blob: f101b90094fd6a74bcc8ee2c1ad5240e93ec0d9d [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 Hettinger9c2fc472011-01-31 06:14:48 +000091This module has already had 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(
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000103 description = 'Manage servers', # main description for help
104 epilog = 'Tested on Solaris and Linux') # displayed after help
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000105 parser.add_argument('action', # argument name
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000106 choices = ['deploy', 'start', 'stop'], # three allowed values
107 help = 'action on each target') # help msg
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000108 parser.add_argument('targets',
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000109 metavar = 'HOSTNAME', # var name used in help msg
110 nargs = '+', # require one or more targets
111 help = 'url for target machines') # help msg explanation
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000112 parser.add_argument('-u', '--user', # -u or --user option
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000113 required = True, # make it a required argument
114 help = 'login as user')
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000115
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
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000331 invocation of *compileall* has new command-line options: ``-i`` for
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000332 specifying a list of files and directories to compile and ``-b`` which causes
Raymond Hettinger50307b62011-01-24 01:18:30 +0000333 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
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000337 classes <abstract base class>` for loading bytecode files. The obsolete
Raymond Hettinger66352d22011-01-17 22:33:11 +0000338 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
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000394environment dictionary and for response headers and statuses in the
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000395: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`,
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000450 :class:`~configparser.ConfigParser`, or :mod:`dbm`. It is also useful with
Raymond Hettinger08d42932011-01-29 08:51:57 +0000451 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 Hettinger62399742011-01-30 00:55:47 +00001009(Contributed by Alexander Belopolsky and Victor Stinner in :issue:`1289118`,
1010:issue:`5094`, :issue:`6641`, :issue:`2706`, :issue:`1777412`, :issue:`8013`,
1011and :issue:`10827`.)
1012
1013.. XXX http://bugs.python.org/issue?%40search_text=datetime&%40sort=-activity
Alexander Belopolskybd96b062011-01-10 21:55:34 +00001014
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001015math
1016----
1017
Raymond Hettinger902f3202011-01-25 08:01:01 +00001018The :mod:`math` module has been updated with six new functions inspired by the
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001019C99 standard.
1020
1021The :func:`~math.isfinite` function provides a reliable and fast way to detect
1022special values. It returns *True* for regular numbers and *False* for *Nan* or
1023*Infinity*:
1024
1025>>> [isfinite(x) for x in (123, 4.56, float('Nan'), float('Inf'))]
1026[True, True, False, False]
1027
1028The :func:`~math.expm1` function computes ``e**x-1`` for small values of *x*
1029without incuring the loss of precision that usually accompanies the subtraction
1030of nearly equal quantities:
1031
1032>>> expm1(0.013671875) # more accurate way to compute e**x-1 for a small x
10330.013765762467652909
1034
Raymond Hettingerf9b8a192011-01-25 05:53:27 +00001035The :func:`~math.erf` function computes a probability integral or `Gaussian
Raymond Hettinger2f707c92011-01-25 06:58:01 +00001036error function <http://en.wikipedia.org/wiki/Error_function>`_. The
1037complementary error function, :func:`~math.erfc`, is ``1 - erf(x)``:
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001038
1039>>> erf(1.0/sqrt(2.0)) # portion of normal distribution within 1 standard deviation
10400.682689492137086
Raymond Hettinger2f707c92011-01-25 06:58:01 +00001041>>> erfc(1.0/sqrt(2.0)) # portion of normal distribution outside 1 standard deviation
10420.31731050786291404
1043>>> erf(1.0/sqrt(2.0)) + erfc(1.0/sqrt(2.0))
10441.0
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001045
Raymond Hettinger2c639062011-01-25 02:38:59 +00001046The :func:`~math.gamma` function is a continuous extension of the factorial
1047function. See http://en.wikipedia.org/wiki/Gamma_function for details. Because
1048the function is related to factorials, it grows large even for small values of
1049*x*, so there is also a :func:`~math.lgamma` function for computing the natural
1050logarithm of the gamma function:
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001051
1052>>> gamma(7.0) # six factorial
1053720.0
1054>>> lgamma(801.0) # log(800 factorial)
10554551.950730698041
1056
1057(Contributed by Mark Dickinson.)
1058
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001059abc
1060---
Antoine Pitrou7d49bc92010-09-15 15:13:17 +00001061
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001062The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
1063:func:`~abc.abstractstaticmethod`.
Raymond Hettingera5a35542010-12-05 00:39:18 +00001064
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001065These tools make it possible to define an :term:`abstract base class` that
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001066requires a particular :func:`classmethod` or :func:`staticmethod` to be
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001067implemented::
1068
1069 class Temperature(metaclass=ABCMeta):
1070 @abc.abstractclassmethod
Raymond Hettingera80ab102011-01-24 18:19:01 +00001071 def from_fahrenheit(self, t):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001072 ...
1073 @abc.abstractclassmethod
Raymond Hettingera80ab102011-01-24 18:19:01 +00001074 def from_celsius(self, t):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001075 ...
Antoine Pitrou7d49bc92010-09-15 15:13:17 +00001076
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001077(Patch submitted by Daniel Urban; :issue:`5867`.)
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001078
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001079io
1080--
1081
1082The :class:`io.BytesIO` has a new method, :meth:`~io.BytesIO.getbuffer`, which
1083provides functionality similar to :func:`memoryview`. It creates an editable
1084view of the data without making a copy. The buffer's random access and support
1085for slice notation are well-suited to in-place editing::
1086
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001087 >>> REC_LEN, LOC_START, LOC_LEN = 34, 7, 11
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001088
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001089 >>> def change_location(buffer, record_number, location):
1090 start = record_number * REC_LEN + LOC_START
1091 buffer[start: start+LOC_LEN] = location
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001092
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001093 >>> import io
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001094
1095 >>> byte_stream = io.BytesIO(
1096 b'G3805 storeroom Main chassis '
1097 b'X7899 shipping Reserve cog '
1098 b'L6988 receiving Primary sprocket'
1099 )
1100 >>> buffer = byte_stream.getbuffer()
1101 >>> change_location(buffer, 1, b'warehouse ')
1102 >>> change_location(buffer, 0, b'showroom ')
1103 >>> print(byte_stream.getvalue())
1104 b'G3805 showroom Main chassis ' ->
1105 b'X7899 warehouse Reserve cog ' ->
1106 b'L6988 receiving Primary sprocket'
1107
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001108(Contributed by Antoine Pitrou in :issue:`5506`.)
1109
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001110reprlib
1111-------
1112
1113When writing a :meth:`__repr__` method for a custom container, it is easy to
1114forget to handle the case where a member refers back to the container itself.
1115Python's builtin objects such as :class:`list` and :class:`set` handle
1116self-reference by displaying "..." in the recursive part of the representation
1117string.
1118
1119To help write such :meth:`__repr__` methods, the :mod:`reprlib` module has a new
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001120decorator, :func:`~reprlib.recursive_repr`, for detecting recursive calls to
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001121:meth:`__repr__` and substituting a placeholder string instead::
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001122
1123 >>> class MyList(list):
1124 @recursive_repr()
1125 def __repr__(self):
1126 return '<' + '|'.join(map(repr, self)) + '>'
1127
1128 >>> m = MyList('abc')
1129 >>> m.append(m)
1130 >>> m.append('x')
1131 >>> print(m)
1132 <'a'|'b'|'c'|...|'x'>
1133
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001134(Contributed by Raymond Hettinger in :issue:`9826` and :issue:`9840`.)
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001135
Raymond Hettinger50307b62011-01-24 01:18:30 +00001136csv
1137---
1138
1139The :mod:`csv` module now supports a new dialect, :class:`~csv.unix_dialect`,
1140which applies quoting for all fields and a traditional Unix style with ``'\n'`` as
1141the line terminator. The registered dialect name is ``unix``.
1142
1143The :class:`csv.DictWriter` has a new method,
1144:meth:`~csv.DictWriter.writeheader` for writing-out an initial row to document
1145the field names::
1146
1147 >>> import csv, sys
1148 >>> w = csv.DictWriter(sys.stdout, ['name', 'dept'], dialect='unix')
1149 >>> w.writeheader()
1150 "name","dept"
1151 >>> w.writerows([
1152 {'name': 'tom', 'dept': 'accounting'},
1153 {'name': 'susan', 'dept': 'Salesl'}])
1154 "tom","accounting"
1155 "susan","sales"
1156
1157(New dialect suggested by Jay Talbot in :issue:`5975`, and the new method
1158suggested by Ed Abraham in :issue:`1537721`.)
1159
Raymond Hettinger480ed782010-12-15 22:07:15 +00001160contextlib
1161----------
1162
1163There is a new and slightly mind-blowing tool
1164:class:`~contextlib.ContextDecorator` that is helpful for creating a
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001165:term:`context manager` that does double duty as a function decorator.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001166
1167As a convenience, this new functionality is used by
1168:func:`~contextlib.contextmanager` so that no extra effort is needed to support
1169both roles.
1170
1171The basic idea is that both context managers and function decorators can be used
1172for pre-action and post-action wrappers. Context managers wrap a group of
Raymond Hettingerc136b042011-01-18 07:15:39 +00001173statements using a :keyword:`with` statement, and function decorators wrap a
Raymond Hettinger480ed782010-12-15 22:07:15 +00001174group of statements enclosed in a function. So, occasionally there is a need to
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001175write a pre-action or post-action wrapper that can be used in either role.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001176
1177For example, it is sometimes useful to wrap functions or groups of statements
1178with a logger that can track the time of entry and time of exit. Rather than
1179writing both a function decorator and a context manager for the task, the
1180:func:`~contextlib.contextmanager` provides both capabilities in a single
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001181definition::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001182
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001183 from contextlib import contextmanager
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001184 import logging
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001185
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001186 logging.basicConfig(level=logging.INFO)
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001187
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001188 @contextmanager
1189 def track_entry_and_exit(name):
1190 logging.info('Entering: {}'.format(name))
1191 yield
1192 logging.info('Exiting: {}'.format(name))
Raymond Hettinger480ed782010-12-15 22:07:15 +00001193
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001194Formerly, this would have only been usable as a context manager::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001195
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001196 with track_entry_and_exit('widget loader'):
1197 print('Some time consuming activity goes here')
1198 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001199
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001200Now, it can be used as a decorator as well::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001201
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001202 @track_entry_and_exit('widget loader')
1203 def activity():
1204 print('Some time consuming activity goes here')
1205 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001206
1207Trying to fulfill two roles at once places some limitations on the technique.
