blob: f96aa8b68221700c72bb096ef135c6633fdfcfda [file] [log] [blame]
Raymond Hettingerd73be672010-12-18 10:48:26 +00001****************************
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00002 What's New In Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00003****************************
4
5:Author: Raymond Hettinger
6:Release: |release|
7:Date: |today|
8
9.. $Id$
10 Rules for maintenance:
11
12 * Anyone can add text to this document. Do not spend very much time
13 on the wording of your changes, because your text will probably
Raymond Hettinger92acd672011-01-31 06:34:47 +000014 get rewritten. (Note, during release candidate phase or just before
15 a beta release, please use the tracker instead -- this helps avoid
16 merge conflicts. If you must add a suggested entry directly,
17 please put it in an XXX comment and the maintainer will take notice).
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000018
19 * The maintainer will go through Misc/NEWS periodically and add
20 changes; it's therefore more important to add your changes to
21 Misc/NEWS than to this file.
22
23 * This is not a complete list of every single change; completeness
24 is the purpose of Misc/NEWS. Some changes I consider too small
25 or esoteric to include. If such a change is added to the text,
26 I'll just remove it. (This is another reason you shouldn't spend
27 too much time on writing your addition.)
28
29 * If you want to draw your new text to the attention of the
30 maintainer, add 'XXX' to the beginning of the paragraph or
31 section.
32
33 * It's OK to just add a fragmentary note about a change. For
34 example: "XXX Describe the transmogrify() function added to the
35 socket module." The maintainer will research the change and
36 write the necessary text.
37
38 * You can comment out your additions if you like, but it's not
39 necessary (especially when a final release is some months away).
40
41 * Credit the author of a patch or bugfix. Just the name is
Georg Brandlda0a2112010-09-05 11:28:33 +000042 sufficient; the e-mail address isn't necessary. It's helpful to
43 add the issue number:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000044
Éric Araujo4234ad42010-09-05 17:32:25 +000045 XXX Describe the transmogrify() function added to the socket
46 module.
47
48 (Contributed by P.Y. Developer; :issue:`12345`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000049
50 This saves the maintainer the effort of going through the SVN log
51 when researching a change.
52
Raymond Hettingerffad35e2010-12-14 21:12:03 +000053This article explains the new features in Python 3.2 as compared to 3.1. It
54focuses on a few highlights and gives a few examples. For full details, see the
55:source:`Misc/NEWS <Misc/NEWS>` file.
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000056
Raymond Hettinger6778fa92010-12-21 20:09:55 +000057.. seealso::
58
59 :pep:`392` - Python 3.2 Release Schedule
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000060
Raymond Hettingerca904be2011-01-18 00:02:40 +000061
Martin v. Löwis932e49e2010-12-04 13:49:32 +000062PEP 384: Defining a Stable ABI
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000063==============================
64
65In the past, extension modules built for one Python version were often
66not usable with other Python versions. Particularly on Windows, every
67feature release of Python required rebuilding all extension modules that
68one wanted to use. This requirement was the result of the free access to
69Python interpreter internals that extension modules could use.
70
71With Python 3.2, an alternative approach becomes available: extension
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000072modules which restrict themselves to a limited API (by defining
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000073Py_LIMITED_API) cannot use many of the internals, but are constrained
74to a set of API functions that are promised to be stable for several
75releases. As a consequence, extension modules built for 3.2 in that
76mode will also work with 3.3, 3.4, and so on. Extension modules that
77make use of details of memory structures can still be built, but will
78need to be recompiled for every feature release.
79
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000080.. seealso::
81
Georg Brandl65b2eb92010-12-05 11:42:38 +000082 :pep:`384` - Defining a Stable ABI
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000083 PEP written by Martin von Löwis.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000084
Raymond Hettingerca904be2011-01-18 00:02:40 +000085
Raymond Hettingera5a35542010-12-05 00:39:18 +000086PEP 389: Argparse Command Line Parsing Module
87=============================================
88
89A new module for command line parsing, :mod:`argparse`, was introduced to
90overcome the limitations of :mod:`optparse` which did not provide support for
Raymond Hettinger677e10a2010-12-07 06:45:30 +000091positional arguments (not just options), subcommands, required options and other
Raymond Hettinger413abbc2010-12-05 07:06:47 +000092common patterns of specifying and validating options.
Raymond Hettingera5a35542010-12-05 00:39:18 +000093
Raymond Hettinger9c2fc472011-01-31 06:14:48 +000094This module has already had widespread success in the community as a
Raymond Hettingerb1ff4022010-12-08 11:19:45 +000095third-party module. Being more fully featured than its predecessor, the
96:mod:`argparse` module is now the preferred module for command-line processing.
97The older module is still being kept available because of the substantial amount
98of legacy code that depends on it.
Raymond Hettingera5a35542010-12-05 00:39:18 +000099
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000100Here's an annotated example parser showing features like limiting results to a
101set of choices, specifying a *metavar* in the help screen, validating that one
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +0000102or more positional arguments is present, and making a required option::
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000103
104 import argparse
105 parser = argparse.ArgumentParser(
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000106 description = 'Manage servers', # main description for help
107 epilog = 'Tested on Solaris and Linux') # displayed after help
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000108 parser.add_argument('action', # argument name
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000109 choices = ['deploy', 'start', 'stop'], # three allowed values
110 help = 'action on each target') # help msg
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000111 parser.add_argument('targets',
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000112 metavar = 'HOSTNAME', # var name used in help msg
113 nargs = '+', # require one or more targets
114 help = 'url for target machines') # help msg explanation
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000115 parser.add_argument('-u', '--user', # -u or --user option
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000116 required = True, # make it a required argument
117 help = 'login as user')
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000118
119Example of calling the parser on a command string::
120
121 >>> cmd = 'deploy sneezy.example.com sleepy.example.com -u skycaptain'
122 >>> result = parser.parse_args(cmd.split())
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000123 >>> result.action
124 'deploy'
125 >>> result.targets
126 ['sneezy.example.com', 'sleepy.example.com']
127 >>> result.user
128 'skycaptain'
129
130Example of the parser's automatically generated help::
131
132 >>> parser.parse_args('-h'.split())
133
Raymond Hettinger3fcf0022010-12-08 01:13:53 +0000134 usage: manage_cloud.py [-h] -u USER
135 {deploy,start,stop} HOSTNAME [HOSTNAME ...]
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000136
137 Manage servers
138
139 positional arguments:
140 {deploy,start,stop} action on each target
141 HOSTNAME url for target machines
142
143 optional arguments:
144 -h, --help show this help message and exit
145 -u USER, --user USER login as user
146
147 Tested on Solaris and Linux
148
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000149An especially nice :mod:`argparse` feature is the ability to define subparsers,
150each with their own argument patterns and help displays::
151
152 import argparse
153 parser = argparse.ArgumentParser(prog='HELM')
154 subparsers = parser.add_subparsers()
155
156 parser_l = subparsers.add_parser('launch', help='Launch Control') # first subgroup
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000157 parser_l.add_argument('-m', '--missiles', action='store_true')
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000158 parser_l.add_argument('-t', '--torpedos', action='store_true')
159
Raymond Hettinger3094ed82010-12-18 09:41:32 +0000160 parser_m = subparsers.add_parser('move', help='Move Vessel', # second subgroup
161 aliases=('steer', 'turn')) # equivalent names
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000162 parser_m.add_argument('-c', '--course', type=int, required=True)
163 parser_m.add_argument('-s', '--speed', type=int, default=0)
164
165 $ ./helm.py --help # top level help (launch and move)
166 $ ./helm.py launch --help # help for launch options
167 $ ./helm.py launch --missiles # set missiles=True and torpedos=False
Raymond Hettinger3094ed82010-12-18 09:41:32 +0000168 $ ./helm.py steer --course 180 --speed 5 # set movement parameters
Raymond Hettingera5a35542010-12-05 00:39:18 +0000169
170.. seealso::
171
172 :pep:`389` - New Command Line Parsing Module
173 PEP written by Steven Bethard.
174
Raymond Hettingerbe9994e2011-01-19 08:44:33 +0000175 :ref:`upgrading-optparse-code` for details on the differences from :mod:`optparse`.
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000176
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000177
Éric Araujo4234ad42010-09-05 17:32:25 +0000178PEP 391: Dictionary Based Configuration for Logging
179====================================================
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000180
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000181The :mod:`logging` module provided two kinds of configuration, one style with
182function calls for each option or another style driven by an external file saved
183in a :mod:`ConfigParser` format. Those options did not provide the flexibility
Georg Brandl9e75cad2010-09-06 06:45:47 +0000184to create configurations from JSON or YAML files, nor did they support
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000185incremental configuration, which is needed for specifying logger options from a
186command line.
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000187
188To support a more flexible style, the module now offers
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000189:func:`logging.config.dictConfig` for specifying logging configuration with
190plain Python dictionaries. The configuration options include formatters,
191handlers, filters, and loggers. Here's a working example of a configuration
192dictionary::
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000193
Georg Brandlda0a2112010-09-05 11:28:33 +0000194 {"version": 1,
195 "formatters": {"brief": {"format": "%(levelname)-8s: %(name)-15s: %(message)s"},
196 "full": {"format": "%(asctime)s %(name)-15s %(levelname)-8s %(message)s"},
197 },
198 "handlers": {"console": {
199 "class": "logging.StreamHandler",
200 "formatter": "brief",
201 "level": "INFO",
202 "stream": "ext://sys.stdout"},
203 "console_priority": {
204 "class": "logging.StreamHandler",
205 "formatter": "full",
206 "level": "ERROR",
207 "stream": "ext://sys.stderr"},
208 },
209 "root": {"level": "DEBUG", "handlers": ["console", "console_priority"]}}
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000210
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000211
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000212If that dictionary is stored in a file called :file:`conf.json`, it can be
213loaded and called with code like this::
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000214
Raymond Hettingerca904be2011-01-18 00:02:40 +0000215 >>> import json, logging.config
216 >>> with open('conf.json', 'rb') as f:
217 conf = json.load(f)
218 >>> logging.config.dictConfig(conf)
219 >>> logging.info("Transaction completed normally")
220 >>> logging.critical("Abnormal termination")
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000221
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000222.. seealso::
223
224 :pep:`391` - Dictionary Based Configuration for Logging
225 PEP written by Vinay Sajip.
226
Raymond Hettingerca904be2011-01-18 00:02:40 +0000227
Georg Brandl97b20da2010-11-16 15:15:29 +0000228PEP 3148: The ``concurrent.futures`` module
229============================================
230
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000231Code for creating and managing concurrency is being collected in a new top-level
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000232namespace, *concurrent*. Its first member is a *futures* package which provides
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000233a uniform high-level interface for managing threads and processes.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000234
235The design for :mod:`concurrent.futures` was inspired by
236*java.util.concurrent.package*. In that model, a running call and its result
Raymond Hettingerc136b042011-01-18 07:15:39 +0000237are represented by a :class:`~concurrent.futures.Future` object that abstracts
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000238features common to threads, processes, and remote procedure calls. That object
239supports status checks (running or done), timeouts, cancellations, adding
Raymond Hettinger24a09412010-12-08 06:50:02 +0000240callbacks, and access to results or exceptions.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000241
242The primary offering of the new module is a pair of executor classes for
243launching and managing calls. The goal of the executors is to make it easier to
244use existing tools for making parallel calls. They save the effort needed to
245setup a pool of resources, launch the calls, create a results queue, add
246time-out handling, and limit the total number of threads, processes, or remote
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000247procedure calls.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000248
249Ideally, each application should share a single executor across multiple
250components so that process and thread limits can be centrally managed. This
251solves the design challenge that arises when each component has its own
252competing strategy for resource management.
253
Raymond Hettingerb1055192010-12-08 06:42:41 +0000254Both classes share a common interface with three methods:
255:meth:`~concurrent.futures.Executor.submit` for scheduling a callable and
256returning a :class:`~concurrent.futures.Future` object;
257:meth:`~concurrent.futures.Executor.map` for scheduling many asynchronous calls
Raymond Hettinger83d80792010-12-08 06:48:33 +0000258at a time, and :meth:`~concurrent.futures.Executor.shutdown` for freeing
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000259resources. The class is a :term:`context manager` and can be used in a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000260:keyword:`with` statement to assure that resources are automatically released
261when currently pending futures are done executing.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000262
Raymond Hettingerb1055192010-12-08 06:42:41 +0000263A simple of example of :class:`~concurrent.futures.ThreadPoolExecutor` is a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000264launch of four parallel threads for copying files::
Raymond Hettingerb1055192010-12-08 06:42:41 +0000265
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000266 import threading, shutil
267 with threading.ThreadPoolExecutor(max_workers=4) as e:
Raymond Hettingerb1055192010-12-08 06:42:41 +0000268 e.submit(shutil.copy, 'src1.txt', 'dest1.txt')
269 e.submit(shutil.copy, 'src2.txt', 'dest2.txt')
270 e.submit(shutil.copy, 'src3.txt', 'dest3.txt')
271 e.submit(shutil.copy, 'src3.txt', 'dest4.txt')
272
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000273.. seealso::
274
Raymond Hettingera5a35542010-12-05 00:39:18 +0000275 :pep:`3148` - Futures -- Execute Computations Asynchronously
Andrew M. Kuchling42877fe2010-12-15 02:37:01 +0000276 PEP written by Brian Quinlan.
Georg Brandl97b20da2010-11-16 15:15:29 +0000277
Raymond Hettinger83d80792010-12-08 06:48:33 +0000278 :ref:`Code for Threaded Parallel URL reads<threadpoolexecutor-example>`, an
279 example using threads to fetch multiple web pages in parallel.
280
281 :ref:`Code for computing prime numbers in
282 parallel<processpoolexecutor-example>`, an example demonstrating
283 :class:`~concurrent.futures.ProcessPoolExecutor`.
284
285
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000286PEP 3147: PYC Repository Directories
287=====================================
288
David Malcolm778645a2010-12-07 00:32:04 +0000289Python's scheme for caching bytecode in *.pyc* files did not work well in
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000290environments with multiple Python interpreters. If one interpreter encountered
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000291a cached file created by another interpreter, it would recompile the source and
292overwrite the cached file, thus losing the benefits of caching.
293
294The issue of "pyc fights" has become more pronounced as it has become
Éric Araujo4234ad42010-09-05 17:32:25 +0000295commonplace for Linux distributions to ship with multiple versions of Python.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000296These conflicts also arise with CPython alternatives such as Unladen Swallow.
297
298To solve this problem, Python's import machinery has been extended to use
Éric Araujo4234ad42010-09-05 17:32:25 +0000299distinct filenames for each interpreter. Instead of Python 3.2 and Python 3.3 and
300Unladen Swallow each competing for a file called "mymodule.pyc", they will now
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000301look for "mymodule.cpython-32.pyc", "mymodule.cpython-33.pyc", and
Éric Araujo4234ad42010-09-05 17:32:25 +0000302"mymodule.unladen10.pyc". And to prevent all of these new files from
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000303cluttering source directories, the *pyc* files are now collected in a
304"__pycache__" directory stored under the package directory.
305
306Aside from the filenames and target directories, the new scheme has a few
307aspects that are visible to the programmer:
308
Georg Brandlda0a2112010-09-05 11:28:33 +0000309* Imported modules now have a :attr:`__cached__` attribute which stores the name
310 of the actual file that was imported:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000311
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000312 >>> import collections
313 >>> collections.__cached__
314 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000315
316* The tag that is unique to each interpreter is accessible from the :mod:`imp`
Georg Brandlda0a2112010-09-05 11:28:33 +0000317 module:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000318
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000319 >>> import imp
320 >>> imp.get_tag()
321 'cpython-32'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000322
323* Scripts that try to deduce source filename from the imported file now need to
324 be smarter. It is no longer sufficient to simply strip the "c" from a ".pyc"
325 filename. Instead, use the new functions in the :mod:`imp` module:
326
Georg Brandlda0a2112010-09-05 11:28:33 +0000327 >>> imp.source_from_cache('c:/py32/lib/__pycache__/collections.cpython-32.pyc')
328 'c:/py32/lib/collections.py'
329 >>> imp.cache_from_source('c:/py32/lib/collections.py')
330 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000331
332* The :mod:`py_compile` and :mod:`compileall` modules have been updated to
Raymond Hettinger50307b62011-01-24 01:18:30 +0000333 reflect the new naming convention and target directory. The command-line
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000334 invocation of *compileall* has new command-line options: ``-i`` for
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000335 specifying a list of files and directories to compile and ``-b`` which causes
Raymond Hettinger50307b62011-01-24 01:18:30 +0000336 bytecode files to be written to their legacy location rather than
337 *__pycache__*.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000338
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000339* The :mod:`importlib.abc` module has been updated with new :term:`abstract base
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000340 classes <abstract base class>` for loading bytecode files. The obsolete
Raymond Hettinger66352d22011-01-17 22:33:11 +0000341 ABCs, :class:`~importlib.abc.PyLoader` and
Raymond Hettinger1dcc84e2011-01-17 21:55:40 +0000342 :class:`~importlib.abc.PyPycLoader`, have been deprecated (instructions on how
Raymond Hettinger66352d22011-01-17 22:33:11 +0000343 to stay Python 3.1 compatible are included with the documentation).
