji <http://en.wikipedia.org/wiki/Emoji>`_
2383symbols which are important for mobile phones.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002384
Raymond Hettinger2270d582011-01-20 09:04:39 +00002385In addition, the updated standard has altered the character properties for two
2386Kannada characters (U+0CF1, U+0CF2) and one New Tai Lue numeric character
2387(U+19DA), making the former eligible for use in identifiers while disqualifying
2388the latter. For more information, see `Unicode Character Database Changes
2389<http://www.unicode.org/versions/Unicode6.0.0/#Database_Changes>`_.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002390
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002391
Raymond Hettinger2270d582011-01-20 09:04:39 +00002392Codecs
2393======
Raymond Hettingerc74d5182010-12-02 01:38:25 +00002394
Raymond Hettinger2270d582011-01-20 09:04:39 +00002395Support was added for *cp720* Arabic DOS encoding (:issue:`1616979`).
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00002396
Raymond Hettinger2270d582011-01-20 09:04:39 +00002397MBCS encoding no longer ignores the error handler argument. In the default
2398strict mode, it raises an :exc:`UnicodeDecodeError` when it encounters an
2399undecodable byte sequence and an :exc:`UnicodeEncodeError` for an unencodable
2400character.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002401
Raymond Hettinger2270d582011-01-20 09:04:39 +00002402The MBCS codec supports ``'strict'`` and ``'ignore'`` error handlers for
2403decoding, and ``'strict'`` and ``'replace'`` for encoding.
Victor Stinnere8d51452010-08-19 01:05:19 +00002404
Raymond Hettinger2270d582011-01-20 09:04:39 +00002405To emulate Python3.1 MBCS encoding, select the ``'ignore'`` handler for decoding
2406and the ``'replace'`` handler for encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00002407
Raymond Hettinger2e042d32011-01-21 09:18:19 +00002408On Mac OS X, Python decodes command line arguments with ``'utf-8'`` rather than
Raymond Hettinger2270d582011-01-20 09:04:39 +00002409the locale encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00002410
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002411By default, :mod:`tarfile` uses ``'utf-8'`` encoding on Windows (instead of
2412``'mbcs'``) and the ``'surrogateescape'`` error handler on all operating
2413systems.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002414
Victor Stinner94908bb2010-08-18 21:23:25 +00002415
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002416Documentation
2417=============
2418
2419The documentation continues to be improved.
2420
Raymond Hettinger08d42932011-01-29 08:51:57 +00002421* A table of quick links has been added to the top of lengthy sections such as
2422 :ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
2423 accompanied by tables of cheatsheet-style summaries to provide an overview and
2424 memory jog without having to read all of the docs.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002425
Raymond Hettinger08d42932011-01-29 08:51:57 +00002426* In some cases, the pure Python source code can be a helpful adjunct to the
2427 documentation, so now many modules now feature quick links to the latest
2428 version of the source code. For example, the :mod:`functools` module
2429 documentation has a quick link at the top labeled:
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002430
Raymond Hettinger08d42932011-01-29 08:51:57 +00002431 **Source code** :source:`Lib/functools.py`.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002432
Raymond Hettinger08d42932011-01-29 08:51:57 +00002433 (Contributed by Raymond Hettinger; see
2434 `rationale <http://rhettinger.wordpress.com/2011/01/28/open-your-source-more/>`_.)
Raymond Hettinger677e10a2010-12-07 06:45:30 +00002435
Raymond Hettinger08d42932011-01-29 08:51:57 +00002436* The docs now contain more examples and recipes. In particular, :mod:`re`
2437 module has an extensive section, :ref:`re-examples`. Likewise, the
2438 :mod:`itertools` module continues to be updated with new
2439 :ref:`itertools-recipes`.
2440
2441* The :mod:`datetime` module now has an auxiliary implementation in pure Python.
2442 No functionality was changed. This just provides an easier-to-read alternate
2443 implementation.
2444
2445 (Contributed by Alexander Belopolsky in :issue:`9528`.)
2446
2447* The unmaintained :file:`Demo` directory has been removed. Some demos were
2448 integrated into the documentation, some were moved to the :file:`Tools/demo`
2449 directory, and others were removed altogether.
2450
2451 (Contributed by Georg Brandl in :issue:`7962`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002452
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002453
2454IDLE
2455====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002456
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002457* The format menu now has an option to clean source files by stripping
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002458 trailing whitespace.
2459
2460 (Contributed by Raymond Hettinger; :issue:`5150`.)
2461
2462* IDLE on Mac OS X now works with both Carbon AquaTk and Cocoa AquaTk.
