blob: 4f86722513e245a9cf6e926f0e507b587036d52d [file] [log] [blame]
Raymond Hettingerd73be672010-12-18 10:48:26 +00001****************************
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00002 What's New In Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00003****************************
4
5:Author: Raymond Hettinger
6:Release: |release|
7:Date: |today|
8
9.. $Id$
10 Rules for maintenance:
11
12 * Anyone can add text to this document. Do not spend very much time
13 on the wording of your changes, because your text will probably
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000014 get rewritten.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000015
16 * The maintainer will go through Misc/NEWS periodically and add
17 changes; it's therefore more important to add your changes to
18 Misc/NEWS than to this file.
19
20 * This is not a complete list of every single change; completeness
21 is the purpose of Misc/NEWS. Some changes I consider too small
22 or esoteric to include. If such a change is added to the text,
23 I'll just remove it. (This is another reason you shouldn't spend
24 too much time on writing your addition.)
25
26 * If you want to draw your new text to the attention of the
27 maintainer, add 'XXX' to the beginning of the paragraph or
28 section.
29
30 * It's OK to just add a fragmentary note about a change. For
31 example: "XXX Describe the transmogrify() function added to the
32 socket module." The maintainer will research the change and
33 write the necessary text.
34
35 * You can comment out your additions if you like, but it's not
36 necessary (especially when a final release is some months away).
37
38 * Credit the author of a patch or bugfix. Just the name is
Georg Brandlda0a2112010-09-05 11:28:33 +000039 sufficient; the e-mail address isn't necessary. It's helpful to
40 add the issue number:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000041
Éric Araujo4234ad42010-09-05 17:32:25 +000042 XXX Describe the transmogrify() function added to the socket
43 module.
44
45 (Contributed by P.Y. Developer; :issue:`12345`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000046
47 This saves the maintainer the effort of going through the SVN log
48 when researching a change.
49
Raymond Hettingerffad35e2010-12-14 21:12:03 +000050This article explains the new features in Python 3.2 as compared to 3.1. It
51focuses on a few highlights and gives a few examples. For full details, see the
52:source:`Misc/NEWS <Misc/NEWS>` file.
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000053
Raymond Hettinger6778fa92010-12-21 20:09:55 +000054.. seealso::
55
56 :pep:`392` - Python 3.2 Release Schedule
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000057
Raymond Hettingerca904be2011-01-18 00:02:40 +000058
Martin v. Löwis932e49e2010-12-04 13:49:32 +000059PEP 384: Defining a Stable ABI
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000060==============================
61
62In the past, extension modules built for one Python version were often
63not usable with other Python versions. Particularly on Windows, every
64feature release of Python required rebuilding all extension modules that
65one wanted to use. This requirement was the result of the free access to
66Python interpreter internals that extension modules could use.
67
68With Python 3.2, an alternative approach becomes available: extension
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000069modules which restrict themselves to a limited API (by defining
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000070Py_LIMITED_API) cannot use many of the internals, but are constrained
71to a set of API functions that are promised to be stable for several
72releases. As a consequence, extension modules built for 3.2 in that
73mode will also work with 3.3, 3.4, and so on. Extension modules that
74make use of details of memory structures can still be built, but will
75need to be recompiled for every feature release.
76
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000077.. seealso::
78
Georg Brandl65b2eb92010-12-05 11:42:38 +000079 :pep:`384` - Defining a Stable ABI
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000080 PEP written by Martin von Löwis.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000081
Raymond Hettingerca904be2011-01-18 00:02:40 +000082
Raymond Hettingera5a35542010-12-05 00:39:18 +000083PEP 389: Argparse Command Line Parsing Module
84=============================================
85
86A new module for command line parsing, :mod:`argparse`, was introduced to
87overcome the limitations of :mod:`optparse` which did not provide support for
Raymond Hettinger677e10a2010-12-07 06:45:30 +000088positional arguments (not just options), subcommands, required options and other
Raymond Hettinger413abbc2010-12-05 07:06:47 +000089common patterns of specifying and validating options.
Raymond Hettingera5a35542010-12-05 00:39:18 +000090
Raymond Hettingerc8a16862011-01-18 09:01:34 +000091This module has already has widespread success in the community as a
Raymond Hettingerb1ff4022010-12-08 11:19:45 +000092third-party module. Being more fully featured than its predecessor, the
93:mod:`argparse` module is now the preferred module for command-line processing.
94The older module is still being kept available because of the substantial amount
95of legacy code that depends on it.
Raymond Hettingera5a35542010-12-05 00:39:18 +000096
Raymond Hettinger677e10a2010-12-07 06:45:30 +000097Here's an annotated example parser showing features like limiting results to a
98set of choices, specifying a *metavar* in the help screen, validating that one
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +000099or more positional arguments is present, and making a required option::
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000100
101 import argparse
102 parser = argparse.ArgumentParser(
103 description = 'Manage servers', # main description for help
104 epilog = 'Tested on Solaris and Linux') # displayed after help
105 parser.add_argument('action', # argument name
Raymond Hettinger92977092011-01-16 09:18:59 +0000106 choices = ['deploy', 'start', 'stop'], # three allowed values
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000107 help = 'action on each target') # help msg
108 parser.add_argument('targets',
109 metavar = 'HOSTNAME', # var name used in help msg
Raymond Hettinger92977092011-01-16 09:18:59 +0000110 nargs = '+', # require one or more targets
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000111 help = 'url for target machines') # help msg explanation
112 parser.add_argument('-u', '--user', # -u or --user option
Georg Brandl52a43b52011-01-16 09:11:45 +0000113 required = True, # make it a required argument
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000114 help = 'login as user')
115
116Example of calling the parser on a command string::
117
118 >>> cmd = 'deploy sneezy.example.com sleepy.example.com -u skycaptain'
119 >>> result = parser.parse_args(cmd.split())
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000120 >>> result.action
121 'deploy'
122 >>> result.targets
123 ['sneezy.example.com', 'sleepy.example.com']
124 >>> result.user
125 'skycaptain'
126
127Example of the parser's automatically generated help::
128
129 >>> parser.parse_args('-h'.split())
130
Raymond Hettinger3fcf0022010-12-08 01:13:53 +0000131 usage: manage_cloud.py [-h] -u USER
132 {deploy,start,stop} HOSTNAME [HOSTNAME ...]
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000133
134 Manage servers
135
136 positional arguments:
137 {deploy,start,stop} action on each target
138 HOSTNAME url for target machines
139
140 optional arguments:
141 -h, --help show this help message and exit
142 -u USER, --user USER login as user
143
144 Tested on Solaris and Linux
145
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000146An especially nice :mod:`argparse` feature is the ability to define subparsers,
147each with their own argument patterns and help displays::
148
149 import argparse
150 parser = argparse.ArgumentParser(prog='HELM')
151 subparsers = parser.add_subparsers()
152
153 parser_l = subparsers.add_parser('launch', help='Launch Control') # first subgroup
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000154 parser_l.add_argument('-m', '--missiles', action='store_true')
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000155 parser_l.add_argument('-t', '--torpedos', action='store_true')
156
Raymond Hettinger3094ed82010-12-18 09:41:32 +0000157 parser_m = subparsers.add_parser('move', help='Move Vessel', # second subgroup
158 aliases=('steer', 'turn')) # equivalent names
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000159 parser_m.add_argument('-c', '--course', type=int, required=True)
160 parser_m.add_argument('-s', '--speed', type=int, default=0)
161
162 $ ./helm.py --help # top level help (launch and move)
163 $ ./helm.py launch --help # help for launch options
164 $ ./helm.py launch --missiles # set missiles=True and torpedos=False
Raymond Hettinger3094ed82010-12-18 09:41:32 +0000165 $ ./helm.py steer --course 180 --speed 5 # set movement parameters
Raymond Hettingera5a35542010-12-05 00:39:18 +0000166
167.. seealso::
168
169 :pep:`389` - New Command Line Parsing Module
170 PEP written by Steven Bethard.
171
Raymond Hettingerbe9994e2011-01-19 08:44:33 +0000172 :ref:`upgrading-optparse-code` for details on the differences from :mod:`optparse`.
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000173
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000174
Éric Araujo4234ad42010-09-05 17:32:25 +0000175PEP 391: Dictionary Based Configuration for Logging
176====================================================
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000177
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000178The :mod:`logging` module provided two kinds of configuration, one style with
179function calls for each option or another style driven by an external file saved
180in a :mod:`ConfigParser` format. Those options did not provide the flexibility
Georg Brandl9e75cad2010-09-06 06:45:47 +0000181to create configurations from JSON or YAML files, nor did they support
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000182incremental configuration, which is needed for specifying logger options from a
183command line.
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000184
185To support a more flexible style, the module now offers
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000186:func:`logging.config.dictConfig` for specifying logging configuration with
187plain Python dictionaries. The configuration options include formatters,
188handlers, filters, and loggers. Here's a working example of a configuration
189dictionary::
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000190
Georg Brandlda0a2112010-09-05 11:28:33 +0000191 {"version": 1,
192 "formatters": {"brief": {"format": "%(levelname)-8s: %(name)-15s: %(message)s"},
193 "full": {"format": "%(asctime)s %(name)-15s %(levelname)-8s %(message)s"},
194 },
195 "handlers": {"console": {
196 "class": "logging.StreamHandler",
197 "formatter": "brief",
198 "level": "INFO",
199 "stream": "ext://sys.stdout"},
200 "console_priority": {
201 "class": "logging.StreamHandler",
202 "formatter": "full",
203 "level": "ERROR",
204 "stream": "ext://sys.stderr"},
205 },
206 "root": {"level": "DEBUG", "handlers": ["console", "console_priority"]}}
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000207
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000208
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000209If that dictionary is stored in a file called :file:`conf.json`, it can be
210loaded and called with code like this::
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000211
Raymond Hettingerca904be2011-01-18 00:02:40 +0000212 >>> import json, logging.config
213 >>> with open('conf.json', 'rb') as f:
214 conf = json.load(f)
215 >>> logging.config.dictConfig(conf)
216 >>> logging.info("Transaction completed normally")
217 >>> logging.critical("Abnormal termination")
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000218
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000219.. seealso::
220
221 :pep:`391` - Dictionary Based Configuration for Logging
222 PEP written by Vinay Sajip.
223
Raymond Hettingerca904be2011-01-18 00:02:40 +0000224
Georg Brandl97b20da2010-11-16 15:15:29 +0000225PEP 3148: The ``concurrent.futures`` module
226============================================
227
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000228Code for creating and managing concurrency is being collected in a new top-level
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000229namespace, *concurrent*. Its first member is a *futures* package which provides
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000230a uniform high-level interface for managing threads and processes.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000231
232The design for :mod:`concurrent.futures` was inspired by
233*java.util.concurrent.package*. In that model, a running call and its result
Raymond Hettingerc136b042011-01-18 07:15:39 +0000234are represented by a :class:`~concurrent.futures.Future` object that abstracts
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000235features common to threads, processes, and remote procedure calls. That object
236supports status checks (running or done), timeouts, cancellations, adding
Raymond Hettinger24a09412010-12-08 06:50:02 +0000237callbacks, and access to results or exceptions.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000238
239The primary offering of the new module is a pair of executor classes for
240launching and managing calls. The goal of the executors is to make it easier to
241use existing tools for making parallel calls. They save the effort needed to
242setup a pool of resources, launch the calls, create a results queue, add
243time-out handling, and limit the total number of threads, processes, or remote
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000244procedure calls.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000245
246Ideally, each application should share a single executor across multiple
247components so that process and thread limits can be centrally managed. This
248solves the design challenge that arises when each component has its own
249competing strategy for resource management.
250
Raymond Hettingerb1055192010-12-08 06:42:41 +0000251Both classes share a common interface with three methods:
252:meth:`~concurrent.futures.Executor.submit` for scheduling a callable and
253returning a :class:`~concurrent.futures.Future` object;
254:meth:`~concurrent.futures.Executor.map` for scheduling many asynchronous calls
Raymond Hettinger83d80792010-12-08 06:48:33 +0000255at a time, and :meth:`~concurrent.futures.Executor.shutdown` for freeing
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000256resources. The class is a :term:`context manager` and can be used in a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000257:keyword:`with` statement to assure that resources are automatically released
258when currently pending futures are done executing.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000259
Raymond Hettingerb1055192010-12-08 06:42:41 +0000260A simple of example of :class:`~concurrent.futures.ThreadPoolExecutor` is a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000261launch of four parallel threads for copying files::
Raymond Hettingerb1055192010-12-08 06:42:41 +0000262
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000263 import threading, shutil
264 with threading.ThreadPoolExecutor(max_workers=4) as e:
Raymond Hettingerb1055192010-12-08 06:42:41 +0000265 e.submit(shutil.copy, 'src1.txt', 'dest1.txt')
266 e.submit(shutil.copy, 'src2.txt', 'dest2.txt')
267 e.submit(shutil.copy, 'src3.txt', 'dest3.txt')
268 e.submit(shutil.copy, 'src3.txt', 'dest4.txt')
269
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000270.. seealso::
271
Raymond Hettingera5a35542010-12-05 00:39:18 +0000272 :pep:`3148` - Futures -- Execute Computations Asynchronously
Andrew M. Kuchling42877fe2010-12-15 02:37:01 +0000273 PEP written by Brian Quinlan.
Georg Brandl97b20da2010-11-16 15:15:29 +0000274
Raymond Hettinger83d80792010-12-08 06:48:33 +0000275 :ref:`Code for Threaded Parallel URL reads<threadpoolexecutor-example>`, an
276 example using threads to fetch multiple web pages in parallel.
277
278 :ref:`Code for computing prime numbers in
279 parallel<processpoolexecutor-example>`, an example demonstrating
280 :class:`~concurrent.futures.ProcessPoolExecutor`.
281
282
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000283PEP 3147: PYC Repository Directories
284=====================================
285
David Malcolm778645a2010-12-07 00:32:04 +0000286Python's scheme for caching bytecode in *.pyc* files did not work well in
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000287environments with multiple Python interpreters. If one interpreter encountered
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000288a cached file created by another interpreter, it would recompile the source and
289overwrite the cached file, thus losing the benefits of caching.
290
291The issue of "pyc fights" has become more pronounced as it has become
Éric Araujo4234ad42010-09-05 17:32:25 +0000292commonplace for Linux distributions to ship with multiple versions of Python.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000293These conflicts also arise with CPython alternatives such as Unladen Swallow.
294
295To solve this problem, Python's import machinery has been extended to use
Éric Araujo4234ad42010-09-05 17:32:25 +0000296distinct filenames for each interpreter. Instead of Python 3.2 and Python 3.3 and
297Unladen Swallow each competing for a file called "mymodule.pyc", they will now
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000298look for "mymodule.cpython-32.pyc", "mymodule.cpython-33.pyc", and
Éric Araujo4234ad42010-09-05 17:32:25 +0000299"mymodule.unladen10.pyc". And to prevent all of these new files from
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000300cluttering source directories, the *pyc* files are now collected in a
301"__pycache__" directory stored under the package directory.