Brett Cannon83a682d2011-01-16 21:02:09 +0000344
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000345.. seealso::
346
347 :pep:`3147` - PYC Repository Directories
348 PEP written by Barry Warsaw.
349
Georg Brandlda0a2112010-09-05 11:28:33 +0000350
Georg Brandl3ad46752010-12-05 07:59:29 +0000351PEP 3149: ABI Version Tagged .so Files
352======================================
Georg Brandlf11c6c42010-09-03 22:20:58 +0000353
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000354The PYC repository directory allows multiple bytecode cache files to be
355co-located. This PEP implements a similar mechanism for shared object files by
356giving them a common directory and distinct names for each version.
Georg Brandlf11c6c42010-09-03 22:20:58 +0000357
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000358The common directory is "pyshared" and the file names are made distinct by
359identifying the Python implementation (such as CPython, PyPy, Jython, etc.), the
360major and minor version numbers, and optional build flags (such as "d" for
Éric Araujo4234ad42010-09-05 17:32:25 +0000361debug, "m" for pymalloc, "u" for wide-unicode). For an arbitrary package "foo",
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000362you may see these files when the distribution package is installed::
363
364 /usr/share/pyshared/foo.cpython-32m.so
365 /usr/share/pyshared/foo.cpython-33md.so
366
367In Python itself, the tags are accessible from functions in the :mod:`sysconfig`
368module::
369
370 >>> import sysconfig
371 >>> sysconfig.get_config_var('SOABI') # find the version tag
372 'cpython-32mu'
373 >>> sysconfig.get_config_var('SO') # find the full filename extension
374 'cpython-32mu.so'
375
376.. seealso::
377
378 :pep:`3149` - ABI Version Tagged .so Files
379 PEP written by Barry Warsaw.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000380
Raymond Hettingerca904be2011-01-18 00:02:40 +0000381
Raymond Hettinger3df46212011-01-06 02:01:26 +0000382PEP 3333: Python Web Server Gateway Interface v1.0.1
383=====================================================
384
385This informational PEP clarifies how bytes/text issues are to be handled by the
386WGSI protocol. The challenge is that string handling in Python 3 is most
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000387conveniently handled with the :class:`str` type even though the HTTP protocol
Raymond Hettinger3df46212011-01-06 02:01:26 +0000388is itself bytes oriented.
389
390The PEP differentiates so-called *native strings* that are used for
391request/response headers and metadata versus *byte strings* which are used for
392the bodies of requests and responses.
393
394The *native strings* are always of type :class:`str` but are restricted to code
Georg Brandl52a43b52011-01-16 09:11:45 +0000395points between *U+0000* through *U+00FF* which are translatable to bytes using
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000396*Latin-1* encoding. These strings are used for the keys and values in the
Raymond Hettinger9c2fc472011-01-31 06:14:48 +0000397environment dictionary and for response headers and statuses in the
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000398:func:`start_response` function. They must follow :rfc:`2616` with respect to
Raymond Hettinger3df46212011-01-06 02:01:26 +0000399encoding. That is, they must either be *ISO-8859-1* characters or use
400:rfc:`2047` MIME encoding.
401
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000402For developers porting WSGI applications from Python 2, here are the salient
403points:
404
405* If the app already used strings for headers in Python 2, no change is needed.
406
407* If instead, the app encoded output headers or decoded input headers, then the
408 headers will need to be re-encoded to Latin-1. For example, an output header
409 encoded in utf-8 was using ``h.encode('utf-8')`` now needs to convert from
410 bytes to native strings using ``h.encode('utf-8').decode('latin-1')``.
411
412* Values yielded by an application or sent using the :meth:`write` method
Raymond Hettinger51e21072011-01-10 23:38:15 +0000413 must be byte strings. The :func:`start_response` function and environ
414 must use native strings. The two cannot be mixed.
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000415
416For server implementers writing CGI-to-WSGI pathways or other CGI-style
417protocols, the users must to be able access the environment using native strings
Raymond Hettingerc136b042011-01-18 07:15:39 +0000418even though the underlying platform may have a different convention. To bridge
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000419this gap, the :mod:`wsgiref` module has a new function,
420:func:`wsgiref.handlers.read_environ` for transcoding CGI variables from
421:attr:`os.environ` into native strings and returning a new dictionary.
Raymond Hettinger3df46212011-01-06 02:01:26 +0000422
423.. seealso::
424
425 :pep:`3333` - Python Web Server Gateway Interface v1.0.1
426 PEP written by Phillip Eby.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000427
Raymond Hettingerca904be2011-01-18 00:02:40 +0000428
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000429Other Language Changes
430======================
431
432Some smaller changes made to the core Python language are:
433
Raymond Hettingere5e1a982010-12-05 08:35:21 +0000434* String formatting for :func:`format` and :meth:`str.format` gained new
435 capabilities for the format character **#**. Previously, for integers in
436 binary, octal, or hexadecimal, it caused the output to be prefixed with '0b',
437 '0o', or '0x' respectively. Now it can also handle floats, complex, and
438 Decimal, causing the output to always have a decimal point even when no digits
439 follow it.
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000440
441 >>> format(20, '#o')
442 '0o24'
443 >>> format(12.34, '#5.0f')
444 ' 12.'
445
446 (Suggested by Mark Dickinson and implemented by Eric Smith in :issue:`7094`.)
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000447
Raymond Hettinger08d42932011-01-29 08:51:57 +0000448* There is also a new :meth:`str.format_map` method that extends the
449 capabilities of the existing :meth:`str.format` method by accepting arbitrary
450 :term:`mapping` objects. This new method makes it possible to use string
451 formatting with any of one of Python's many dictionary-like tools such as
452 :class:`~collections.defaultdict`, :class:`~shelve.Shelf`,
Eli Benderskyd7cde5d2011-01-31 04:05:52 +0000453 :class:`~configparser.ConfigParser`, or :mod:`dbm`. It is also useful with
Raymond Hettinger08d42932011-01-29 08:51:57 +0000454 custom :class:`dict` subclasses that normalize keys before look-up or that
455 supply a :meth:`__missing__` method for unknown keys::
Eric Smith598b5132011-01-28 20:23:25 +0000456
Raymond Hettinger08d42932011-01-29 08:51:57 +0000457 >>> import shelve
458 >>> d = shelve.open('tmp.shl')
459 >>> 'The {project_name} status is {status} as of {date}'.format_map(d)
460 'The testing project status is green as of February 15, 2011'
Eric Smith598b5132011-01-28 20:23:25 +0000461
Raymond Hettinger08d42932011-01-29 08:51:57 +0000462 >>> class LowerCasedDict(dict):
463 def __getitem__(self, key):
464 return dict.__getitem__(self, key.lower())
465 >>> lcd = LowerCasedDict(part='widgets', quantity=10)
466 >>> 'There are {QUANTITY} {Part} in stock'.format_map(lcd)
467 'There are 10 widgets in stock'
Eric Smith598b5132011-01-28 20:23:25 +0000468
Raymond Hettinger08d42932011-01-29 08:51:57 +0000469 >>> class PlaceholderDict(dict):
470 def __missing__(self, key):
471 return '<{}>'.format(key)
472 >>> 'Hello {name}, welcome to {location}'.format_map(PlaceholderDict())
473 'Hello <name>, welcome to <location>'
Eric Smith598b5132011-01-28 20:23:25 +0000474
Raymond Hettinger08d42932011-01-29 08:51:57 +0000475 (Suggested by Raymond Hettinger and implemented by Eric Smith in
476 :issue:`6081`.)
Eric Smith598b5132011-01-28 20:23:25 +0000477
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000478* The interpreter can now be started with a quiet option, ``-q``, to suppress
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000479 the copyright and version information from being displayed in the interactive
480 mode. The option can be introspected using the :attr:`sys.flags` attribute::
Raymond Hettinger7d967712011-01-05 20:24:08 +0000481
482 $ python -q
483 >>> sys.flags
484 sys.flags(debug=0, division_warning=0, inspect=0, interactive=0,
485 optimize=0, dont_write_bytecode=0, no_user_site=0, no_site=0,
486 ignore_environment=0, verbose=0, bytes_warning=0, quiet=1)
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000487
Raymond Hettinger51e21072011-01-10 23:38:15 +0000488 (Contributed by Marcin Wojdyr in :issue:`1772833`).
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000489
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000490* The :func:`hasattr` function works by calling :func:`getattr` and detecting
491 whether an exception is raised. This technique allows it to detect methods
492 created dynamically by :meth:`__getattr__` or :meth:`__getattribute__` which
Raymond Hettinger90a4b312011-01-06 02:08:30 +0000493 would otherwise be absent from the class dictionary. Formerly, *hasattr*
494 would catch any exception, possibly masking genuine errors. Now, *hasattr*
495 has been tightened to only catch :exc:`AttributeError` and let other
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000496 exceptions pass through::
497
498 >>> class A:
Raymond Hettinger2270d582011-01-20 09:04:39 +0000499 @property
500 def f(self):
501 return 1 // 0
Raymond Hettinger03ca1a92011-01-20 04:12:37 +0000502
503 >>> a = A()
504 >>> hasattr(a, 'f')
505 Traceback (most recent call last):
506 ...
507 ZeroDivisionError: integer division or modulo by zero
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000508
Raymond Hettingera55ffbc2010-12-15 18:31:57 +0000509 (Discovered by Yury Selivanov and fixed by Benjamin Peterson; :issue:`9666`.)
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000510
Éric Araujo4234ad42010-09-05 17:32:25 +0000511* The :func:`str` of a float or complex number is now the same as its
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000512 :func:`repr`. Previously, the :func:`str` form was shorter but that just
Éric Araujo4234ad42010-09-05 17:32:25 +0000513 caused confusion and is no longer needed now that the shortest possible
Georg Brandlda0a2112010-09-05 11:28:33 +0000514 :func:`repr` is displayed by default:
Raymond Hettingerbb734c62010-09-05 05:56:44 +0000515
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000516 >>> repr(math.pi)
517 '3.141592653589793'
518 >>> str(math.pi)
519 '3.141592653589793'
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000520
Georg Brandlda0a2112010-09-05 11:28:33 +0000521 (Proposed and implemented by Mark Dickinson; :issue:`9337`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000522
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000523* :class:`memoryview` objects now have a :meth:`~memoryview.release()` method
524 and they also now support the context manager protocol. This allows timely
525 release of any resources that were acquired when requesting a buffer from the
526 original object.
Antoine Pitroud3052002010-09-15 15:09:40 +0000527
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000528 >>> with memoryview(b'abcdefgh') as v:
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000529 print(v.tolist())
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000530 [97, 98, 99, 100, 101, 102, 103, 104]
531
Antoine Pitroud3052002010-09-15 15:09:40 +0000532 (Added by Antoine Pitrou; :issue:`9757`.)
533
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000534* Previously it was illegal to delete a name from the local namespace if it
535 occurs as a free variable in a nested block::
536
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000537 def outer(x):
538 def inner():
539 return x
540 inner()
541 del x
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000542
543 This is now allowed. Remember that the target of an :keyword:`except` clause
544 is cleared, so this code which used to work with Python 2.6, raised a
545 :exc:`SyntaxError` with Python 3.1 and now works again::
546
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000547 def f():
548 def print_error():
549 print(e)
550 try:
551 something
552 except Exception as e:
553 print_error()
554 # implicit "del e" here
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000555
556 (See :issue:`4617`.)
557
Raymond Hettinger480ed782010-12-15 22:07:15 +0000558* The internal :c:type:`structsequence` tool now creates subclasses of tuple.
Raymond Hettinger51e21072011-01-10 23:38:15 +0000559 This means that C structures like those returned by :func:`os.stat`,
Raymond Hettingera275c982011-01-20 04:03:19 +0000560 :func:`time.gmtime`, and :attr:`sys.version_info` now work like a
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000561 :term:`named tuple` and now work with functions and methods that
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000562 expect a tuple as an argument. This is a big step forward in making the C
Raymond Hettingera275c982011-01-20 04:03:19 +0000563 structures as flexible as their pure Python counterparts:
564
565 >>> isinstance(sys.version_info, tuple)
566 True
567 >>> 'Version %d.%d.%d %s(%d)' % sys.version_info
568 'Version 3.2.0 final(0)'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000569
570 (Suggested by Arfrever Frehtes Taifersar Arahesis and implemented
571 by Benjamin Peterson in :issue:`8413`.)
572
Raymond Hettingerc8a16862011-01-18 09:01:34 +0000573* Warnings are now easier to control using the :envvar:`PYTHONWARNINGS`
Raymond Hettingera275c982011-01-20 04:03:19 +0000574 environment variable as an alternative to using ``-W`` at the command line::
575
576 $ export PYTHONWARNINGS='ignore::RuntimeWarning::,once::UnicodeWarning::'
Raymond Hettinger480ed782010-12-15 22:07:15 +0000577
578 (Suggested by Barry Warsaw and implemented by Philip Jenvey in :issue:`7301`.)
579
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000580* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000581 emitted when potential issues with resource consumption or cleanup
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000582 are detected. It is silenced by default in normal release builds but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000583 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000584 module, or on the command line.
585
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000586 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Raymond Hettingerd0d59b12011-01-24 05:07:13 +0000587 :data:`gc.garbage` list isn't empty, and if :attr:`gc.DEBUG_UNCOLLECTABLE` is
588 set, all uncollectable objects are printed. This is meant to make the
589 programmer aware that their code contains object finalization issues.
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000590
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000591 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000592 without having been explicitly closed. While the deallocator for such
593 object ensures it closes the underlying operating system resource
594 (usually, a file descriptor), the delay in deallocating the object could
595 produce various issues, especially under Windows. Here is an example
596 of enabling the warning from the command line::
597
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000598 $ python -q -Wdefault
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000599 >>> f = open("foo", "wb")
600 >>> del f
601 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000602
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000603 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000604
Raymond Hettingera0266332010-12-07 08:52:41 +0000605* :class:`range` objects now support *index* and *count* methods. This is part
606 of an effort to make more objects fully implement the
607 :class:`collections.Sequence` :term:`abstract base class`. As a result, the
608 language will have a more uniform API. In addition, :class:`range` objects
Raymond Hettingerb9656292011-01-16 18:22:06 +0000609 now support slicing and negative indices, even with values larger than
610 :attr:`sys.maxsize`. This makes *range* more interoperable with lists::
Raymond Hettinger2ffa6712010-12-08 10:18:21 +0000611
612 >>> range(0, 100, 2).count(10)
613 1
614 >>> range(0, 100, 2).index(10)
615 5
616 >>> range(0, 100, 2)[5]
617 10
618 >>> range(0, 100, 2)[0:5]
619 range(0, 10, 2)
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000620
Raymond Hettingerb9656292011-01-16 18:22:06 +0000621 (Contributed by Daniel Stutzbach in :issue:`9213`, by Alexander Belopolsky
622 in :issue:`2690`, and by Nick Coghlan in :issue:`10889`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000623
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000624* The :func:`callable` builtin function from Py2.x was resurrected. It provides
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000625 a concise, readable alternative to using an :term:`abstract base class` in an
Raymond Hettinger792c0762010-12-09 16:41:54 +0000626 expression like ``isinstance(x, collections.Callable)``:
627
628 >>> callable(max)
629 True
630 >>> callable(20)
631 False
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000632
633 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000634
Raymond Hettinger93c8cad2011-01-18 00:30:24 +0000635* Python's import mechanism can now load modules installed in directories with
Raymond Hettingera275c982011-01-20 04:03:19 +0000636 non-ASCII characters in the path name:
637
638 >>> import møøse.bites
Raymond Hettinger070ec702010-12-10 17:45:13 +0000639
640 (Required extensive work by Victor Stinner in :issue:`9425`.)