2463
2464 (Contributed by Kevin Walzer, Ned Deily, and Ronald Oussoren; :issue:`6075`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002465
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002466Code Repository
2467===============
2468
2469In addition to the existing Subversion code repository at http://svn.python.org
2470there is now a `Mercurial <http://mercurial.selenic.com/>`_ repository at
2471http://hg.python.org/ .
2472
2473After the 3.2 release, there are plans to switch to Mercurial as the primary
2474repository. This distributed version control system should make it easier for
2475members of the community to create and share external changesets. See
2476:pep:`385` for details.
2477
2478To learn to use the new version control system, see the `tutorial by Joel
Raymond Hettinger2f707c92011-01-25 06:58:01 +00002479Spolsky <http://hginit.com>`_ or the `Guide to Mercurial Workflows
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002480<http://mercurial.selenic.com/guide/>`_.
2481
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002482
2483Build and C API Changes
2484=======================
2485
2486Changes to Python's build process and to the C API include:
2487
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002488* The *idle*, *pydoc* and *2to3* scripts are now installed with a
2489 version-specific suffix on ``make altinstall`` (:issue:`10679`).
2490
Georg Brandlda0a2112010-09-05 11:28:33 +00002491* The C functions that access the Unicode Database now accept and return
2492 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002493 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00002494 in Python is that :func:`unicodedata.numeric` now returns the correct value
2495 for large code points, and :func:`repr` may consider more characters as
2496 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002497
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002498 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
2499
Georg Brandlda0a2112010-09-05 11:28:33 +00002500* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00002501 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00002502 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002503
Georg Brandlda0a2112010-09-05 11:28:33 +00002504 (Contributed by Antoine Pitrou; :issue:`9203`.)
2505
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00002506* The option ``--with-wctype-functions`` was removed. The built-in unicode
2507 database is now used for all functions.
2508
2509 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
2510
Raymond Hettinger480ed782010-12-15 22:07:15 +00002511* Hash values are now values of a new type, :c:type:`Py_hash_t`, which is
2512 defined to be the same size as a pointer. Previously they were of type long,
2513 which on some 64-bit operating systems is still only 32 bits long. As a
2514 result of this fix, :class:`set` and :class:`dict` can now hold more than
2515 ``2**32`` entries on builds with 64-bit pointers (previously, they could grow
2516 to that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00002517
Raymond Hettinger480ed782010-12-15 22:07:15 +00002518 (Suggested by Raymond Hettinger and implemented by Benjamin Peterson;
2519 :issue:`9778`.)
2520
2521* A new macro :c:macro:`Py_VA_COPY` copies the state of the variable argument
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002522 list. It is equivalent to C99 *va_copy* but available on all Python platforms
Raymond Hettinger480ed782010-12-15 22:07:15 +00002523 (:issue:`2443`).
2524
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002525* A new C API function :c:func:`PySys_SetArgvEx` allows an embedded interpreter
2526 to set :attr:`sys.argv` without also modifying :attr:`sys.path`
Raymond Hettinger480ed782010-12-15 22:07:15 +00002527 (:issue:`5753`).
2528
2529* :c:macro:`PyEval_CallObject` is now only available in macro form. The
2530 function declaration, which was kept for backwards compatibility reasons, is
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002531 now removed -- the macro was introduced in 1997 (:issue:`8276`).
Raymond Hettinger480ed782010-12-15 22:07:15 +00002532
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002533* There is a new function :c:func:`PyLong_AsLongLongAndOverflow` which
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002534 is analogous to :c:func:`PyLong_AsLongAndOverflow`. They both serve to
Raymond Hettinger480ed782010-12-15 22:07:15 +00002535 convert Python :class:`int` into a native fixed-width type while providing
2536 detection of cases where the conversion won't fit (:issue:`7767`).
2537
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002538* The :c:func:`PyUnicode_CompareWithASCIIString` function now returns *not
2539 equal* if the Python string is *NUL* terminated.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002540
2541* There is a new function :c:func:`PyErr_NewExceptionWithDoc` that is
2542 like :c:func:`PyErr_NewException` but allows a docstring to be specified.
2543 This lets C exceptions have the same self-documenting capabilities as
2544 their pure Python counterparts (:issue:`7033`).
2545
2546* When compiled with the ``--with-valgrind`` option, the pymalloc
2547 allocator will be automatically disabled when running under Valgrind. This
2548 gives improved memory leak detection when running under Valgrind, while taking
2549 advantage of pymalloc at other times (:issue:`2422`).