302
303Aside from the filenames and target directories, the new scheme has a few
304aspects that are visible to the programmer:
305
Georg Brandlda0a2112010-09-05 11:28:33 +0000306* Imported modules now have a :attr:`__cached__` attribute which stores the name
307 of the actual file that was imported:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000308
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000309 >>> import collections
310 >>> collections.__cached__
311 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000312
313* The tag that is unique to each interpreter is accessible from the :mod:`imp`
Georg Brandlda0a2112010-09-05 11:28:33 +0000314 module:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000315
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000316 >>> import imp
317 >>> imp.get_tag()
318 'cpython-32'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000319
320* Scripts that try to deduce source filename from the imported file now need to
321 be smarter. It is no longer sufficient to simply strip the "c" from a ".pyc"
322 filename. Instead, use the new functions in the :mod:`imp` module:
323
Georg Brandlda0a2112010-09-05 11:28:33 +0000324 >>> imp.source_from_cache('c:/py32/lib/__pycache__/collections.cpython-32.pyc')
325 'c:/py32/lib/collections.py'
326 >>> imp.cache_from_source('c:/py32/lib/collections.py')
327 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000328
329* The :mod:`py_compile` and :mod:`compileall` modules have been updated to
Raymond Hettinger50307b62011-01-24 01:18:30 +0000330 reflect the new naming convention and target directory. The command-line
331 invocation of *compileall* has new command-line options include ``-i`` for
332 specifying a list of files and directories to compile, and ``-b`` which causes
333 bytecode files to be written to their legacy location rather than
334 *__pycache__*.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000335
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000336* The :mod:`importlib.abc` module has been updated with new :term:`abstract base
Raymond Hettinger66352d22011-01-17 22:33:11 +0000337 classes <abstract base class>` for the loading bytecode files. The obsolete
338 ABCs, :class:`~importlib.abc.PyLoader` and
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000339 :class:`~importlib.abc.PyPycLoader`, have been deprecated (instructions on how
Raymond Hettinger66352d22011-01-17 22:33:11 +0000340 to stay Python 3.1 compatible are included with the documentation).
Brett Cannon83a682d2011-01-16 21:02:09 +0000341
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000342.. seealso::
343
344 :pep:`3147` - PYC Repository Directories
345 PEP written by Barry Warsaw.
346
Georg Brandlda0a2112010-09-05 11:28:33 +0000347
Georg Brandl3ad46752010-12-05 07:59:29 +0000348PEP 3149: ABI Version Tagged .so Files
349======================================
Georg Brandlf11c6c42010-09-03 22:20:58 +0000350
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000351The PYC repository directory allows multiple bytecode cache files to be
352co-located. This PEP implements a similar mechanism for shared object files by
353giving them a common directory and distinct names for each version.
Georg Brandlf11c6c42010-09-03 22:20:58 +0000354
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000355The common directory is "pyshared" and the file names are made distinct by
356identifying the Python implementation (such as CPython, PyPy, Jython, etc.), the
357major and minor version numbers, and optional build flags (such as "d" for
Éric Araujo4234ad42010-09-05 17:32:25 +0000358debug, "m" for pymalloc, "u" for wide-unicode). For an arbitrary package "foo",
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000359you may see these files when the distribution package is installed::
360
361 /usr/share/pyshared/foo.cpython-32m.so
362 /usr/share/pyshared/foo.cpython-33md.so
363
364In Python itself, the tags are accessible from functions in the :mod:`sysconfig`
365module::
366
367 >>> import sysconfig
368 >>> sysconfig.get_config_var('SOABI') # find the version tag
369 'cpython-32mu'
370 >>> sysconfig.get_config_var('SO') # find the full filename extension
371 'cpython-32mu.so'
372
373.. seealso::
374
375 :pep:`3149` - ABI Version Tagged .so Files
376 PEP written by Barry Warsaw.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000377
Raymond Hettingerca904be2011-01-18 00:02:40 +0000378
Raymond Hettinger3df46212011-01-06 02:01:26 +0000379PEP 3333: Python Web Server Gateway Interface v1.0.1
380=====================================================
381
382This informational PEP clarifies how bytes/text issues are to be handled by the
383WGSI protocol. The challenge is that string handling in Python 3 is most
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000384conveniently handled with the :class:`str` type even though the HTTP protocol
Raymond Hettinger3df46212011-01-06 02:01:26 +0000385is itself bytes oriented.
386
387The PEP differentiates so-called *native strings* that are used for
388request/response headers and metadata versus *byte strings* which are used for
389the bodies of requests and responses.
390
391The *native strings* are always of type :class:`str` but are restricted to code
Georg Brandl52a43b52011-01-16 09:11:45 +0000392points between *U+0000* through *U+00FF* which are translatable to bytes using
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000393*Latin-1* encoding. These strings are used for the keys and values in the
394environ dictionary and for response headers and statuses in the
395:func:`start_response` function. They must follow :rfc:`2616` with respect to
Raymond Hettinger3df46212011-01-06 02:01:26 +0000396encoding. That is, they must either be *ISO-8859-1* characters or use
397:rfc:`2047` MIME encoding.
398
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000399For developers porting WSGI applications from Python 2, here are the salient
400points:
401
402* If the app already used strings for headers in Python 2, no change is needed.
403
404* If instead, the app encoded output headers or decoded input headers, then the
405 headers will need to be re-encoded to Latin-1. For example, an output header
406 encoded in utf-8 was using ``h.encode('utf-8')`` now needs to convert from
407 bytes to native strings using ``h.encode('utf-8').decode('latin-1')``.
408
409* Values yielded by an application or sent using the :meth:`write` method
Raymond Hettinger51e21072011-01-10 23:38:15 +0000410 must be byte strings. The :func:`start_response` function and environ
411 must use native strings. The two cannot be mixed.
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000412
413For server implementers writing CGI-to-WSGI pathways or other CGI-style
414protocols, the users must to be able access the environment using native strings
Raymond Hettingerc136b042011-01-18 07:15:39 +0000415even though the underlying platform may have a different convention. To bridge
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000416this gap, the :mod:`wsgiref` module has a new function,
417:func:`wsgiref.handlers.read_environ` for transcoding CGI variables from
418:attr:`os.environ` into native strings and returning a new dictionary.
Raymond Hettinger3df46212011-01-06 02:01:26 +0000419
420.. seealso::
421
422 :pep:`3333` - Python Web Server Gateway Interface v1.0.1
423 PEP written by Phillip Eby.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000424
Raymond Hettingerca904be2011-01-18 00:02:40 +0000425
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000426Other Language Changes
427======================
428
429Some smaller changes made to the core Python language are:
430
Raymond Hettingere5e1a982010-12-05 08:35:21 +0000431* String formatting for :func:`format` and :meth:`str.format` gained new
432 capabilities for the format character **#**. Previously, for integers in
433 binary, octal, or hexadecimal, it caused the output to be prefixed with '0b',
434 '0o', or '0x' respectively. Now it can also handle floats, complex, and
435 Decimal, causing the output to always have a decimal point even when no digits
436 follow it.
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000437
438 >>> format(20, '#o')
439 '0o24'
440 >>> format(12.34, '#5.0f')
441 ' 12.'
442
443 (Suggested by Mark Dickinson and implemented by Eric Smith in :issue:`7094`.)
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000444
Raymond Hettinger08d42932011-01-29 08:51:57 +0000445* There is also a new :meth:`str.format_map` method that extends the
446 capabilities of the existing :meth:`str.format` method by accepting arbitrary
447 :term:`mapping` objects. This new method makes it possible to use string
448 formatting with any of one of Python's many dictionary-like tools such as
449 :class:`~collections.defaultdict`, :class:`~shelve.Shelf`,
450 :class:`~configparser.ConfigParser`, or :mod:`dbm`. It also useful with
451 custom :class:`dict` subclasses that normalize keys before look-up or that
452 supply a :meth:`__missing__` method for unknown keys::
Eric Smith598b5132011-01-28 20:23:25 +0000453
Raymond Hettinger08d42932011-01-29 08:51:57 +0000454 >>> import shelve
455 >>> d = shelve.open('tmp.shl')
456 >>> 'The {project_name} status is {status} as of {date}'.format_map(d)
457 'The testing project status is green as of February 15, 2011'
Eric Smith598b5132011-01-28 20:23:25 +0000458
Raymond Hettinger08d42932011-01-29 08:51:57 +0000459 >>> class LowerCasedDict(dict):
460 def __getitem__(self, key):
461 return dict.__getitem__(self, key.lower())
462 >>> lcd = LowerCasedDict(part='widgets', quantity=10)
463 >>> 'There are {QUANTITY} {Part} in stock'.format_map(lcd)
464 'There are 10 widgets in stock'
Eric Smith598b5132011-01-28 20:23:25 +0000465
Raymond Hettinger08d42932011-01-29 08:51:57 +0000466 >>> class PlaceholderDict(dict):
467 def __missing__(self, key):
468 return '<{}>'.format(key)
469 >>> 'Hello {name}, welcome to {location}'.format_map(PlaceholderDict())
470 'Hello <name>, welcome to <location>'
Eric Smith598b5132011-01-28 20:23:25 +0000471
Raymond Hettinger08d42932011-01-29 08:51:57 +0000472 (Suggested by Raymond Hettinger and implemented by Eric Smith in
473 :issue:`6081`.)
Eric Smith598b5132011-01-28 20:23:25 +0000474
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000475* The interpreter can now be started with a quiet option, ``-q``, to suppress
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000476 the copyright and version information from being displayed in the interactive
477 mode. The option can be introspected using the :attr:`sys.flags` attribute::
Raymond Hettinger7d967712011-01-05 20:24:08 +0000478
479 $ python -q
480 >>> sys.flags
481 sys.flags(debug=0, division_warning=0, inspect=0, interactive=0,
482 optimize=0, dont_write_bytecode=0, no_user_site=0, no_site=0,
483 ignore_environment=0, verbose=0, bytes_warning=0, quiet=1)
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000484
Raymond Hettinger51e21072011-01-10 23:38:15 +0000485 (Contributed by Marcin Wojdyr in :issue:`1772833`).
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000486
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000487* The :func:`hasattr` function works by calling :func:`getattr` and detecting
488 whether an exception is raised. This technique allows it to detect methods
489 created dynamically by :meth:`__getattr__` or :meth:`__getattribute__` which
Raymond Hettinger90a4b312011-01-06 02:08:30 +0000490 would otherwise be absent from the class dictionary. Formerly, *hasattr*
491 would catch any exception, possibly masking genuine errors. Now, *hasattr*
492 has been tightened to only catch :exc:`AttributeError` and let other
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000493 exceptions pass through::
494
495 >>> class A:
Raymond Hettinger2270d582011-01-20 09:04:39 +0000496 @property
497 def f(self):
498 return 1 // 0
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000499
500 >>> a = A()
501 >>> hasattr(a, 'f')
502 Traceback (most recent call last):
503 ...
504 ZeroDivisionError: integer division or modulo by zero
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000505
Raymond Hettingera55ffbc2010-12-15 18:31:57 +0000506 (Discovered by Yury Selivanov and fixed by Benjamin Peterson; :issue:`9666`.)
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000507
Éric Araujo4234ad42010-09-05 17:32:25 +0000508* The :func:`str` of a float or complex number is now the same as its
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000509 :func:`repr`. Previously, the :func:`str` form was shorter but that just
Éric Araujo4234ad42010-09-05 17:32:25 +0000510 caused confusion and is no longer needed now that the shortest possible
Georg Brandlda0a2112010-09-05 11:28:33 +0000511 :func:`repr` is displayed by default:
Raymond Hettingerbb734c62010-09-05 05:56:44 +0000512
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000513 >>> repr(math.pi)
514 '3.141592653589793'
515 >>> str(math.pi)
516 '3.141592653589793'
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000517
Georg Brandlda0a2112010-09-05 11:28:33 +0000518 (Proposed and implemented by Mark Dickinson; :issue:`9337`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000519
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000520* :class:`memoryview` objects now have a :meth:`~memoryview.release()` method
521 and they also now support the context manager protocol. This allows timely
522 release of any resources that were acquired when requesting a buffer from the
523 original object.
Antoine Pitroud3052002010-09-15 15:09:40 +0000524
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000525 >>> with memoryview(b'abcdefgh') as v:
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000526 print(v.tolist())
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000527 [97, 98, 99, 100, 101, 102, 103, 104]
528
Antoine Pitroud3052002010-09-15 15:09:40 +0000529 (Added by Antoine Pitrou; :issue:`9757`.)
530
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000531* Previously it was illegal to delete a name from the local namespace if it
532 occurs as a free variable in a nested block::
533
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000534 def outer(x):
535 def inner():
536 return x
537 inner()
538 del x
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000539
540 This is now allowed. Remember that the target of an :keyword:`except` clause
541 is cleared, so this code which used to work with Python 2.6, raised a
542 :exc:`SyntaxError` with Python 3.1 and now works again::
543
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000544 def f():
545 def print_error():
546 print(e)
547 try:
548 something
549 except Exception as e:
550 print_error()
551 # implicit "del e" here
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000552
553 (See :issue:`4617`.)
554
Raymond Hettinger480ed782010-12-15 22:07:15 +0000555* The internal :c:type:`structsequence` tool now creates subclasses of tuple.
Raymond Hettinger51e21072011-01-10 23:38:15 +0000556 This means that C structures like those returned by :func:`os.stat`,
Raymond Hettingera275c982011-01-20 04:03:19 +0000557 :func:`time.gmtime`, and :attr:`sys.version_info` now work like a
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000558 :term:`named tuple` and now work with functions and methods that
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000559 expect a tuple as an argument. This is a big step forward in making the C
Raymond Hettingera275c982011-01-20 04:03:19 +0000560 structures as flexible as their pure Python counterparts:
561
562 >>> isinstance(sys.version_info, tuple)
563 True
564 >>> 'Version %d.%d.%d %s(%d)' % sys.version_info
565 'Version 3.2.0 final(0)'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000566
567 (Suggested by Arfrever Frehtes Taifersar Arahesis and implemented
568 by Benjamin Peterson in :issue:`8413`.)
569
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000570* Warnings are now easier to control using the :envvar:`PYTHONWARNINGS`
Raymond Hettingera275c982011-01-20 04:03:19 +0000571 environment variable as an alternative to using ``-W`` at the command line::
572
573 $ export PYTHONWARNINGS='ignore::RuntimeWarning::,once::UnicodeWarning::'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000574
575 (Suggested by Barry Warsaw and implemented by Philip Jenvey in :issue:`7301`.)
576
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000577* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000578 emitted when potential issues with resource consumption or cleanup
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000579 are detected. It is silenced by default in normal release builds but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000580 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000581 module, or on the command line.
582
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000583 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Raymond Hettingerd0d59b12011-01-24 05:07:13 +0000584 :data:`gc.garbage` list isn't empty, and if :attr:`gc.DEBUG_UNCOLLECTABLE` is
585 set, all uncollectable objects are printed. This is meant to make the
586 programmer aware that their code contains object finalization issues.