1208Context managers normally have the flexibility to return an argument usable by
Raymond Hettingerc136b042011-01-18 07:15:39 +00001209a :keyword:`with` statement, but there is no parallel for function decorators.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001210
Raymond Hettinger9743e4f2010-12-16 02:24:12 +00001211In the above example, there is not a clean way for the *track_entry_and_exit*
Raymond Hettinger388af4b2011-01-06 20:55:29 +00001212context manager to return a logging instance for use in the body of enclosed
1213statements.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001214
1215(Contributed by Michael Foord in :issue:`9110`.)
1216
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001217decimal and fractions
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001218---------------------
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001219
1220Mark Dickinson crafted an elegant and efficient scheme for assuring that
1221different numeric datatypes will have the same hash value whenever their actual
1222values are equal (:issue:`8188`)::
1223
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001224 assert hash(Fraction(3, 2)) == hash(1.5) == \
1225 hash(Decimal("1.5")) == hash(complex(1.5, 0))
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001226
Raymond Hettingere7dfe742011-01-24 09:17:24 +00001227Some of the hashing details are exposed through a new attribute,
1228:attr:`sys.hash_info`, which describes the bit width of the hash value, the
1229prime modulus, the hash values for *infinity* and *nan*, and the multiplier
1230used for the imaginary part of a number:
1231
1232>>> sys.hash_info
1233sys.hash_info(width=64, modulus=2305843009213693951, inf=314159, nan=0, imag=1000003)
1234
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001235An early decision to limit the inter-operability of various numeric types has
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001236been relaxed. It is still unsupported (and ill-advised) to have implicit
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001237mixing in arithmetic expressions such as ``Decimal('1.1') + float('1.1')``
1238because the latter loses information in the process of constructing the binary
1239float. However, since existing floating point value can be converted losslessly
1240to either a decimal or rational representation, it makes sense to add them to
1241the constructor and to support mixed-type comparisons.
1242
Raymond Hettingerbb9686f2010-12-16 00:53:05 +00001243* The :class:`decimal.Decimal` constructor now accepts :class:`float` objects
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001244 directly so there in no longer a need to use the :meth:`~decimal.Decimal.from_float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001245 method (:issue:`8257`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001246
1247* Mixed type comparisons are now fully supported so that
1248 :class:`~decimal.Decimal` objects can be directly compared with :class:`float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001249 and :class:`fractions.Fraction` (:issue:`2531` and :issue:`8188`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001250
1251Similar changes were made to :class:`fractions.Fraction` so that the
1252:meth:`~fractions.Fraction.from_float()` and :meth:`~fractions.Fraction.from_decimal`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001253methods are no longer needed (:issue:`8294`):
1254
1255>>> Decimal(1.1)
1256Decimal('1.100000000000000088817841970012523233890533447265625')
1257>>> Fraction(1.1)
1258Fraction(2476979795053773, 2251799813685248)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001259
1260Another useful change for the :mod:`decimal` module is that the
1261:attr:`Context.clamp` attribute is now public. This is useful in creating
1262contexts that correspond to the decimal interchange formats specified in IEEE
1263754 (see :issue:`8540`).
1264
Raymond Hettinger6046e222010-12-16 00:21:08 +00001265(Contributed by Mark Dickinson and Raymond Hettinger.)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001266
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001267ftp
1268---
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001269
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001270The :class:`ftplib.FTP` class now supports the context manager protocol to
1271unconditionally consume :exc:`socket.error` exceptions and to close the FTP
1272connection when done::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +00001273
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001274 >>> from ftplib import FTP
1275 >>> with FTP("ftp1.at.proftpd.org") as ftp:
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001276 ftp.login()
1277 ftp.dir()
1278
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001279 '230 Anonymous login ok, restrictions apply.'
1280 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
1281 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
1282 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
1283 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Georg Brandlda0a2112010-09-05 11:28:33 +00001284
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001285Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
1286also grew auto-closing context managers::
1287
1288 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
1289 for line in f:
1290 process(line)
1291
1292(Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
1293by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +00001294
Antoine Pitroubcba4342011-01-16 18:29:34 +00001295The :class:`~ftplib.FTP_TLS` class now accepts a *context* parameter, which is a
1296:class:`ssl.SSLContext` object allowing bundling SSL configuration options,
Raymond Hettinger4854d142011-01-17 21:29:58 +00001297certificates and private keys into a single (potentially long-lived) structure.
Antoine Pitroubcba4342011-01-16 18:29:34 +00001298
1299(Contributed by Giampaolo Rodolà; :issue:`8806`.)
1300
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001301popen
1302-----
1303
1304The :func:`os.popen` and :func:`subprocess.Popen` functions now support
Raymond Hettingerc136b042011-01-18 07:15:39 +00001305:keyword:`with` statements for auto-closing of the file descriptors.
Georg Brandl3ad46752010-12-05 07:59:29 +00001306
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001307(Contributed by Antoine Pitrou in :issue:`7461`.)
1308
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001309select
1310------
1311
1312The :mod:`select` module now exposes a new, constant attribute,
Antoine Pitroucfad97b2011-01-25 17:24:57 +00001313:attr:`~select.PIPE_BUF`, which gives the minimum number of bytes which are
1314guaranteed not to block when :func:`select.select` says a pipe is ready
1315for writing.
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001316
1317>>> import select
1318>>> select.PIPE_BUF
1319512
1320
Giampaolo Rodolàac039ae2011-01-29 13:24:33 +00001321(Available on Unix systems. Patch by Sébastien Sablé in :issue:`9862`)
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001322
Raymond Hettinger6046e222010-12-16 00:21:08 +00001323gzip and zipfile
1324----------------
Antoine Pitroucd889af2010-10-06 21:13:56 +00001325
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001326:class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
1327:term:`abstract base class` (except for ``truncate()``). It also has a
1328:meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
1329zero-padded file objects.
Raymond Hettingera0266332010-12-07 08:52:41 +00001330
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001331The :mod:`gzip` module also gains the :func:`~gzip.compress` and
1332:func:`~gzip.decompress` functions for easier in-memory compression and
Raymond Hettinger51e21072011-01-10 23:38:15 +00001333decompression. Keep in mind that text needs to be encoded as :class:`bytes`
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001334before compressing and decompressing:
Raymond Hettingera0266332010-12-07 08:52:41 +00001335
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001336>>> s = 'Three shall be the number thou shalt count, '
1337>>> s += 'and the number of the counting shall be three'
1338>>> b = s.encode() # convert to utf-8
1339>>> len(b)
134089
1341>>> c = gzip.compress(b)
1342>>> len(c)
134377
1344>>> gzip.decompress(c).decode()[:42] # decompress and convert to text
1345'Three shall be the number thou shalt count,'
Antoine Pitroucd889af2010-10-06 21:13:56 +00001346
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001347(Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
1348Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
1349:issue:`2846`.)
1350
Raymond Hettinger6046e222010-12-16 00:21:08 +00001351Also, the :class:`zipfile.ZipExtFile` class was reworked internally to represent
1352files stored inside an archive. The new implementation is significantly faster
1353and can be wrapped in a :class:`io.BufferedReader` object for more speedups. It
1354also solves an issue where interleaved calls to *read* and *readline* gave the
1355wrong results.
1356
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001357(Patch submitted by Nir Aides in :issue:`7610`.)
Raymond Hettinger6046e222010-12-16 00:21:08 +00001358
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001359tarfile
1360-------
1361
1362The :class:`~tarfile.TarFile` class can now be used as a content manager. In
1363addition, its :meth:`~tarfile.TarFile.add` method has a new option, *filter*,
1364that controls which files are added to the archive and allows the file metadata
1365to be edited.
1366
1367The new *filter* option replaces the older, less flexible *exclude* parameter
1368which is now deprecated. If specified, the optional *filter* parameter needs to
1369be a :term:`keyword argument`. The user-supplied filter function accepts a
1370:class:`~tarfile.TarInfo` object and returns an updated
1371:class:`~tarfile.TarInfo` object, or if it wants the file to be excluded, the
1372function can return *None*::
1373
1374 >>> import tarfile, glob
1375
1376 >>> def myfilter(tarinfo):
1377 if tarinfo.isfile(): # only save real files
1378 tarinfo.uname = 'monty' # redact the user name
1379 return tarinfo
1380
Raymond Hettingere6f0abf2011-01-27 07:34:45 +00001381 >>> with tarfile.open(name='myarchive.tar.gz', mode='w:gz') as tf:
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001382 for filename in glob.glob('*.txt'):
1383 tf.add(filename, filter=myfilter)
1384 tf.list()
1385 -rw-r--r-- monty/501 902 2011-01-26 17:59:11 annotations.txt
1386 -rw-r--r-- monty/501 123 2011-01-26 17:59:11 general_questions.txt
1387 -rw-r--r-- monty/501 3514 2011-01-26 17:59:11 prion.txt
1388 -rw-r--r-- monty/501 124 2011-01-26 17:59:11 py_todo.txt
1389 -rw-r--r-- monty/501 1399 2011-01-26 17:59:11 semaphore_notes.txt
1390
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001391(Proposed by Tarek Ziadé and implemented by Lars Gustäbel in :issue:`6856`.)