641
642
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000643New, Improved, and Deprecated Modules
644=====================================
645
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000646Python's standard library has undergone significant maintenance efforts and
647quality improvements.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000648
649The biggest news for Python 3.2 is that the :mod:`email` package and
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000650:mod:`nntplib` modules now work correctly with the bytes/text model in Python 3.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000651For the first time, there is correct handling of inputs with mixed encodings.
652
Raymond Hettinger6046e222010-12-16 00:21:08 +0000653Throughout the standard library, there has been more careful attention to
654encodings and text versus bytes issues. In particular, interactions with the
655operating system are now better able to pass non-ASCII data using the Windows
Raymond Hettingerba5512f2011-01-18 08:28:01 +0000656MBCS encoding, locale-aware encodings, or UTF-8.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000657
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000658Another significant win is the addition of substantially better support for
659*SSL* connections and security certificates.
660
Raymond Hettinger51e21072011-01-10 23:38:15 +0000661In addition, more classes now implement a :term:`context manager` to support
Raymond Hettingerc136b042011-01-18 07:15:39 +0000662convenient and reliable resource clean-up using a :keyword:`with` statement.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000663
Raymond Hettinger0358a172010-12-15 19:00:38 +0000664email
665-----
666
667The usability of the :mod:`email` package in Python 3 has been mostly fixed by
668the extensive efforts of R. David Murray. The problem was that emails are
669typically read and stored in the form of :class:`bytes` rather than :class:`str`
670text, and they may contain multiple encodings within a single email. So, the
671email package had to be extended to parse and generate email messages in bytes
672format.
673
674* New functions :func:`~email.message_from_bytes` and
675 :func:`~email.message_from_binary_file`, and new classes
676 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
677 allow binary message data to be parsed into model objects.
678
679* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
680 will by default decode a message body that has a
681 :mailheader:`Content-Transfer-Encoding` of *8bit* using the charset
682 specified in the MIME headers and return the resulting string.
683
684* Given bytes input to the model, :class:`~email.generator.Generator` will
685 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
686 *8bit* to instead have a *7bit* :mailheader:`Content-Transfer-Encoding`.
Raymond Hettingerc08ea612011-01-08 10:32:31 +0000687
Raymond Hettingercf8a3822011-01-11 21:20:20 +0000688 Headers with unencoded non-ASCII bytes are deemed to be :rfc:`2047`\ -encoded
689 using the *unknown-8bit* character set.
Raymond Hettinger0358a172010-12-15 19:00:38 +0000690
691* A new class :class:`~email.generator.BytesGenerator` produces bytes as output,
692 preserving any unchanged non-ASCII data that was present in the input used to
693 build the model, including message bodies with a
694 :mailheader:`Content-Transfer-Encoding` of *8bit*.
695
696* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
697 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
698 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
699 :class:`~email.message.Message` object and can optionally obtain the
700 *from_addr* and *to_addrs* addresses directly from the object.
701
Raymond Hettinger0358a172010-12-15 19:00:38 +0000702(Proposed and implemented by R. David Murray, :issue:`4661` and :issue:`10321`.)
703
Raymond Hettinger6046e222010-12-16 00:21:08 +0000704elementtree
705-----------
706
Georg Brandl5d53fdd2010-12-18 11:58:12 +0000707The :mod:`xml.etree.ElementTree` package and its :mod:`xml.etree.cElementTree`
Raymond Hettinger6046e222010-12-16 00:21:08 +0000708counterpart have been updated to version 1.3.
709
710Several new and useful functions and methods have been added:
711
712* :func:`xml.etree.ElementTree.fromstringlist` which builds an XML document
713 from a sequence of fragments
714* :func:`xml.etree.ElementTree.register_namespace` for registering a global
715 namespace prefix
716* :func:`xml.etree.ElementTree.tostringlist` for string representation
717 including all sublists
718* :meth:`xml.etree.ElementTree.Element.extend` for appending a sequence of zero
719 or more elements
720* :meth:`xml.etree.ElementTree.Element.iterfind` searches an element and
721 subelements
722* :meth:`xml.etree.ElementTree.Element.itertext` creates a text iterator over
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000723 an element and its subelements
Raymond Hettinger6046e222010-12-16 00:21:08 +0000724* :meth:`xml.etree.ElementTree.TreeBuilder.end` closes the current element
725* :meth:`xml.etree.ElementTree.TreeBuilder.doctype` handles a doctype
726 declaration
727
728Two methods have been deprecated:
729
730* :meth:`xml.etree.ElementTree.getchildren` use ``list(elem)`` instead.
731* :meth:`xml.etree.ElementTree.getiterator` use ``Element.iter`` instead.
732
733For details of the update, see `Introducing ElementTree
734<http://effbot.org/zone/elementtree-13-intro.htm>`_ on Fredrik Lundh's website.
735
Antoine Pitrou12de8ac2010-12-16 13:33:56 +0000736(Contributed by Florent Xicluna and Fredrik Lundh, :issue:`6472`.)
Raymond Hettinger0358a172010-12-15 19:00:38 +0000737
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000738functools
739---------
740
Éric Araujo4234ad42010-09-05 17:32:25 +0000741* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000742 calls. :func:`functools.lru_cache` can save repeated queries to an external
743 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000744
Raymond Hettinger86f96132010-08-06 23:23:49 +0000745 For example, adding a caching decorator to a database query function can save
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000746 database accesses for popular searches:
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000747
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000748 >>> import functools
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000749 >>> @functools.lru_cache(maxsize=300)
750 >>> def get_phone_number(name):
751 c = conn.cursor()
752 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
753 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000754
Georg Brandlda0a2112010-09-05 11:28:33 +0000755 >>> for name in user_requests:
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +0000756 get_phone_number(name) # cached lookup
Raymond Hettinger7496b412010-11-30 19:15:45 +0000757
758 To help with choosing an effective cache size, the wrapped function is
759 instrumented for tracking cache statistics:
760
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000761 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000762 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000763
Raymond Hettingerf3098282010-08-15 03:30:45 +0000764 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000765 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000766
Georg Brandlda0a2112010-09-05 11:28:33 +0000767 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000768
Raymond Hettinger6e353942010-12-04 23:42:12 +0000769 (Contributed by Raymond Hettinger and incorporating design ideas from
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000770 Jim Baker, Miki Tebeka, and Nick Coghlan.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000771
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000772* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
773 pointing to the original callable function. This allows wrapped functions to
774 be introspected. It also copies :attr:`__annotations__` if defined. And now
775 it also gracefully skips over missing attributes such as :attr:`__doc__` which
Raymond Hettinger5eb63902010-12-09 23:43:34 +0000776 might not be defined for the wrapped callable.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000777
Raymond Hettinger7a168d92011-01-21 04:59:00 +0000778 In the above example, the cache can be removed by recovering the original
779 function:
780
781 >>> get_phone_number = get_phone_number.__wrapped__ # uncached function
782
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000783 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
784 :issue:`8814`.)
785
Raymond Hettinger6046e222010-12-16 00:21:08 +0000786* To help write classes with rich comparison methods, a new decorator
787 :func:`functools.total_ordering` will use a existing equality and inequality
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000788 methods to fill in the remaining methods.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000789
790 For example, supplying *__eq__* and *__lt__* will enable
791 :func:`~functools.total_ordering` to fill-in *__le__*, *__gt__* and *__ge__*::
792
793 @total_ordering
794 class Student:
795 def __eq__(self, other):
796 return ((self.lastname.lower(), self.firstname.lower()) ==
797 (other.lastname.lower(), other.firstname.lower()))
798 def __lt__(self, other):
799 return ((self.lastname.lower(), self.firstname.lower()) <
800 (other.lastname.lower(), other.firstname.lower()))
801
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000802 With the *total_ordering* decorator, the remaining comparison methods
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000803 are filled in automatically.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000804
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000805 (Contributed by Raymond Hettinger.)
Raymond Hettingerf35a34c2010-12-22 09:11:54 +0000806
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000807* To aid in porting programs from Python 2, the :func:`functools.cmp_to_key`
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000808 function converts an old-style comparison function to
Raymond Hettinger6046e222010-12-16 00:21:08 +0000809 modern :term:`key function`:
810
811 >>> # locale-aware sort order
812 >>> sorted(iterable, key=cmp_to_key(locale.strcoll))
813
814 For sorting examples and a brief sorting tutorial, see the `Sorting HowTo
815 <http://wiki.python.org/moin/HowTo/Sorting/>`_ tutorial.
816
817 (Contributed by Raymond Hettinger.)
818
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000819itertools
820---------
821
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000822* The :mod:`itertools` module has a new :func:`~itertools.accumulate` function
Raymond Hettinger4bea9782011-01-19 04:14:34 +0000823 modeled on APL's *scan* operator and Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000824
825 >>> list(accumulate(8, 2, 50))
826 [8, 10, 60]
827
828 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
829 >>> list(accumulate(prob_dist)) # cumulative probability distribution
830 [0.1, 0.5, 0.7, 1.0]
831
832 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
833 the random module <random-examples>`.
834
835 (Contributed by Raymond Hettinger and incorporating design suggestions
836 from Mark Dickinson.)
837
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000838collections
839-----------
840
Raymond Hettinger792c0762010-12-09 16:41:54 +0000841* The :class:`collections.Counter` class now has two forms of in-place
842 subtraction, the existing *-=* operator for `saturating subtraction
843 <http://en.wikipedia.org/wiki/Saturation_arithmetic>`_ and the new
844 :meth:`~collections.Counter.subtract` method for regular subtraction. The
845 former is suitable for `multisets <http://en.wikipedia.org/wiki/Multiset>`_
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000846 which only have positive counts, and the latter is more suitable for use cases
Raymond Hettinger792c0762010-12-09 16:41:54 +0000847 that allow negative counts:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000848
Raymond Hettinger792c0762010-12-09 16:41:54 +0000849 >>> tally = Counter(dogs=5, cat=3)
850 >>> tally -= Counter(dogs=2, cats=8) # saturating subtraction
851 >>> tally
852 Counter({'dogs': 3})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000853
Raymond Hettinger792c0762010-12-09 16:41:54 +0000854 >>> tally = Counter(dogs=5, cats=3)
855 >>> tally.subtract(dogs=2, cats=8) # regular subtraction
856 >>> tally
857 Counter({'dogs': 3, 'cats': -5})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000858
Raymond Hettinger792c0762010-12-09 16:41:54 +0000859 (Contributed by Raymond Hettinger.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000860
Raymond Hettingere0a96002010-12-15 17:54:13 +0000861* The :class:`collections.OrderedDict` class has a new method
862 :meth:`~collections.OrderedDict.move_to_end` which takes an existing key and
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000863 moves it to either the first or last position in the ordered sequence.
864
865 The default is to move an item to the last position. This is equivalent of
866 renewing an entry with ``od[k] = od.pop(k)``.
867
868 A fast move-to-end operation is useful for resequencing entries. For example,
Raymond Hettinger00db6aa2011-01-20 09:47:04 +0000869 an ordered dictionary can be used to track order of access by aging entries
870 from the oldest to the most recently accessed.
Raymond Hettingere0a96002010-12-15 17:54:13 +0000871
872 >>> d = OrderedDict.fromkeys(['a', 'b', 'X', 'd', 'e'])
873 >>> list(d)
874 ['a', 'b', 'X', 'd', 'e']
Raymond Hettinger23ab1012011-01-18 20:25:04 +0000875 >>> d.move_to_end('X')
Raymond Hettingere0a96002010-12-15 17:54:13 +0000876 >>> list(d)
877 ['a', 'b', 'd', 'e', 'X']
Raymond Hettingere0a96002010-12-15 17:54:13 +0000878
Raymond Hettinger6046e222010-12-16 00:21:08 +0000879 (Contributed by Raymond Hettinger.)
880
Raymond Hettinger7ec790d2011-01-18 00:19:30 +0000881* The :class:`collections.deque` class grew two new methods
882 :meth:`~collections.deque.count` and :meth:`~collections.deque.reverse` that
883 make them more substitutable for :class:`list` objects:
Raymond Hettinger6046e222010-12-16 00:21:08 +0000884
885 >>> d = deque('simsalabim')
886 >>> d.count('s')
887 2
888 >>> d.reverse()
889 >>> d
890 deque(['m', 'i', 'b', 'a', 'l', 'a', 's', 'm', 'i', 's'])
891
892 (Contributed by Raymond Hettinger.)
893
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000894threading
895---------
896
897The :mod:`threading` module has a new :class:`~threading.Barrier`
898synchronization class for making multiple threads wait until all of them have
899reached a common barrier point. Barriers are useful for making sure that a task
900with multiple preconditions does not run until all of the predecessor tasks are
901complete.
902
903Barriers can work with an arbitrary number of threads. This is a generalization
904of a `Rendezvous <http://en.wikipedia.org/wiki/Synchronous_rendezvous>`_ which
905is defined for only two threads.
906
Raymond Hettinger15b47c52011-01-17 21:05:07 +0000907Implemented as a two-phase cyclic barrier, :class:`~threading.Barrier` objects
908are suitable for use in loops. The separate *filling* and *draining* phases
Raymond Hettingere0f1f322011-01-18 21:14:27 +0000909assure that all threads get released (drained) before any one of them can loop
910back and re-enter the barrier. The barrier fully resets after each cycle.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000911
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000912Example of using barriers::
913
914 def get_votes(site):
915 ballots = conduct_election(site)
916 all_polls_closed.wait() # do not count until all polls are closed
Raymond Hettinger97673652011-01-11 21:13:26 +0000917 totals = summarize(ballots)
918 publish(site, totals)
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000919
920 all_polls_closed = Barrier(len(sites))
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000921 for site in sites:
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000922 Thread(target=get_votes, args=(site,)).start()
923
924In this example, the barrier enforces a rule that votes cannot be counted at any
925polling site until all polls are closed. Notice how a solution with a barrier
926is similar to one with :meth:`threading.Thread.join`, but the threads stay alive
927and continue to do work (summarizing ballots) after the barrier point is
928crossed.
929
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000930If any of the predecessor tasks can hang or be delayed, a barrier can be created
931with an optional *timeout* parameter. Then if the timeout period elapses before
932all the predecessor tasks reach the barrier point, all waiting threads are
933released and a :exc:`~threading.BrokenBarrierError` exception is raised::
934
935 def get_votes(site):
936 ballots = conduct_election(site)
937 try:
938 all_polls_closed.wait(timeout = midnight - time.now())
David Malcolm49348642011-01-18 23:45:53 +0000939 except BrokenBarrierError:
Raymond Hettinger2c3865b2011-01-18 22:58:33 +0000940 lockbox = seal_ballots(ballots)
941 queue.put(lockbox)
942 else:
943 totals = summarize(ballots)
944 publish(site, totals)
945
946In this example, the barrier enforces a more robust rule. If some election
947sites do not finish before midnight, the barrier times-out and the ballots are
948sealed and deposited in a queue for later handling.
949
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000950See `Barrier Synchronization Patterns
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000951<http://parlab.eecs.berkeley.edu/wiki/_media/patterns/paraplop_g1_3.pdf>`_ for
952more examples of how barriers can be used in parallel computing. Also, there is
953a simple but thorough explanation of barriers in `The Little Book of Semaphores
954<http://greenteapress.com/semaphores/downey08semaphores.pdf>`_, *section 3.6*.
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000955
Raymond Hettinger3a8ae5f2011-01-11 20:51:45 +0000956(Contributed by Kristján Valur Jónsson with an API review by Jeffrey Yasskin in
957:issue:`8777`.)