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000587
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000588 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000589 without having been explicitly closed. While the deallocator for such
590 object ensures it closes the underlying operating system resource
591 (usually, a file descriptor), the delay in deallocating the object could
592 produce various issues, especially under Windows. Here is an example
593 of enabling the warning from the command line::
594
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000595 $ python -q -Wdefault
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000596 >>> f = open("foo", "wb")
597 >>> del f
598 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000599
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000600 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000601
Raymond Hettingera0266332010-12-07 08:52:41 +0000602* :class:`range` objects now support *index* and *count* methods. This is part
603 of an effort to make more objects fully implement the
604 :class:`collections.Sequence` :term:`abstract base class`. As a result, the
605 language will have a more uniform API. In addition, :class:`range` objects
Raymond Hettingerb9656292011-01-16 18:22:06 +0000606 now support slicing and negative indices, even with values larger than
607 :attr:`sys.maxsize`. This makes *range* more interoperable with lists::
Raymond Hettinger2ffa6712010-12-08 10:18:21 +0000608
609 >>> range(0, 100, 2).count(10)
610 1
611 >>> range(0, 100, 2).index(10)
612 5
613 >>> range(0, 100, 2)[5]
614 10
615 >>> range(0, 100, 2)[0:5]
616 range(0, 10, 2)
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000617
Raymond Hettingerb9656292011-01-16 18:22:06 +0000618 (Contributed by Daniel Stutzbach in :issue:`9213`, by Alexander Belopolsky
619 in :issue:`2690`, and by Nick Coghlan in :issue:`10889`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000620
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000621* The :func:`callable` builtin function from Py2.x was resurrected. It provides
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000622 a concise, readable alternative to using an :term:`abstract base class` in an
Raymond Hettinger792c0762010-12-09 16:41:54 +0000623 expression like ``isinstance(x, collections.Callable)``:
624
625 >>> callable(max)
626 True
627 >>> callable(20)
628 False
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000629
630 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000631
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000632* Python's import mechanism can now load modules installed in directories with
Raymond Hettingera275c982011-01-20 04:03:19 +0000633 non-ASCII characters in the path name:
634
635 >>> import møøse.bites
Raymond Hettinger070ec702010-12-10 17:45:13 +0000636
637 (Required extensive work by Victor Stinner in :issue:`9425`.)
638
639
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000640New, Improved, and Deprecated Modules
641=====================================
642
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000643Python's standard library has undergone significant maintenance efforts and
644quality improvements.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000645
646The biggest news for Python 3.2 is that the :mod:`email` package and
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000647:mod:`nntplib` modules now work correctly with the bytes/text model in Python 3.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000648For the first time, there is correct handling of inputs with mixed encodings.
649
Raymond Hettinger6046e222010-12-16 00:21:08 +0000650Throughout the standard library, there has been more careful attention to
651encodings and text versus bytes issues. In particular, interactions with the
652operating system are now better able to pass non-ASCII data using the Windows
Raymond Hettingerba5512f2011-01-18 08:28:01 +0000653MBCS encoding, locale-aware encodings, or UTF-8.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000654
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000655Another significant win is the addition of substantially better support for
656*SSL* connections and security certificates.
657
Raymond Hettinger51e21072011-01-10 23:38:15 +0000658In addition, more classes now implement a :term:`context manager` to support
Raymond Hettingerc136b042011-01-18 07:15:39 +0000659convenient and reliable resource clean-up using a :keyword:`with` statement.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000660
Raymond Hettinger0358a172010-12-15 19:00:38 +0000661email
662-----
663
664The usability of the :mod:`email` package in Python 3 has been mostly fixed by
665the extensive efforts of R. David Murray. The problem was that emails are
666typically read and stored in the form of :class:`bytes` rather than :class:`str`
667text, and they may contain multiple encodings within a single email. So, the
668email package had to be extended to parse and generate email messages in bytes
669format.
670
671* New functions :func:`~email.message_from_bytes` and
672 :func:`~email.message_from_binary_file`, and new classes
673 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
674 allow binary message data to be parsed into model objects.
675
676* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
677 will by default decode a message body that has a
678 :mailheader:`Content-Transfer-Encoding` of *8bit* using the charset
679 specified in the MIME headers and return the resulting string.
680
681* Given bytes input to the model, :class:`~email.generator.Generator` will
682 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
683 *8bit* to instead have a *7bit* :mailheader:`Content-Transfer-Encoding`.
Raymond Hettingerc08ea612011-01-08 10:32:31 +0000684
Raymond Hettingercf8a3822011-01-11 21:20:20 +0000685 Headers with unencoded non-ASCII bytes are deemed to be :rfc:`2047`\ -encoded
686 using the *unknown-8bit* character set.
Raymond Hettinger0358a172010-12-15 19:00:38 +0000687
688* A new class :class:`~email.generator.BytesGenerator` produces bytes as output,
689 preserving any unchanged non-ASCII data that was present in the input used to
690 build the model, including message bodies with a
691 :mailheader:`Content-Transfer-Encoding` of *8bit*.
692
693* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
694 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
695 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
696 :class:`~email.message.Message` object and can optionally obtain the
697 *from_addr* and *to_addrs* addresses directly from the object.
698
Raymond Hettinger0358a172010-12-15 19:00:38 +0000699(Proposed and implemented by R. David Murray, :issue:`4661` and :issue:`10321`.)
700
Raymond Hettinger6046e222010-12-16 00:21:08 +0000701elementtree
702-----------
703
Georg Brandl5d53fdd2010-12-18 11:58:12 +0000704The :mod:`xml.etree.ElementTree` package and its :mod:`xml.etree.cElementTree`
Raymond Hettinger6046e222010-12-16 00:21:08 +0000705counterpart have been updated to version 1.3.
706
707Several new and useful functions and methods have been added:
708
709* :func:`xml.etree.ElementTree.fromstringlist` which builds an XML document
710 from a sequence of fragments
711* :func:`xml.etree.ElementTree.register_namespace` for registering a global
712 namespace prefix
713* :func:`xml.etree.ElementTree.tostringlist` for string representation
714 including all sublists
715* :meth:`xml.etree.ElementTree.Element.extend` for appending a sequence of zero
716 or more elements
717* :meth:`xml.etree.ElementTree.Element.iterfind` searches an element and
718 subelements
719* :meth:`xml.etree.ElementTree.Element.itertext` creates a text iterator over
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000720 an element and its subelements
Raymond Hettinger6046e222010-12-16 00:21:08 +0000721* :meth:`xml.etree.ElementTree.TreeBuilder.end` closes the current element
722* :meth:`xml.etree.ElementTree.TreeBuilder.doctype` handles a doctype
723 declaration
724
725Two methods have been deprecated:
726
727* :meth:`xml.etree.ElementTree.getchildren` use ``list(elem)`` instead.
728* :meth:`xml.etree.ElementTree.getiterator` use ``Element.iter`` instead.
729
730For details of the update, see `Introducing ElementTree
731<http://effbot.org/zone/elementtree-13-intro.htm>`_ on Fredrik Lundh's website.
732
Antoine Pitrou12de8ac2010-12-16 13:33:56 +0000733(Contributed by Florent Xicluna and Fredrik Lundh, :issue:`6472`.)
Raymond Hettinger0358a172010-12-15 19:00:38 +0000734
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000735functools
736---------
737
Éric Araujo4234ad42010-09-05 17:32:25 +0000738* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000739 calls. :func:`functools.lru_cache` can save repeated queries to an external
740 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000741
Raymond Hettinger86f96132010-08-06 23:23:49 +0000742 For example, adding a caching decorator to a database query function can save
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000743 database accesses for popular searches:
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000744
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000745 >>> import functools
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000746 >>> @functools.lru_cache(maxsize=300)
747 >>> def get_phone_number(name):
748 c = conn.cursor()
749 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
750 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000751
Georg Brandlda0a2112010-09-05 11:28:33 +0000752 >>> for name in user_requests:
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000753 get_phone_number(name) # cached lookup
Raymond Hettinger7496b412010-11-30 19:15:45 +0000754
755 To help with choosing an effective cache size, the wrapped function is
756 instrumented for tracking cache statistics:
757
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000758 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000759 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000760
Raymond Hettingerf3098282010-08-15 03:30:45 +0000761 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000762 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000763
Georg Brandlda0a2112010-09-05 11:28:33 +0000764 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000765
Raymond Hettinger6e353942010-12-04 23:42:12 +0000766 (Contributed by Raymond Hettinger and incorporating design ideas from
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000767 Jim Baker, Miki Tebeka, and Nick Coghlan.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000768
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000769* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
770 pointing to the original callable function. This allows wrapped functions to
771 be introspected. It also copies :attr:`__annotations__` if defined. And now
772 it also gracefully skips over missing attributes such as :attr:`__doc__` which
Raymond Hettinger5eb63902010-12-09 23:43:34 +0000773 might not be defined for the wrapped callable.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000774
Raymond Hettinger7a168d92011-01-21 04:59:00 +0000775 In the above example, the cache can be removed by recovering the original
776 function:
777
778 >>> get_phone_number = get_phone_number.__wrapped__ # uncached function
779
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000780 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
781 :issue:`8814`.)
782
Raymond Hettinger6046e222010-12-16 00:21:08 +0000783* To help write classes with rich comparison methods, a new decorator
784 :func:`functools.total_ordering` will use a existing equality and inequality
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000785 methods to fill in the remaining methods.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000786
787 For example, supplying *__eq__* and *__lt__* will enable
788 :func:`~functools.total_ordering` to fill-in *__le__*, *__gt__* and *__ge__*::
789
790 @total_ordering
791 class Student:
792 def __eq__(self, other):
793 return ((self.lastname.lower(), self.firstname.lower()) ==
794 (other.lastname.lower(), other.firstname.lower()))
795 def __lt__(self, other):
796 return ((self.lastname.lower(), self.firstname.lower()) <
797 (other.lastname.lower(), other.firstname.lower()))
798
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000799 With the *total_ordering* decorator, the remaining comparison methods
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000800 are filled in automatically.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000801
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000802 (Contributed by Raymond Hettinger.)
Raymond Hettingerf35a34c2010-12-22 09:11:54 +0000803
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000804* To aid in porting programs from Python 2, the :func:`functools.cmp_to_key`
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000805 function converts an old-style comparison function to
Raymond Hettinger6046e222010-12-16 00:21:08 +0000806 modern :term:`key function`:
807
808 >>> # locale-aware sort order
809 >>> sorted(iterable, key=cmp_to_key(locale.strcoll))
810
811 For sorting examples and a brief sorting tutorial, see the `Sorting HowTo
812 <http://wiki.python.org/moin/HowTo/Sorting/>`_ tutorial.
813
814 (Contributed by Raymond Hettinger.)
815
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000816itertools
817---------
818
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000819* The :mod:`itertools` module has a new :func:`~itertools.accumulate` function
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000820 modeled on APL's *scan* operator and Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000821
822 >>> list(accumulate(8, 2, 50))
823 [8, 10, 60]
824
825 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
826 >>> list(accumulate(prob_dist)) # cumulative probability distribution
827 [0.1, 0.5, 0.7, 1.0]
828
829 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
830 the random module <random-examples>`.
831
832 (Contributed by Raymond Hettinger and incorporating design suggestions
833 from Mark Dickinson.)
834
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000835collections
836-----------
837
Raymond Hettinger792c0762010-12-09 16:41:54 +0000838* The :class:`collections.Counter` class now has two forms of in-place
839 subtraction, the existing *-=* operator for `saturating subtraction
840 <http://en.wikipedia.org/wiki/Saturation_arithmetic>`_ and the new
841 :meth:`~collections.Counter.subtract` method for regular subtraction. The
842 former is suitable for `multisets <http://en.wikipedia.org/wiki/Multiset>`_
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000843 which only have positive counts, and the latter is more suitable for use cases
Raymond Hettinger792c0762010-12-09 16:41:54 +0000844 that allow negative counts:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000845
Raymond Hettinger792c0762010-12-09 16:41:54 +0000846 >>> tally = Counter(dogs=5, cat=3)
847 >>> tally -= Counter(dogs=2, cats=8) # saturating subtraction
848 >>> tally
849 Counter({'dogs': 3})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000850
Raymond Hettinger792c0762010-12-09 16:41:54 +0000851 >>> tally = Counter(dogs=5, cats=3)
852 >>> tally.subtract(dogs=2, cats=8) # regular subtraction
853 >>> tally
854 Counter({'dogs': 3, 'cats': -5})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000855
Raymond Hettinger792c0762010-12-09 16:41:54 +0000856 (Contributed by Raymond Hettinger.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000857
Raymond Hettingere0a96002010-12-15 17:54:13 +0000858* The :class:`collections.OrderedDict` class has a new method
859 :meth:`~collections.OrderedDict.move_to_end` which takes an existing key and
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000860 moves it to either the first or last position in the ordered sequence.
861
862 The default is to move an item to the last position. This is equivalent of
863 renewing an entry with ``od[k] = od.pop(k)``.
864
865 A fast move-to-end operation is useful for resequencing entries. For example,
Raymond Hettinger00db6aa2011-01-20 09:47:04 +0000866 an ordered dictionary can be used to track order of access by aging entries
867 from the oldest to the most recently accessed.
Raymond Hettingere0a96002010-12-15 17:54:13 +0000868
869 >>> d = OrderedDict.fromkeys(['a', 'b', 'X', 'd', 'e'])
870 >>> list(d)
871 ['a', 'b', 'X', 'd', 'e']
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000872 >>> d.move_to_end('X')
Raymond Hettingere0a96002010-12-15 17:54:13 +0000873 >>> list(d)
874 ['a', 'b', 'd', 'e', 'X']
Raymond Hettingere0a96002010-12-15 17:54:13 +0000875
Raymond Hettinger6046e222010-12-16 00:21:08 +0000876 (Contributed by Raymond Hettinger.)
877
Raymond Hettinger7ec790d2011-01-18 00:19:30 +0000878* The :class:`collections.deque` class grew two new methods
879 :meth:`~collections.deque.count` and :meth:`~collections.deque.reverse` that
880 make them more substitutable for :class:`list` objects:
Raymond Hettinger6046e222010-12-16 00:21:08 +0000881
882 >>> d = deque('simsalabim')
883 >>> d.count('s')
884 2
885 >>> d.reverse()
886 >>> d
887 deque(['m', 'i', 'b', 'a', 'l', 'a', 's', 'm', 'i', 's'])
888
889 (Contributed by Raymond Hettinger.)
890
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000891threading
892---------
893
894The :mod:`threading` module has a new :class:`~threading.Barrier`
895synchronization class for making multiple threads wait until all of them have
896reached a common barrier point. Barriers are useful for making sure that a task
897with multiple preconditions does not run until all of the predecessor tasks are
898complete.
899
900Barriers can work with an arbitrary number of threads. This is a generalization
901of a `Rendezvous <http://en.wikipedia.org/wiki/Synchronous_rendezvous>`_ which
902is defined for only two threads.
903
Raymond Hettinger15b47c52011-01-17 21:05:07 +0000904Implemented as a two-phase cyclic barrier, :class:`~threading.Barrier` objects
905are suitable for use in loops. The separate *filling* and *draining* phases
Raymond Hettingere0f1f322011-01-18 21:14:27 +0000906assure that all threads get released (drained) before any one of them can loop
907back and re-enter the barrier. The barrier fully resets after each cycle.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000908
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000909Example of using barriers::
910
911 def get_votes(site):
912 ballots = conduct_election(site)
913 all_polls_closed.wait() # do not count until all polls are closed
Raymond Hettinger97673652011-01-11 21:13:26 +0000914 totals = summarize(ballots)
915 publish(site, totals)
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000916
917 all_polls_closed = Barrier(len(sites))
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000918 for site in sites:
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000919 Thread(target=get_votes, args=(site,)).start()
920
921In this example, the barrier enforces a rule that votes cannot be counted at any
922polling site until all polls are closed. Notice how a solution with a barrier
923is similar to one with :meth:`threading.Thread.join`, but the threads stay alive
924and continue to do work (summarizing ballots) after the barrier point is
925crossed.