1392
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001393hashlib
1394-------
1395
1396The :mod:`hashlib` module has two new constant attributes listing the hashing
1397algorithms guaranteed to be present in all implementations and those available
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001398on the current implementation::
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001399
1400 >>> import hashlib
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001401
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001402 >>> hashlib.algorithms_guaranteed
1403 {'sha1', 'sha224', 'sha384', 'sha256', 'sha512', 'md5'}
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001404
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001405 >>> hashlib.algorithms_available
1406 {'md2', 'SHA256', 'SHA512', 'dsaWithSHA', 'mdc2', 'SHA224', 'MD4', 'sha256',
1407 'sha512', 'ripemd160', 'SHA1', 'MDC2', 'SHA', 'SHA384', 'MD2',
1408 'ecdsa-with-SHA1','md4', 'md5', 'sha1', 'DSA-SHA', 'sha224',
1409 'dsaEncryption', 'DSA', 'RIPEMD160', 'sha', 'MD5', 'sha384'}
1410
1411(Suggested by Carl Chenet in :issue:`7418`.)
1412
Raymond Hettinger50307b62011-01-24 01:18:30 +00001413ast
1414---
1415
1416The :mod:`ast` module has a wonderful a general-purpose tool for safely
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00001417evaluating expression strings using the Python literal
Raymond Hettinger50307b62011-01-24 01:18:30 +00001418syntax. The :func:`ast.literal_eval` function serves as a secure alternative to
1419the builtin :func:`eval` function which is easily abused. Python 3.2 adds
1420:class:`bytes` and :class:`set` literals to the list of supported types:
1421strings, bytes, numbers, tuples, lists, dicts, sets, booleans, and None.
1422
1423::
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001424
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001425 >>> from ast import literal_request
Raymond Hettinger50307b62011-01-24 01:18:30 +00001426
1427 >>> request = "{'req': 3, 'func': 'pow', 'args': (2, 0.5)}"
1428 >>> literal_eval(request)
1429 {'args': (2, 0.5), 'req': 3, 'func': 'pow'}
1430
1431 >>> request = "os.system('do something harmful')"
1432 >>> literal_eval(request)
1433 Traceback (most recent call last):
1434 ...
1435 ValueError: malformed node or string: <_ast.Call object at 0x101739a10>
1436
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001437(Implemented by Georg Brandl.)
1438
Raymond Hettinger2270d582011-01-20 09:04:39 +00001439os
1440--
1441
1442Different operating systems use various encodings for filenames and environment
1443variables. The :mod:`os` module provides two new functions,
1444:func:`~os.fsencode` and :func:`~os.fsdecode`, for encoding and decoding
1445filenames:
1446
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001447>>> filename = 'Sehenswürdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001448>>> os.fsencode(filename)
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001449b'Sehensw\xc3\xbcrdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001450
1451Some operating systems allow direct access to the unencoded bytes in the
1452environment. If so, the :attr:`os.supports_bytes_environ` constant will be
1453true.
1454
1455For direct access to unencoded environment variables (if available),
1456use the new :func:`os.getenvb` function or use :data:`os.environb`
1457which is a bytes version of :data:`os.environ`.
1458
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001459(Contributed by Victor Stinner.)
Raymond Hettinger2270d582011-01-20 09:04:39 +00001460
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001461shutil
1462------
1463
1464The :func:`shutil.copytree` function has two new options:
Antoine Pitroud67075e2010-07-31 22:48:02 +00001465
Antoine Pitrou121a0552011-01-16 18:16:52 +00001466* *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
Raymond Hettingerc136b042011-01-18 07:15:39 +00001467 copies a file pointed to by a symlink, not the symlink itself. This option
1468 will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001469
Antoine Pitrou121a0552011-01-16 18:16:52 +00001470* *copy_function*: is a callable that will be used to copy files.
1471 :func:`shutil.copy2` is used by default.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001472
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001473(Contributed by Tarek Ziadé.)
Antoine Pitroud67075e2010-07-31 22:48:02 +00001474
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001475In addition, the :mod:`shutil` module now supports :ref:`archiving operations
1476<archiving-operations>` for zipfiles, uncompressed tarfiles, gzipped tarfiles,
1477and bzipped tarfiles. And there are functions for registering additional
1478archiving file formats (such as xz compressed tarfiles or custom formats).
1479
1480The principal functions are :func:`~shutil.make_archive` and
1481:func:`~shutil.unpack_archive`. By default, both operate on the current
1482directory (which can be set by :func:`os.chdir`) and on any sub-directories.
1483The archive filename needs to specified with a full pathname. The archiving
1484step is non-destructive (the original files are left unchanged).
1485
1486::
1487
1488 >>> import shutil, pprint
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001489
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001490 >>> os.chdir('mydata') # change to the source directory
1491 >>> f = make_archive('/var/backup/mydata', 'zip') # archive the current directory
1492 >>> f # show the name of archive
1493 '/var/backup/mydata.zip'
1494 >>> os.chdir('tmp') # change to an unpacking
1495 >>> shutil.unpack_archive('/var/backup/mydata.zip') # recover the data
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001496
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001497 >>> pprint.pprint(shutil.get_archive_formats()) # display known formats
1498 [('bztar', "bzip2'ed tar-file"),
1499 ('gztar', "gzip'ed tar-file"),
1500 ('tar', 'uncompressed tar file'),
1501 ('zip', 'ZIP file')]
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001502
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001503 >>> shutil.register_archive_format( # register a new archive format
1504 name = 'xz',
1505 function = 'xz.compress',
1506 extra_args = [('level', 8)],
1507 description = 'xz compression'
1508 )
1509
1510(Contributed by Tarek Ziadé.)
1511
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001512sqlite3
1513-------
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001514
Raymond Hettinger6046e222010-12-16 00:21:08 +00001515The :mod:`sqlite3` module was updated to version 2.6.0. It has two new capabilities.
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001516
Raymond Hettinger0358a172010-12-15 19:00:38 +00001517* The :attr:`sqlite3.Connection.in_transit` attribute is true if there is an
1518 active transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001519
Raymond Hettinger0358a172010-12-15 19:00:38 +00001520* The :meth:`sqlite3.Connection.enable_load_extension` and
1521 :meth:`sqlite3.Connection.load_extension` methods allows you to load SQLite
1522 extensions from ".so" files. One well-known extension is the fulltext-search
1523 extension distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001524
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001525(Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
1526
Raymond Hettingera3b7a142011-01-24 05:26:00 +00001527html
1528----
1529
1530A new :mod:`html` module was introduced with only a single function,
1531:func:`~html.escape`, which is used for escaping reserved characters from HTML
1532markup:
1533
1534>>> import html
1535>>> html.escape('x > 2 && x < 7')
1536'x &gt; 2 &amp;&amp; x &lt; 7'
1537
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001538socket
1539------
1540
1541The :mod:`socket` module has two new improvements.
1542
1543* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
1544 the socket into closed state without actually closing the underlying file
1545 descriptor. The latter can then be reused for other purposes.
1546 (Added by Antoine Pitrou; :issue:`8524`.)
1547
1548* :func:`socket.create_connection` now supports the context manager protocol
1549 to unconditionally consume :exc:`socket.error` exceptions and to close the
1550 socket when done.
1551 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
1552
1553ssl
1554---
Antoine Pitroud67075e2010-07-31 22:48:02 +00001555
Raymond Hettinger4854d142011-01-17 21:29:58 +00001556The :mod:`ssl` module added a number of features to satisfy common requirements
1557for secure (encrypted, authenticated) internet connections:
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001558
Raymond Hettinger4854d142011-01-17 21:29:58 +00001559* A new class, :class:`~ssl.SSLContext`, serves as a container for persistent
1560 SSL data, such as protocol settings, certificates, private keys, and various
1561 other options. It includes a :meth:`~ssl.SSLContext.wrap_socket` for creating
1562 an SSL socket from an SSL context.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001563
Raymond Hettinger4854d142011-01-17 21:29:58 +00001564* A new function, :func:`ssl.match_hostname`, supports server identity
1565 verification for higher-level protocols by implementing the rules of HTTPS
1566 (from :rfc:`2818`) which are also suitable for other protocols.
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +00001567
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001568* The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
Raymond Hettinger4854d142011-01-17 21:29:58 +00001569 argument. The *ciphers* string lists the allowed encryption algorithms using
1570 the format described in the `OpenSSL documentation
1571 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001572
Raymond Hettinger4854d142011-01-17 21:29:58 +00001573* When linked against recent versions of OpenSSL, the :mod:`ssl` module now
1574 supports the Server Name Indication extension to the TLS protocol, allowing
1575 multiple "virtual hosts" using different certificates on a single IP port.
1576 This extension is only supported in client mode, and is activated by passing
1577 the *server_hostname* argument to :meth:`ssl.SSLContext.wrap_socket`.
Antoine Pitrou7d15a722010-11-05 22:13:55 +00001578
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001579* Various options have been added to the :mod:`ssl` module, such as
Raymond Hettinger4854d142011-01-17 21:29:58 +00001580 :data:`~ssl.OP_NO_SSLv2` which disables the insecure and obsolete SSLv2
1581 protocol.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001582
Raymond Hettinger4854d142011-01-17 21:29:58 +00001583* The extension now loads all the OpenSSL ciphers and digest algorithms. If
1584 some SSL certificates cannot be verified, they are reported as an "unknown
1585 algorithm" error.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001586
Raymond Hettinger4854d142011-01-17 21:29:58 +00001587* The version of OpenSSL being used is now accessible using the module
1588 attributes :data:`ssl.OPENSSL_VERSION` (a string),
1589 :data:`ssl.OPENSSL_VERSION_INFO` (a 5-tuple), and
1590 :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer).