Raymond Hettinger6655d112011-01-11 08:49:10 +0000958
Raymond Hettinger97673652011-01-11 21:13:26 +0000959datetime and time
960-----------------
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000961
Raymond Hettinger792c0762010-12-09 16:41:54 +0000962* The :mod:`datetime` module has a new type :class:`~datetime.timezone` that
963 implements the :class:`~datetime.tzinfo` interface by returning a fixed UTC
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000964 offset and timezone name. This makes it easier to create timezone-aware
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000965 datetime objects::
Alexander Belopolsky72572312010-12-08 21:21:56 +0000966
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000967 >>> import datetime
Alexander Belopolsky72572312010-12-08 21:21:56 +0000968
Raymond Hettinger14eb4c32011-01-26 01:13:26 +0000969 >>> datetime.now(timezone.utc)
970 datetime.datetime(2010, 12, 8, 21, 4, 2, 923754, tzinfo=datetime.timezone.utc)
971
972 >>> datetime.strptime("01/01/2000 12:00 +0000", "%m/%d/%Y %H:%M %z")
973 datetime.datetime(2000, 1, 1, 12, 0, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000974
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000975* Also, :class:`~datetime.timedelta` objects can now be multiplied by
Raymond Hettinger792c0762010-12-09 16:41:54 +0000976 :class:`float` and divided by :class:`float` and :class:`int` objects.
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000977 And :class:`~datetime.timedelta` objects can now divide one another.
Raymond Hettinger792c0762010-12-09 16:41:54 +0000978
Raymond Hettingerca904be2011-01-18 00:02:40 +0000979* The :meth:`datetime.date.strftime` method is no longer restricted to years
980 after 1900. The new supported year range is from 1000 to 9999 inclusive.
Alexander Belopolsky72572312010-12-08 21:21:56 +0000981
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000982* Whenever a two-digit year is used in a time tuple, the interpretation has been
983 governed by :attr:`time.accept2dyear`. The default is *True* which means that
984 for a two-digit year, the century is guessed according to the POSIX rules
985 governing the ``%y`` strptime format.
Alexander Belopolsky9ee94de2011-01-20 19:51:31 +0000986
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000987 Starting with Py3.2, use of the century guessing heuristic will emit a
988 :exc:`DeprecationWarning`. Instead, it is recommended that
989 :attr:`time.accept2dyear` be set to *False* so that large date ranges
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +0000990 can be used without guesswork::
Raymond Hettingerf1dae312011-01-21 03:00:00 +0000991
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +0000992 >>> import time, warnings
993 >>> warnings.resetwarnings() # remove the default warning filters
994
995 >>> time.accept2dyear = True # guess whether 11 means 11 or 2011
996 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
997 Warning (from warnings module):
998 ...
999 DeprecationWarning: Century info guessed for a 2-digit year.
1000 'Fri Jan 1 12:34:56 2011'
1001
1002 >>> time.accept2dyear = False # use the full range of allowable dates
1003 >>> time.asctime((11, 1, 1, 12, 34, 56, 4, 1, 0))
1004 'Fri Jan 1 12:34:56 11'
Raymond Hettingerf1dae312011-01-21 03:00:00 +00001005
1006 Several functions now have significantly expanded date ranges. When
1007 :attr:`time.accept2dyear` is false, the :func:`time.asctime` function will
1008 accept any year that fits in a C int, while the :func:`time.mktime` and
1009 :func:`time.strftime` functions will accept the full range supported by the
1010 corresponding operating system functions.
Alexander Belopolskybd96b062011-01-10 21:55:34 +00001011
Raymond Hettinger62399742011-01-30 00:55:47 +00001012(Contributed by Alexander Belopolsky and Victor Stinner in :issue:`1289118`,
1013:issue:`5094`, :issue:`6641`, :issue:`2706`, :issue:`1777412`, :issue:`8013`,
1014and :issue:`10827`.)
1015
1016.. XXX http://bugs.python.org/issue?%40search_text=datetime&%40sort=-activity
Alexander Belopolskybd96b062011-01-10 21:55:34 +00001017
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001018math
1019----
1020
Raymond Hettinger902f3202011-01-25 08:01:01 +00001021The :mod:`math` module has been updated with six new functions inspired by the
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001022C99 standard.
1023
1024The :func:`~math.isfinite` function provides a reliable and fast way to detect
1025special values. It returns *True* for regular numbers and *False* for *Nan* or
1026*Infinity*:
1027
1028>>> [isfinite(x) for x in (123, 4.56, float('Nan'), float('Inf'))]
1029[True, True, False, False]
1030
1031The :func:`~math.expm1` function computes ``e**x-1`` for small values of *x*
1032without incuring the loss of precision that usually accompanies the subtraction
1033of nearly equal quantities:
1034
1035>>> expm1(0.013671875) # more accurate way to compute e**x-1 for a small x
10360.013765762467652909
1037
Raymond Hettingerf9b8a192011-01-25 05:53:27 +00001038The :func:`~math.erf` function computes a probability integral or `Gaussian
Raymond Hettinger2f707c92011-01-25 06:58:01 +00001039error function <http://en.wikipedia.org/wiki/Error_function>`_. The
1040complementary error function, :func:`~math.erfc`, is ``1 - erf(x)``:
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001041
1042>>> erf(1.0/sqrt(2.0)) # portion of normal distribution within 1 standard deviation
10430.682689492137086
Raymond Hettinger2f707c92011-01-25 06:58:01 +00001044>>> erfc(1.0/sqrt(2.0)) # portion of normal distribution outside 1 standard deviation
10450.31731050786291404
1046>>> erf(1.0/sqrt(2.0)) + erfc(1.0/sqrt(2.0))
10471.0
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001048
Raymond Hettinger2c639062011-01-25 02:38:59 +00001049The :func:`~math.gamma` function is a continuous extension of the factorial
1050function. See http://en.wikipedia.org/wiki/Gamma_function for details. Because
1051the function is related to factorials, it grows large even for small values of
1052*x*, so there is also a :func:`~math.lgamma` function for computing the natural
1053logarithm of the gamma function:
Raymond Hettingera4cfb422011-01-25 02:35:58 +00001054
1055>>> gamma(7.0) # six factorial
1056720.0
1057>>> lgamma(801.0) # log(800 factorial)
10584551.950730698041
1059
1060(Contributed by Mark Dickinson.)
1061
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001062abc
1063---
Antoine Pitrou7d49bc92010-09-15 15:13:17 +00001064
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001065The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
1066:func:`~abc.abstractstaticmethod`.
Raymond Hettingera5a35542010-12-05 00:39:18 +00001067
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001068These tools make it possible to define an :term:`abstract base class` that
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001069requires a particular :func:`classmethod` or :func:`staticmethod` to be
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001070implemented::
1071
1072 class Temperature(metaclass=ABCMeta):
1073 @abc.abstractclassmethod
Raymond Hettingera80ab102011-01-24 18:19:01 +00001074 def from_fahrenheit(self, t):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001075 ...
1076 @abc.abstractclassmethod
Raymond Hettingera80ab102011-01-24 18:19:01 +00001077 def from_celsius(self, t):
Raymond Hettinger7ec790d2011-01-18 00:19:30 +00001078 ...
Antoine Pitrou7d49bc92010-09-15 15:13:17 +00001079
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001080(Patch submitted by Daniel Urban; :issue:`5867`.)
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001081
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001082io
1083--
1084
1085The :class:`io.BytesIO` has a new method, :meth:`~io.BytesIO.getbuffer`, which
1086provides functionality similar to :func:`memoryview`. It creates an editable
1087view of the data without making a copy. The buffer's random access and support
1088for slice notation are well-suited to in-place editing::
1089
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001090 >>> REC_LEN, LOC_START, LOC_LEN = 34, 7, 11
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001091
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001092 >>> def change_location(buffer, record_number, location):
1093 start = record_number * REC_LEN + LOC_START
1094 buffer[start: start+LOC_LEN] = location
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001095
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001096 >>> import io
Raymond Hettingerf4f0e6c2011-01-24 22:14:42 +00001097
1098 >>> byte_stream = io.BytesIO(
1099 b'G3805 storeroom Main chassis '
1100 b'X7899 shipping Reserve cog '
1101 b'L6988 receiving Primary sprocket'
1102 )
1103 >>> buffer = byte_stream.getbuffer()
1104 >>> change_location(buffer, 1, b'warehouse ')
1105 >>> change_location(buffer, 0, b'showroom ')
1106 >>> print(byte_stream.getvalue())
1107 b'G3805 showroom Main chassis ' ->
1108 b'X7899 warehouse Reserve cog ' ->
1109 b'L6988 receiving Primary sprocket'
1110
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001111(Contributed by Antoine Pitrou in :issue:`5506`.)
1112
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001113reprlib
1114-------
1115
1116When writing a :meth:`__repr__` method for a custom container, it is easy to
1117forget to handle the case where a member refers back to the container itself.
1118Python's builtin objects such as :class:`list` and :class:`set` handle
1119self-reference by displaying "..." in the recursive part of the representation
1120string.
1121
1122To help write such :meth:`__repr__` methods, the :mod:`reprlib` module has a new
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001123decorator, :func:`~reprlib.recursive_repr`, for detecting recursive calls to
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001124:meth:`__repr__` and substituting a placeholder string instead::
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001125
1126 >>> class MyList(list):
1127 @recursive_repr()
1128 def __repr__(self):
1129 return '<' + '|'.join(map(repr, self)) + '>'
1130
1131 >>> m = MyList('abc')
1132 >>> m.append(m)
1133 >>> m.append('x')
1134 >>> print(m)
1135 <'a'|'b'|'c'|...|'x'>
1136
Raymond Hettingercbc903b2011-01-23 21:13:27 +00001137(Contributed by Raymond Hettinger in :issue:`9826` and :issue:`9840`.)
Raymond Hettinger98b140c2011-01-23 21:05:46 +00001138
Raymond Hettinger50307b62011-01-24 01:18:30 +00001139csv
1140---
1141
1142The :mod:`csv` module now supports a new dialect, :class:`~csv.unix_dialect`,
1143which applies quoting for all fields and a traditional Unix style with ``'\n'`` as
1144the line terminator. The registered dialect name is ``unix``.
1145
1146The :class:`csv.DictWriter` has a new method,
1147:meth:`~csv.DictWriter.writeheader` for writing-out an initial row to document
1148the field names::
1149
1150 >>> import csv, sys
1151 >>> w = csv.DictWriter(sys.stdout, ['name', 'dept'], dialect='unix')
1152 >>> w.writeheader()
1153 "name","dept"
1154 >>> w.writerows([
1155 {'name': 'tom', 'dept': 'accounting'},
1156 {'name': 'susan', 'dept': 'Salesl'}])
1157 "tom","accounting"
1158 "susan","sales"
1159
1160(New dialect suggested by Jay Talbot in :issue:`5975`, and the new method
1161suggested by Ed Abraham in :issue:`1537721`.)
1162
Raymond Hettinger480ed782010-12-15 22:07:15 +00001163contextlib
1164----------
1165
1166There is a new and slightly mind-blowing tool
1167:class:`~contextlib.ContextDecorator` that is helpful for creating a
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001168:term:`context manager` that does double duty as a function decorator.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001169
1170As a convenience, this new functionality is used by
1171:func:`~contextlib.contextmanager` so that no extra effort is needed to support
1172both roles.
1173
1174The basic idea is that both context managers and function decorators can be used
1175for pre-action and post-action wrappers. Context managers wrap a group of
Raymond Hettingerc136b042011-01-18 07:15:39 +00001176statements using a :keyword:`with` statement, and function decorators wrap a
Raymond Hettinger480ed782010-12-15 22:07:15 +00001177group of statements enclosed in a function. So, occasionally there is a need to
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001178write a pre-action or post-action wrapper that can be used in either role.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001179
1180For example, it is sometimes useful to wrap functions or groups of statements
1181with a logger that can track the time of entry and time of exit. Rather than
1182writing both a function decorator and a context manager for the task, the
1183:func:`~contextlib.contextmanager` provides both capabilities in a single
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001184definition::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001185
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001186 from contextlib import contextmanager
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001187 import logging
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001188
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001189 logging.basicConfig(level=logging.INFO)
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001190
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001191 @contextmanager
1192 def track_entry_and_exit(name):
1193 logging.info('Entering: {}'.format(name))
1194 yield
1195 logging.info('Exiting: {}'.format(name))
Raymond Hettinger480ed782010-12-15 22:07:15 +00001196
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001197Formerly, this would have only been usable as a context manager::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001198
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001199 with track_entry_and_exit('widget loader'):
1200 print('Some time consuming activity goes here')
1201 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001202
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001203Now, it can be used as a decorator as well::
Raymond Hettinger480ed782010-12-15 22:07:15 +00001204
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001205 @track_entry_and_exit('widget loader')
1206 def activity():
1207 print('Some time consuming activity goes here')
1208 load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +00001209
1210Trying to fulfill two roles at once places some limitations on the technique.
1211Context managers normally have the flexibility to return an argument usable by
Raymond Hettingerc136b042011-01-18 07:15:39 +00001212a :keyword:`with` statement, but there is no parallel for function decorators.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001213
Raymond Hettinger9743e4f2010-12-16 02:24:12 +00001214In the above example, there is not a clean way for the *track_entry_and_exit*
Raymond Hettinger388af4b2011-01-06 20:55:29 +00001215context manager to return a logging instance for use in the body of enclosed
1216statements.
Raymond Hettinger480ed782010-12-15 22:07:15 +00001217
1218(Contributed by Michael Foord in :issue:`9110`.)
1219
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001220decimal and fractions
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001221---------------------
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001222
1223Mark Dickinson crafted an elegant and efficient scheme for assuring that
1224different numeric datatypes will have the same hash value whenever their actual
1225values are equal (:issue:`8188`)::
1226
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001227 assert hash(Fraction(3, 2)) == hash(1.5) == \
1228 hash(Decimal("1.5")) == hash(complex(1.5, 0))
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001229
Raymond Hettingere7dfe742011-01-24 09:17:24 +00001230Some of the hashing details are exposed through a new attribute,
1231:attr:`sys.hash_info`, which describes the bit width of the hash value, the
1232prime modulus, the hash values for *infinity* and *nan*, and the multiplier
1233used for the imaginary part of a number:
1234
1235>>> sys.hash_info
1236sys.hash_info(width=64, modulus=2305843009213693951, inf=314159, nan=0, imag=1000003)
1237
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001238An early decision to limit the inter-operability of various numeric types has
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001239been relaxed. It is still unsupported (and ill-advised) to have implicit
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001240mixing in arithmetic expressions such as ``Decimal('1.1') + float('1.1')``
1241because the latter loses information in the process of constructing the binary
1242float. However, since existing floating point value can be converted losslessly
1243to either a decimal or rational representation, it makes sense to add them to
1244the constructor and to support mixed-type comparisons.
1245
Raymond Hettingerbb9686f2010-12-16 00:53:05 +00001246* The :class:`decimal.Decimal` constructor now accepts :class:`float` objects
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001247 directly so there in no longer a need to use the :meth:`~decimal.Decimal.from_float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001248 method (:issue:`8257`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001249
1250* Mixed type comparisons are now fully supported so that
1251 :class:`~decimal.Decimal` objects can be directly compared with :class:`float`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001252 and :class:`fractions.Fraction` (:issue:`2531` and :issue:`8188`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001253
1254Similar changes were made to :class:`fractions.Fraction` so that the
1255:meth:`~fractions.Fraction.from_float()` and :meth:`~fractions.Fraction.from_decimal`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001256methods are no longer needed (:issue:`8294`):
1257
1258>>> Decimal(1.1)
1259Decimal('1.100000000000000088817841970012523233890533447265625')
1260>>> Fraction(1.1)
1261Fraction(2476979795053773, 2251799813685248)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001262
1263Another useful change for the :mod:`decimal` module is that the
1264:attr:`Context.clamp` attribute is now public. This is useful in creating
1265contexts that correspond to the decimal interchange formats specified in IEEE
1266754 (see :issue:`8540`).
1267
Raymond Hettinger6046e222010-12-16 00:21:08 +00001268(Contributed by Mark Dickinson and Raymond Hettinger.)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001269
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001270ftp
1271---
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001272
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001273The :class:`ftplib.FTP` class now supports the context manager protocol to
1274unconditionally consume :exc:`socket.error` exceptions and to close the FTP
1275connection when done::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +00001276
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001277 >>> from ftplib import FTP
1278 >>> with FTP("ftp1.at.proftpd.org") as ftp:
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001279 ftp.login()
1280 ftp.dir()
1281
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001282 '230 Anonymous login ok, restrictions apply.'