926
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000927If any of the predecessor tasks can hang or be delayed, a barrier can be created
928with an optional *timeout* parameter. Then if the timeout period elapses before
929all the predecessor tasks reach the barrier point, all waiting threads are
930released and a :exc:`~threading.BrokenBarrierError` exception is raised::
931
932 def get_votes(site):
933 ballots = conduct_election(site)
934 try:
935 all_polls_closed.wait(timeout = midnight - time.now())
David Malcolm49348642011-01-18 23:45:53 +0000936 except BrokenBarrierError:
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000937 lockbox = seal_ballots(ballots)
938 queue.put(lockbox)
939 else:
940 totals = summarize(ballots)
941 publish(site, totals)
942
943In this example, the barrier enforces a more robust rule. If some election
944sites do not finish before midnight, the barrier times-out and the ballots are
945sealed and deposited in a queue for later handling.
946
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000947See `Barrier Synchronization Patterns
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000948<http://parlab.eecs.berkeley.edu/wiki/_media/patterns/paraplop_g1_3.pdf>`_ for
949more examples of how barriers can be used in parallel computing. Also, there is
950a simple but thorough explanation of barriers in `The Little Book of Semaphores
951<http://greenteapress.com/semaphores/downey08semaphores.pdf>`_, *section 3.6*.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000952
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000953(Contributed by Kristján Valur Jónsson with an API review by Jeffrey Yasskin in
954:issue:`8777`.)
Raymond Hettinger6655d112011-01-11 08:49:10 +0000955
Raymond Hettinger97673652011-01-11 21:13:26 +0000956datetime and time
957-----------------
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000958
Raymond Hettinger792c0762010-12-09 16:41:54 +0000959* The :mod:`datetime` module has a new type :class:`~datetime.timezone` that
960 implements the :class:`~datetime.tzinfo` interface by returning a fixed UTC
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000961 offset and timezone name. This makes it easier to create timezone-aware
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000962 datetime objects::
Alexander Belopolsky72572312010-12-08 21:21:56 +0000963
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000964 >>> import datetime
Alexander Belopolsky72572312010-12-08 21:21:56 +0000965
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000966 >>> datetime.now(timezone.utc)
967 datetime.datetime(2010, 12, 8, 21, 4, 2, 923754, tzinfo=datetime.timezone.utc)
968
969 >>> datetime.strptime("01/01/2000 12:00 +0000", "%m/%d/%Y %H:%M %z")
970 datetime.datetime(2000, 1, 1, 12, 0, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000971
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000972* Also, :class:`~datetime.timedelta` objects can now be multiplied by
Raymond Hettinger792c0762010-12-09 16:41:54 +0000973 :class:`float` and divided by :class:`float` and :class:`int` objects.
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000974 And :class:`~datetime.timedelta` objects can now divide one another.
Raymond Hettinger792c0762010-12-09 16:41:54 +0000975
Raymond Hettingerca904be2011-01-18 00:02:40 +0000976* The :meth:`datetime.date.strftime` method is no longer restricted to years
977 after 1900. The new supported year range is from 1000 to 9999 inclusive.
Alexander Belopolsky72572312010-12-08 21:21:56 +0000978
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000979* Whenever a two-digit year is used in a time tuple, the interpretation has been
980 governed by :attr:`time.accept2dyear`. The default is *True* which means that
981 for a two-digit year, the century is guessed according to the POSIX rules
982 governing the ``%y`` strptime format.
Alexander Belopolsky9ee94de2011-01-20 19:51:31 +0000983
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000984 Starting with Py3.2, use of the century guessing heuristic will emit a
985 :exc:`DeprecationWarning`. Instead, it is recommended that
986 :attr:`time.accept2dyear` be set to *False* so that large date ranges
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +0000987 can be used without guesswork::
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000988
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +0000989 >>> import time, warnings
990 >>> warnings.resetwarnings() # remove the default warning filters
991
992 >>> time.accept2dyear = True # guess whether 11 means 11 or 2011
993 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
994 Warning (from warnings module):
995 ...
996 DeprecationWarning: Century info guessed for a 2-digit year.
997 'Fri Jan 1 12:34:56 2011'
998
999 >>> time.accept2dyear = False # use the full range of allowable dates
1000 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
1001 'Fri Jan 1 12:34:56 11'
Raymond Hettingerf1dae312011-01-21 03:00:00 +00001002
1003 Several functions now have significantly expanded date ranges. When
1004 :attr:`time.accept2dyear` is false, the :func:`time.asctime` function will
1005 accept any year that fits in a C int, while the :func:`time.mktime` and
1006 :func:`time.strftime` functions will accept the full range supported by the
1007 corresponding operating system functions.
Alexander Belopolskybd96b062011-01-10 21:55:34 +00001008
Raymond Hettinger97673652011-01-11 21:13:26 +00001009(Contributed by Alexander Belopolsky and Victor Stinner.)
Alexander Belopolskybd96b062011-01-10 21:55:34 +00001010
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001011math
1012----
1013
Raymond Hettinger902f3202011-01-25 08:01:01 +00001014The :mod:`math` module has been updated with six new functions inspired by the
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001015C99 standard.
1016
1017The :func:`~math.isfinite` function provides a reliable and fast way to detect
1018special values. It returns *True* for regular numbers and *False* for *Nan* or
1019*Infinity*:
1020
1021>>> [isfinite(x) for x in (123, 4.56, float('Nan'), float('Inf'))]
1022[True, True, False, False]
1023
1024The :func:`~math.expm1` function computes ``e**x-1`` for small values of *x*
1025without incuring the loss of precision that usually accompanies the subtraction
1026of nearly equal quantities:
1027
1028>>> expm1(0.013671875) # more accurate way to compute e**x-1 for a small x
10290.013765762467652909
1030
Raymond Hettingerf9b8a192011-01-25 05:53:27 +00001031The :func:`~math.erf` function computes a probability integral or `Gaussian
Raymond Hettinger2f707c92011-01-25 06:58:01 +00001032error function <http://en.wikipedia.org/wiki/Error_function>`_. The
1033complementary error function, :func:`~math.erfc`, is ``1 - erf(x)``:
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001034
1035>>> erf(1.0/sqrt(2.0)) # portion of normal distribution within 1 standard deviation
10360.682689492137086
Raymond Hettinger2f707c92011-01-25 06:58:01 +00001037>>> erfc(1.0/sqrt(2.0)) # portion of normal distribution outside 1 standard deviation
10380.31731050786291404
1039>>> erf(1.0/sqrt(2.0)) + erfc(1.0/sqrt(2.0))
10401.0
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001041
Raymond Hettinger2c639062011-01-25 02:38:59 +00001042The :func:`~math.gamma` function is a continuous extension of the factorial
1043function. See http://en.wikipedia.org/wiki/Gamma_function for details. Because
1044the function is related to factorials, it grows large even for small values of
1045*x*, so there is also a :func:`~math.lgamma` function for computing the natural
1046logarithm of the gamma function:
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001047
1048>>> gamma(7.0) # six factorial
1049720.0
1050>>> lgamma(801.0) # log(800 factorial)
10514551.950730698041
1052
1053(Contributed by Mark Dickinson.)
1054
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001055abc
1056---
Antoine Pitrou7d49bc92010-09-15 15:13:17 +00001057
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001058The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
1059:func:`~abc.abstractstaticmethod`.
Raymond Hettingera5a35542010-12-05 00:39:18 +00001060
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001061These tools make it possible to define an :term:`abstract base class` that
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001062requires a particular :func:`classmethod` or :func:`staticmethod` to be
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001063implemented::
1064
1065 class Temperature(metaclass=ABCMeta):
1066 @abc.abstractclassmethod
Raymond Hettingera80ab102011-01-24 18:19:01 +00001067 def from_fahrenheit(self, t):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001068 ...
1069 @abc.abstractclassmethod
Raymond Hettingera80ab102011-01-24 18:19:01 +00001070 def from_celsius(self, t):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001071 ...
Antoine Pitrou7d49bc92010-09-15 15:13:17 +00001072
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001073(Patch submitted by Daniel Urban; :issue:`5867`.)
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001074
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001075io
1076--
1077
1078The :class:`io.BytesIO` has a new method, :meth:`~io.BytesIO.getbuffer`, which
1079provides functionality similar to :func:`memoryview`. It creates an editable
1080view of the data without making a copy. The buffer's random access and support
1081for slice notation are well-suited to in-place editing::
1082
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001083 >>> REC_LEN, LOC_START, LOC_LEN = 34, 7, 11
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001084
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001085 >>> def change_location(buffer, record_number, location):
1086 start = record_number * REC_LEN + LOC_START
1087 buffer[start: start+LOC_LEN] = location
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001088
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001089 >>> import io
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001090
1091 >>> byte_stream = io.BytesIO(
1092 b'G3805 storeroom Main chassis '
1093 b'X7899 shipping Reserve cog '
1094 b'L6988 receiving Primary sprocket'
1095 )
1096 >>> buffer = byte_stream.getbuffer()
1097 >>> change_location(buffer, 1, b'warehouse ')
1098 >>> change_location(buffer, 0, b'showroom ')
1099 >>> print(byte_stream.getvalue())
1100 b'G3805 showroom Main chassis ' ->
1101 b'X7899 warehouse Reserve cog ' ->
1102 b'L6988 receiving Primary sprocket'
1103
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001104(Contributed by Antoine Pitrou in :issue:`5506`.)
1105
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001106reprlib
1107-------
1108
1109When writing a :meth:`__repr__` method for a custom container, it is easy to
1110forget to handle the case where a member refers back to the container itself.
1111Python's builtin objects such as :class:`list` and :class:`set` handle
1112self-reference by displaying "..." in the recursive part of the representation
1113string.
1114
1115To help write such :meth:`__repr__` methods, the :mod:`reprlib` module has a new
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001116decorator, :func:`~reprlib.recursive_repr`, for detecting recursive calls to
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001117:meth:`__repr__` and substituting a placeholder string instead::
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001118
1119 >>> class MyList(list):
1120 @recursive_repr()
1121 def __repr__(self):
1122 return '<' + '|'.join(map(repr, self)) + '>'
1123
1124 >>> m = MyList('abc')
1125 >>> m.append(m)
1126 >>> m.append('x')
1127 >>> print(m)
1128 <'a'|'b'|'c'|...|'x'>
1129
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001130(Contributed by Raymond Hettinger in :issue:`9826` and :issue:`9840`.)
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001131
Raymond Hettinger50307b62011-01-24 01:18:30 +00001132csv
1133---
1134
1135The :mod:`csv` module now supports a new dialect, :class:`~csv.unix_dialect`,
1136which applies quoting for all fields and a traditional Unix style with ``'\n'`` as
1137the line terminator. The registered dialect name is ``unix``.
1138
1139The :class:`csv.DictWriter` has a new method,
1140:meth:`~csv.DictWriter.writeheader` for writing-out an initial row to document
1141the field names::
1142
1143 >>> import csv, sys
1144 >>> w = csv.DictWriter(sys.stdout, ['name', 'dept'], dialect='unix')
1145 >>> w.writeheader()
1146 "name","dept"
1147 >>> w.writerows([
1148 {'name': 'tom', 'dept': 'accounting'},
1149 {'name': 'susan', 'dept': 'Salesl'}])
1150 "tom","accounting"
1151 "susan","sales"
1152
1153(New dialect suggested by Jay Talbot in :issue:`5975`, and the new method
1154suggested by Ed Abraham in :issue:`1537721`.)
1155
Raymond Hettinger480ed782010-12-15 22:07:15 +00001156contextlib
1157----------
1158
1159There is a new and slightly mind-blowing tool
1160:class:`~contextlib.ContextDecorator` that is helpful for creating a
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001161:term:`context manager` that does double duty as a function decorator.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001162
1163As a convenience, this new functionality is used by
1164:func:`~contextlib.contextmanager` so that no extra effort is needed to support
1165both roles.
1166
1167The basic idea is that both context managers and function decorators can be used
1168for pre-action and post-action wrappers. Context managers wrap a group of
Raymond Hettingerc136b042011-01-18 07:15:39 +00001169statements using a :keyword:`with` statement, and function decorators wrap a
Raymond Hettinger480ed782010-12-15 22:07:15 +00001170group of statements enclosed in a function. So, occasionally there is a need to
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001171write a pre-action or post-action wrapper that can be used in either role.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001172
1173For example, it is sometimes useful to wrap functions or groups of statements
1174with a logger that can track the time of entry and time of exit. Rather than
1175writing both a function decorator and a context manager for the task, the
1176:func:`~contextlib.contextmanager` provides both capabilities in a single
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001177definition::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001178
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001179 from contextlib import contextmanager
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001180 import logging
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001181
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001182 logging.basicConfig(level=logging.INFO)
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001183
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001184 @contextmanager
1185 def track_entry_and_exit(name):
1186 logging.info('Entering: {}'.format(name))
1187 yield
1188 logging.info('Exiting: {}'.format(name))
Raymond Hettinger480ed782010-12-15 22:07:15 +00001189
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001190Formerly, this would have only been usable as a context manager::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001191
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001192 with track_entry_and_exit('widget loader'):
1193 print('Some time consuming activity goes here')
1194 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001195
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001196Now, it can be used as a decorator as well::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001197
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001198 @track_entry_and_exit('widget loader')
1199 def activity():
1200 print('Some time consuming activity goes here')
1201 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001202
1203Trying to fulfill two roles at once places some limitations on the technique.
1204Context managers normally have the flexibility to return an argument usable by
Raymond Hettingerc136b042011-01-18 07:15:39 +00001205a :keyword:`with` statement, but there is no parallel for function decorators.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001206
Raymond Hettinger9743e4f2010-12-16 02:24:12 +00001207In the above example, there is not a clean way for the *track_entry_and_exit*
Raymond Hettinger388af4b2011-01-06 20:55:29 +00001208context manager to return a logging instance for use in the body of enclosed
1209statements.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001210
1211(Contributed by Michael Foord in :issue:`9110`.)
1212
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001213decimal and fractions
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001214---------------------
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001215
1216Mark Dickinson crafted an elegant and efficient scheme for assuring that
1217different numeric datatypes will have the same hash value whenever their actual
1218values are equal (:issue:`8188`)::
1219
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001220 assert hash(Fraction(3, 2)) == hash(1.5) == \
1221 hash(Decimal("1.5")) == hash(complex(1.5, 0))
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001222
Raymond Hettingere7dfe742011-01-24 09:17:24 +00001223Some of the hashing details are exposed through a new attribute,
1224:attr:`sys.hash_info`, which describes the bit width of the hash value, the
1225prime modulus, the hash values for *infinity* and *nan*, and the multiplier
1226used for the imaginary part of a number:
1227
1228>>> sys.hash_info
1229sys.hash_info(width=64, modulus=2305843009213693951, inf=314159, nan=0, imag=1000003)
1230
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001231An early decision to limit the inter-operability of various numeric types has
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001232been relaxed. It is still unsupported (and ill-advised) to have implicit
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001233mixing in arithmetic expressions such as ``Decimal('1.1') + float('1.1')``
1234because the latter loses information in the process of constructing the binary
1235float. However, since existing floating point value can be converted losslessly
1236to either a decimal or rational representation, it makes sense to add them to
1237the constructor and to support mixed-type comparisons.