1591
1592(Contributed by Antoine Pitrou in :issue:`8850`, :issue:`1589`, :issue:`8322`,
1593:issue:`5639`, :issue:`4870`, :issue:`8484`, and :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001594
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001595nntp
1596----
Raymond Hettinger070ec702010-12-10 17:45:13 +00001597
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001598The :mod:`nntplib` module has a revamped implementation with better bytes and
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001599text semantics as well as more practical APIs. These improvements break
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001600compatibility with the nntplib version in Python 3.1, which was partly
1601dysfunctional in itself.
Raymond Hettinger070ec702010-12-10 17:45:13 +00001602
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001603Support for secure connections through both implicit (using
1604:class:`nntplib.NNTP_SSL`) and explicit (using :meth:`nntplib.NNTP.starttls`)
1605TLS has also been added.
1606
1607(Contributed by Antoine Pitrou in :issue:`9360` and Andrew Vant in :issue:`1926`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001608
1609certificates
1610------------
1611
1612:class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
1613and :func:`urllib.request.urlopen` now take optional arguments to allow for
1614server certificate checking against a set of Certificate Authorities,
1615as recommended in public uses of HTTPS.
1616
1617(Added by Antoine Pitrou, :issue:`9003`.)
1618
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00001619imaplib
1620-------
1621
1622Support for explicit TLS on standard IMAP4 connections has been added through
1623the new :mod:`imaplib.IMAP4.starttls` method.
1624
1625(Contributed by Lorenzo M. Catucci and Antoine Pitrou, :issue:`4471`.)
1626
Raymond Hettinger62399742011-01-30 00:55:47 +00001627http.client
1628-----------
1629
1630There were a number of small API improvements in the :mod:`http.client` module.
1631The old-style HTTP 0.9 simple responses are no longer supported and the *strict*
1632parameter is deprecated in all classes.
1633
1634The :class:`~http.client.HTTPConnection` and
1635:class:`~http.client.HTTPSConnection` classes now have a *source_address*
1636parameter for a (host, port) tuple indicating where the HTTP connection is made
1637from.
1638
1639Support for certificate checking and HTTPS virtual hosts were added to
1640:class:`~http.client.HTTPSConnection`.
1641
1642The :meth:`~http.client.HTTPConnection.request` method on connection objects
1643allowed an optional *body* argument so that a :term:`file object` could be used
1644to supply the content of the request. Conveniently, the *body* argument now
1645also accepts an :term:`iterable` object so long as it includes an explicit
1646``Content-Length`` header. This extended interface is much more flexible than
1647before.
1648
1649To establish an HTTPS connection through a proxy server, there is a new
1650:meth:`~http.client.HTTPConnection.set_tunnel` method that sets the host and
1651port for HTTP Connect tunneling.
1652
1653To match the behaviour of :mod:`http.server`, the HTTP client library now also
1654encodes headers with ISO-8859-1 (Latin-1) encoding. It was already doing that
1655for incoming headers, so now the behaviour is consistent for both incoming and
1656outgoing traffic. (See work by Armin Ronacher in :issue:`10980`.)
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00001657
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001658unittest
1659--------
Antoine Pitrouafb078d2010-11-05 22:18:28 +00001660
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001661The unittest module has a number of improvements supporting test discovery for
1662packages, easier experimentation at the interactive prompt, new testcase
1663methods, improved diagnostic messages for test failures, and better method
1664names.
1665
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001666* The command-line call ``python -m unittest`` can now accept file paths
Raymond Hettingera0266332010-12-07 08:52:41 +00001667 instead of module names for running specific tests (:issue:`10620`). The new
1668 test discovery can find tests within packages, locating any test importable
Raymond Hettingerc136b042011-01-18 07:15:39 +00001669 from the top-level directory. The top-level directory can be specified with
Raymond Hettingera0266332010-12-07 08:52:41 +00001670 the `-t` option, a pattern for matching files with ``-p``, and a directory to
1671 start discovery with ``-s``::
1672
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001673 $ python -m unittest discover -s my_proj_dir -p _test.py
Raymond Hettingera0266332010-12-07 08:52:41 +00001674
1675 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001676
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001677* Experimentation at the interactive prompt is now easier because the
1678 :class:`unittest.case.TestCase` class can now be instantiated without
1679 arguments:
1680
1681 >>> TestCase().assertEqual(pow(2, 3), 8)
1682
1683 (Contributed by Michael Foord.)
1684
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001685* The :mod:`unittest` module has two new methods,
1686 :meth:`~unittest.TestCase.assertWarns` and
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001687 :meth:`~unittest.TestCase.assertWarnsRegex` to verify that a given warning type
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001688 is triggered by the code under test::
Antoine Pitroud3052002010-09-15 15:09:40 +00001689
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001690 with self.assertWarns(DeprecationWarning):
1691 legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001692
Antoine Pitroueec6dbf2011-01-16 18:21:12 +00001693 (Contributed by Antoine Pitrou, :issue:`9754`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001694
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001695 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001696 compare two iterables to determine if their element counts are equal (whether
1697 the same elements are present with the same number of occurrences regardless
1698 of order)::
Raymond Hettingera0266332010-12-07 08:52:41 +00001699
1700 def test_anagram(self):
1701 self.assertCountEqual('algorithm', 'logarithm')
1702
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001703 (Contributed by Raymond Hettinger.)
1704
1705* A principal feature of the unittest module is an effort to produce meaningful
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001706 diagnostics when a test fails. When possible, the failure is recorded along
Raymond Hettingera0266332010-12-07 08:52:41 +00001707 with a diff of the output. This is especially helpful for analyzing log files
1708 of failed test runs. However, since diffs can sometime be voluminous, there is
1709 a new :attr:`~unittest.TestCase.maxDiff` attribute which sets maximum length of
1710 diffs.
1711
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001712* In addition, the method names in the module have undergone a number of clean-ups.
1713
1714 For example, :meth:`~unittest.TestCase.assertRegex` is the new name for
Raymond Hettingera0266332010-12-07 08:52:41 +00001715 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001716 test uses :func:`re.search`, not :func:`re.match`. Other methods using
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001717 regular expressions are now named using short form "Regex" in preference to
1718 "Regexp" -- this matches the names used in other unittest implementations,
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001719 matches Python's old name for the :mod:`re` module, and it has unambiguous
1720 camel-casing.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001721
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001722 (Contributed by Raymond Hettinger and implemented by Ezio Melotti.)
1723
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001724* To improve consistency, some long-standing method aliases are being
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001725 deprecated in favor of the preferred names:
1726
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001727 =============================== ==============================
1728 Old Name Preferred Name
1729 =============================== ==============================
1730 :meth:`assert_` :meth:`.assertTrue`
1731 :meth:`assertEquals` :meth:`.assertEqual`
1732 :meth:`assertNotEquals` :meth:`.assertNotEqual`
1733 :meth:`assertAlmostEquals` :meth:`.assertAlmostEqual`
1734 :meth:`assertNotAlmostEquals` :meth:`.assertNotAlmostEqual`
1735 =============================== ==============================
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001736
1737 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001738 to be removed in Python 3.3. Also see the :ref:`deprecated-aliases` section in
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001739 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001740
1741 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001742
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001743* The :meth:`~unittest.TestCase.assertDictContainsSubset` method was deprecated
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001744 because it was misimplemented with the arguments in the wrong order. This
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001745 created hard-to-debug optical illusions where tests like
1746 ``TestCase().assertDictContainsSubset({'a':1, 'b':2}, {'a':1})`` would fail.
1747
1748 (Contributed by Raymond Hettinger.)
1749
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001750random
1751------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001752
Raymond Hettinger0358a172010-12-15 19:00:38 +00001753The integer methods in the :mod:`random` module now do a better job of producing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001754uniform distributions. Previously, they computed selections with
1755``int(n*random())`` which had a slight bias whenever *n* was not a power of two.
Raymond Hettingerc136b042011-01-18 07:15:39 +00001756Now, multiple selections are made from a range up to the next power of two and a
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001757selection is kept only when it falls within the range ``0 <= x < n``. The
1758functions and methods affected are :func:`~random.randrange`,
1759:func:`~random.randint`, :func:`~random.choice`, :func:`~random.shuffle` and
1760:func:`~random.sample`.
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001761
1762(Contributed by Raymond Hettinger; :issue:`9025`.)
1763
1764poplib
1765------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001766
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001767* :class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
1768 :class:`ssl.SSLContext` object allowing bundling SSL configuration options,
1769 certificates and private keys into a single (potentially long-lived)
1770 structure.
1771
1772 (Contributed by Giampaolo Rodolà; :issue:`8807`.)
1773
Giampaolo Rodolà977c7072010-10-04 21:08:36 +00001774* :class:`asyncore.dispatcher` now provides a
1775 :meth:`~asyncore.dispatcher.handle_accepted()` method
1776 returning a `(sock, addr)` pair which is called when a connection has actually
1777 been established with a new remote endpoint. This is supposed to be used as a
1778 replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
1779 the user to call :meth:`~asyncore.dispatcher.accept()` directly.