1283 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
1284 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
1285 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
1286 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Georg Brandlda0a2112010-09-05 11:28:33 +00001287
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001288Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
1289also grew auto-closing context managers::
1290
1291 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
1292 for line in f:
1293 process(line)
1294
1295(Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
1296by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +00001297
Antoine Pitroubcba4342011-01-16 18:29:34 +00001298The :class:`~ftplib.FTP_TLS` class now accepts a *context* parameter, which is a
1299:class:`ssl.SSLContext` object allowing bundling SSL configuration options,
Raymond Hettinger4854d142011-01-17 21:29:58 +00001300certificates and private keys into a single (potentially long-lived) structure.
Antoine Pitroubcba4342011-01-16 18:29:34 +00001301
1302(Contributed by Giampaolo Rodolà; :issue:`8806`.)
1303
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001304popen
1305-----
1306
1307The :func:`os.popen` and :func:`subprocess.Popen` functions now support
Raymond Hettingerc136b042011-01-18 07:15:39 +00001308:keyword:`with` statements for auto-closing of the file descriptors.
Georg Brandl3ad46752010-12-05 07:59:29 +00001309
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001310(Contributed by Antoine Pitrou in :issue:`7461`.)
1311
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001312select
1313------
1314
1315The :mod:`select` module now exposes a new, constant attribute,
Antoine Pitroucfad97b2011-01-25 17:24:57 +00001316:attr:`~select.PIPE_BUF`, which gives the minimum number of bytes which are
1317guaranteed not to block when :func:`select.select` says a pipe is ready
1318for writing.
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001319
1320>>> import select
1321>>> select.PIPE_BUF
1322512
1323
Giampaolo Rodolàac039ae2011-01-29 13:24:33 +00001324(Available on Unix systems. Patch by Sébastien Sablé in :issue:`9862`)
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001325
Raymond Hettinger6046e222010-12-16 00:21:08 +00001326gzip and zipfile
1327----------------
Antoine Pitroucd889af2010-10-06 21:13:56 +00001328
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001329:class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
1330:term:`abstract base class` (except for ``truncate()``). It also has a
1331:meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
1332zero-padded file objects.
Raymond Hettingera0266332010-12-07 08:52:41 +00001333
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001334The :mod:`gzip` module also gains the :func:`~gzip.compress` and
1335:func:`~gzip.decompress` functions for easier in-memory compression and
Raymond Hettinger51e21072011-01-10 23:38:15 +00001336decompression. Keep in mind that text needs to be encoded as :class:`bytes`
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001337before compressing and decompressing:
Raymond Hettingera0266332010-12-07 08:52:41 +00001338
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001339>>> s = 'Three shall be the number thou shalt count, '
1340>>> s += 'and the number of the counting shall be three'
1341>>> b = s.encode() # convert to utf-8
1342>>> len(b)
134389
1344>>> c = gzip.compress(b)
1345>>> len(c)
134677
1347>>> gzip.decompress(c).decode()[:42] # decompress and convert to text
1348'Three shall be the number thou shalt count,'
Antoine Pitroucd889af2010-10-06 21:13:56 +00001349
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001350(Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
1351Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
1352:issue:`2846`.)
1353
Raymond Hettinger6046e222010-12-16 00:21:08 +00001354Also, the :class:`zipfile.ZipExtFile` class was reworked internally to represent
1355files stored inside an archive. The new implementation is significantly faster
1356and can be wrapped in a :class:`io.BufferedReader` object for more speedups. It
1357also solves an issue where interleaved calls to *read* and *readline* gave the
1358wrong results.
1359
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001360(Patch submitted by Nir Aides in :issue:`7610`.)
Raymond Hettinger6046e222010-12-16 00:21:08 +00001361
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001362tarfile
1363-------
1364
1365The :class:`~tarfile.TarFile` class can now be used as a content manager. In
1366addition, its :meth:`~tarfile.TarFile.add` method has a new option, *filter*,
1367that controls which files are added to the archive and allows the file metadata
1368to be edited.
1369
1370The new *filter* option replaces the older, less flexible *exclude* parameter
1371which is now deprecated. If specified, the optional *filter* parameter needs to
1372be a :term:`keyword argument`. The user-supplied filter function accepts a
1373:class:`~tarfile.TarInfo` object and returns an updated
1374:class:`~tarfile.TarInfo` object, or if it wants the file to be excluded, the
1375function can return *None*::
1376
1377 >>> import tarfile, glob
1378
1379 >>> def myfilter(tarinfo):
1380 if tarinfo.isfile(): # only save real files
1381 tarinfo.uname = 'monty' # redact the user name
1382 return tarinfo
1383
Raymond Hettingere6f0abf2011-01-27 07:34:45 +00001384 >>> with tarfile.open(name='myarchive.tar.gz', mode='w:gz') as tf:
Raymond Hettinger7626ef92011-01-27 05:48:56 +00001385 for filename in glob.glob('*.txt'):
1386 tf.add(filename, filter=myfilter)
1387 tf.list()
1388 -rw-r--r-- monty/501 902 2011-01-26 17:59:11 annotations.txt
1389 -rw-r--r-- monty/501 123 2011-01-26 17:59:11 general_questions.txt
1390 -rw-r--r-- monty/501 3514 2011-01-26 17:59:11 prion.txt
1391 -rw-r--r-- monty/501 124 2011-01-26 17:59:11 py_todo.txt
1392 -rw-r--r-- monty/501 1399 2011-01-26 17:59:11 semaphore_notes.txt
1393
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001394(Proposed by Tarek Ziadé and implemented by Lars Gustäbel in :issue:`6856`.)
1395
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001396hashlib
1397-------
1398
1399The :mod:`hashlib` module has two new constant attributes listing the hashing
1400algorithms guaranteed to be present in all implementations and those available
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001401on the current implementation::
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001402
1403 >>> import hashlib
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001404
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001405 >>> hashlib.algorithms_guaranteed
1406 {'sha1', 'sha224', 'sha384', 'sha256', 'sha512', 'md5'}
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001407
Raymond Hettingerd0d59b12011-01-24 05:07:13 +00001408 >>> hashlib.algorithms_available
1409 {'md2', 'SHA256', 'SHA512', 'dsaWithSHA', 'mdc2', 'SHA224', 'MD4', 'sha256',
1410 'sha512', 'ripemd160', 'SHA1', 'MDC2', 'SHA', 'SHA384', 'MD2',
1411 'ecdsa-with-SHA1','md4', 'md5', 'sha1', 'DSA-SHA', 'sha224',
1412 'dsaEncryption', 'DSA', 'RIPEMD160', 'sha', 'MD5', 'sha384'}
1413
1414(Suggested by Carl Chenet in :issue:`7418`.)
1415
Raymond Hettinger50307b62011-01-24 01:18:30 +00001416ast
1417---
1418
1419The :mod:`ast` module has a wonderful a general-purpose tool for safely
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00001420evaluating expression strings using the Python literal
Raymond Hettinger50307b62011-01-24 01:18:30 +00001421syntax. The :func:`ast.literal_eval` function serves as a secure alternative to
1422the builtin :func:`eval` function which is easily abused. Python 3.2 adds
1423:class:`bytes` and :class:`set` literals to the list of supported types:
1424strings, bytes, numbers, tuples, lists, dicts, sets, booleans, and None.
1425
1426::
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001427
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001428 >>> from ast import literal_request
Raymond Hettinger50307b62011-01-24 01:18:30 +00001429
1430 >>> request = "{'req': 3, 'func': 'pow', 'args': (2, 0.5)}"
1431 >>> literal_eval(request)
1432 {'args': (2, 0.5), 'req': 3, 'func': 'pow'}
1433
1434 >>> request = "os.system('do something harmful')"
1435 >>> literal_eval(request)
1436 Traceback (most recent call last):
1437 ...
1438 ValueError: malformed node or string: <_ast.Call object at 0x101739a10>
1439
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001440(Implemented by Georg Brandl.)
1441
Raymond Hettinger2270d582011-01-20 09:04:39 +00001442os
1443--
1444
1445Different operating systems use various encodings for filenames and environment
1446variables. The :mod:`os` module provides two new functions,
1447:func:`~os.fsencode` and :func:`~os.fsdecode`, for encoding and decoding
1448filenames:
1449
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001450>>> filename = 'Sehenswürdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001451>>> os.fsencode(filename)
Raymond Hettinger2e042d32011-01-21 09:18:19 +00001452b'Sehensw\xc3\xbcrdigkeiten'
Raymond Hettinger2270d582011-01-20 09:04:39 +00001453
1454Some operating systems allow direct access to the unencoded bytes in the
1455environment. If so, the :attr:`os.supports_bytes_environ` constant will be
1456true.
1457
1458For direct access to unencoded environment variables (if available),
1459use the new :func:`os.getenvb` function or use :data:`os.environb`
1460which is a bytes version of :data:`os.environ`.
1461
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001462(Contributed by Victor Stinner.)
Raymond Hettinger2270d582011-01-20 09:04:39 +00001463
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001464shutil
1465------
1466
1467The :func:`shutil.copytree` function has two new options:
Antoine Pitroud67075e2010-07-31 22:48:02 +00001468
Antoine Pitrou121a0552011-01-16 18:16:52 +00001469* *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
Raymond Hettingerc136b042011-01-18 07:15:39 +00001470 copies a file pointed to by a symlink, not the symlink itself. This option
1471 will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001472
Antoine Pitrou121a0552011-01-16 18:16:52 +00001473* *copy_function*: is a callable that will be used to copy files.
1474 :func:`shutil.copy2` is used by default.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001475
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001476(Contributed by Tarek Ziadé.)
Antoine Pitroud67075e2010-07-31 22:48:02 +00001477
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001478In addition, the :mod:`shutil` module now supports :ref:`archiving operations
1479<archiving-operations>` for zipfiles, uncompressed tarfiles, gzipped tarfiles,
1480and bzipped tarfiles. And there are functions for registering additional
1481archiving file formats (such as xz compressed tarfiles or custom formats).
1482
1483The principal functions are :func:`~shutil.make_archive` and
1484:func:`~shutil.unpack_archive`. By default, both operate on the current
1485directory (which can be set by :func:`os.chdir`) and on any sub-directories.
1486The archive filename needs to specified with a full pathname. The archiving
1487step is non-destructive (the original files are left unchanged).
1488
1489::
1490
1491 >>> import shutil, pprint
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001492
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001493 >>> os.chdir('mydata') # change to the source directory
1494 >>> f = make_archive('/var/backup/mydata', 'zip') # archive the current directory
1495 >>> f # show the name of archive
1496 '/var/backup/mydata.zip'
1497 >>> os.chdir('tmp') # change to an unpacking
1498 >>> shutil.unpack_archive('/var/backup/mydata.zip') # recover the data
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001499
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001500 >>> pprint.pprint(shutil.get_archive_formats()) # display known formats
1501 [('bztar', "bzip2'ed tar-file"),
1502 ('gztar', "gzip'ed tar-file"),
1503 ('tar', 'uncompressed tar file'),
1504 ('zip', 'ZIP file')]
Raymond Hettingere3b8f7c2011-01-26 19:36:13 +00001505
Raymond Hettinger0929b1f2011-01-23 11:29:08 +00001506 >>> shutil.register_archive_format( # register a new archive format
1507 name = 'xz',
1508 function = 'xz.compress',
1509 extra_args = [('level', 8)],
1510 description = 'xz compression'
1511 )
1512
1513(Contributed by Tarek Ziadé.)
1514
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001515sqlite3
1516-------
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001517
Raymond Hettinger6046e222010-12-16 00:21:08 +00001518The :mod:`sqlite3` module was updated to version 2.6.0. It has two new capabilities.
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001519
Raymond Hettinger0358a172010-12-15 19:00:38 +00001520* The :attr:`sqlite3.Connection.in_transit` attribute is true if there is an
1521 active transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001522
Raymond Hettinger0358a172010-12-15 19:00:38 +00001523* The :meth:`sqlite3.Connection.enable_load_extension` and
1524 :meth:`sqlite3.Connection.load_extension` methods allows you to load SQLite
1525 extensions from ".so" files. One well-known extension is the fulltext-search
1526 extension distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001527
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001528(Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
1529
Raymond Hettingera3b7a142011-01-24 05:26:00 +00001530html
1531----
1532
1533A new :mod:`html` module was introduced with only a single function,
1534:func:`~html.escape`, which is used for escaping reserved characters from HTML
1535markup:
1536
1537>>> import html
1538>>> html.escape('x > 2 && x < 7')
1539'x &gt; 2 &amp;&amp; x &lt; 7'
1540
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001541socket
1542------
1543
1544The :mod:`socket` module has two new improvements.
1545
1546* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
1547 the socket into closed state without actually closing the underlying file
1548 descriptor. The latter can then be reused for other purposes.
1549 (Added by Antoine Pitrou; :issue:`8524`.)
1550
1551* :func:`socket.create_connection` now supports the context manager protocol
1552 to unconditionally consume :exc:`socket.error` exceptions and to close the
1553 socket when done.
1554 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
1555
1556ssl
1557---
Antoine Pitroud67075e2010-07-31 22:48:02 +00001558
Raymond Hettinger4854d142011-01-17 21:29:58 +00001559The :mod:`ssl` module added a number of features to satisfy common requirements
1560for secure (encrypted, authenticated) internet connections:
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001561
Raymond Hettinger4854d142011-01-17 21:29:58 +00001562* A new class, :class:`~ssl.SSLContext`, serves as a container for persistent
1563 SSL data, such as protocol settings, certificates, private keys, and various
1564 other options. It includes a :meth:`~ssl.SSLContext.wrap_socket` for creating
1565 an SSL socket from an SSL context.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001566
Raymond Hettinger4854d142011-01-17 21:29:58 +00001567* A new function, :func:`ssl.match_hostname`, supports server identity
1568 verification for higher-level protocols by implementing the rules of HTTPS
1569 (from :rfc:`2818`) which are also suitable for other protocols.
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +00001570
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001571* The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
Raymond Hettinger4854d142011-01-17 21:29:58 +00001572 argument. The *ciphers* string lists the allowed encryption algorithms using
1573 the format described in the `OpenSSL documentation
1574 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001575
Raymond Hettinger4854d142011-01-17 21:29:58 +00001576* When linked against recent versions of OpenSSL, the :mod:`ssl` module now
1577 supports the Server Name Indication extension to the TLS protocol, allowing
1578 multiple "virtual hosts" using different certificates on a single IP port.
1579 This extension is only supported in client mode, and is activated by passing
1580 the *server_hostname* argument to :meth:`ssl.SSLContext.wrap_socket`.
Antoine Pitrou7d15a722010-11-05 22:13:55 +00001581
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001582* Various options have been added to the :mod:`ssl` module, such as
Raymond Hettinger4854d142011-01-17 21:29:58 +00001583 :data:`~ssl.OP_NO_SSLv2` which disables the insecure and obsolete SSLv2
1584 protocol.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001585
Raymond Hettinger4854d142011-01-17 21:29:58 +00001586* The extension now loads all the OpenSSL ciphers and digest algorithms. If
1587 some SSL certificates cannot be verified, they are reported as an "unknown
1588 algorithm" error.
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001589
Raymond Hettinger4854d142011-01-17 21:29:58 +00001590* The version of OpenSSL being used is now accessible using the module
1591 attributes :data:`ssl.OPENSSL_VERSION` (a string),
1592 :data:`ssl.OPENSSL_VERSION_INFO` (a 5-tuple), and
1593 :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer).
1594
1595(Contributed by Antoine Pitrou in :issue:`8850`, :issue:`1589`, :issue:`8322`,
1596:issue:`5639`, :issue:`4870`, :issue:`8484`, and :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001597
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001598nntp
1599----
Raymond Hettinger070ec702010-12-10 17:45:13 +00001600
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001601The :mod:`nntplib` module has a revamped implementation with better bytes and
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001602text semantics as well as more practical APIs. These improvements break
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001603compatibility with the nntplib version in Python 3.1, which was partly
1604dysfunctional in itself.
Raymond Hettinger070ec702010-12-10 17:45:13 +00001605
Antoine Pitrou33da1d62011-01-16 18:16:09 +00001606Support for secure connections through both implicit (using
1607:class:`nntplib.NNTP_SSL`) and explicit (using :meth:`nntplib.NNTP.starttls`)
1608TLS has also been added.
1609
1610(Contributed by Antoine Pitrou in :issue:`9360` and Andrew Vant in :issue:`1926`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001611
1612certificates
1613------------
1614
1615:class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
1616and :func:`urllib.request.urlopen` now take optional arguments to allow for
1617server certificate checking against a set of Certificate Authorities,
1618as recommended in public uses of HTTPS.