1238
Raymond Hettingerbb9686f2010-12-16 00:53:05 +00001239* The :class:`decimal.Decimal` constructor now accepts :class:`float` objects
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001240 directly so there in no longer a need to use the :meth:`~decimal.Decimal.from_float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001241 method (:issue:`8257`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001242
1243* Mixed type comparisons are now fully supported so that
1244 :class:`~decimal.Decimal` objects can be directly compared with :class:`float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001245 and :class:`fractions.Fraction` (:issue:`2531` and :issue:`8188`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001246
1247Similar changes were made to :class:`fractions.Fraction` so that the
1248:meth:`~fractions.Fraction.from_float()` and :meth:`~fractions.Fraction.from_decimal`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001249methods are no longer needed (:issue:`8294`):
1250
1251>>> Decimal(1.1)
1252Decimal('1.100000000000000088817841970012523233890533447265625')
1253>>> Fraction(1.1)
1254Fraction(2476979795053773, 2251799813685248)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001255
1256Another useful change for the :mod:`decimal` module is that the
1257:attr:`Context.clamp` attribute is now public. This is useful in creating
1258contexts that correspond to the decimal interchange formats specified in IEEE
1259754 (see :issue:`8540`).
1260
Raymond Hettinger6046e222010-12-16 00:21:08 +00001261(Contributed by Mark Dickinson and Raymond Hettinger.)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001262
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001263ftp
1264---
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001265
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001266The :class:`ftplib.FTP` class now supports the context manager protocol to
1267unconditionally consume :exc:`socket.error` exceptions and to close the FTP
1268connection when done::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +00001269
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001270 >>> from ftplib import FTP
1271 >>> with FTP("ftp1.at.proftpd.org") as ftp:
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001272 ftp.login()
1273 ftp.dir()
1274
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001275 '230 Anonymous login ok, restrictions apply.'
1276 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
1277 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
1278 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
1279 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Georg Brandlda0a2112010-09-05 11:28:33 +00001280
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001281Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
1282also grew auto-closing context managers::
1283
1284 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
1285 for line in f:
1286 process(line)
1287
1288(Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
1289by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +00001290
Antoine Pitroubcba4342011-01-16 18:29:34 +00001291The :class:`~ftplib.FTP_TLS` class now accepts a *context* parameter, which is a
1292:class:`ssl.SSLContext` object allowing bundling SSL configuration options,
Raymond Hettinger4854d142011-01-17 21:29:58 +00001293certificates and private keys into a single (potentially long-lived) structure.
Antoine Pitroubcba4342011-01-16 18:29:34 +00001294
1295(Contributed by Giampaolo Rodolà; :issue:`8806`.)
1296
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001297popen
1298-----
1299
1300The :func:`os.popen` and :func:`subprocess.Popen` functions now support
Raymond Hettingerc136b042011-01-18 07:15:39 +00001301:keyword:`with` statements for auto-closing of the file descriptors.
Georg Brandl3ad46752010-12-05 07:59:29 +00001302
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001303(Contributed by Antoine Pitrou in :issue:`7461`.)
1304
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001305select
1306------
1307
1308The :mod:`select` module now exposes a new, constant attribute,
Antoine Pitroucfad97b2011-01-25 17:24:57 +00001309:attr:`~select.PIPE_BUF`, which gives the minimum number of bytes which are
1310guaranteed not to block when :func:`select.select` says a pipe is ready
1311for writing.
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001312
1313>>> import select
1314>>> select.PIPE_BUF
1315512
1316
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001317(Available on Unix systems. Patch by Sébastien Sablé in :issue:`85554`)
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001318
Raymond Hettinger6046e222010-12-16 00:21:08 +00001319gzip and zipfile
1320----------------
Antoine Pitroucd889af2010-10-06 21:13:56 +00001321
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001322:class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
1323:term:`abstract base class` (except for ``truncate()``). It also has a
1324:meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
1325zero-padded file objects.
Raymond Hettingera0266332010-12-07 08:52:41 +00001326
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001327The :mod:`gzip` module also gains the :func:`~gzip.compress` and
1328:func:`~gzip.decompress` functions for easier in-memory compression and
Raymond Hettinger51e21072011-01-10 23:38:15 +00001329decompression. Keep in mind that text needs to be encoded as :class:`bytes`
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001330before compressing and decompressing:
Raymond Hettingera0266332010-12-07 08:52:41 +00001331
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001332>>> s = 'Three shall be the number thou shalt count, '
1333>>> s += 'and the number of the counting shall be three'
1334>>> b = s.encode() # convert to utf-8
1335>>> len(b)
133689
1337>>> c = gzip.compress(b)
1338>>> len(c)
133977
1340>>> gzip.decompress(c).decode()[:42] # decompress and convert to text
1341'Three shall be the number thou shalt count,'
Antoine Pitroucd889af2010-10-06 21:13:56 +00001342
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001343(Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
1344Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
1345:issue:`2846`.)
1346
Raymond Hettinger6046e222010-12-16 00:21:08 +00001347Also, the :class:`zipfile.ZipExtFile` class was reworked internally to represent
1348files stored inside an archive. The new implementation is significantly faster
1349and can be wrapped in a :class:`io.BufferedReader` object for more speedups. It
1350also solves an issue where interleaved calls to *read* and *readline* gave the
1351wrong results.
1352
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001353(Patch submitted by Nir Aides in :issue:`7610`.)
Raymond Hettinger6046e222010-12-16 00:21:08 +00001354
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001355tarfile
1356-------
1357
1358The :class:`~tarfile.TarFile` class can now be used as a content manager. In
1359addition, its :meth:`~tarfile.TarFile.add` method has a new option, *filter*,
1360that controls which files are added to the archive and allows the file metadata
1361to be edited.
1362
1363The new *filter* option replaces the older, less flexible *exclude* parameter
1364which is now deprecated. If specified, the optional *filter* parameter needs to
1365be a :term:`keyword argument`. The user-supplied filter function accepts a
1366:class:`~tarfile.TarInfo` object and returns an updated
1367:class:`~tarfile.TarInfo` object, or if it wants the file to be excluded, the
1368function can return *None*::
1369
1370 >>> import tarfile, glob
1371
1372 >>> def myfilter(tarinfo):
1373 if tarinfo.isfile(): # only save real files
1374 tarinfo.uname = 'monty' # redact the user name
1375 return tarinfo
1376
Raymond Hettingere6f0abf2011-01-27 07:34:45 +00001377 >>> with tarfile.open(name='myarchive.tar.gz', mode='w:gz') as tf:
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001378 for filename in glob.glob('*.txt'):
1379 tf.add(filename, filter=myfilter)
1380 tf.list()
1381 -rw-r--r-- monty/501 902 2011-01-26 17:59:11 annotations.txt
1382 -rw-r--r-- monty/501 123 2011-01-26 17:59:11 general_questions.txt
1383 -rw-r--r-- monty/501 3514 2011-01-26 17:59:11 prion.txt
1384 -rw-r--r-- monty/501 124 2011-01-26 17:59:11 py_todo.txt
1385 -rw-r--r-- monty/501 1399 2011-01-26 17:59:11 semaphore_notes.txt
1386
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001387(Proposed by Tarek Ziadé and implemented by Lars Gustäbel in :issue:`6856`.)
1388
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001389hashlib
1390-------
1391
1392The :mod:`hashlib` module has two new constant attributes listing the hashing
1393algorithms guaranteed to be present in all implementations and those available
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001394on the current implementation::
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001395
1396 >>> import hashlib
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001397
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001398 >>> hashlib.algorithms_guaranteed
1399 {'sha1', 'sha224', 'sha384', 'sha256', 'sha512', 'md5'}
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001400
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001401 >>> hashlib.algorithms_available
1402 {'md2', 'SHA256', 'SHA512', 'dsaWithSHA', 'mdc2', 'SHA224', 'MD4', 'sha256',
1403 'sha512', 'ripemd160', 'SHA1', 'MDC2', 'SHA', 'SHA384', 'MD2',
1404 'ecdsa-with-SHA1','md4', 'md5', 'sha1', 'DSA-SHA', 'sha224',
1405 'dsaEncryption', 'DSA', 'RIPEMD160', 'sha', 'MD5', 'sha384'}
1406
1407(Suggested by Carl Chenet in :issue:`7418`.)
1408
Raymond Hettinger50307b62011-01-24 01:18:30 +00001409ast
1410---
1411
1412The :mod:`ast` module has a wonderful a general-purpose tool for safely
1413evaluating strings containing Python expressions using the Python literal
1414syntax. The :func:`ast.literal_eval` function serves as a secure alternative to
1415the builtin :func:`eval` function which is easily abused. Python 3.2 adds
1416:class:`bytes` and :class:`set` literals to the list of supported types:
1417strings, bytes, numbers, tuples, lists, dicts, sets, booleans, and None.
1418
1419::
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001420
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001421 >>> from ast import literal_request
Raymond Hettinger50307b62011-01-24 01:18:30 +00001422
1423 >>> request = "{'req': 3, 'func': 'pow', 'args': (2, 0.5)}"
1424 >>> literal_eval(request)
1425 {'args': (2, 0.5), 'req': 3, 'func': 'pow'}
1426
1427 >>> request = "os.system('do something harmful')"
1428 >>> literal_eval(request)
1429 Traceback (most recent call last):
1430 ...
1431 ValueError: malformed node or string: <_ast.Call object at 0x101739a10>
1432
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001433(Implemented by Georg Brandl.)
1434
Raymond Hettinger2270d582011-01-20 09:04:39 +00001435os
1436--
1437
1438Different operating systems use various encodings for filenames and environment
1439variables. The :mod:`os` module provides two new functions,
1440:func:`~os.fsencode` and :func:`~os.fsdecode`, for encoding and decoding
1441filenames:
1442
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001443>>> filename = 'Sehenswürdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001444>>> os.fsencode(filename)
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001445b'Sehensw\xc3\xbcrdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001446
1447Some operating systems allow direct access to the unencoded bytes in the
1448environment. If so, the :attr:`os.supports_bytes_environ` constant will be
1449true.
1450
1451For direct access to unencoded environment variables (if available),
1452use the new :func:`os.getenvb` function or use :data:`os.environb`
1453which is a bytes version of :data:`os.environ`.
1454
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001455(Contributed by Victor Stinner.)
Raymond Hettinger2270d582011-01-20 09:04:39 +00001456
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001457shutil
1458------
1459
1460The :func:`shutil.copytree` function has two new options:
Antoine Pitroud67075e2010-07-31 22:48:02 +00001461
Antoine Pitrou121a0552011-01-16 18:16:52 +00001462* *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
Raymond Hettingerc136b042011-01-18 07:15:39 +00001463 copies a file pointed to by a symlink, not the symlink itself. This option
1464 will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001465
Antoine Pitrou121a0552011-01-16 18:16:52 +00001466* *copy_function*: is a callable that will be used to copy files.
1467 :func:`shutil.copy2` is used by default.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001468
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001469(Contributed by Tarek Ziadé.)
Antoine Pitroud67075e2010-07-31 22:48:02 +00001470
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001471In addition, the :mod:`shutil` module now supports :ref:`archiving operations
1472<archiving-operations>` for zipfiles, uncompressed tarfiles, gzipped tarfiles,
1473and bzipped tarfiles. And there are functions for registering additional
1474archiving file formats (such as xz compressed tarfiles or custom formats).
1475
1476The principal functions are :func:`~shutil.make_archive` and
1477:func:`~shutil.unpack_archive`. By default, both operate on the current
1478directory (which can be set by :func:`os.chdir`) and on any sub-directories.
1479The archive filename needs to specified with a full pathname. The archiving
1480step is non-destructive (the original files are left unchanged).
1481
1482::
1483
1484 >>> import shutil, pprint
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001485
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001486 >>> os.chdir('mydata') # change to the source directory
1487 >>> f = make_archive('/var/backup/mydata', 'zip') # archive the current directory
1488 >>> f # show the name of archive
1489 '/var/backup/mydata.zip'
1490 >>> os.chdir('tmp') # change to an unpacking
1491 >>> shutil.unpack_archive('/var/backup/mydata.zip') # recover the data
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001492
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001493 >>> pprint.pprint(shutil.get_archive_formats()) # display known formats
1494 [('bztar', "bzip2'ed tar-file"),
1495 ('gztar', "gzip'ed tar-file"),
1496 ('tar', 'uncompressed tar file'),
1497 ('zip', 'ZIP file')]
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001498
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001499 >>> shutil.register_archive_format( # register a new archive format
1500 name = 'xz',
1501 function = 'xz.compress',
1502 extra_args = [('level', 8)],
1503 description = 'xz compression'
1504 )
1505
1506(Contributed by Tarek Ziadé.)
1507
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001508sqlite3
1509-------
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001510
Raymond Hettinger6046e222010-12-16 00:21:08 +00001511The :mod:`sqlite3` module was updated to version 2.6.0. It has two new capabilities.
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001512
Raymond Hettinger0358a172010-12-15 19:00:38 +00001513* The :attr:`sqlite3.Connection.in_transit` attribute is true if there is an
1514 active transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001515
Raymond Hettinger0358a172010-12-15 19:00:38 +00001516* The :meth:`sqlite3.Connection.enable_load_extension` and
1517 :meth:`sqlite3.Connection.load_extension` methods allows you to load SQLite
1518 extensions from ".so" files. One well-known extension is the fulltext-search
1519 extension distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001520
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001521(Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
1522
Raymond Hettingera3b7a142011-01-24 05:26:00 +00001523html
1524----
1525
1526A new :mod:`html` module was introduced with only a single function,
1527:func:`~html.escape`, which is used for escaping reserved characters from HTML
1528markup:
1529
1530>>> import html
1531>>> html.escape('x > 2 && x < 7')
1532'x &gt; 2 &amp;&amp; x &lt; 7'
1533
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001534socket
1535------
1536
1537The :mod:`socket` module has two new improvements.
1538
1539* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
1540 the socket into closed state without actually closing the underlying file
1541 descriptor. The latter can then be reused for other purposes.
1542 (Added by Antoine Pitrou; :issue:`8524`.)
1543
1544* :func:`socket.create_connection` now supports the context manager protocol
1545 to unconditionally consume :exc:`socket.error` exceptions and to close the
1546 socket when done.
1547 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
1548
1549ssl
1550---
Antoine Pitroud67075e2010-07-31 22:48:02 +00001551
Raymond Hettinger4854d142011-01-17 21:29:58 +00001552The :mod:`ssl` module added a number of features to satisfy common requirements
1553for secure (encrypted, authenticated) internet connections:
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001554
Raymond Hettinger4854d142011-01-17 21:29:58 +00001555* A new class, :class:`~ssl.SSLContext`, serves as a container for persistent
1556 SSL data, such as protocol settings, certificates, private keys, and various
1557 other options. It includes a :meth:`~ssl.SSLContext.wrap_socket` for creating
1558 an SSL socket from an SSL context.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001559
Raymond Hettinger4854d142011-01-17 21:29:58 +00001560* A new function, :func:`ssl.match_hostname`, supports server identity
1561 verification for higher-level protocols by implementing the rules of HTTPS
1562 (from :rfc:`2818`) which are also suitable for other protocols.