1780
1781 (Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001782
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001783tempfile
1784--------
Raymond Hettingera0266332010-12-07 08:52:41 +00001785
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001786The :mod:`tempfile` module has a new context manager,
1787:class:`~tempfile.TemporaryDirectory` which provides easy deterministic
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001788cleanup of temporary directories::
Nick Coghlan543af752010-10-24 11:23:25 +00001789
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001790 with tempfile.TemporaryDirectory() as tmpdirname:
1791 print('created temporary dir:', tmpdirname)
Nick Coghlan543af752010-10-24 11:23:25 +00001792
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001793(Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001794
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001795inspect
1796-------
1797
Raymond Hettinger0358a172010-12-15 19:00:38 +00001798* The :mod:`inspect` module has a new function
1799 :func:`~inspect.getgeneratorstate` to easily identify the current state of a
Raymond Hettingera275c982011-01-20 04:03:19 +00001800 generator-iterator::
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001801
Raymond Hettingera275c982011-01-20 04:03:19 +00001802 >>> from inspect import getgeneratorstate
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001803 >>> def gen():
Raymond Hettingera275c982011-01-20 04:03:19 +00001804 yield 'demo'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001805 >>> g = gen()
Raymond Hettingera275c982011-01-20 04:03:19 +00001806 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001807 'GEN_CREATED'
1808 >>> next(g)
Raymond Hettingera275c982011-01-20 04:03:19 +00001809 'demo'
1810 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001811 'GEN_SUSPENDED'
Raymond Hettingera275c982011-01-20 04:03:19 +00001812 >>> next(g, None)
1813 >>> getgeneratorstate(g)
1814 'GEN_CLOSED'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001815
1816 (Contributed by Rodolpho Eckhardt and Nick Coghlan, :issue:`10220`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001817
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001818* To support lookups without the possibility of activating a dynamic attribute,
1819 the :mod:`inspect` module has a new function, :func:`~inspect.getattr_static`.
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001820 Unlike :func:`hasattr`, this is a true read-only search, guaranteed not to
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001821 change state while it is searching::
1822
1823 >>> class A:
1824 @property
1825 def f(self):
1826 print('Running')
1827 return 10
1828
1829 >>> a = A()
1830 >>> getattr(a, 'f')
1831 Running
1832 10
1833 >>> inspect.getattr_static(a, 'f')
1834 <property object at 0x1022bd788>
1835
1836 (Contributed by Michael Foord.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001837
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001838pydoc
1839-----
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001840
Raymond Hettinger89c1cd12011-01-19 04:43:45 +00001841The :mod:`pydoc` module now provides a much-improved Web server interface, as
1842well as a new command-line option ``-b`` to automatically open a browser window
1843to display that server::
1844
1845 $ pydoc3.2 -b
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001846
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001847(Contributed by Ron Adam; :issue:`2001`.)
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001848
Raymond Hettingeracff5952011-01-24 01:51:49 +00001849dis
1850---
1851
1852The :mod:`dis` module gained two new functions for inspecting code,
1853:func:`~dis.code_info` and :func:`~dis.show_code`. Both provide detailed code
1854object information for the supplied function, method, source code string or code
1855object. The former returns a string and the latter prints it::
1856
1857 >>> import dis, random
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001858 >>> dis.show_code(random.choice)
Raymond Hettingeracff5952011-01-24 01:51:49 +00001859 Name: choice
1860 Filename: /Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/random.py
1861 Argument count: 2
1862 Kw-only arguments: 0
1863 Number of locals: 3
1864 Stack size: 11
1865 Flags: OPTIMIZED, NEWLOCALS, NOFREE
1866 Constants:
1867 0: 'Choose a random element from a non-empty sequence.'
1868 1: 'Cannot choose from an empty sequence'
1869 Names:
1870 0: _randbelow
1871 1: len
1872 2: ValueError
1873 3: IndexError
1874 Variable names:
1875 0: self
1876 1: seq
1877 2: i
1878
1879(Contributed by Nick Coghlan in :issue:`9147`.)
1880
1881dbm
1882---
1883
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00001884All database modules now support the :meth:`get` and :meth:`setdefault` methods.
Raymond Hettingeracff5952011-01-24 01:51:49 +00001885
1886(Suggested by Ray Allen in :issue:`9523`.)
1887
1888ctypes
1889------
1890
1891A new type, :class:`ctypes.c_ssize_t` represents the C :c:type:`ssize_t` datatype.
1892
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001893site
1894----
1895
1896The :mod:`site` module has three new functions useful for reporting on the
1897details of a given Python installation.
1898
1899* :func:`~site.getsitepackages` lists all global site-packages directories.
1900
1901* :func:`~site.getuserbase` reports on the user's base directory where data can
1902 be stored.
1903
1904* :func:`~site.getusersitepackages` reveals the user-specific site-packages
1905 directory path.
1906
1907::
1908
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001909 >>> import site
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001910 >>> site.getsitepackages()
1911 ['/Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/site-packages',
1912 '/Library/Frameworks/Python.framework/Versions/3.2/lib/site-python',
1913 '/Library/Python/3.2/site-packages']
1914 >>> site.getuserbase()
1915 '/Users/raymondhettinger/Library/Python/3.2'
1916 >>> site.getusersitepackages()
1917 '/Users/raymondhettinger/Library/Python/3.2/lib/python/site-packages'
1918
1919Conveniently, some of site's functionality is accessible directly from the
1920command-line::
1921
1922 $ python -m site --user-base
1923 /Users/raymondhettinger/.local
1924 $ python -m site --user-site
1925 /Users/raymondhettinger/.local/lib/python3.2/site-packages
1926
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001927(Contributed by Tarek Ziadé.)
1928
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001929sysconfig
1930---------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001931
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001932The new :mod:`sysconfig` module makes it straightforward to discover
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001933installation paths and configuration variables which vary across platforms and
1934installations.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001935
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001936The module offers access simple access functions for platform and version
1937information:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001938
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001939* :func:`~sysconfig.get_platform` returning values like *linux-i586* or
1940 *macosx-10.6-ppc*.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001941* :func:`~sysconfig.get_python_version` returns a Python version string
1942 such as "3.2".
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001943
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001944It also provides access to the paths and variables corresponding to one of
1945seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
1946*posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001947
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001948* :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
1949 for the current installation scheme.
1950* :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
1951 variables.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001952
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001953There is also a convenient command-line interface::
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001954
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001955 C:\Python32>python -m sysconfig
1956 Platform: "win32"
1957 Python version: "3.2"
1958 Current installation scheme: "nt"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001959
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001960 Paths:
1961 data = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001962 include = "C:\Python32\Include"
1963 platinclude = "C:\Python32\Include"
1964 platlib = "C:\Python32\Lib\site-packages"
1965 platstdlib = "C:\Python32\Lib"
1966 purelib = "C:\Python32\Lib\site-packages"
1967 scripts = "C:\Python32\Scripts"
1968 stdlib = "C:\Python32\Lib"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001969
1970 Variables:
1971 BINDIR = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001972 BINLIBDEST = "C:\Python32\Lib"
1973 EXE = ".exe"
1974 INCLUDEPY = "C:\Python32\Include"
1975 LIBDEST = "C:\Python32\Lib"
1976 SO = ".pyd"
1977 VERSION = "32"
1978 abiflags = ""
1979 base = "C:\Python32"
1980 exec_prefix = "C:\Python32"
1981 platbase = "C:\Python32"
1982 prefix = "C:\Python32"
1983 projectbase = "C:\Python32"
1984 py_version = "3.2"
1985 py_version_nodot = "32"
1986 py_version_short = "3.2"
1987 srcdir = "C:\Python32"
1988 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001989
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001990(Moved out of Distutils by Tarek Ziadé.)
1991
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001992pdb
1993---
1994
1995The :mod:`pdb` debugger module gained a number of usability improvements:
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001996
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001997* :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
1998 :file:`.pdbrc` script file.
1999* A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
2000 that continue debugging.
2001* The :class:`Pdb` class constructor now accepts a *nosigint* argument.
Raymond Hettinger51e21072011-01-10 23:38:15 +00002002* New commands: ``l(list)``, ``ll(long list)`` and ``source`` for
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002003 listing source code.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002004* New commands: ``display`` and ``undisplay`` for showing or hiding
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002005 the value of an expression if it has changed.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002006* New command: ``interact`` for starting an interactive interpreter containing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002007 the global and local names found in the current scope.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002008* Breakpoints can be cleared by breakpoint number.
Raymond Hettingerb5d79332010-12-07 02:04:56 +00002009
Georg Brandl101234b2010-12-18 11:53:25 +00002010(Contributed by Georg Brandl, Antonio Cuni and Ilya Sandler.)
2011
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002012configparser
2013------------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002014
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002015The :mod:`configparser` module was modified to improve usability and
2016predictability of the default parser and its supported INI syntax. The old
2017:class:`ConfigParser` class was removed in favor of :class:`SafeConfigParser`
Raymond Hettinger04129742010-12-18 10:57:50 +00002018which has in turn been renamed to :class:`~configparser.ConfigParser`. Support
2019for inline comments is now turned off by default and section or option
2020duplicates are not allowed in a single configuration source.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002021
2022Config parsers gained a new API based on the mapping protocol::
2023
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002024 >>> parser = ConfigParser()
2025 >>> parser.read_string("""
2026 [DEFAULT]
2027 location = upper left
2028 visible = yes
2029 editable = no
2030 color = blue
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002031
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002032 [main]
2033 title = Main Menu
2034 color = green
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002035
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002036 [options]
2037 title = Options
2038 """)
2039 >>> parser['main']['color']
2040 'green'
2041 >>> parser['main']['editable']
2042 'no'
2043 >>> section = parser['options']
2044 >>> section['title']
2045 'Options'
2046 >>> section['title'] = 'Options (editable: %(editable)s)'
2047 >>> section['title']
2048 'Options (editable: no)'
2049
2050The new API is implemented on top of the classical API, so custom parser
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002051subclasses should be able to use it without modifications.
2052
2053The INI file structure accepted by config parsers can now be customized. Users
Raymond Hettinger04129742010-12-18 10:57:50 +00002054can specify alternative option/value delimiters and comment prefixes, change the
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002055name of the *DEFAULT* section or switch the interpolation syntax.