1619
1620(Added by Antoine Pitrou, :issue:`9003`.)
1621
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00001622imaplib
1623-------
1624
1625Support for explicit TLS on standard IMAP4 connections has been added through
1626the new :mod:`imaplib.IMAP4.starttls` method.
1627
1628(Contributed by Lorenzo M. Catucci and Antoine Pitrou, :issue:`4471`.)
1629
Raymond Hettinger62399742011-01-30 00:55:47 +00001630http.client
1631-----------
1632
1633There were a number of small API improvements in the :mod:`http.client` module.
1634The old-style HTTP 0.9 simple responses are no longer supported and the *strict*
1635parameter is deprecated in all classes.
1636
1637The :class:`~http.client.HTTPConnection` and
1638:class:`~http.client.HTTPSConnection` classes now have a *source_address*
1639parameter for a (host, port) tuple indicating where the HTTP connection is made
1640from.
1641
1642Support for certificate checking and HTTPS virtual hosts were added to
1643:class:`~http.client.HTTPSConnection`.
1644
1645The :meth:`~http.client.HTTPConnection.request` method on connection objects
1646allowed an optional *body* argument so that a :term:`file object` could be used
1647to supply the content of the request. Conveniently, the *body* argument now
1648also accepts an :term:`iterable` object so long as it includes an explicit
1649``Content-Length`` header. This extended interface is much more flexible than
1650before.
1651
1652To establish an HTTPS connection through a proxy server, there is a new
1653:meth:`~http.client.HTTPConnection.set_tunnel` method that sets the host and
1654port for HTTP Connect tunneling.
1655
1656To match the behaviour of :mod:`http.server`, the HTTP client library now also
1657encodes headers with ISO-8859-1 (Latin-1) encoding. It was already doing that
1658for incoming headers, so now the behaviour is consistent for both incoming and
1659outgoing traffic. (See work by Armin Ronacher in :issue:`10980`.)
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00001660
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001661unittest
1662--------
Antoine Pitrouafb078d2010-11-05 22:18:28 +00001663
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001664The unittest module has a number of improvements supporting test discovery for
1665packages, easier experimentation at the interactive prompt, new testcase
1666methods, improved diagnostic messages for test failures, and better method
1667names.
1668
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001669* The command-line call ``python -m unittest`` can now accept file paths
Raymond Hettingera0266332010-12-07 08:52:41 +00001670 instead of module names for running specific tests (:issue:`10620`). The new
1671 test discovery can find tests within packages, locating any test importable
Raymond Hettingerc136b042011-01-18 07:15:39 +00001672 from the top-level directory. The top-level directory can be specified with
Raymond Hettingera0266332010-12-07 08:52:41 +00001673 the `-t` option, a pattern for matching files with ``-p``, and a directory to
1674 start discovery with ``-s``::
1675
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001676 $ python -m unittest discover -s my_proj_dir -p _test.py
Raymond Hettingera0266332010-12-07 08:52:41 +00001677
1678 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001679
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001680* Experimentation at the interactive prompt is now easier because the
1681 :class:`unittest.case.TestCase` class can now be instantiated without
1682 arguments:
1683
1684 >>> TestCase().assertEqual(pow(2, 3), 8)
1685
1686 (Contributed by Michael Foord.)
1687
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001688* The :mod:`unittest` module has two new methods,
1689 :meth:`~unittest.TestCase.assertWarns` and
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001690 :meth:`~unittest.TestCase.assertWarnsRegex` to verify that a given warning type
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001691 is triggered by the code under test::
Antoine Pitroud3052002010-09-15 15:09:40 +00001692
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001693 with self.assertWarns(DeprecationWarning):
1694 legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001695
Antoine Pitroueec6dbf2011-01-16 18:21:12 +00001696 (Contributed by Antoine Pitrou, :issue:`9754`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001697
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001698 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001699 compare two iterables to determine if their element counts are equal (whether
1700 the same elements are present with the same number of occurrences regardless
1701 of order)::
Raymond Hettingera0266332010-12-07 08:52:41 +00001702
1703 def test_anagram(self):
1704 self.assertCountEqual('algorithm', 'logarithm')
1705
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001706 (Contributed by Raymond Hettinger.)
1707
1708* A principal feature of the unittest module is an effort to produce meaningful
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001709 diagnostics when a test fails. When possible, the failure is recorded along
Raymond Hettingera0266332010-12-07 08:52:41 +00001710 with a diff of the output. This is especially helpful for analyzing log files
1711 of failed test runs. However, since diffs can sometime be voluminous, there is
1712 a new :attr:`~unittest.TestCase.maxDiff` attribute which sets maximum length of
1713 diffs.
1714
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001715* In addition, the method names in the module have undergone a number of clean-ups.
1716
1717 For example, :meth:`~unittest.TestCase.assertRegex` is the new name for
Raymond Hettingera0266332010-12-07 08:52:41 +00001718 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001719 test uses :func:`re.search`, not :func:`re.match`. Other methods using
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001720 regular expressions are now named using short form "Regex" in preference to
1721 "Regexp" -- this matches the names used in other unittest implementations,
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001722 matches Python's old name for the :mod:`re` module, and it has unambiguous
1723 camel-casing.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001724
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001725 (Contributed by Raymond Hettinger and implemented by Ezio Melotti.)
1726
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001727* To improve consistency, some long-standing method aliases are being
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001728 deprecated in favor of the preferred names:
1729
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001730 =============================== ==============================
1731 Old Name Preferred Name
1732 =============================== ==============================
1733 :meth:`assert_` :meth:`.assertTrue`
1734 :meth:`assertEquals` :meth:`.assertEqual`
1735 :meth:`assertNotEquals` :meth:`.assertNotEqual`
1736 :meth:`assertAlmostEquals` :meth:`.assertAlmostEqual`
1737 :meth:`assertNotAlmostEquals` :meth:`.assertNotAlmostEqual`
1738 =============================== ==============================
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001739
1740 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
Raymond Hettingerc1dfa2e2011-01-19 04:24:57 +00001741 to be removed in Python 3.3. Also see the :ref:`deprecated-aliases` section in
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001742 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001743
1744 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001745
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001746* The :meth:`~unittest.TestCase.assertDictContainsSubset` method was deprecated
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001747 because it was misimplemented with the arguments in the wrong order. This
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001748 created hard-to-debug optical illusions where tests like
1749 ``TestCase().assertDictContainsSubset({'a':1, 'b':2}, {'a':1})`` would fail.
1750
1751 (Contributed by Raymond Hettinger.)
1752
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001753random
1754------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001755
Raymond Hettinger0358a172010-12-15 19:00:38 +00001756The integer methods in the :mod:`random` module now do a better job of producing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001757uniform distributions. Previously, they computed selections with
1758``int(n*random())`` which had a slight bias whenever *n* was not a power of two.
Raymond Hettingerc136b042011-01-18 07:15:39 +00001759Now, multiple selections are made from a range up to the next power of two and a
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001760selection is kept only when it falls within the range ``0 <= x < n``. The
1761functions and methods affected are :func:`~random.randrange`,
1762:func:`~random.randint`, :func:`~random.choice`, :func:`~random.shuffle` and
1763:func:`~random.sample`.
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001764
1765(Contributed by Raymond Hettinger; :issue:`9025`.)
1766
1767poplib
1768------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001769
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001770* :class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
1771 :class:`ssl.SSLContext` object allowing bundling SSL configuration options,
1772 certificates and private keys into a single (potentially long-lived)
1773 structure.
1774
1775 (Contributed by Giampaolo Rodolà; :issue:`8807`.)
1776
Giampaolo Rodolà977c7072010-10-04 21:08:36 +00001777* :class:`asyncore.dispatcher` now provides a
1778 :meth:`~asyncore.dispatcher.handle_accepted()` method
1779 returning a `(sock, addr)` pair which is called when a connection has actually
1780 been established with a new remote endpoint. This is supposed to be used as a
1781 replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
1782 the user to call :meth:`~asyncore.dispatcher.accept()` directly.
1783
1784 (Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001785
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001786tempfile
1787--------
Raymond Hettingera0266332010-12-07 08:52:41 +00001788
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001789The :mod:`tempfile` module has a new context manager,
1790:class:`~tempfile.TemporaryDirectory` which provides easy deterministic
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001791cleanup of temporary directories::
Nick Coghlan543af752010-10-24 11:23:25 +00001792
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00001793 with tempfile.TemporaryDirectory() as tmpdirname:
1794 print('created temporary dir:', tmpdirname)
Nick Coghlan543af752010-10-24 11:23:25 +00001795
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001796(Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001797
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001798inspect
1799-------
1800
Raymond Hettinger0358a172010-12-15 19:00:38 +00001801* The :mod:`inspect` module has a new function
1802 :func:`~inspect.getgeneratorstate` to easily identify the current state of a
Raymond Hettingera275c982011-01-20 04:03:19 +00001803 generator-iterator::
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001804
Raymond Hettingera275c982011-01-20 04:03:19 +00001805 >>> from inspect import getgeneratorstate
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001806 >>> def gen():
Raymond Hettingera275c982011-01-20 04:03:19 +00001807 yield 'demo'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001808 >>> g = gen()
Raymond Hettingera275c982011-01-20 04:03:19 +00001809 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001810 'GEN_CREATED'
1811 >>> next(g)
Raymond Hettingera275c982011-01-20 04:03:19 +00001812 'demo'
1813 >>> getgeneratorstate(g)
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001814 'GEN_SUSPENDED'
Raymond Hettingera275c982011-01-20 04:03:19 +00001815 >>> next(g, None)
1816 >>> getgeneratorstate(g)
1817 'GEN_CLOSED'
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001818
1819 (Contributed by Rodolpho Eckhardt and Nick Coghlan, :issue:`10220`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001820
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001821* To support lookups without the possibility of activating a dynamic attribute,
1822 the :mod:`inspect` module has a new function, :func:`~inspect.getattr_static`.
Raymond Hettingerc8a16862011-01-18 09:01:34 +00001823 Unlike :func:`hasattr`, this is a true read-only search, guaranteed not to
Raymond Hettinger4bea9782011-01-19 04:14:34 +00001824 change state while it is searching::
1825
1826 >>> class A:
1827 @property
1828 def f(self):
1829 print('Running')
1830 return 10
1831
1832 >>> a = A()
1833 >>> getattr(a, 'f')
1834 Running
1835 10
1836 >>> inspect.getattr_static(a, 'f')
1837 <property object at 0x1022bd788>
1838
1839 (Contributed by Michael Foord.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001840
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001841pydoc
1842-----
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001843
Raymond Hettinger89c1cd12011-01-19 04:43:45 +00001844The :mod:`pydoc` module now provides a much-improved Web server interface, as
1845well as a new command-line option ``-b`` to automatically open a browser window
1846to display that server::
1847
1848 $ pydoc3.2 -b
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001849
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001850(Contributed by Ron Adam; :issue:`2001`.)
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001851
Raymond Hettingeracff5952011-01-24 01:51:49 +00001852dis
1853---
1854
1855The :mod:`dis` module gained two new functions for inspecting code,
1856:func:`~dis.code_info` and :func:`~dis.show_code`. Both provide detailed code
1857object information for the supplied function, method, source code string or code
1858object. The former returns a string and the latter prints it::
1859
1860 >>> import dis, random
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001861 >>> dis.show_code(random.choice)
Raymond Hettingeracff5952011-01-24 01:51:49 +00001862 Name: choice
1863 Filename: /Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/random.py
1864 Argument count: 2
1865 Kw-only arguments: 0
1866 Number of locals: 3
1867 Stack size: 11
1868 Flags: OPTIMIZED, NEWLOCALS, NOFREE
1869 Constants:
1870 0: 'Choose a random element from a non-empty sequence.'
1871 1: 'Cannot choose from an empty sequence'
1872 Names:
1873 0: _randbelow
1874 1: len
1875 2: ValueError
1876 3: IndexError
1877 Variable names:
1878 0: self
1879 1: seq
1880 2: i
1881
1882(Contributed by Nick Coghlan in :issue:`9147`.)
1883
1884dbm
1885---
1886
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00001887All database modules now support the :meth:`get` and :meth:`setdefault` methods.
Raymond Hettingeracff5952011-01-24 01:51:49 +00001888
1889(Suggested by Ray Allen in :issue:`9523`.)
1890
1891ctypes
1892------
1893
1894A new type, :class:`ctypes.c_ssize_t` represents the C :c:type:`ssize_t` datatype.
1895
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001896site
1897----
1898
1899The :mod:`site` module has three new functions useful for reporting on the
1900details of a given Python installation.
1901
1902* :func:`~site.getsitepackages` lists all global site-packages directories.
1903
1904* :func:`~site.getuserbase` reports on the user's base directory where data can
1905 be stored.
1906
1907* :func:`~site.getusersitepackages` reveals the user-specific site-packages
1908 directory path.
1909
1910::
1911
Raymond Hettinger14eb4c32011-01-26 01:13:26 +00001912 >>> import site
Raymond Hettingerda4a05d2011-01-25 07:46:07 +00001913 >>> site.getsitepackages()
1914 ['/Library/Frameworks/Python.framework/Versions/3.2/lib/python3.2/site-packages',
1915 '/Library/Frameworks/Python.framework/Versions/3.2/lib/site-python',
1916 '/Library/Python/3.2/site-packages']
1917 >>> site.getuserbase()
1918 '/Users/raymondhettinger/Library/Python/3.2'
1919 >>> site.getusersitepackages()
1920 '/Users/raymondhettinger/Library/Python/3.2/lib/python/site-packages'
1921
1922Conveniently, some of site's functionality is accessible directly from the
1923command-line::
1924
1925 $ python -m site --user-base
1926 /Users/raymondhettinger/.local
1927 $ python -m site --user-site
1928 /Users/raymondhettinger/.local/lib/python3.2/site-packages
1929
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001930(Contributed by Tarek Ziadé.)
1931
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001932sysconfig
1933---------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001934
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001935The new :mod:`sysconfig` module makes it straightforward to discover
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001936installation paths and configuration variables which vary across platforms and
1937installations.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001938
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001939The module offers access simple access functions for platform and version
1940information:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001941
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001942* :func:`~sysconfig.get_platform` returning values like *linux-i586* or
1943 *macosx-10.6-ppc*.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001944* :func:`~sysconfig.get_python_version` returns a Python version string
1945 such as "3.2".
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001946
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001947It also provides access to the paths and variables corresponding to one of
1948seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
1949*posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001950
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001951* :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
1952 for the current installation scheme.
1953* :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
1954 variables.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001955
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001956There is also a convenient command-line interface::
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001957
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001958 C:\Python32>python -m sysconfig
1959 Platform: "win32"
1960 Python version: "3.2"
1961 Current installation scheme: "nt"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001962
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001963 Paths:
1964 data = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001965 include = "C:\Python32\Include"
1966 platinclude = "C:\Python32\Include"
1967 platlib = "C:\Python32\Lib\site-packages"
1968 platstdlib = "C:\Python32\Lib"
1969 purelib = "C:\Python32\Lib\site-packages"
1970 scripts = "C:\Python32\Scripts"
1971 stdlib = "C:\Python32\Lib"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001972
1973 Variables:
1974 BINDIR = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001975 BINLIBDEST = "C:\Python32\Lib"
1976 EXE = ".exe"
1977 INCLUDEPY = "C:\Python32\Include"
1978 LIBDEST = "C:\Python32\Lib"
1979 SO = ".pyd"
1980 VERSION = "32"
1981 abiflags = ""
1982 base = "C:\Python32"
1983 exec_prefix = "C:\Python32"
1984 platbase = "C:\Python32"
1985 prefix = "C:\Python32"
1986 projectbase = "C:\Python32"
1987 py_version = "3.2"
1988 py_version_nodot = "32"
1989 py_version_short = "3.2"
1990 srcdir = "C:\Python32"
1991 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001992
Raymond Hettinger712d2b42011-01-27 06:46:54 +00001993(Moved out of Distutils by Tarek Ziadé.)
1994
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001995pdb
1996---
1997
1998The :mod:`pdb` debugger module gained a number of usability improvements:
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001999
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002000* :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
2001 :file:`.pdbrc` script file.
2002* A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
2003 that continue debugging.
2004* The :class:`Pdb` class constructor now accepts a *nosigint* argument.