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +00001563
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001564* The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
Raymond Hettinger4854d142011-01-17 21:29:58 +00001565 argument. The *ciphers* string lists the allowed encryption algorithms using
1566 the format described in the `OpenSSL documentation
1567 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001568
Raymond Hettinger4854d142011-01-17 21:29:58 +00001569* When linked against recent versions of OpenSSL, the :mod:`ssl` module now
1570 supports the Server Name Indication extension to the TLS protocol, allowing
1571 multiple "virtual hosts" using different certificates on a single IP port.
1572 This extension is only supported in client mode, and is activated by passing
1573 the *server_hostname* argument to :meth:`ssl.SSLContext.wrap_socket`.
Antoine Pitrou7d15a722010-11-05 22:13:55 +00001574
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001575* Various options have been added to the :mod:`ssl` module, such as
Raymond Hettinger4854d142011-01-17 21:29:58 +00001576 :data:`~ssl.OP_NO_SSLv2` which disables the insecure and obsolete SSLv2
1577 protocol.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001578
Raymond Hettinger4854d142011-01-17 21:29:58 +00001579* The extension now loads all the OpenSSL ciphers and digest algorithms. If
1580 some SSL certificates cannot be verified, they are reported as an "unknown
1581 algorithm" error.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001582
Raymond Hettinger4854d142011-01-17 21:29:58 +00001583* The version of OpenSSL being used is now accessible using the module
1584 attributes :data:`ssl.OPENSSL_VERSION` (a string),
1585 :data:`ssl.OPENSSL_VERSION_INFO` (a 5-tuple), and
1586 :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer).
1587
1588(Contributed by Antoine Pitrou in :issue:`8850`, :issue:`1589`, :issue:`8322`,
1589:issue:`5639`, :issue:`4870`, :issue:`8484`, and :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001590
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001591nntp
1592----
Raymond Hettinger070ec702010-12-10 17:45:13 +00001593
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001594The :mod:`nntplib` module has a revamped implementation with better bytes and
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001595text semantics as well as more practical APIs. These improvements break
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001596compatibility with the nntplib version in Python 3.1, which was partly
1597dysfunctional in itself.
Raymond Hettinger070ec702010-12-10 17:45:13 +00001598
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001599Support for secure connections through both implicit (using
1600:class:`nntplib.NNTP_SSL`) and explicit (using :meth:`nntplib.NNTP.starttls`)
1601TLS has also been added.
1602
1603(Contributed by Antoine Pitrou in :issue:`9360` and Andrew Vant in :issue:`1926`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001604
1605certificates
1606------------
1607
1608:class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
1609and :func:`urllib.request.urlopen` now take optional arguments to allow for
1610server certificate checking against a set of Certificate Authorities,
1611as recommended in public uses of HTTPS.
1612
1613(Added by Antoine Pitrou, :issue:`9003`.)
1614
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00001615imaplib
1616-------
1617
1618Support for explicit TLS on standard IMAP4 connections has been added through
1619the new :mod:`imaplib.IMAP4.starttls` method.
1620
1621(Contributed by Lorenzo M. Catucci and Antoine Pitrou, :issue:`4471`.)
1622
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00001623.. XXX sys._xoptions http://bugs.python.org/issue10089
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001624.. XXX perhaps add issue numbers back to datetime
Raymond Hettinger8d09cb22011-01-27 06:10:18 +00001625.. XXX Mac OS fixes and remaining issues
1626.. XXX Mailbox fixes and remaining issues
1627.. XXX HTTP client now using latin-1
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00001628
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001629unittest
1630--------
Antoine Pitrouafb078d2010-11-05 22:18:28 +00001631
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001632The unittest module has a number of improvements supporting test discovery for
1633packages, easier experimentation at the interactive prompt, new testcase
1634methods, improved diagnostic messages for test failures, and better method
1635names.
1636
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001637* The command-line call ``python -m unittest`` can now accept file paths
Raymond Hettingera0266332010-12-07 08:52:41 +00001638 instead of module names for running specific tests (:issue:`10620`). The new
1639 test discovery can find tests within packages, locating any test importable
Raymond Hettingerc136b042011-01-18 07:15:39 +00001640 from the top-level directory. The top-level directory can be specified with
Raymond Hettingera0266332010-12-07 08:52:41 +00001641 the `-t` option, a pattern for matching files with ``-p``, and a directory to
1642 start discovery with ``-s``::
1643
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001644 $ python -m unittest discover -s my_proj_dir -p _test.py
Raymond Hettingera0266332010-12-07 08:52:41 +00001645
1646 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001647
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001648* Experimentation at the interactive prompt is now easier because the
1649 :class:`unittest.case.TestCase` class can now be instantiated without
1650 arguments:
1651
1652 >>> TestCase().assertEqual(pow(2, 3), 8)
1653
1654 (Contributed by Michael Foord.)
1655
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001656* The :mod:`unittest` module has two new methods,
1657 :meth:`~unittest.TestCase.assertWarns` and
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001658 :meth:`~unittest.TestCase.assertWarnsRegex` to verify that a given warning type
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001659 is triggered by the code under test::
Antoine Pitroud3052002010-09-15 15:09:40 +00001660
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001661 with self.assertWarns(DeprecationWarning):
1662 legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001663
Antoine Pitroueec6dbf2011-01-16 18:21:12 +00001664 (Contributed by Antoine Pitrou, :issue:`9754`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001665
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001666 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001667 compare two iterables to determine if their element counts are equal (whether
1668 the same elements are present with the same number of occurrences regardless
1669 of order)::
Raymond Hettingera0266332010-12-07 08:52:41 +00001670
1671 def test_anagram(self):
1672 self.assertCountEqual('algorithm', 'logarithm')
1673
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001674 (Contributed by Raymond Hettinger.)
1675
1676* A principal feature of the unittest module is an effort to produce meaningful
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001677 diagnostics when a test fails. When possible, the failure is recorded along
Raymond Hettingera0266332010-12-07 08:52:41 +00001678 with a diff of the output. This is especially helpful for analyzing log files
1679 of failed test runs. However, since diffs can sometime be voluminous, there is
1680 a new :attr:`~unittest.TestCase.maxDiff` attribute which sets maximum length of
1681 diffs.
1682
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001683* In addition, the method names in the module have undergone a number of clean-ups.
1684
1685 For example, :meth:`~unittest.TestCase.assertRegex` is the new name for
Raymond Hettingera0266332010-12-07 08:52:41 +00001686 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001687 test uses :func:`re.search`, not :func:`re.match`. Other methods using
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001688 regular expressions are now named using short form "Regex" in preference to
1689 "Regexp" -- this matches the names used in other unittest implementations,
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001690 matches Python's old name for the :mod:`re` module, and it has unambiguous
1691 camel-casing.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001692
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001693 (Contributed by Raymond Hettinger and implemented by Ezio Melotti.)
1694
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001695* To improve consistency, some long-standing method aliases are being
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001696 deprecated in favor of the preferred names:
1697
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001698 =============================== ==============================
1699 Old Name Preferred Name
1700 =============================== ==============================
1701 :meth:`assert_` :meth:`.assertTrue`
1702 :meth:`assertEquals` :meth:`.assertEqual`
1703 :meth:`assertNotEquals` :meth:`.assertNotEqual`
1704 :meth:`assertAlmostEquals` :meth:`.assertAlmostEqual`
1705 :meth:`assertNotAlmostEquals` :meth:`.assertNotAlmostEqual`
1706 =============================== ==============================
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001707
1708 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001709 to be removed in Python 3.3. Also see the :ref:`deprecated-aliases` section in
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001710 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001711
1712 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001713
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001714* The :meth:`~unittest.TestCase.assertDictContainsSubset` method was deprecated
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001715 because it was misimplemented with the arguments in the wrong order. This
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001716 created hard-to-debug optical illusions where tests like
1717 ``TestCase().assertDictContainsSubset({'a':1, 'b':2}, {'a':1})`` would fail.
1718
1719 (Contributed by Raymond Hettinger.)
1720
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001721random
1722------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001723
Raymond Hettinger0358a172010-12-15 19:00:38 +00001724The integer methods in the :mod:`random` module now do a better job of producing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001725uniform distributions. Previously, they computed selections with
1726``int(n*random())`` which had a slight bias whenever *n* was not a power of two.
Raymond Hettingerc136b042011-01-18 07:15:39 +00001727Now, multiple selections are made from a range up to the next power of two and a
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001728selection is kept only when it falls within the range ``0 <= x < n``. The
1729functions and methods affected are :func:`~random.randrange`,
1730:func:`~random.randint`, :func:`~random.choice`, :func:`~random.shuffle` and
1731:func:`~random.sample`.
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001732
1733(Contributed by Raymond Hettinger; :issue:`9025`.)
1734
1735poplib
1736------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001737
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001738* :class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
1739 :class:`ssl.SSLContext` object allowing bundling SSL configuration options,
1740 certificates and private keys into a single (potentially long-lived)
1741 structure.
1742
1743 (Contributed by Giampaolo Rodolà; :issue:`8807`.)
1744
Giampaolo Rodolà977c7072010-10-04 21:08:36 +00001745* :class:`asyncore.dispatcher` now provides a
1746 :meth:`~asyncore.dispatcher.handle_accepted()` method
1747 returning a `(sock, addr)` pair which is called when a connection has actually
1748 been established with a new remote endpoint. This is supposed to be used as a
1749 replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
1750 the user to call :meth:`~asyncore.dispatcher.accept()` directly.
1751
1752 (Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001753
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001754tempfile
1755--------
Raymond Hettingera0266332010-12-07 08:52:41 +00001756
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001757The :mod:`tempfile` module has a new context manager,
1758:class:`~tempfile.TemporaryDirectory` which provides easy deterministic
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001759cleanup of temporary directories::
Nick Coghlan543af752010-10-24 11:23:25 +00001760
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001761 with tempfile.TemporaryDirectory() as tmpdirname:
1762 print('created temporary dir:', tmpdirname)
Nick Coghlan543af752010-10-24 11:23:25 +00001763
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001764(Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001765
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001766inspect
1767-------
1768
Raymond Hettinger0358a172010-12-15 19:00:38 +00001769* The :mod:`inspect` module has a new function
1770 :func:`~inspect.getgeneratorstate` to easily identify the current state of a
Raymond Hettingera275c982011-01-20 04:03:19 +00001771 generator-iterator::
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001772
Raymond Hettingera275c982011-01-20 04:03:19 +00001773 >>> from inspect import getgeneratorstate
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001774 >>> def gen():
Raymond Hettingera275c982011-01-20 04:03:19 +00001775 yield 'demo'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001776 >>> g = gen()
Raymond Hettingera275c982011-01-20 04:03:19 +00001777 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001778 'GEN_CREATED'
1779 >>> next(g)
Raymond Hettingera275c982011-01-20 04:03:19 +00001780 'demo'
1781 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001782 'GEN_SUSPENDED'
Raymond Hettingera275c982011-01-20 04:03:19 +00001783 >>> next(g, None)
1784 >>> getgeneratorstate(g)
1785 'GEN_CLOSED'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001786
1787 (Contributed by Rodolpho Eckhardt and Nick Coghlan, :issue:`10220`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001788
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001789* To support lookups without the possibility of activating a dynamic attribute,
1790 the :mod:`inspect` module has a new function, :func:`~inspect.getattr_static`.
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001791 Unlike :func:`hasattr`, this is a true read-only search, guaranteed not to
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001792 change state while it is searching::
1793
1794 >>> class A:
1795 @property
1796 def f(self):
1797 print('Running')
1798 return 10
1799
1800 >>> a = A()
1801 >>> getattr(a, 'f')
1802 Running
1803 10
1804 >>> inspect.getattr_static(a, 'f')
1805 <property object at 0x1022bd788>
1806
1807 (Contributed by Michael Foord.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001808
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001809pydoc
1810-----
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001811
Raymond Hettinger89c1cd12011-01-19 04:43:45 +00001812The :mod:`pydoc` module now provides a much-improved Web server interface, as
1813well as a new command-line option ``-b`` to automatically open a browser window
1814to display that server::
1815
1816 $ pydoc3.2 -b
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001817
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001818(Contributed by Ron Adam; :issue:`2001`.)
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001819
Raymond Hettingeracff5952011-01-24 01:51:49 +00001820dis
1821---
1822
1823The :mod:`dis` module gained two new functions for inspecting code,
1824:func:`~dis.code_info` and :func:`~dis.show_code`. Both provide detailed code
1825object information for the supplied function, method, source code string or code
1826object. The former returns a string and the latter prints it::
1827
1828 >>> import dis, random
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001829 >>> dis.show_code(random.choice)
Raymond Hettingeracff5952011-01-24 01:51:49 +00001830 Name: choice
1831 Filename: /Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/random.py
1832 Argument count: 2
1833 Kw-only arguments: 0
1834 Number of locals: 3
1835 Stack size: 11
1836 Flags: OPTIMIZED, NEWLOCALS, NOFREE
1837 Constants:
1838 0: 'Choose a random element from a non-empty sequence.'
1839 1: 'Cannot choose from an empty sequence'
1840 Names:
1841 0: _randbelow
1842 1: len
1843 2: ValueError
1844 3: IndexError
1845 Variable names:
1846 0: self
1847 1: seq
1848 2: i
1849
1850(Contributed by Nick Coghlan in :issue:`9147`.)
1851
1852dbm
1853---
1854
1855All database modules now support :meth:`get` and :meth:`setdefault` are now
1856available in all database modules
1857
1858(Suggested by Ray Allen in :issue:`9523`.)
1859
1860ctypes
1861------
1862
1863A new type, :class:`ctypes.c_ssize_t` represents the C :c:type:`ssize_t` datatype.
1864
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001865site
1866----
1867
1868The :mod:`site` module has three new functions useful for reporting on the
1869details of a given Python installation.
1870
1871* :func:`~site.getsitepackages` lists all global site-packages directories.
1872
1873* :func:`~site.getuserbase` reports on the user's base directory where data can
1874 be stored.
1875
1876* :func:`~site.getusersitepackages` reveals the user-specific site-packages
1877 directory path.
1878
1879::
1880
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001881 >>> import site
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001882 >>> site.getsitepackages()
1883 ['/Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/site-packages',
1884 '/Library/Frameworks/Python.framework/Versions/3.2/lib/site-python',
1885 '/Library/Python/3.2/site-packages']
1886 >>> site.getuserbase()
1887 '/Users/raymondhettinger/Library/Python/3.2'
1888 >>> site.getusersitepackages()
1889 '/Users/raymondhettinger/Library/Python/3.2/lib/python/site-packages'
1890
1891Conveniently, some of site's functionality is accessible directly from the
1892command-line::
1893
1894 $ python -m site --user-base
1895 /Users/raymondhettinger/.local
1896 $ python -m site --user-site
1897 /Users/raymondhettinger/.local/lib/python3.2/site-packages
1898
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001899(Contributed by Tarek Ziadé.)
1900
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001901sysconfig
1902---------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001903
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001904The new :mod:`sysconfig` module makes it straightforward to discover
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001905installation paths and configuration variables which vary across platforms and
1906installations.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001907
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001908The module offers access simple access functions for platform and version
1909information:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001910
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001911* :func:`~sysconfig.get_platform` returning values like *linux-i586* or
1912 *macosx-10.6-ppc*.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001913* :func:`~sysconfig.get_python_version` returns a Python version string
1914 such as "3.2".
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001915
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001916It also provides access to the paths and variables corresponding to one of
1917seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
1918*posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001919
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001920* :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
1921 for the current installation scheme.