2056
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002057There is support for pluggable interpolation including an additional interpolation
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002058handler :class:`~configparser.ExtendedInterpolation`::
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002059
2060 >>> parser = ConfigParser(interpolation=ExtendedInterpolation())
2061 >>> parser.read_dict({'buildout': {'directory': '/home/ambv/zope9'},
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002062 'custom': {'prefix': '/usr/local'}})
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002063 >>> parser.read_string("""
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002064 [buildout]
2065 parts =
2066 zope9
2067 instance
2068 find-links =
2069 ${buildout:directory}/downloads/dist
2070
2071 [zope9]
2072 recipe = plone.recipe.zope9install
2073 location = /opt/zope
2074
2075 [instance]
2076 recipe = plone.recipe.zope9instance
2077 zope9-location = ${zope9:location}
2078 zope-conf = ${custom:prefix}/etc/zope.conf
2079 """)
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002080 >>> parser['buildout']['find-links']
2081 '\n/home/ambv/zope9/downloads/dist'
2082 >>> parser['instance']['zope-conf']
2083 '/usr/local/etc/zope.conf'
2084 >>> instance = parser['instance']
2085 >>> instance['zope-conf']
2086 '/usr/local/etc/zope.conf'
2087 >>> instance['zope9-location']
2088 '/opt/zope'
2089
2090A number of smaller features were also introduced, like support for specifying
Raymond Hettinger04129742010-12-18 10:57:50 +00002091encoding in read operations, specifying fallback values for get-functions, or
2092reading directly from dictionaries and strings.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002093
2094(All changes contributed by Łukasz Langa.)
2095
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002096.. XXX show a difflib example
2097.. XXX add entry for logging changes other than the dict config pep
Eli Benderskye2ae8072011-01-31 04:21:40 +00002098
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002099urllib.parse
2100------------
2101
2102A number of usability improvements were made for the :mod:`urllib.parse` module.
2103
2104The :func:`~urllib.parse.urlparse` function now supports `IPv6
2105<http://en.wikipedia.org/wiki/IPv6>`_ addresses as described in :rfc:`2732`:
2106
2107 >>> import urllib.parse
2108 >>> urllib.parse.urlparse('http://[dead:beef:cafe:5417:affe:8FA3:deaf:feed]/foo/')
2109 ParseResult(scheme='http',
2110 netloc='[dead:beef:cafe:5417:affe:8FA3:deaf:feed]',
2111 path='/foo/',
2112 params='',
2113 query='',
2114 fragment='')
2115
2116The :func:`~urllib.parse.urldefrag` function now returns a :term:`named tuple`::
2117
2118 >>> r = urllib.parse.urldefrag('http://python.org/about/#target')
2119 >>> r
2120 DefragResult(url='http://python.org/about/', fragment='target')
2121 >>> r[0]
2122 'http://python.org/about/
2123 >>> r.fragment
2124 'target'
2125
2126And, the :func:`~urllib.parse.urlencode` function is now much more flexible,
2127accepting either a string or bytes type for the *query* argument. If it is a
2128string, then the *safe*, *encoding*, and *error* parameters are sent to
2129:func:`~urllib.parse.quote_plus` for encoding::
2130
2131 >>> urllib.parse.urlencode([
2132 ('type', 'telenovela'),
2133 ('name', '¿Dónde Está Elisa?')],
2134 encoding='latin-1')
2135 'type=telenovela&name=%BFD%F3nde+Est%E1+Elisa%3F'
2136
Georg Brandl009a6bd2011-01-24 19:59:08 +00002137As detailed in :ref:`parsing-ascii-encoded-bytes`, all the :mod:`urllib.parse`
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002138functions now accept ASCII-encoded byte strings as input, so long as they are
2139not mixed with regular strings. If ASCII-encoded byte strings are given as
2140parameters, the return types will also be an ASCII-encoded byte strings:
2141
2142 >>> urllib.parse.urlparse(b'http://www.python.org:80/about/')
2143 ParseResultBytes(scheme=b'http', netloc=b'www.python.org:80',
2144 path=b'/about/', params=b'', query=b'', fragment=b'')
2145
2146(Work by Nick Coghlan, Dan Mahn, and Senthil Kumaran in :issue:`2987`,
2147:issue:`5468`, and :issue:`9873`.)
2148
Raymond Hettinger994d3802011-01-30 07:56:03 +00002149mailbox
2150-------
2151
2152Thanks to a concerted effort by R. David Murray, the :mod:`mailbox` module has
2153been fixed for Python 3.2. The challenge was that mailbox had been originally
2154designed with a text interface, but email messages are best represented with
2155:class:`bytes` because various parts of a message may have different encodings.
2156
2157The solution harnessed the :mod:`email` package's binary support for parsing
2158arbitrary email messages. In addition, the solution required a number of API
2159changes.
2160
2161As expected, the :meth:`~mailbox.Mailbox.add` method for
2162:class:`mailbox.Mailbox` objects now accepts binary input.
2163
2164:class:`~io.StringIO` and text file input are deprecated. Also, string input
2165will fail early if non-ASCII characters are used. Previously it would fail when
2166the email was processed in a later step.
2167
2168There is also support for binary output. The :meth:`~mailbox.Mailbox.get_file`
2169method now returns a file in the binary mode (where it used to incorrectly set
2170the file to text-mode). There is also a new :meth:`~mailbox.Mailbox.get_bytes`
2171method that returns a :class:`bytes` representation of a message corresponding
2172to a given *key*.
2173
Raymond Hettingerce227e32011-01-30 08:20:37 +00002174It is still possible to get non-binary output using the old API's
2175:meth:`~mailbox.Mailbox.get_string` method, but that approach
2176is not very useful. Instead, it is best to extract messages from
2177a :class:`~mailbox.Message` object or to load them from binary input.
2178
2179(Contributed by R. David Murray, with efforts from Steffen Daode Nurpmeso and an
2180initial patch by Victor Stinner in :issue:`9124`.)
Raymond Hettinger994d3802011-01-30 07:56:03 +00002181
Raymond Hettinger2f707c92011-01-25 06:58:01 +00002182turtledemo
2183----------
2184
2185The demonstration code for the :mod:`turtle` module was moved from the *Demo*
2186directory to main library. It includes over a dozen sample scripts with
2187lively displays. Being on :attr:`sys.path`, it can now be run directly
2188from the command-line::
2189
2190 $ python -m turtledemo
2191
Raymond Hettinger712d2b42011-01-27 06:46:54 +00002192(Moved from the Demo directory by Alexander Belopolsky in :issue:`10199`.)
Raymond Hettinger3df46212011-01-06 02:01:26 +00002193
Antoine Pitroud42bc512009-11-10 23:18:31 +00002194Multi-threading
2195===============
2196
Georg Brandlda0a2112010-09-05 11:28:33 +00002197* The mechanism for serializing execution of concurrently running Python threads
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002198 (generally known as the :term:`GIL` or :term:`Global Interpreter Lock`) has
2199 been rewritten. Among the objectives were more predictable switching
2200 intervals and reduced overhead due to lock contention and the number of
2201 ensuing system calls. The notion of a "check interval" to allow thread
2202 switches has been abandoned and replaced by an absolute duration expressed in
2203 seconds. This parameter is tunable through :func:`sys.setswitchinterval()`.
2204 It currently defaults to 5 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +00002205
2206 Additional details about the implementation can be read from a `python-dev
2207 mailing-list message
2208 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +00002209 (however, "priority requests" as exposed in this message have not been kept
2210 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +00002211
Georg Brandl5e73a812010-04-22 07:02:51 +00002212 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +00002213
Georg Brandlda0a2112010-09-05 11:28:33 +00002214* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002215 :meth:`~threading.Lock.acquire` method. (Contributed by Antoine Pitrou;
2216 :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00002217
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002218* Similarly, :meth:`threading.Semaphore.acquire` also gained a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +00002219 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +00002220
Antoine Pitrou810023d2010-12-15 22:59:16 +00002221* Regular and recursive lock acquisitions can now be interrupted by signals on
Raymond Hettingerc136b042011-01-18 07:15:39 +00002222 platforms using Pthreads. This means that Python programs that deadlock while
Antoine Pitrou810023d2010-12-15 22:59:16 +00002223 acquiring locks can be successfully killed by repeatedly sending SIGINT to the
Georg Brandleebb2522010-12-18 12:01:15 +00002224 process (by pressing :kbd:`Ctrl+C` in most shells).
Antoine Pitrou810023d2010-12-15 22:59:16 +00002225 (Contributed by Reid Kleckner; :issue:`8844`.)
2226
Antoine Pitroud42bc512009-11-10 23:18:31 +00002227
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002228Optimizations
2229=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002230
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002231A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002232
Antoine Pitroud3052002010-09-15 15:09:40 +00002233* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002234 being a test for membership in a set of constants. The optimizer recasts the
2235 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
2236
2237 Now that the speed penalty is gone, it is practical to start writing
2238 membership tests using set-notation. This style is both semantically clear
2239 and operationally fast::
2240
2241 extension = name.rpartition('.')[2]
2242 if extension in {'xml', 'html', 'xhtml', 'css'}:
2243 handle(name)
2244
Raymond Hettingerc136b042011-01-18 07:15:39 +00002245 (Patch and additional tests contributed by Dave Malcolm; :issue:`6690`).
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002246
Antoine Pitroud3052002010-09-15 15:09:40 +00002247* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002248 several times faster.
2249
2250 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00002251 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00002252
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002253* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
Raymond Hettingerffad35e2010-12-14 21:12:03 +00002254 :meth:`list.sort` and :func:`sorted` now runs faster and uses less memory
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002255 when called with a :term:`key function`. Previously, every element of
2256 a list was wrapped with a temporary object that remembered the key value
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002257 associated with each element. Now, two arrays of keys and values are
Raymond Hettingerc136b042011-01-18 07:15:39 +00002258 sorted in parallel. This saves the memory consumed by the sort wrappers,
2259 and it saves time lost to delegating comparisons.