2550
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002551* Removed the ``O?`` format from the *PyArg_Parse* functions. The format is no
Raymond Hettinger480ed782010-12-15 22:07:15 +00002552 longer used and it had never been documented (:issue:`8837`).
2553
2554There were a number of other small changes to the C-API. See the
Raymond Hettingerc7bb1592011-01-30 01:10:07 +00002555:source:`Misc/NEWS` file for a complete list.
Skip Montanaro961aaf52010-10-17 22:22:24 +00002556
Raymond Hettinger555f2882011-02-07 12:51:05 +00002557Also, there were a number of updates to the Mac OS X build, see
Raymond Hettingerb02f7c02011-01-30 05:37:16 +00002558:source:`Mac/BuildScript/README.txt` for details. For users running a 32/64-bit
Raymond Hettinger555f2882011-02-07 12:51:05 +00002559build, there is a known problem with the default Tcl/Tk on Mac OS X 10.6.
Raymond Hettingerb02f7c02011-01-30 05:37:16 +00002560Accordingly, we recommend installing an updated alternative such as
Raymond Hettinger555f2882011-02-07 12:51:05 +00002561`ActiveState Tcl/Tk 8.5.9 <http://www.activestate.com/activetcl/downloads>`_\.
2562See http://www.python.org/download/mac/tcltk/ for additional details.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002563
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00002564Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002565=====================
2566
Georg Brandlda0a2112010-09-05 11:28:33 +00002567This section lists previously described changes and other bugfixes that may
2568require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002569
Raymond Hettingerd73be672010-12-18 10:48:26 +00002570* The :mod:`configparser` module has a number of clean-ups. The major change is
2571 to replace the old :class:`ConfigParser` class with long-standing preferred
2572 alternative :class:`SafeConfigParser`. In addition there are a number of
Raymond Hettingerc8a16862011-01-18 09:01:34 +00002573 smaller incompatibilities:
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002574
Raymond Hettingerd73be672010-12-18 10:48:26 +00002575 * The interpolation syntax is now validated on
2576 :meth:`~configparser.ConfigParser.get` and
2577 :meth:`~configparser.ConfigParser.set` operations. In the default
2578 interpolation scheme, only two tokens with percent signs are valid: ``%(name)s``
2579 and ``%%``, the latter being an escaped percent sign.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002580
Raymond Hettingerd73be672010-12-18 10:48:26 +00002581 * The :meth:`~configparser.ConfigParser.set` and
2582 :meth:`~configparser.ConfigParser.add_section` methods now verify that
2583 values are actual strings. Formerly, unsupported types could be introduced
2584 unintentionally.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002585
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002586 * Duplicate sections or options from a single source now raise either
Raymond Hettingerd73be672010-12-18 10:48:26 +00002587 :exc:`~configparser.DuplicateSectionError` or
2588 :exc:`~configparser.DuplicateOptionError`. Formerly, duplicates would
2589 silently overwrite a previous entry.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002590
Raymond Hettingerd73be672010-12-18 10:48:26 +00002591 * Inline comments are now disabled by default so now the **;** character
2592 can be safely used in values.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002593
Raymond Hettingerd73be672010-12-18 10:48:26 +00002594 * Comments now can be indented. Consequently, for **;** or **#** to appear at
2595 the start of a line in multiline values, it has to be interpolated. This
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002596 keeps comment prefix characters in values from being mistaken as comments.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002597
Raymond Hettingerd73be672010-12-18 10:48:26 +00002598 * ``""`` is now a valid value and is no longer automatically converted to an
2599 empty string. For empty strings, use ``"option ="`` in a line.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002600
Antoine Pitroucd889af2010-10-06 21:13:56 +00002601* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
2602 are often incompatible with the 3.1 APIs.
2603
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002604* :class:`bytearray` objects can no longer be used as filenames; instead,
2605 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00002606
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00002607* The :meth:`array.tostring` and :meth:`array.fromstring` have been renamed to
Raymond Hettinger50307b62011-01-24 01:18:30 +00002608 :meth:`array.tobytes` and :meth:`array.frombytes` for clarity. The old names
2609 have been deprecated. (See :issue:`8990`.)
2610
Raymond Hettinger51e21072011-01-10 23:38:15 +00002611* ``PyArg_Parse*()`` functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00002612
Victor Stinner25e8ec42010-06-25 00:02:38 +00002613 * "t#" format has been removed: use "s#" or "s*" instead
2614 * "w" and "w#" formats has been removed: use "w*" instead
2615
Georg Brandl60203b42010-10-06 10:11:56 +00002616* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
2617 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00002618 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00002619 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00002620
Raymond Hettingere0a96002010-12-15 17:54:13 +00002621* The :func:`sys.setfilesystemencoding` function was removed because
2622 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00002623
Raymond Hettingere0a96002010-12-15 17:54:13 +00002624* The :func:`random.seed` function and method now salt string seeds with an
2625 sha512 hash function. To access the previous version of *seed* in order to
2626 reproduce Python 3.1 sequences, set the *version* argument to *1*,
2627 ``random.seed(s, version=1)``.