1922* :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
1923 variables.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001924
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001925There is also a convenient command-line interface::
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001926
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001927 C:\Python32>python -m sysconfig
1928 Platform: "win32"
1929 Python version: "3.2"
1930 Current installation scheme: "nt"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001931
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001932 Paths:
1933 data = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001934 include = "C:\Python32\Include"
1935 platinclude = "C:\Python32\Include"
1936 platlib = "C:\Python32\Lib\site-packages"
1937 platstdlib = "C:\Python32\Lib"
1938 purelib = "C:\Python32\Lib\site-packages"
1939 scripts = "C:\Python32\Scripts"
1940 stdlib = "C:\Python32\Lib"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001941
1942 Variables:
1943 BINDIR = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001944 BINLIBDEST = "C:\Python32\Lib"
1945 EXE = ".exe"
1946 INCLUDEPY = "C:\Python32\Include"
1947 LIBDEST = "C:\Python32\Lib"
1948 SO = ".pyd"
1949 VERSION = "32"
1950 abiflags = ""
1951 base = "C:\Python32"
1952 exec_prefix = "C:\Python32"
1953 platbase = "C:\Python32"
1954 prefix = "C:\Python32"
1955 projectbase = "C:\Python32"
1956 py_version = "3.2"
1957 py_version_nodot = "32"
1958 py_version_short = "3.2"
1959 srcdir = "C:\Python32"
1960 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001961
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001962(Moved out of Distutils by Tarek Ziadé.)
1963
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001964pdb
1965---
1966
1967The :mod:`pdb` debugger module gained a number of usability improvements:
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001968
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001969* :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
1970 :file:`.pdbrc` script file.
1971* A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
1972 that continue debugging.
1973* The :class:`Pdb` class constructor now accepts a *nosigint* argument.
Raymond Hettinger51e21072011-01-10 23:38:15 +00001974* New commands: ``l(list)``, ``ll(long list)`` and ``source`` for
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001975 listing source code.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001976* New commands: ``display`` and ``undisplay`` for showing or hiding
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001977 the value of an expression if it has changed.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001978* New command: ``interact`` for starting an interactive interpreter containing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001979 the global and local names found in the current scope.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001980* Breakpoints can be cleared by breakpoint number.
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001981
Georg Brandl101234b2010-12-18 11:53:25 +00001982(Contributed by Georg Brandl, Antonio Cuni and Ilya Sandler.)
1983
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001984configparser
1985------------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001986
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001987The :mod:`configparser` module was modified to improve usability and
1988predictability of the default parser and its supported INI syntax. The old
1989:class:`ConfigParser` class was removed in favor of :class:`SafeConfigParser`
Raymond Hettinger04129742010-12-18 10:57:50 +00001990which has in turn been renamed to :class:`~configparser.ConfigParser`. Support
1991for inline comments is now turned off by default and section or option
1992duplicates are not allowed in a single configuration source.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001993
1994Config parsers gained a new API based on the mapping protocol::
1995
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00001996 >>> parser = ConfigParser()
1997 >>> parser.read_string("""
1998 [DEFAULT]
1999 location = upper left
2000 visible = yes
2001 editable = no
2002 color = blue
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002003
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002004 [main]
2005 title = Main Menu
2006 color = green
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002007
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002008 [options]
2009 title = Options
2010 """)
2011 >>> parser['main']['color']
2012 'green'
2013 >>> parser['main']['editable']
2014 'no'
2015 >>> section = parser['options']
2016 >>> section['title']
2017 'Options'
2018 >>> section['title'] = 'Options (editable: %(editable)s)'
2019 >>> section['title']
2020 'Options (editable: no)'
2021
2022The new API is implemented on top of the classical API, so custom parser
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002023subclasses should be able to use it without modifications.
2024
2025The INI file structure accepted by config parsers can now be customized. Users
Raymond Hettinger04129742010-12-18 10:57:50 +00002026can specify alternative option/value delimiters and comment prefixes, change the
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002027name of the *DEFAULT* section or switch the interpolation syntax.
2028
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002029There is support for pluggable interpolation including an additional interpolation
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002030handler :class:`~configparser.ExtendedInterpolation`::
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002031
2032 >>> parser = ConfigParser(interpolation=ExtendedInterpolation())
2033 >>> parser.read_dict({'buildout': {'directory': '/home/ambv/zope9'},
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002034 'custom': {'prefix': '/usr/local'}})
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002035 >>> parser.read_string("""
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002036 [buildout]
2037 parts =
2038 zope9
2039 instance
2040 find-links =
2041 ${buildout:directory}/downloads/dist
2042
2043 [zope9]
2044 recipe = plone.recipe.zope9install
2045 location = /opt/zope
2046
2047 [instance]
2048 recipe = plone.recipe.zope9instance
2049 zope9-location = ${zope9:location}
2050 zope-conf = ${custom:prefix}/etc/zope.conf
2051 """)
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002052 >>> parser['buildout']['find-links']
2053 '\n/home/ambv/zope9/downloads/dist'
2054 >>> parser['instance']['zope-conf']
2055 '/usr/local/etc/zope.conf'
2056 >>> instance = parser['instance']
2057 >>> instance['zope-conf']
2058 '/usr/local/etc/zope.conf'
2059 >>> instance['zope9-location']
2060 '/opt/zope'
2061
2062A number of smaller features were also introduced, like support for specifying
Raymond Hettinger04129742010-12-18 10:57:50 +00002063encoding in read operations, specifying fallback values for get-functions, or
2064reading directly from dictionaries and strings.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002065
2066(All changes contributed by Łukasz Langa.)
2067
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002068urllib.parse
2069------------
2070
2071A number of usability improvements were made for the :mod:`urllib.parse` module.
2072
2073The :func:`~urllib.parse.urlparse` function now supports `IPv6
2074<http://en.wikipedia.org/wiki/IPv6>`_ addresses as described in :rfc:`2732`:
2075
2076 >>> import urllib.parse
2077 >>> urllib.parse.urlparse('http://[dead:beef:cafe:5417:affe:8FA3:deaf:feed]/foo/')
2078 ParseResult(scheme='http',
2079 netloc='[dead:beef:cafe:5417:affe:8FA3:deaf:feed]',
2080 path='/foo/',
2081 params='',
2082 query='',
2083 fragment='')
2084
2085The :func:`~urllib.parse.urldefrag` function now returns a :term:`named tuple`::
2086
2087 >>> r = urllib.parse.urldefrag('http://python.org/about/#target')
2088 >>> r
2089 DefragResult(url='http://python.org/about/', fragment='target')
2090 >>> r[0]
2091 'http://python.org/about/
2092 >>> r.fragment
2093 'target'
2094
2095And, the :func:`~urllib.parse.urlencode` function is now much more flexible,
2096accepting either a string or bytes type for the *query* argument. If it is a
2097string, then the *safe*, *encoding*, and *error* parameters are sent to
2098:func:`~urllib.parse.quote_plus` for encoding::
2099
2100 >>> urllib.parse.urlencode([
2101 ('type', 'telenovela'),
2102 ('name', '¿Dónde Está Elisa?')],
2103 encoding='latin-1')
2104 'type=telenovela&name=%BFD%F3nde+Est%E1+Elisa%3F'
2105
Georg Brandl009a6bd2011-01-24 19:59:08 +00002106As detailed in :ref:`parsing-ascii-encoded-bytes`, all the :mod:`urllib.parse`
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002107functions now accept ASCII-encoded byte strings as input, so long as they are
2108not mixed with regular strings. If ASCII-encoded byte strings are given as
2109parameters, the return types will also be an ASCII-encoded byte strings:
2110
2111 >>> urllib.parse.urlparse(b'http://www.python.org:80/about/')
2112 ParseResultBytes(scheme=b'http', netloc=b'www.python.org:80',
2113 path=b'/about/', params=b'', query=b'', fragment=b'')
2114
2115(Work by Nick Coghlan, Dan Mahn, and Senthil Kumaran in :issue:`2987`,
2116:issue:`5468`, and :issue:`9873`.)
2117
Raymond Hettinger2f707c92011-01-25 06:58:01 +00002118turtledemo
2119----------
2120
2121The demonstration code for the :mod:`turtle` module was moved from the *Demo*
2122directory to main library. It includes over a dozen sample scripts with
2123lively displays. Being on :attr:`sys.path`, it can now be run directly
2124from the command-line::
2125
2126 $ python -m turtledemo
2127
Raymond Hettinger712d2b42011-01-27 06:46:54 +00002128(Moved from the Demo directory by Alexander Belopolsky in :issue:`10199`.)
Raymond Hettinger3df46212011-01-06 02:01:26 +00002129
Antoine Pitroud42bc512009-11-10 23:18:31 +00002130Multi-threading
2131===============
2132
Georg Brandlda0a2112010-09-05 11:28:33 +00002133* The mechanism for serializing execution of concurrently running Python threads
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002134 (generally known as the :term:`GIL` or :term:`Global Interpreter Lock`) has
2135 been rewritten. Among the objectives were more predictable switching
2136 intervals and reduced overhead due to lock contention and the number of
2137 ensuing system calls. The notion of a "check interval" to allow thread
2138 switches has been abandoned and replaced by an absolute duration expressed in
2139 seconds. This parameter is tunable through :func:`sys.setswitchinterval()`.
2140 It currently defaults to 5 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +00002141
2142 Additional details about the implementation can be read from a `python-dev
2143 mailing-list message
2144 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +00002145 (however, "priority requests" as exposed in this message have not been kept
2146 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +00002147
Georg Brandl5e73a812010-04-22 07:02:51 +00002148 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +00002149
Georg Brandlda0a2112010-09-05 11:28:33 +00002150* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002151 :meth:`~threading.Lock.acquire` method. (Contributed by Antoine Pitrou;
2152 :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00002153
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002154* Similarly, :meth:`threading.Semaphore.acquire` also gained a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +00002155 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +00002156
Antoine Pitrou810023d2010-12-15 22:59:16 +00002157* Regular and recursive lock acquisitions can now be interrupted by signals on
Raymond Hettingerc136b042011-01-18 07:15:39 +00002158 platforms using Pthreads. This means that Python programs that deadlock while
Antoine Pitrou810023d2010-12-15 22:59:16 +00002159 acquiring locks can be successfully killed by repeatedly sending SIGINT to the
Georg Brandleebb2522010-12-18 12:01:15 +00002160 process (by pressing :kbd:`Ctrl+C` in most shells).
Antoine Pitrou810023d2010-12-15 22:59:16 +00002161 (Contributed by Reid Kleckner; :issue:`8844`.)
2162
Antoine Pitroud42bc512009-11-10 23:18:31 +00002163
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002164Optimizations
2165=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002166
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002167A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002168
Antoine Pitroud3052002010-09-15 15:09:40 +00002169* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002170 being a test for membership in a set of constants. The optimizer recasts the
2171 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
2172
2173 Now that the speed penalty is gone, it is practical to start writing
2174 membership tests using set-notation. This style is both semantically clear
2175 and operationally fast::
2176
2177 extension = name.rpartition('.')[2]
2178 if extension in {'xml', 'html', 'xhtml', 'css'}:
2179 handle(name)
2180
Raymond Hettingerc136b042011-01-18 07:15:39 +00002181 (Patch and additional tests contributed by Dave Malcolm; :issue:`6690`).
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002182
Antoine Pitroud3052002010-09-15 15:09:40 +00002183* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002184 several times faster.
2185
2186 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00002187 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00002188
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002189* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
Raymond Hettingerffad35e2010-12-14 21:12:03 +00002190 :meth:`list.sort` and :func:`sorted` now runs faster and uses less memory
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002191 when called with a :term:`key function`. Previously, every element of
2192 a list was wrapped with a temporary object that remembered the key value
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002193 associated with each element. Now, two arrays of keys and values are
Raymond Hettingerc136b042011-01-18 07:15:39 +00002194 sorted in parallel. This saves the memory consumed by the sort wrappers,
2195 and it saves time lost to delegating comparisons.
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002196
Raymond Hettingereb70b902011-01-10 21:26:49 +00002197 (Patch by Daniel Stutzbach in :issue:`9915`.)
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002198
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002199* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00002200 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002201 now uses the C speedups when the ``sort_keys`` argument is true.
2202
2203 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
2204 Antoine Pitrou in :issue:`10314`.)
2205
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002206* Recursive locks (created with the :func:`threading.RLock` API) now benefit
2207 from a C implementation which makes them as fast as regular locks, and between
2208 10x and 15x faster than their previous pure Python implementation.
2209
2210 (Contributed by Antoine Pitrou; :issue:`3001`.)
2211
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002212* The fast-search algorithm in stringlib is now used by the :meth:`split`,
2213 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
2214 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
2215 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
2216 :meth:`rpartition`.
2217
2218 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
2219
Raymond Hettinger480ed782010-12-15 22:07:15 +00002220
2221* String to integer conversions now work two "digits" at a time, reducing the
2222 number of division and modulo operations.
2223
2224 (:issue:`6713` by Gawain Bolton, Mark Dickinson, and Victor Stinner.)
2225
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002226There were several other minor optimizations. Set differencing now runs faster
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002227when one operand is much larger than the other (patch by Andress Bennetts in
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002228:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
2229(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
2230has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002231multi-argument form of :func:`operator.attrgetter` function now runs slightly
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002232faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
2233multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
2234
Antoine Pitroud3052002010-09-15 15:09:40 +00002235
Victor Stinner47ce9652010-10-29 00:57:35 +00002236Unicode
2237=======
Victor Stinner94908bb2010-08-18 21:23:25 +00002238
Raymond Hettinger2270d582011-01-20 09:04:39 +00002239Python has been updated to `Unicode 6.0.0
2240<http://unicode.org/versions/Unicode6.0.0/>`_. The update to the standard adds
2241over 2,000 new characters including `emoji <http://en.wikipedia.org/wiki/Emoji>`_
2242symbols which are important for mobile phones.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002243
Raymond Hettinger2270d582011-01-20 09:04:39 +00002244In addition, the updated standard has altered the character properties for two
2245Kannada characters (U+0CF1, U+0CF2) and one New Tai Lue numeric character
2246(U+19DA), making the former eligible for use in identifiers while disqualifying
2247the latter. For more information, see `Unicode Character Database Changes
2248<http://www.unicode.org/versions/Unicode6.0.0/#Database_Changes>`_.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002249
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002250
Raymond Hettinger2270d582011-01-20 09:04:39 +00002251Codecs
2252======
Raymond Hettingerc74d5182010-12-02 01:38:25 +00002253
Raymond Hettinger2270d582011-01-20 09:04:39 +00002254Support was added for *cp720* Arabic DOS encoding (:issue:`1616979`).
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00002255
Raymond Hettinger2270d582011-01-20 09:04:39 +00002256MBCS encoding no longer ignores the error handler argument. In the default
2257strict mode, it raises an :exc:`UnicodeDecodeError` when it encounters an
2258undecodable byte sequence and an :exc:`UnicodeEncodeError` for an unencodable
2259character.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002260
Raymond Hettinger2270d582011-01-20 09:04:39 +00002261The MBCS codec supports ``'strict'`` and ``'ignore'`` error handlers for
2262decoding, and ``'strict'`` and ``'replace'`` for encoding.