Raymond Hettinger51e21072011-01-10 23:38:15 +00002005* New commands: ``l(list)``, ``ll(long list)`` and ``source`` for
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002006 listing source code.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002007* New commands: ``display`` and ``undisplay`` for showing or hiding
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002008 the value of an expression if it has changed.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002009* New command: ``interact`` for starting an interactive interpreter containing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00002010 the global and local names found in the current scope.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002011* Breakpoints can be cleared by breakpoint number.
Raymond Hettingerb5d79332010-12-07 02:04:56 +00002012
Georg Brandl101234b2010-12-18 11:53:25 +00002013(Contributed by Georg Brandl, Antonio Cuni and Ilya Sandler.)
2014
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002015configparser
2016------------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00002017
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002018The :mod:`configparser` module was modified to improve usability and
2019predictability of the default parser and its supported INI syntax. The old
2020:class:`ConfigParser` class was removed in favor of :class:`SafeConfigParser`
Raymond Hettinger04129742010-12-18 10:57:50 +00002021which has in turn been renamed to :class:`~configparser.ConfigParser`. Support
2022for inline comments is now turned off by default and section or option
2023duplicates are not allowed in a single configuration source.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002024
2025Config parsers gained a new API based on the mapping protocol::
2026
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002027 >>> parser = ConfigParser()
2028 >>> parser.read_string("""
2029 [DEFAULT]
2030 location = upper left
2031 visible = yes
2032 editable = no
2033 color = blue
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002034
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002035 [main]
2036 title = Main Menu
2037 color = green
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002038
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002039 [options]
2040 title = Options
2041 """)
2042 >>> parser['main']['color']
2043 'green'
2044 >>> parser['main']['editable']
2045 'no'
2046 >>> section = parser['options']
2047 >>> section['title']
2048 'Options'
2049 >>> section['title'] = 'Options (editable: %(editable)s)'
2050 >>> section['title']
2051 'Options (editable: no)'
2052
2053The new API is implemented on top of the classical API, so custom parser
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002054subclasses should be able to use it without modifications.
2055
2056The INI file structure accepted by config parsers can now be customized. Users
Raymond Hettinger04129742010-12-18 10:57:50 +00002057can specify alternative option/value delimiters and comment prefixes, change the
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002058name of the *DEFAULT* section or switch the interpolation syntax.
2059
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002060There is support for pluggable interpolation including an additional interpolation
Raymond Hettinger02dd70b2011-01-17 23:39:39 +00002061handler :class:`~configparser.ExtendedInterpolation`::
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002062
2063 >>> parser = ConfigParser(interpolation=ExtendedInterpolation())
2064 >>> parser.read_dict({'buildout': {'directory': '/home/ambv/zope9'},
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002065 'custom': {'prefix': '/usr/local'}})
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002066 >>> parser.read_string("""
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002067 [buildout]
2068 parts =
2069 zope9
2070 instance
2071 find-links =
2072 ${buildout:directory}/downloads/dist
2073
2074 [zope9]
2075 recipe = plone.recipe.zope9install
2076 location = /opt/zope
2077
2078 [instance]
2079 recipe = plone.recipe.zope9instance
2080 zope9-location = ${zope9:location}
2081 zope-conf = ${custom:prefix}/etc/zope.conf
2082 """)
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002083 >>> parser['buildout']['find-links']
2084 '\n/home/ambv/zope9/downloads/dist'
2085 >>> parser['instance']['zope-conf']
2086 '/usr/local/etc/zope.conf'
2087 >>> instance = parser['instance']
2088 >>> instance['zope-conf']
2089 '/usr/local/etc/zope.conf'
2090 >>> instance['zope9-location']
2091 '/opt/zope'
2092
2093A number of smaller features were also introduced, like support for specifying
Raymond Hettinger04129742010-12-18 10:57:50 +00002094encoding in read operations, specifying fallback values for get-functions, or
2095reading directly from dictionaries and strings.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002096
2097(All changes contributed by Łukasz Langa.)
2098
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002099.. XXX show a difflib example
2100.. XXX add entry for logging changes other than the dict config pep
Eli Benderskye2ae8072011-01-31 04:21:40 +00002101
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002102urllib.parse
2103------------
2104
2105A number of usability improvements were made for the :mod:`urllib.parse` module.
2106
2107The :func:`~urllib.parse.urlparse` function now supports `IPv6
2108<http://en.wikipedia.org/wiki/IPv6>`_ addresses as described in :rfc:`2732`:
2109
2110 >>> import urllib.parse
2111 >>> urllib.parse.urlparse('http://[dead:beef:cafe:5417:affe:8FA3:deaf:feed]/foo/')
2112 ParseResult(scheme='http',
2113 netloc='[dead:beef:cafe:5417:affe:8FA3:deaf:feed]',
2114 path='/foo/',
2115 params='',
2116 query='',
2117 fragment='')
2118
2119The :func:`~urllib.parse.urldefrag` function now returns a :term:`named tuple`::
2120
2121 >>> r = urllib.parse.urldefrag('http://python.org/about/#target')
2122 >>> r
2123 DefragResult(url='http://python.org/about/', fragment='target')
2124 >>> r[0]
2125 'http://python.org/about/
2126 >>> r.fragment
2127 'target'
2128
2129And, the :func:`~urllib.parse.urlencode` function is now much more flexible,
2130accepting either a string or bytes type for the *query* argument. If it is a
2131string, then the *safe*, *encoding*, and *error* parameters are sent to
2132:func:`~urllib.parse.quote_plus` for encoding::
2133
2134 >>> urllib.parse.urlencode([
2135 ('type', 'telenovela'),
2136 ('name', '¿Dónde Está Elisa?')],
2137 encoding='latin-1')
2138 'type=telenovela&name=%BFD%F3nde+Est%E1+Elisa%3F'
2139
Georg Brandl009a6bd2011-01-24 19:59:08 +00002140As detailed in :ref:`parsing-ascii-encoded-bytes`, all the :mod:`urllib.parse`
Raymond Hettinger9a236b02011-01-24 09:01:27 +00002141functions now accept ASCII-encoded byte strings as input, so long as they are
2142not mixed with regular strings. If ASCII-encoded byte strings are given as
2143parameters, the return types will also be an ASCII-encoded byte strings:
2144
2145 >>> urllib.parse.urlparse(b'http://www.python.org:80/about/')
2146 ParseResultBytes(scheme=b'http', netloc=b'www.python.org:80',
2147 path=b'/about/', params=b'', query=b'', fragment=b'')
2148
2149(Work by Nick Coghlan, Dan Mahn, and Senthil Kumaran in :issue:`2987`,
2150:issue:`5468`, and :issue:`9873`.)
2151
Raymond Hettinger994d3802011-01-30 07:56:03 +00002152mailbox
2153-------
2154
2155Thanks to a concerted effort by R. David Murray, the :mod:`mailbox` module has
2156been fixed for Python 3.2. The challenge was that mailbox had been originally
2157designed with a text interface, but email messages are best represented with
2158:class:`bytes` because various parts of a message may have different encodings.
2159
2160The solution harnessed the :mod:`email` package's binary support for parsing
2161arbitrary email messages. In addition, the solution required a number of API
2162changes.
2163
2164As expected, the :meth:`~mailbox.Mailbox.add` method for
2165:class:`mailbox.Mailbox` objects now accepts binary input.
2166
2167:class:`~io.StringIO` and text file input are deprecated. Also, string input
2168will fail early if non-ASCII characters are used. Previously it would fail when
2169the email was processed in a later step.
2170
2171There is also support for binary output. The :meth:`~mailbox.Mailbox.get_file`
2172method now returns a file in the binary mode (where it used to incorrectly set
2173the file to text-mode). There is also a new :meth:`~mailbox.Mailbox.get_bytes`
2174method that returns a :class:`bytes` representation of a message corresponding
2175to a given *key*.
2176
Raymond Hettingerce227e32011-01-30 08:20:37 +00002177It is still possible to get non-binary output using the old API's
2178:meth:`~mailbox.Mailbox.get_string` method, but that approach
2179is not very useful. Instead, it is best to extract messages from
2180a :class:`~mailbox.Message` object or to load them from binary input.
2181
2182(Contributed by R. David Murray, with efforts from Steffen Daode Nurpmeso and an
2183initial patch by Victor Stinner in :issue:`9124`.)
Raymond Hettinger994d3802011-01-30 07:56:03 +00002184
Raymond Hettinger2f707c92011-01-25 06:58:01 +00002185turtledemo
2186----------
2187
2188The demonstration code for the :mod:`turtle` module was moved from the *Demo*
2189directory to main library. It includes over a dozen sample scripts with
2190lively displays. Being on :attr:`sys.path`, it can now be run directly
2191from the command-line::
2192
2193 $ python -m turtledemo
2194
Raymond Hettinger712d2b42011-01-27 06:46:54 +00002195(Moved from the Demo directory by Alexander Belopolsky in :issue:`10199`.)
Raymond Hettinger3df46212011-01-06 02:01:26 +00002196
Antoine Pitroud42bc512009-11-10 23:18:31 +00002197Multi-threading
2198===============
2199
Georg Brandlda0a2112010-09-05 11:28:33 +00002200* The mechanism for serializing execution of concurrently running Python threads
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002201 (generally known as the :term:`GIL` or :term:`Global Interpreter Lock`) has
2202 been rewritten. Among the objectives were more predictable switching
2203 intervals and reduced overhead due to lock contention and the number of
2204 ensuing system calls. The notion of a "check interval" to allow thread
2205 switches has been abandoned and replaced by an absolute duration expressed in
2206 seconds. This parameter is tunable through :func:`sys.setswitchinterval()`.
2207 It currently defaults to 5 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +00002208
2209 Additional details about the implementation can be read from a `python-dev
2210 mailing-list message
2211 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +00002212 (however, "priority requests" as exposed in this message have not been kept
2213 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +00002214
Georg Brandl5e73a812010-04-22 07:02:51 +00002215 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +00002216
Georg Brandlda0a2112010-09-05 11:28:33 +00002217* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettingerba5512f2011-01-18 08:28:01 +00002218 :meth:`~threading.Lock.acquire` method. (Contributed by Antoine Pitrou;
2219 :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00002220
Raymond Hettingerbba537b2010-12-15 18:20:19 +00002221* Similarly, :meth:`threading.Semaphore.acquire` also gained a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +00002222 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +00002223
Antoine Pitrou810023d2010-12-15 22:59:16 +00002224* Regular and recursive lock acquisitions can now be interrupted by signals on
Raymond Hettingerc136b042011-01-18 07:15:39 +00002225 platforms using Pthreads. This means that Python programs that deadlock while
Antoine Pitrou810023d2010-12-15 22:59:16 +00002226 acquiring locks can be successfully killed by repeatedly sending SIGINT to the
Georg Brandleebb2522010-12-18 12:01:15 +00002227 process (by pressing :kbd:`Ctrl+C` in most shells).
Antoine Pitrou810023d2010-12-15 22:59:16 +00002228 (Contributed by Reid Kleckner; :issue:`8844`.)
2229
Antoine Pitroud42bc512009-11-10 23:18:31 +00002230
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002231Optimizations
2232=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002233
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002234A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002235
Antoine Pitroud3052002010-09-15 15:09:40 +00002236* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002237 being a test for membership in a set of constants. The optimizer recasts the
2238 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
2239
2240 Now that the speed penalty is gone, it is practical to start writing
2241 membership tests using set-notation. This style is both semantically clear
2242 and operationally fast::
2243
2244 extension = name.rpartition('.')[2]
2245 if extension in {'xml', 'html', 'xhtml', 'css'}:
2246 handle(name)
2247
Raymond Hettingerc136b042011-01-18 07:15:39 +00002248 (Patch and additional tests contributed by Dave Malcolm; :issue:`6690`).
Raymond Hettinger92ba2862010-09-06 01:16:46 +00002249
Antoine Pitroud3052002010-09-15 15:09:40 +00002250* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002251 several times faster.
2252
2253 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00002254 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00002255
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002256* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
Raymond Hettingerffad35e2010-12-14 21:12:03 +00002257 :meth:`list.sort` and :func:`sorted` now runs faster and uses less memory
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002258 when called with a :term:`key function`. Previously, every element of
2259 a list was wrapped with a temporary object that remembered the key value
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002260 associated with each element. Now, two arrays of keys and values are
Raymond Hettingerc136b042011-01-18 07:15:39 +00002261 sorted in parallel. This saves the memory consumed by the sort wrappers,
2262 and it saves time lost to delegating comparisons.
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002263
Raymond Hettingereb70b902011-01-10 21:26:49 +00002264 (Patch by Daniel Stutzbach in :issue:`9915`.)
Raymond Hettingerc269ae82010-12-05 01:01:52 +00002265
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002266* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00002267 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002268 now uses the C speedups when the ``sort_keys`` argument is true.
2269
2270 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
2271 Antoine Pitrou in :issue:`10314`.)
2272
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002273* Recursive locks (created with the :func:`threading.RLock` API) now benefit
2274 from a C implementation which makes them as fast as regular locks, and between
2275 10x and 15x faster than their previous pure Python implementation.
2276
2277 (Contributed by Antoine Pitrou; :issue:`3001`.)
2278
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00002279* The fast-search algorithm in stringlib is now used by the :meth:`split`,
2280 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
2281 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
2282 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
2283 :meth:`rpartition`.
2284
2285 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
2286
Raymond Hettinger480ed782010-12-15 22:07:15 +00002287
2288* String to integer conversions now work two "digits" at a time, reducing the
2289 number of division and modulo operations.
2290
2291 (:issue:`6713` by Gawain Bolton, Mark Dickinson, and Victor Stinner.)
2292
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002293There were several other minor optimizations. Set differencing now runs faster
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002294when one operand is much larger than the other (patch by Andress Bennetts in
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002295:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
2296(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
2297has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002298multi-argument form of :func:`operator.attrgetter` function now runs slightly
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00002299faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
2300multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
2301
Antoine Pitroud3052002010-09-15 15:09:40 +00002302
Victor Stinner47ce9652010-10-29 00:57:35 +00002303Unicode
2304=======
Victor Stinner94908bb2010-08-18 21:23:25 +00002305
Raymond Hettinger2270d582011-01-20 09:04:39 +00002306Python has been updated to `Unicode 6.0.0
2307<http://unicode.org/versions/Unicode6.0.0/>`_. The update to the standard adds
2308over 2,000 new characters including `emoji <http://en.wikipedia.org/wiki/Emoji>`_
2309symbols which are important for mobile phones.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002310
Raymond Hettinger2270d582011-01-20 09:04:39 +00002311In addition, the updated standard has altered the character properties for two
2312Kannada characters (U+0CF1, U+0CF2) and one New Tai Lue numeric character
2313(U+19DA), making the former eligible for use in identifiers while disqualifying
2314the latter. For more information, see `Unicode Character Database Changes
2315<http://www.unicode.org/versions/Unicode6.0.0/#Database_Changes>`_.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002316
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002317
Raymond Hettinger2270d582011-01-20 09:04:39 +00002318Codecs
2319======
Raymond Hettingerc74d5182010-12-02 01:38:25 +00002320
Raymond Hettinger2270d582011-01-20 09:04:39 +00002321Support was added for *cp720* Arabic DOS encoding (:issue:`1616979`).
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00002322
Raymond Hettinger2270d582011-01-20 09:04:39 +00002323MBCS encoding no longer ignores the error handler argument. In the default
2324strict mode, it raises an :exc:`UnicodeDecodeError` when it encounters an
2325undecodable byte sequence and an :exc:`UnicodeEncodeError` for an unencodable
2326character.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00002327
Raymond Hettinger2270d582011-01-20 09:04:39 +00002328The MBCS codec supports ``'strict'`` and ``'ignore'`` error handlers for
2329decoding, and ``'strict'`` and ``'replace'`` for encoding.
Victor Stinnere8d51452010-08-19 01:05:19 +00002330
Raymond Hettinger2270d582011-01-20 09:04:39 +00002331To emulate Python3.1 MBCS encoding, select the ``'ignore'`` handler for decoding
2332and the ``'replace'`` handler for encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00002333
Raymond Hettinger2e042d32011-01-21 09:18:19 +00002334On Mac OS X, Python decodes command line arguments with ``'utf-8'`` rather than
Raymond Hettinger2270d582011-01-20 09:04:39 +00002335the locale encoding.