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002260
Raymond Hettingereb70b902011-01-10 21:26:49 +00002261 (Patch by Daniel Stutzbach in :issue:`9915`.)
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002262
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002263* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00002264 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002265 now uses the C speedups when the ``sort_keys`` argument is true.
2266
2267 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
2268 Antoine Pitrou in :issue:`10314`.)
2269
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002270* Recursive locks (created with the :func:`threading.RLock` API) now benefit
2271 from a C implementation which makes them as fast as regular locks, and between
2272 10x and 15x faster than their previous pure Python implementation.
2273
2274 (Contributed by Antoine Pitrou; :issue:`3001`.)
2275
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002276* The fast-search algorithm in stringlib is now used by the :meth:`split`,
2277 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
2278 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
2279 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
2280 :meth:`rpartition`.
2281
2282 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
2283
Raymond Hettinger480ed782010-12-15 22:07:15 +00002284
2285* String to integer conversions now work two "digits" at a time, reducing the
2286 number of division and modulo operations.
2287
2288 (:issue:`6713` by Gawain Bolton, Mark Dickinson, and Victor Stinner.)
2289
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002290There were several other minor optimizations. Set differencing now runs faster
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002291when one operand is much larger than the other (patch by Andress Bennetts in
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002292:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
2293(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
2294has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002295multi-argument form of :func:`operator.attrgetter` function now runs slightly
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002296faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
2297multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
2298
Antoine Pitroud3052002010-09-15 15:09:40 +00002299
Victor Stinner47ce9652010-10-29 00:57:35 +00002300Unicode
2301=======
Victor Stinner94908bb2010-08-18 21:23:25 +00002302
Raymond Hettinger2270d582011-01-20 09:04:39 +00002303Python has been updated to `Unicode 6.0.0
2304<http://unicode.org/versions/Unicode6.0.0/>`_. The update to the standard adds
2305over 2,000 new characters including `emoji <http://en.wikipedia.org/wiki/Emoji>`_
2306symbols which are important for mobile phones.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002307
Raymond Hettinger2270d582011-01-20 09:04:39 +00002308In addition, the updated standard has altered the character properties for two
2309Kannada characters (U+0CF1, U+0CF2) and one New Tai Lue numeric character
2310(U+19DA), making the former eligible for use in identifiers while disqualifying
2311the latter. For more information, see `Unicode Character Database Changes
2312<http://www.unicode.org/versions/Unicode6.0.0/#Database_Changes>`_.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002313
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002314
Raymond Hettinger2270d582011-01-20 09:04:39 +00002315Codecs
2316======
Raymond Hettingerc74d5182010-12-02 01:38:25 +00002317
Raymond Hettinger2270d582011-01-20 09:04:39 +00002318Support was added for *cp720* Arabic DOS encoding (:issue:`1616979`).
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00002319
Raymond Hettinger2270d582011-01-20 09:04:39 +00002320MBCS encoding no longer ignores the error handler argument. In the default
2321strict mode, it raises an :exc:`UnicodeDecodeError` when it encounters an
2322undecodable byte sequence and an :exc:`UnicodeEncodeError` for an unencodable
2323character.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002324
Raymond Hettinger2270d582011-01-20 09:04:39 +00002325The MBCS codec supports ``'strict'`` and ``'ignore'`` error handlers for
2326decoding, and ``'strict'`` and ``'replace'`` for encoding.
Victor Stinnere8d51452010-08-19 01:05:19 +00002327
Raymond Hettinger2270d582011-01-20 09:04:39 +00002328To emulate Python3.1 MBCS encoding, select the ``'ignore'`` handler for decoding
2329and the ``'replace'`` handler for encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00002330
Raymond Hettinger2e042d32011-01-21 09:18:19 +00002331On Mac OS X, Python decodes command line arguments with ``'utf-8'`` rather than
Raymond Hettinger2270d582011-01-20 09:04:39 +00002332the locale encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00002333
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002334By default, :mod:`tarfile` uses ``'utf-8'`` encoding on Windows (instead of
2335``'mbcs'``) and the ``'surrogateescape'`` error handler on all operating
2336systems.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002337
Victor Stinner94908bb2010-08-18 21:23:25 +00002338
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002339Documentation
2340=============
2341
2342The documentation continues to be improved.
2343
Raymond Hettinger08d42932011-01-29 08:51:57 +00002344* A table of quick links has been added to the top of lengthy sections such as
2345 :ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
2346 accompanied by tables of cheatsheet-style summaries to provide an overview and
2347 memory jog without having to read all of the docs.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002348
Raymond Hettinger08d42932011-01-29 08:51:57 +00002349* In some cases, the pure Python source code can be a helpful adjunct to the
2350 documentation, so now many modules now feature quick links to the latest
2351 version of the source code. For example, the :mod:`functools` module
2352 documentation has a quick link at the top labeled:
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002353
Raymond Hettinger08d42932011-01-29 08:51:57 +00002354 **Source code** :source:`Lib/functools.py`.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002355
Raymond Hettinger08d42932011-01-29 08:51:57 +00002356 (Contributed by Raymond Hettinger; see
2357 `rationale <http://rhettinger.wordpress.com/2011/01/28/open-your-source-more/>`_.)
Raymond Hettinger677e10a2010-12-07 06:45:30 +00002358
Raymond Hettinger08d42932011-01-29 08:51:57 +00002359* The docs now contain more examples and recipes. In particular, :mod:`re`
2360 module has an extensive section, :ref:`re-examples`. Likewise, the
2361 :mod:`itertools` module continues to be updated with new
2362 :ref:`itertools-recipes`.
2363
2364* The :mod:`datetime` module now has an auxiliary implementation in pure Python.
2365 No functionality was changed. This just provides an easier-to-read alternate
2366 implementation.
2367
2368 (Contributed by Alexander Belopolsky in :issue:`9528`.)
2369
2370* The unmaintained :file:`Demo` directory has been removed. Some demos were
2371 integrated into the documentation, some were moved to the :file:`Tools/demo`
2372 directory, and others were removed altogether.
2373
2374 (Contributed by Georg Brandl in :issue:`7962`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002375
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002376
2377IDLE
2378====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002379
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002380* The format menu now has an option to clean source files by stripping
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002381 trailing whitespace.
2382
2383 (Contributed by Raymond Hettinger; :issue:`5150`.)
2384
2385* IDLE on Mac OS X now works with both Carbon AquaTk and Cocoa AquaTk.
2386
2387 (Contributed by Kevin Walzer, Ned Deily, and Ronald Oussoren; :issue:`6075`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002388
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002389Code Repository
2390===============
2391
2392In addition to the existing Subversion code repository at http://svn.python.org
2393there is now a `Mercurial <http://mercurial.selenic.com/>`_ repository at
2394http://hg.python.org/ .
2395
2396After the 3.2 release, there are plans to switch to Mercurial as the primary
2397repository. This distributed version control system should make it easier for
2398members of the community to create and share external changesets. See
2399:pep:`385` for details.
2400
2401To learn to use the new version control system, see the `tutorial by Joel
Raymond Hettinger2f707c92011-01-25 06:58:01 +00002402Spolsky <http://hginit.com>`_ or the `Guide to Mercurial Workflows
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002403<http://mercurial.selenic.com/guide/>`_.
2404
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002405
2406Build and C API Changes
2407=======================
2408
2409Changes to Python's build process and to the C API include:
2410
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002411* The *idle*, *pydoc* and *2to3* scripts are now installed with a
2412 version-specific suffix on ``make altinstall`` (:issue:`10679`).
2413
Georg Brandlda0a2112010-09-05 11:28:33 +00002414* The C functions that access the Unicode Database now accept and return
2415 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002416 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00002417 in Python is that :func:`unicodedata.numeric` now returns the correct value
2418 for large code points, and :func:`repr` may consider more characters as
2419 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002420
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002421 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
2422
Georg Brandlda0a2112010-09-05 11:28:33 +00002423* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00002424 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00002425 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002426
Georg Brandlda0a2112010-09-05 11:28:33 +00002427 (Contributed by Antoine Pitrou; :issue:`9203`.)
2428
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00002429* The option ``--with-wctype-functions`` was removed. The built-in unicode
2430 database is now used for all functions.
2431
2432 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
2433
Raymond Hettinger480ed782010-12-15 22:07:15 +00002434* Hash values are now values of a new type, :c:type:`Py_hash_t`, which is
2435 defined to be the same size as a pointer. Previously they were of type long,
2436 which on some 64-bit operating systems is still only 32 bits long. As a
2437 result of this fix, :class:`set` and :class:`dict` can now hold more than
2438 ``2**32`` entries on builds with 64-bit pointers (previously, they could grow
2439 to that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00002440
Raymond Hettinger480ed782010-12-15 22:07:15 +00002441 (Suggested by Raymond Hettinger and implemented by Benjamin Peterson;
2442 :issue:`9778`.)
2443
2444* A new macro :c:macro:`Py_VA_COPY` copies the state of the variable argument
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002445 list. It is equivalent to C99 *va_copy* but available on all Python platforms
Raymond Hettinger480ed782010-12-15 22:07:15 +00002446 (:issue:`2443`).
2447
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002448* A new C API function :c:func:`PySys_SetArgvEx` allows an embedded interpreter
2449 to set :attr:`sys.argv` without also modifying :attr:`sys.path`
Raymond Hettinger480ed782010-12-15 22:07:15 +00002450 (:issue:`5753`).
2451
2452* :c:macro:`PyEval_CallObject` is now only available in macro form. The
2453 function declaration, which was kept for backwards compatibility reasons, is
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002454 now removed -- the macro was introduced in 1997 (:issue:`8276`).