Victor Stinnere8d51452010-08-19 01:05:19 +00002263
Raymond Hettinger2270d582011-01-20 09:04:39 +00002264To emulate Python3.1 MBCS encoding, select the ``'ignore'`` handler for decoding
2265and the ``'replace'`` handler for encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00002266
Raymond Hettinger2e042d32011-01-21 09:18:19 +00002267On Mac OS X, Python decodes command line arguments with ``'utf-8'`` rather than
Raymond Hettinger2270d582011-01-20 09:04:39 +00002268the locale encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00002269
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002270By default, :mod:`tarfile` uses ``'utf-8'`` encoding on Windows (instead of
2271``'mbcs'``) and the ``'surrogateescape'`` error handler on all operating
2272systems.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002273
Victor Stinner94908bb2010-08-18 21:23:25 +00002274
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002275Documentation
2276=============
2277
2278The documentation continues to be improved.
2279
Raymond Hettinger08d42932011-01-29 08:51:57 +00002280* A table of quick links has been added to the top of lengthy sections such as
2281 :ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
2282 accompanied by tables of cheatsheet-style summaries to provide an overview and
2283 memory jog without having to read all of the docs.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002284
Raymond Hettinger08d42932011-01-29 08:51:57 +00002285* In some cases, the pure Python source code can be a helpful adjunct to the
2286 documentation, so now many modules now feature quick links to the latest
2287 version of the source code. For example, the :mod:`functools` module
2288 documentation has a quick link at the top labeled:
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002289
Raymond Hettinger08d42932011-01-29 08:51:57 +00002290 **Source code** :source:`Lib/functools.py`.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002291
Raymond Hettinger08d42932011-01-29 08:51:57 +00002292 (Contributed by Raymond Hettinger; see
2293 `rationale <http://rhettinger.wordpress.com/2011/01/28/open-your-source-more/>`_.)
Raymond Hettinger677e10a2010-12-07 06:45:30 +00002294
Raymond Hettinger08d42932011-01-29 08:51:57 +00002295* The docs now contain more examples and recipes. In particular, :mod:`re`
2296 module has an extensive section, :ref:`re-examples`. Likewise, the
2297 :mod:`itertools` module continues to be updated with new
2298 :ref:`itertools-recipes`.
2299
2300* The :mod:`datetime` module now has an auxiliary implementation in pure Python.
2301 No functionality was changed. This just provides an easier-to-read alternate
2302 implementation.
2303
2304 (Contributed by Alexander Belopolsky in :issue:`9528`.)
2305
2306* The unmaintained :file:`Demo` directory has been removed. Some demos were
2307 integrated into the documentation, some were moved to the :file:`Tools/demo`
2308 directory, and others were removed altogether.
2309
2310 (Contributed by Georg Brandl in :issue:`7962`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002311
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002312
2313IDLE
2314====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002315
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002316* The format menu now has an option to clean source files by stripping
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002317 trailing whitespace.
2318
2319 (Contributed by Raymond Hettinger; :issue:`5150`.)
2320
2321* IDLE on Mac OS X now works with both Carbon AquaTk and Cocoa AquaTk.
2322
2323 (Contributed by Kevin Walzer, Ned Deily, and Ronald Oussoren; :issue:`6075`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002324
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002325Code Repository
2326===============
2327
2328In addition to the existing Subversion code repository at http://svn.python.org
2329there is now a `Mercurial <http://mercurial.selenic.com/>`_ repository at
2330http://hg.python.org/ .
2331
2332After the 3.2 release, there are plans to switch to Mercurial as the primary
2333repository. This distributed version control system should make it easier for
2334members of the community to create and share external changesets. See
2335:pep:`385` for details.
2336
2337To learn to use the new version control system, see the `tutorial by Joel
Raymond Hettinger2f707c92011-01-25 06:58:01 +00002338Spolsky <http://hginit.com>`_ or the `Guide to Mercurial Workflows
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002339<http://mercurial.selenic.com/guide/>`_.
2340
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002341
2342Build and C API Changes
2343=======================
2344
2345Changes to Python's build process and to the C API include:
2346
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002347* The *idle*, *pydoc* and *2to3* scripts are now installed with a
2348 version-specific suffix on ``make altinstall`` (:issue:`10679`).
2349
Georg Brandlda0a2112010-09-05 11:28:33 +00002350* The C functions that access the Unicode Database now accept and return
2351 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002352 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00002353 in Python is that :func:`unicodedata.numeric` now returns the correct value
2354 for large code points, and :func:`repr` may consider more characters as
2355 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002356
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002357 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
2358
Georg Brandlda0a2112010-09-05 11:28:33 +00002359* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00002360 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00002361 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002362
Georg Brandlda0a2112010-09-05 11:28:33 +00002363 (Contributed by Antoine Pitrou; :issue:`9203`.)
2364
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00002365* The option ``--with-wctype-functions`` was removed. The built-in unicode
2366 database is now used for all functions.
2367
2368 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
2369
Raymond Hettinger480ed782010-12-15 22:07:15 +00002370* Hash values are now values of a new type, :c:type:`Py_hash_t`, which is
2371 defined to be the same size as a pointer. Previously they were of type long,
2372 which on some 64-bit operating systems is still only 32 bits long. As a
2373 result of this fix, :class:`set` and :class:`dict` can now hold more than
2374 ``2**32`` entries on builds with 64-bit pointers (previously, they could grow
2375 to that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00002376
Raymond Hettinger480ed782010-12-15 22:07:15 +00002377 (Suggested by Raymond Hettinger and implemented by Benjamin Peterson;
2378 :issue:`9778`.)
2379
2380* A new macro :c:macro:`Py_VA_COPY` copies the state of the variable argument
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002381 list. It is equivalent to C99 *va_copy* but available on all Python platforms
Raymond Hettinger480ed782010-12-15 22:07:15 +00002382 (:issue:`2443`).
2383
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002384* A new C API function :c:func:`PySys_SetArgvEx` allows an embedded interpreter
2385 to set :attr:`sys.argv` without also modifying :attr:`sys.path`
Raymond Hettinger480ed782010-12-15 22:07:15 +00002386 (:issue:`5753`).
2387
2388* :c:macro:`PyEval_CallObject` is now only available in macro form. The
2389 function declaration, which was kept for backwards compatibility reasons, is
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002390 now removed -- the macro was introduced in 1997 (:issue:`8276`).
Raymond Hettinger480ed782010-12-15 22:07:15 +00002391
2392* The is a new function :c:func:`PyLong_AsLongLongAndOverflow` which
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002393 is analogous to :c:func:`PyLong_AsLongAndOverflow`. They both serve to
Raymond Hettinger480ed782010-12-15 22:07:15 +00002394 convert Python :class:`int` into a native fixed-width type while providing
2395 detection of cases where the conversion won't fit (:issue:`7767`).
2396
2397* The :c:func:`PyUnicode_CompareWithASCIIString` now returns *not equal*
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002398 if the Python string is *NUL* terminated.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002399
2400* There is a new function :c:func:`PyErr_NewExceptionWithDoc` that is
2401 like :c:func:`PyErr_NewException` but allows a docstring to be specified.
2402 This lets C exceptions have the same self-documenting capabilities as
2403 their pure Python counterparts (:issue:`7033`).
2404
2405* When compiled with the ``--with-valgrind`` option, the pymalloc
2406 allocator will be automatically disabled when running under Valgrind. This
2407 gives improved memory leak detection when running under Valgrind, while taking
2408 advantage of pymalloc at other times (:issue:`2422`).
2409
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002410* Removed the ``O?`` format from the *PyArg_Parse* functions. The format is no
Raymond Hettinger480ed782010-12-15 22:07:15 +00002411 longer used and it had never been documented (:issue:`8837`).
2412
2413There were a number of other small changes to the C-API. See the
2414:file:`Misc/NEWS` file for a complete list.
Skip Montanaro961aaf52010-10-17 22:22:24 +00002415
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002416
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00002417Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002418=====================
2419
Georg Brandlda0a2112010-09-05 11:28:33 +00002420This section lists previously described changes and other bugfixes that may
2421require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002422
Raymond Hettingerd73be672010-12-18 10:48:26 +00002423* The :mod:`configparser` module has a number of clean-ups. The major change is
2424 to replace the old :class:`ConfigParser` class with long-standing preferred
2425 alternative :class:`SafeConfigParser`. In addition there are a number of
Raymond Hettingerc8a16862011-01-18 09:01:34 +00002426 smaller incompatibilities:
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002427
Raymond Hettingerd73be672010-12-18 10:48:26 +00002428 * The interpolation syntax is now validated on
2429 :meth:`~configparser.ConfigParser.get` and
2430 :meth:`~configparser.ConfigParser.set` operations. In the default
2431 interpolation scheme, only two tokens with percent signs are valid: ``%(name)s``
2432 and ``%%``, the latter being an escaped percent sign.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002433
Raymond Hettingerd73be672010-12-18 10:48:26 +00002434 * The :meth:`~configparser.ConfigParser.set` and
2435 :meth:`~configparser.ConfigParser.add_section` methods now verify that
2436 values are actual strings. Formerly, unsupported types could be introduced
2437 unintentionally.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002438
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002439 * Duplicate sections or options from a single source now raise either
Raymond Hettingerd73be672010-12-18 10:48:26 +00002440 :exc:`~configparser.DuplicateSectionError` or
2441 :exc:`~configparser.DuplicateOptionError`. Formerly, duplicates would
2442 silently overwrite a previous entry.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002443
Raymond Hettingerd73be672010-12-18 10:48:26 +00002444 * Inline comments are now disabled by default so now the **;** character
2445 can be safely used in values.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002446
Raymond Hettingerd73be672010-12-18 10:48:26 +00002447 * Comments now can be indented. Consequently, for **;** or **#** to appear at
2448 the start of a line in multiline values, it has to be interpolated. This
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002449 keeps comment prefix characters in values from being mistaken as comments.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002450
Raymond Hettingerd73be672010-12-18 10:48:26 +00002451 * ``""`` is now a valid value and is no longer automatically converted to an
2452 empty string. For empty strings, use ``"option ="`` in a line.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002453
Antoine Pitroucd889af2010-10-06 21:13:56 +00002454* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
2455 are often incompatible with the 3.1 APIs.
2456
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002457* :class:`bytearray` objects can no longer be used as filenames; instead,
2458 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00002459
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00002460* The :meth:`array.tostring` and :meth:`array.fromstring` have been renamed to
Raymond Hettinger50307b62011-01-24 01:18:30 +00002461 :meth:`array.tobytes` and :meth:`array.frombytes` for clarity. The old names
2462 have been deprecated. (See :issue:`8990`.)
2463
Raymond Hettinger51e21072011-01-10 23:38:15 +00002464* ``PyArg_Parse*()`` functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00002465
Victor Stinner25e8ec42010-06-25 00:02:38 +00002466 * "t#" format has been removed: use "s#" or "s*" instead
2467 * "w" and "w#" formats has been removed: use "w*" instead
2468
Georg Brandl60203b42010-10-06 10:11:56 +00002469* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
2470 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00002471 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00002472 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00002473
Raymond Hettingere0a96002010-12-15 17:54:13 +00002474* The :func:`sys.setfilesystemencoding` function was removed because
2475 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00002476
Raymond Hettingere0a96002010-12-15 17:54:13 +00002477* The :func:`random.seed` function and method now salt string seeds with an
2478 sha512 hash function. To access the previous version of *seed* in order to
2479 reproduce Python 3.1 sequences, set the *version* argument to *1*,
2480 ``random.seed(s, version=1)``.
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002481
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002482* The previously deprecated :func:`string.maketrans` function has been removed
Raymond Hettinger51e21072011-01-10 23:38:15 +00002483 in favor of the static methods :meth:`bytes.maketrans` and
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002484 :meth:`bytearray.maketrans`. This change solves the confusion around which
2485 types were supported by the :mod:`string` module. Now, :class:`str`,
2486 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
2487 **translate** methods with intermediate translation tables of the appropriate
2488 type.
2489
2490 (Contributed by Georg Brandl; :issue:`5675`.)
2491
2492* The previously deprecated :func:`contextlib.nested` function has been removed
2493 in favor of a plain :keyword:`with` statement which can accept multiple
2494 context managers. The latter technique is faster (because it is built-in),
2495 and it does a better job finalizing multiple context managers when one of them
2496 raises an exception::
2497
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002498 with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
2499 for line in infile:
2500 if '<critical>' in line:
2501 outfile.write(line)
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002502
2503 (Contributed by Georg Brandl and Mattias Brändström;
2504 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)
Victor Stinnerda9ec992010-12-28 13:26:42 +00002505
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002506* :func:`struct.pack` now only allows bytes for the ``s`` string pack code.
2507 Formerly, it would accept text arguments and implicitly encode them to bytes
2508 using UTF-8. This was problematic because it made assumptions about the
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002509 correct encoding and because a variable-length encoding can fail when writing
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002510 to fixed length segment of a structure.
Victor Stinnerda9ec992010-12-28 13:26:42 +00002511
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002512 Code such as ``struct.pack('<6sHHBBB', 'GIF87a', x, y)`` should be rewritten
2513 with to use bytes instead of text, ``struct.pack('<6sHHBBB', b'GIF87a', x, y)``.
2514
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002515 (Discovered by David Beazley and fixed by Victor Stinner; :issue:`10783`.)
Raymond Hettingere40808a2011-01-05 23:00:00 +00002516
2517* The :class:`xml.etree.ElementTree` class now raises an
2518 :exc:`xml.etree.ElementTree.ParseError` when a parse fails. Previously it
2519 raised a :exc:`xml.parsers.expat.ExpatError`.
2520
2521* The new, longer :func:`str` value on floats may break doctests which rely on
2522 the old output format.
Antoine Pitroubcba4342011-01-16 18:29:34 +00002523
2524* In :class:`subprocess.Popen`, the default value for *close_fds* is now
2525 ``True`` under Unix; under Windows, it is ``True`` if the three standard
2526 streams are set to ``None``, ``False`` otherwise. Previously, *close_fds*
2527 was always ``False`` by default, which produced difficult to solve bugs
2528 or race conditions when open file descriptors would leak into the child
2529 process.
2530
Antoine Pitrouf7fb7622011-01-16 18:34:09 +00002531* Support for legacy HTTP 0.9 has been removed from :mod:`urllib.request`
2532 and :mod:`http.client`. Such support is still present on the server side
2533 (in :mod:`http.server`).
2534
2535 (Contributed by Antoine Pitrou, :issue:`10711`.)
2536
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00002537* SSL sockets in timeout mode now raise :exc:`socket.timeout` when a timeout
2538 occurs, rather than a generic :exc:`~ssl.SSLError`.
2539
2540 (Contributed by Antoine Pitrou, :issue:`10272`.)
Antoine Pitrouebeb9032011-01-16 18:45:17 +00002541
2542* The misleading functions :c:func:`PyEval_AcquireLock()` and
2543 :c:func:`PyEval_ReleaseLock()` have been officially deprecated. The
2544 thread-state aware APIs (such as :c:func:`PyEval_SaveThread()`
2545 and :c:func:`PyEval_RestoreThread()`) should be used instead.
Raymond Hettinger50307b62011-01-24 01:18:30 +00002546
2547* Due to security risks, :func:`asyncore.handle_accept` has been deprecated, and
2548 a new functions, :func:`asyncore.handle_accepted` was added to replace it.
2549
2550 (Contributed by Giampaolo Rodola in :issue:`6706`.)