Victor Stinner47ce9652010-10-29 00:57:35 +00002336
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002337By default, :mod:`tarfile` uses ``'utf-8'`` encoding on Windows (instead of
2338``'mbcs'``) and the ``'surrogateescape'`` error handler on all operating
2339systems.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002340
Victor Stinner94908bb2010-08-18 21:23:25 +00002341
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002342Documentation
2343=============
2344
2345The documentation continues to be improved.
2346
Raymond Hettinger08d42932011-01-29 08:51:57 +00002347* A table of quick links has been added to the top of lengthy sections such as
2348 :ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
2349 accompanied by tables of cheatsheet-style summaries to provide an overview and
2350 memory jog without having to read all of the docs.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002351
Raymond Hettinger08d42932011-01-29 08:51:57 +00002352* In some cases, the pure Python source code can be a helpful adjunct to the
2353 documentation, so now many modules now feature quick links to the latest
2354 version of the source code. For example, the :mod:`functools` module
2355 documentation has a quick link at the top labeled:
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002356
Raymond Hettinger08d42932011-01-29 08:51:57 +00002357 **Source code** :source:`Lib/functools.py`.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002358
Raymond Hettinger08d42932011-01-29 08:51:57 +00002359 (Contributed by Raymond Hettinger; see
2360 `rationale <http://rhettinger.wordpress.com/2011/01/28/open-your-source-more/>`_.)
Raymond Hettinger677e10a2010-12-07 06:45:30 +00002361
Raymond Hettinger08d42932011-01-29 08:51:57 +00002362* The docs now contain more examples and recipes. In particular, :mod:`re`
2363 module has an extensive section, :ref:`re-examples`. Likewise, the
2364 :mod:`itertools` module continues to be updated with new
2365 :ref:`itertools-recipes`.
2366
2367* The :mod:`datetime` module now has an auxiliary implementation in pure Python.
2368 No functionality was changed. This just provides an easier-to-read alternate
2369 implementation.
2370
2371 (Contributed by Alexander Belopolsky in :issue:`9528`.)
2372
2373* The unmaintained :file:`Demo` directory has been removed. Some demos were
2374 integrated into the documentation, some were moved to the :file:`Tools/demo`
2375 directory, and others were removed altogether.
2376
2377 (Contributed by Georg Brandl in :issue:`7962`.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002378
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002379
2380IDLE
2381====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002382
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002383* The format menu now has an option to clean source files by stripping
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002384 trailing whitespace.
2385
2386 (Contributed by Raymond Hettinger; :issue:`5150`.)
2387
2388* IDLE on Mac OS X now works with both Carbon AquaTk and Cocoa AquaTk.
2389
2390 (Contributed by Kevin Walzer, Ned Deily, and Ronald Oussoren; :issue:`6075`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002391
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002392Code Repository
2393===============
2394
2395In addition to the existing Subversion code repository at http://svn.python.org
2396there is now a `Mercurial <http://mercurial.selenic.com/>`_ repository at
2397http://hg.python.org/ .
2398
2399After the 3.2 release, there are plans to switch to Mercurial as the primary
2400repository. This distributed version control system should make it easier for
2401members of the community to create and share external changesets. See
2402:pep:`385` for details.
2403
2404To learn to use the new version control system, see the `tutorial by Joel
Raymond Hettinger2f707c92011-01-25 06:58:01 +00002405Spolsky <http://hginit.com>`_ or the `Guide to Mercurial Workflows
Raymond Hettinger00db6aa2011-01-20 09:47:04 +00002406<http://mercurial.selenic.com/guide/>`_.
2407
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002408
2409Build and C API Changes
2410=======================
2411
2412Changes to Python's build process and to the C API include:
2413
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002414* The *idle*, *pydoc* and *2to3* scripts are now installed with a
2415 version-specific suffix on ``make altinstall`` (:issue:`10679`).
2416
Georg Brandlda0a2112010-09-05 11:28:33 +00002417* The C functions that access the Unicode Database now accept and return
2418 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002419 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00002420 in Python is that :func:`unicodedata.numeric` now returns the correct value
2421 for large code points, and :func:`repr` may consider more characters as
2422 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002423
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002424 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
2425
Georg Brandlda0a2112010-09-05 11:28:33 +00002426* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00002427 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00002428 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00002429
Georg Brandlda0a2112010-09-05 11:28:33 +00002430 (Contributed by Antoine Pitrou; :issue:`9203`.)
2431
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00002432* The option ``--with-wctype-functions`` was removed. The built-in unicode
2433 database is now used for all functions.
2434
2435 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
2436
Raymond Hettinger480ed782010-12-15 22:07:15 +00002437* Hash values are now values of a new type, :c:type:`Py_hash_t`, which is
2438 defined to be the same size as a pointer. Previously they were of type long,
2439 which on some 64-bit operating systems is still only 32 bits long. As a
2440 result of this fix, :class:`set` and :class:`dict` can now hold more than
2441 ``2**32`` entries on builds with 64-bit pointers (previously, they could grow
2442 to that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00002443
Raymond Hettinger480ed782010-12-15 22:07:15 +00002444 (Suggested by Raymond Hettinger and implemented by Benjamin Peterson;
2445 :issue:`9778`.)
2446
2447* A new macro :c:macro:`Py_VA_COPY` copies the state of the variable argument
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002448 list. It is equivalent to C99 *va_copy* but available on all Python platforms
Raymond Hettinger480ed782010-12-15 22:07:15 +00002449 (:issue:`2443`).
2450
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002451* A new C API function :c:func:`PySys_SetArgvEx` allows an embedded interpreter
2452 to set :attr:`sys.argv` without also modifying :attr:`sys.path`
Raymond Hettinger480ed782010-12-15 22:07:15 +00002453 (:issue:`5753`).
2454
2455* :c:macro:`PyEval_CallObject` is now only available in macro form. The
2456 function declaration, which was kept for backwards compatibility reasons, is
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002457 now removed -- the macro was introduced in 1997 (:issue:`8276`).
Raymond Hettinger480ed782010-12-15 22:07:15 +00002458
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002459* There is a new function :c:func:`PyLong_AsLongLongAndOverflow` which
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002460 is analogous to :c:func:`PyLong_AsLongAndOverflow`. They both serve to
Raymond Hettinger480ed782010-12-15 22:07:15 +00002461 convert Python :class:`int` into a native fixed-width type while providing
2462 detection of cases where the conversion won't fit (:issue:`7767`).
2463
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002464* The :c:func:`PyUnicode_CompareWithASCIIString` function now returns *not
2465 equal* if the Python string is *NUL* terminated.
Raymond Hettinger480ed782010-12-15 22:07:15 +00002466
2467* There is a new function :c:func:`PyErr_NewExceptionWithDoc` that is
2468 like :c:func:`PyErr_NewException` but allows a docstring to be specified.
2469 This lets C exceptions have the same self-documenting capabilities as
2470 their pure Python counterparts (:issue:`7033`).
2471
2472* When compiled with the ``--with-valgrind`` option, the pymalloc
2473 allocator will be automatically disabled when running under Valgrind. This
2474 gives improved memory leak detection when running under Valgrind, while taking
2475 advantage of pymalloc at other times (:issue:`2422`).
2476
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002477* Removed the ``O?`` format from the *PyArg_Parse* functions. The format is no
Raymond Hettinger480ed782010-12-15 22:07:15 +00002478 longer used and it had never been documented (:issue:`8837`).
2479
2480There were a number of other small changes to the C-API. See the
Raymond Hettingerc7bb1592011-01-30 01:10:07 +00002481:source:`Misc/NEWS` file for a complete list.
Skip Montanaro961aaf52010-10-17 22:22:24 +00002482
Raymond Hettingerc7bb1592011-01-30 01:10:07 +00002483Also, there were a number of updates to the OS X build, see
Raymond Hettingerb02f7c02011-01-30 05:37:16 +00002484:source:`Mac/BuildScript/README.txt` for details. For users running a 32/64-bit
2485build, there is a known problem with the default Tcl/Tk on OS X 10.6.
2486Accordingly, we recommend installing an updated alternative such as
2487`ActiveState Tcl/Tk 8.5 <http://www.activestate.com/activetcl/downloads>`_ .
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002488
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00002489Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002490=====================
2491
Georg Brandlda0a2112010-09-05 11:28:33 +00002492This section lists previously described changes and other bugfixes that may
2493require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00002494
Raymond Hettingerd73be672010-12-18 10:48:26 +00002495* The :mod:`configparser` module has a number of clean-ups. The major change is
2496 to replace the old :class:`ConfigParser` class with long-standing preferred
2497 alternative :class:`SafeConfigParser`. In addition there are a number of
Raymond Hettingerc8a16862011-01-18 09:01:34 +00002498 smaller incompatibilities:
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002499
Raymond Hettingerd73be672010-12-18 10:48:26 +00002500 * The interpolation syntax is now validated on
2501 :meth:`~configparser.ConfigParser.get` and
2502 :meth:`~configparser.ConfigParser.set` operations. In the default
2503 interpolation scheme, only two tokens with percent signs are valid: ``%(name)s``
2504 and ``%%``, the latter being an escaped percent sign.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002505
Raymond Hettingerd73be672010-12-18 10:48:26 +00002506 * The :meth:`~configparser.ConfigParser.set` and
2507 :meth:`~configparser.ConfigParser.add_section` methods now verify that
2508 values are actual strings. Formerly, unsupported types could be introduced
2509 unintentionally.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002510
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002511 * Duplicate sections or options from a single source now raise either
Raymond Hettingerd73be672010-12-18 10:48:26 +00002512 :exc:`~configparser.DuplicateSectionError` or
2513 :exc:`~configparser.DuplicateOptionError`. Formerly, duplicates would
2514 silently overwrite a previous entry.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002515
Raymond Hettingerd73be672010-12-18 10:48:26 +00002516 * Inline comments are now disabled by default so now the **;** character
2517 can be safely used in values.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002518
Raymond Hettingerd73be672010-12-18 10:48:26 +00002519 * Comments now can be indented. Consequently, for **;** or **#** to appear at
2520 the start of a line in multiline values, it has to be interpolated. This
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00002521 keeps comment prefix characters in values from being mistaken as comments.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002522
Raymond Hettingerd73be672010-12-18 10:48:26 +00002523 * ``""`` is now a valid value and is no longer automatically converted to an
2524 empty string. For empty strings, use ``"option ="`` in a line.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00002525
Antoine Pitroucd889af2010-10-06 21:13:56 +00002526* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
2527 are often incompatible with the 3.1 APIs.
2528
Raymond Hettinger1fa76822010-12-06 23:31:36 +00002529* :class:`bytearray` objects can no longer be used as filenames; instead,
2530 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00002531
Raymond Hettinger399bf7b2011-01-24 10:11:12 +00002532* The :meth:`array.tostring` and :meth:`array.fromstring` have been renamed to
Raymond Hettinger50307b62011-01-24 01:18:30 +00002533 :meth:`array.tobytes` and :meth:`array.frombytes` for clarity. The old names
2534 have been deprecated. (See :issue:`8990`.)
2535
Raymond Hettinger51e21072011-01-10 23:38:15 +00002536* ``PyArg_Parse*()`` functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00002537
Victor Stinner25e8ec42010-06-25 00:02:38 +00002538 * "t#" format has been removed: use "s#" or "s*" instead
2539 * "w" and "w#" formats has been removed: use "w*" instead
2540
Georg Brandl60203b42010-10-06 10:11:56 +00002541* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
2542 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00002543 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00002544 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00002545
Raymond Hettingere0a96002010-12-15 17:54:13 +00002546* The :func:`sys.setfilesystemencoding` function was removed because
2547 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00002548
Raymond Hettingere0a96002010-12-15 17:54:13 +00002549* The :func:`random.seed` function and method now salt string seeds with an
2550 sha512 hash function. To access the previous version of *seed* in order to
2551 reproduce Python 3.1 sequences, set the *version* argument to *1*,
2552 ``random.seed(s, version=1)``.
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00002553
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002554* The previously deprecated :func:`string.maketrans` function has been removed
Raymond Hettinger51e21072011-01-10 23:38:15 +00002555 in favor of the static methods :meth:`bytes.maketrans` and
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002556 :meth:`bytearray.maketrans`. This change solves the confusion around which
2557 types were supported by the :mod:`string` module. Now, :class:`str`,
2558 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
2559 **translate** methods with intermediate translation tables of the appropriate
2560 type.
2561
2562 (Contributed by Georg Brandl; :issue:`5675`.)
2563
2564* The previously deprecated :func:`contextlib.nested` function has been removed
2565 in favor of a plain :keyword:`with` statement which can accept multiple
2566 context managers. The latter technique is faster (because it is built-in),
2567 and it does a better job finalizing multiple context managers when one of them
2568 raises an exception::
2569
Raymond Hettinger6f0d59b2011-01-17 23:10:55 +00002570 with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
2571 for line in infile:
2572 if '<critical>' in line:
2573 outfile.write(line)
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00002574
2575 (Contributed by Georg Brandl and Mattias Brändström;
2576 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)
Victor Stinnerda9ec992010-12-28 13:26:42 +00002577
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002578* :func:`struct.pack` now only allows bytes for the ``s`` string pack code.
2579 Formerly, it would accept text arguments and implicitly encode them to bytes
2580 using UTF-8. This was problematic because it made assumptions about the
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002581 correct encoding and because a variable-length encoding can fail when writing
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002582 to fixed length segment of a structure.
Victor Stinnerda9ec992010-12-28 13:26:42 +00002583
Raymond Hettinger2169ee22011-01-05 22:27:49 +00002584 Code such as ``struct.pack('<6sHHBBB', 'GIF87a', x, y)`` should be rewritten
2585 with to use bytes instead of text, ``struct.pack('<6sHHBBB', b'GIF87a', x, y)``.
2586
Raymond Hettingerde2e6182011-01-10 05:40:57 +00002587 (Discovered by David Beazley and fixed by Victor Stinner; :issue:`10783`.)
Raymond Hettingere40808a2011-01-05 23:00:00 +00002588
2589* The :class:`xml.etree.ElementTree` class now raises an
2590 :exc:`xml.etree.ElementTree.ParseError` when a parse fails. Previously it
2591 raised a :exc:`xml.parsers.expat.ExpatError`.
2592
2593* The new, longer :func:`str` value on floats may break doctests which rely on
2594 the old output format.
Antoine Pitroubcba4342011-01-16 18:29:34 +00002595
2596* In :class:`subprocess.Popen`, the default value for *close_fds* is now
2597 ``True`` under Unix; under Windows, it is ``True`` if the three standard
2598 streams are set to ``None``, ``False`` otherwise. Previously, *close_fds*
2599 was always ``False`` by default, which produced difficult to solve bugs
2600 or race conditions when open file descriptors would leak into the child
2601 process.
2602
Antoine Pitrouf7fb7622011-01-16 18:34:09 +00002603* Support for legacy HTTP 0.9 has been removed from :mod:`urllib.request`
2604 and :mod:`http.client`. Such support is still present on the server side
2605 (in :mod:`http.server`).
2606
2607 (Contributed by Antoine Pitrou, :issue:`10711`.)
2608
Antoine Pitrou2e8ec222011-01-16 18:41:36 +00002609* SSL sockets in timeout mode now raise :exc:`socket.timeout` when a timeout
2610 occurs, rather than a generic :exc:`~ssl.SSLError`.
2611
2612 (Contributed by Antoine Pitrou, :issue:`10272`.)
Antoine Pitrouebeb9032011-01-16 18:45:17 +00002613
2614* The misleading functions :c:func:`PyEval_AcquireLock()` and
2615 :c:func:`PyEval_ReleaseLock()` have been officially deprecated. The
2616 thread-state aware APIs (such as :c:func:`PyEval_SaveThread()`
2617 and :c:func:`PyEval_RestoreThread()`) should be used instead.
Raymond Hettinger50307b62011-01-24 01:18:30 +00002618
2619* Due to security risks, :func:`asyncore.handle_accept` has been deprecated, and
Raymond Hettinger9c2fc472011-01-31 06:14:48 +00002620 a new function, :func:`asyncore.handle_accepted`, was added to replace it.
Raymond Hettinger50307b62011-01-24 01:18:30 +00002621
2622 (Contributed by Giampaolo Rodola in :issue:`6706`.)