Raymond Hettinger480ed782010-12-15 22:07:15 +00002455
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002456* There is a new function :c:func:`PyLong_AsLongLongAndOverflow` which
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002457 is analogous to :c:func:`PyLong_AsLongAndOverflow`. They both serve to
Raymond Hettinger480ed782010-12-15 22:07:15 +00002458 convert Python :class:`int` into a native fixed-width type while providing
2459 detection of cases where the conversion won't fit (:issue:`7767`).
2460
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002461* The :c:func:`PyUnicode_CompareWithASCIIString` function now returns *not
2462 equal* if the Python string is *NUL* terminated.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002463
2464* There is a new function :c:func:`PyErr_NewExceptionWithDoc` that is
2465 like :c:func:`PyErr_NewException` but allows a docstring to be specified.
2466 This lets C exceptions have the same self-documenting capabilities as
2467 their pure Python counterparts (:issue:`7033`).
2468
2469* When compiled with the ``--with-valgrind`` option, the pymalloc
2470 allocator will be automatically disabled when running under Valgrind. This
2471 gives improved memory leak detection when running under Valgrind, while taking
2472 advantage of pymalloc at other times (:issue:`2422`).
2473
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002474* Removed the ``O?`` format from the *PyArg_Parse* functions. The format is no
Raymond Hettinger480ed782010-12-15 22:07:15 +00002475 longer used and it had never been documented (:issue:`8837`).
2476
2477There were a number of other small changes to the C-API. See the
Raymond Hettingerc7bb1592011-01-30 01:10:07 +00002478:source:`Misc/NEWS` file for a complete list.
Skip Montanaro961aaf52010-10-17 22:22:24 +00002479
Raymond Hettingerc7bb1592011-01-30 01:10:07 +00002480Also, there were a number of updates to the OS X build, see
Raymond Hettingerb02f7c02011-01-30 05:37:16 +00002481:source:`Mac/BuildScript/README.txt` for details. For users running a 32/64-bit
2482build, there is a known problem with the default Tcl/Tk on OS X 10.6.
2483Accordingly, we recommend installing an updated alternative such as
2484`ActiveState Tcl/Tk 8.5 <http://www.activestate.com/activetcl/downloads>`_ .
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002485
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00002486Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002487=====================
2488
Georg Brandlda0a2112010-09-05 11:28:33 +00002489This section lists previously described changes and other bugfixes that may
2490require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002491
Raymond Hettingerd73be672010-12-18 10:48:26 +00002492* The :mod:`configparser` module has a number of clean-ups. The major change is
2493 to replace the old :class:`ConfigParser` class with long-standing preferred
2494 alternative :class:`SafeConfigParser`. In addition there are a number of
Raymond Hettingerc8a16862011-01-18 09:01:34 +00002495 smaller incompatibilities:
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002496
Raymond Hettingerd73be672010-12-18 10:48:26 +00002497 * The interpolation syntax is now validated on
2498 :meth:`~configparser.ConfigParser.get` and
2499 :meth:`~configparser.ConfigParser.set` operations. In the default
2500 interpolation scheme, only two tokens with percent signs are valid: ``%(name)s``
2501 and ``%%``, the latter being an escaped percent sign.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002502
Raymond Hettingerd73be672010-12-18 10:48:26 +00002503 * The :meth:`~configparser.ConfigParser.set` and
2504 :meth:`~configparser.ConfigParser.add_section` methods now verify that
2505 values are actual strings. Formerly, unsupported types could be introduced
2506 unintentionally.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002507
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002508 * Duplicate sections or options from a single source now raise either
Raymond Hettingerd73be672010-12-18 10:48:26 +00002509 :exc:`~configparser.DuplicateSectionError` or
2510 :exc:`~configparser.DuplicateOptionError`. Formerly, duplicates would
2511 silently overwrite a previous entry.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002512
Raymond Hettingerd73be672010-12-18 10:48:26 +00002513 * Inline comments are now disabled by default so now the **;** character
2514 can be safely used in values.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002515
Raymond Hettingerd73be672010-12-18 10:48:26 +00002516 * Comments now can be indented. Consequently, for **;** or **#** to appear at
2517 the start of a line in multiline values, it has to be interpolated. This
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002518 keeps comment prefix characters in values from being mistaken as comments.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002519
Raymond Hettingerd73be672010-12-18 10:48:26 +00002520 * ``""`` is now a valid value and is no longer automatically converted to an
2521 empty string. For empty strings, use ``"option ="`` in a line.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002522
Antoine Pitroucd889af2010-10-06 21:13:56 +00002523* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
2524 are often incompatible with the 3.1 APIs.
2525
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002526* :class:`bytearray` objects can no longer be used as filenames; instead,
2527 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00002528
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00002529* The :meth:`array.tostring` and :meth:`array.fromstring` have been renamed to
Raymond Hettinger50307b62011-01-24 01:18:30 +00002530 :meth:`array.tobytes` and :meth:`array.frombytes` for clarity. The old names
2531 have been deprecated. (See :issue:`8990`.)
2532
Raymond Hettinger51e21072011-01-10 23:38:15 +00002533* ``PyArg_Parse*()`` functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00002534
Victor Stinner25e8ec42010-06-25 00:02:38 +00002535 * "t#" format has been removed: use "s#" or "s*" instead
2536 * "w" and "w#" formats has been removed: use "w*" instead
2537
Georg Brandl60203b42010-10-06 10:11:56 +00002538* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
2539 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00002540 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00002541 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00002542
Raymond Hettingere0a96002010-12-15 17:54:13 +00002543* The :func:`sys.setfilesystemencoding` function was removed because
2544 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00002545
Raymond Hettingere0a96002010-12-15 17:54:13 +00002546* The :func:`random.seed` function and method now salt string seeds with an
2547 sha512 hash function. To access the previous version of *seed* in order to
2548 reproduce Python 3.1 sequences, set the *version* argument to *1*,
2549 ``random.seed(s, version=1)``.
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002550
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002551* The previously deprecated :func:`string.maketrans` function has been removed
Raymond Hettinger51e21072011-01-10 23:38:15 +00002552 in favor of the static methods :meth:`bytes.maketrans` and
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002553 :meth:`bytearray.maketrans`. This change solves the confusion around which
2554 types were supported by the :mod:`string` module. Now, :class:`str`,
2555 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
2556 **translate** methods with intermediate translation tables of the appropriate
2557 type.
2558
2559 (Contributed by Georg Brandl; :issue:`5675`.)
2560
2561* The previously deprecated :func:`contextlib.nested` function has been removed
2562 in favor of a plain :keyword:`with` statement which can accept multiple
2563 context managers. The latter technique is faster (because it is built-in),
2564 and it does a better job finalizing multiple context managers when one of them
2565 raises an exception::
2566
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002567 with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
2568 for line in infile:
2569 if '<critical>' in line:
2570 outfile.write(line)
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002571
2572 (Contributed by Georg Brandl and Mattias Brändström;
2573 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)
Victor Stinnerda9ec992010-12-28 13:26:42 +00002574
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002575* :func:`struct.pack` now only allows bytes for the ``s`` string pack code.
2576 Formerly, it would accept text arguments and implicitly encode them to bytes
2577 using UTF-8. This was problematic because it made assumptions about the
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002578 correct encoding and because a variable-length encoding can fail when writing
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002579 to fixed length segment of a structure.
Victor Stinnerda9ec992010-12-28 13:26:42 +00002580
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002581 Code such as ``struct.pack('<6sHHBBB', 'GIF87a', x, y)`` should be rewritten
2582 with to use bytes instead of text, ``struct.pack('<6sHHBBB', b'GIF87a', x, y)``.
2583
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002584 (Discovered by David Beazley and fixed by Victor Stinner; :issue:`10783`.)
Raymond Hettingere40808a2011-01-05 23:00:00 +00002585
2586* The :class:`xml.etree.ElementTree` class now raises an
2587 :exc:`xml.etree.ElementTree.ParseError` when a parse fails. Previously it
2588 raised a :exc:`xml.parsers.expat.ExpatError`.
2589
2590* The new, longer :func:`str` value on floats may break doctests which rely on
2591 the old output format.
Antoine Pitroubcba4342011-01-16 18:29:34 +00002592
2593* In :class:`subprocess.Popen`, the default value for *close_fds* is now
2594 ``True`` under Unix; under Windows, it is ``True`` if the three standard
2595 streams are set to ``None``, ``False`` otherwise. Previously, *close_fds*
2596 was always ``False`` by default, which produced difficult to solve bugs
2597 or race conditions when open file descriptors would leak into the child
2598 process.
2599
Antoine Pitrouf7fb7622011-01-16 18:34:09 +00002600* Support for legacy HTTP 0.9 has been removed from :mod:`urllib.request`
2601 and :mod:`http.client`. Such support is still present on the server side
2602 (in :mod:`http.server`).
2603
2604 (Contributed by Antoine Pitrou, :issue:`10711`.)
2605
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00002606* SSL sockets in timeout mode now raise :exc:`socket.timeout` when a timeout
2607 occurs, rather than a generic :exc:`~ssl.SSLError`.
2608
2609 (Contributed by Antoine Pitrou, :issue:`10272`.)
Antoine Pitrouebeb9032011-01-16 18:45:17 +00002610
2611* The misleading functions :c:func:`PyEval_AcquireLock()` and
2612 :c:func:`PyEval_ReleaseLock()` have been officially deprecated. The
2613 thread-state aware APIs (such as :c:func:`PyEval_SaveThread()`
2614 and :c:func:`PyEval_RestoreThread()`) should be used instead.
Raymond Hettinger50307b62011-01-24 01:18:30 +00002615
2616* Due to security risks, :func:`asyncore.handle_accept` has been deprecated, and
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002617 a new function, :func:`asyncore.handle_accepted`, was added to replace it.
Raymond Hettinger50307b62011-01-24 01:18:30 +00002618
2619 (Contributed by Giampaolo Rodola in :issue:`6706`.)