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002628
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002629* The previously deprecated :func:`string.maketrans` function has been removed
Raymond Hettinger51e21072011-01-10 23:38:15 +00002630 in favor of the static methods :meth:`bytes.maketrans` and
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002631 :meth:`bytearray.maketrans`. This change solves the confusion around which
2632 types were supported by the :mod:`string` module. Now, :class:`str`,
2633 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
2634 **translate** methods with intermediate translation tables of the appropriate
2635 type.
2636
2637 (Contributed by Georg Brandl; :issue:`5675`.)
2638
2639* The previously deprecated :func:`contextlib.nested` function has been removed
2640 in favor of a plain :keyword:`with` statement which can accept multiple
2641 context managers. The latter technique is faster (because it is built-in),
2642 and it does a better job finalizing multiple context managers when one of them
2643 raises an exception::
2644
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002645 with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
2646 for line in infile:
2647 if '<critical>' in line:
2648 outfile.write(line)
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002649
2650 (Contributed by Georg Brandl and Mattias Brändström;
2651 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)
Victor Stinnerda9ec992010-12-28 13:26:42 +00002652
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002653* :func:`struct.pack` now only allows bytes for the ``s`` string pack code.
2654 Formerly, it would accept text arguments and implicitly encode them to bytes
2655 using UTF-8. This was problematic because it made assumptions about the
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002656 correct encoding and because a variable-length encoding can fail when writing
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002657 to fixed length segment of a structure.
Victor Stinnerda9ec992010-12-28 13:26:42 +00002658
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002659 Code such as ``struct.pack('<6sHHBBB', 'GIF87a', x, y)`` should be rewritten
2660 with to use bytes instead of text, ``struct.pack('<6sHHBBB', b'GIF87a', x, y)``.
2661
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002662 (Discovered by David Beazley and fixed by Victor Stinner; :issue:`10783`.)
Raymond Hettingere40808a2011-01-05 23:00:00 +00002663
2664* The :class:`xml.etree.ElementTree` class now raises an
2665 :exc:`xml.etree.ElementTree.ParseError` when a parse fails. Previously it
2666 raised a :exc:`xml.parsers.expat.ExpatError`.
2667
2668* The new, longer :func:`str` value on floats may break doctests which rely on
2669 the old output format.
Antoine Pitroubcba4342011-01-16 18:29:34 +00002670
2671* In :class:`subprocess.Popen`, the default value for *close_fds* is now
2672 ``True`` under Unix; under Windows, it is ``True`` if the three standard
2673 streams are set to ``None``, ``False`` otherwise. Previously, *close_fds*
2674 was always ``False`` by default, which produced difficult to solve bugs
2675 or race conditions when open file descriptors would leak into the child
2676 process.
2677
Antoine Pitrouf7fb7622011-01-16 18:34:09 +00002678* Support for legacy HTTP 0.9 has been removed from :mod:`urllib.request`
2679 and :mod:`http.client`. Such support is still present on the server side
2680 (in :mod:`http.server`).
2681
2682 (Contributed by Antoine Pitrou, :issue:`10711`.)
2683
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00002684* SSL sockets in timeout mode now raise :exc:`socket.timeout` when a timeout
2685 occurs, rather than a generic :exc:`~ssl.SSLError`.
2686
2687 (Contributed by Antoine Pitrou, :issue:`10272`.)
Antoine Pitrouebeb9032011-01-16 18:45:17 +00002688
2689* The misleading functions :c:func:`PyEval_AcquireLock()` and
2690 :c:func:`PyEval_ReleaseLock()` have been officially deprecated. The
2691 thread-state aware APIs (such as :c:func:`PyEval_SaveThread()`
2692 and :c:func:`PyEval_RestoreThread()`) should be used instead.
Raymond Hettinger50307b62011-01-24 01:18:30 +00002693
2694* Due to security risks, :func:`asyncore.handle_accept` has been deprecated, and
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002695 a new function, :func:`asyncore.handle_accepted`, was added to replace it.
Raymond Hettinger50307b62011-01-24 01:18:30 +00002696
2697 (Contributed by Giampaolo Rodola in :issue:`6706`.)