blob: e49db1ed1d4a20f046fb1efddcfc8e33a3bcbf45 [file] [log] [blame]
Raymond Hettingerd73be672010-12-18 10:48:26 +00001****************************
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00002 What's New In Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00003****************************
4
5:Author: Raymond Hettinger
6:Release: |release|
7:Date: |today|
8
9.. $Id$
10 Rules for maintenance:
11
12 * Anyone can add text to this document. Do not spend very much time
13 on the wording of your changes, because your text will probably
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000014 get rewritten.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000015
16 * The maintainer will go through Misc/NEWS periodically and add
17 changes; it's therefore more important to add your changes to
18 Misc/NEWS than to this file.
19
20 * This is not a complete list of every single change; completeness
21 is the purpose of Misc/NEWS. Some changes I consider too small
22 or esoteric to include. If such a change is added to the text,
23 I'll just remove it. (This is another reason you shouldn't spend
24 too much time on writing your addition.)
25
26 * If you want to draw your new text to the attention of the
27 maintainer, add 'XXX' to the beginning of the paragraph or
28 section.
29
30 * It's OK to just add a fragmentary note about a change. For
31 example: "XXX Describe the transmogrify() function added to the
32 socket module." The maintainer will research the change and
33 write the necessary text.
34
35 * You can comment out your additions if you like, but it's not
36 necessary (especially when a final release is some months away).
37
38 * Credit the author of a patch or bugfix. Just the name is
Georg Brandlda0a2112010-09-05 11:28:33 +000039 sufficient; the e-mail address isn't necessary. It's helpful to
40 add the issue number:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000041
Éric Araujo4234ad42010-09-05 17:32:25 +000042 XXX Describe the transmogrify() function added to the socket
43 module.
44
45 (Contributed by P.Y. Developer; :issue:`12345`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000046
47 This saves the maintainer the effort of going through the SVN log
48 when researching a change.
49
Raymond Hettingerffad35e2010-12-14 21:12:03 +000050This article explains the new features in Python 3.2 as compared to 3.1. It
51focuses on a few highlights and gives a few examples. For full details, see the
52:source:`Misc/NEWS <Misc/NEWS>` file.
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000053
Raymond Hettinger6778fa92010-12-21 20:09:55 +000054.. seealso::
55
56 :pep:`392` - Python 3.2 Release Schedule
Raymond Hettinger6e6565b2009-06-28 20:56:11 +000057
Martin v. Löwis932e49e2010-12-04 13:49:32 +000058PEP 384: Defining a Stable ABI
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000059==============================
60
61In the past, extension modules built for one Python version were often
62not usable with other Python versions. Particularly on Windows, every
63feature release of Python required rebuilding all extension modules that
64one wanted to use. This requirement was the result of the free access to
65Python interpreter internals that extension modules could use.
66
67With Python 3.2, an alternative approach becomes available: extension
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000068modules which restrict themselves to a limited API (by defining
Martin v. Löwis4d0d4712010-12-03 20:14:31 +000069Py_LIMITED_API) cannot use many of the internals, but are constrained
70to a set of API functions that are promised to be stable for several
71releases. As a consequence, extension modules built for 3.2 in that
72mode will also work with 3.3, 3.4, and so on. Extension modules that
73make use of details of memory structures can still be built, but will
74need to be recompiled for every feature release.
75
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000076.. seealso::
77
Georg Brandl65b2eb92010-12-05 11:42:38 +000078 :pep:`384` - Defining a Stable ABI
Raymond Hettinger2c1ecc32010-12-07 09:55:02 +000079 PEP written by Martin von Löwis.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +000080
Raymond Hettingera5a35542010-12-05 00:39:18 +000081PEP 389: Argparse Command Line Parsing Module
82=============================================
83
84A new module for command line parsing, :mod:`argparse`, was introduced to
85overcome the limitations of :mod:`optparse` which did not provide support for
Raymond Hettinger677e10a2010-12-07 06:45:30 +000086positional arguments (not just options), subcommands, required options and other
Raymond Hettinger413abbc2010-12-05 07:06:47 +000087common patterns of specifying and validating options.
Raymond Hettingera5a35542010-12-05 00:39:18 +000088
89This module has already has wide-spread success in the community as a
Raymond Hettingerb1ff4022010-12-08 11:19:45 +000090third-party module. Being more fully featured than its predecessor, the
91:mod:`argparse` module is now the preferred module for command-line processing.
92The older module is still being kept available because of the substantial amount
93of legacy code that depends on it.
Raymond Hettingera5a35542010-12-05 00:39:18 +000094
Raymond Hettinger677e10a2010-12-07 06:45:30 +000095Here's an annotated example parser showing features like limiting results to a
96set of choices, specifying a *metavar* in the help screen, validating that one
Raymond Hettinger68f1e8d2010-12-07 09:24:30 +000097or more positional arguments is present, and making a required option::
Raymond Hettinger677e10a2010-12-07 06:45:30 +000098
99 import argparse
100 parser = argparse.ArgumentParser(
101 description = 'Manage servers', # main description for help
102 epilog = 'Tested on Solaris and Linux') # displayed after help
103 parser.add_argument('action', # argument name
104 choices = ['deploy', 'start', 'stop'], # one of four allowed values
105 help = 'action on each target') # help msg
106 parser.add_argument('targets',
107 metavar = 'HOSTNAME', # var name used in help msg
108 nargs = '+', # require 1 or more targets
109 help = 'url for target machines') # help msg explanation
110 parser.add_argument('-u', '--user', # -u or --user option
111 required = True, # make this a required argument
112 help = 'login as user')
113
114Example of calling the parser on a command string::
115
116 >>> cmd = 'deploy sneezy.example.com sleepy.example.com -u skycaptain'
117 >>> result = parser.parse_args(cmd.split())
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000118 >>> result.action
119 'deploy'
120 >>> result.targets
121 ['sneezy.example.com', 'sleepy.example.com']
122 >>> result.user
123 'skycaptain'
124
125Example of the parser's automatically generated help::
126
127 >>> parser.parse_args('-h'.split())
128
Raymond Hettinger3fcf0022010-12-08 01:13:53 +0000129 usage: manage_cloud.py [-h] -u USER
130 {deploy,start,stop} HOSTNAME [HOSTNAME ...]
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000131
132 Manage servers
133
134 positional arguments:
135 {deploy,start,stop} action on each target
136 HOSTNAME url for target machines
137
138 optional arguments:
139 -h, --help show this help message and exit
140 -u USER, --user USER login as user
141
142 Tested on Solaris and Linux
143
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000144An especially nice :mod:`argparse` feature is the ability to define subparsers,
145each with their own argument patterns and help displays::
146
147 import argparse
148 parser = argparse.ArgumentParser(prog='HELM')
149 subparsers = parser.add_subparsers()
150
151 parser_l = subparsers.add_parser('launch', help='Launch Control') # first subgroup
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000152 parser_l.add_argument('-m', '--missiles', action='store_true')
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000153 parser_l.add_argument('-t', '--torpedos', action='store_true')
154
Raymond Hettinger3094ed82010-12-18 09:41:32 +0000155 parser_m = subparsers.add_parser('move', help='Move Vessel', # second subgroup
156 aliases=('steer', 'turn')) # equivalent names
Raymond Hettingerb1ff4022010-12-08 11:19:45 +0000157 parser_m.add_argument('-c', '--course', type=int, required=True)
158 parser_m.add_argument('-s', '--speed', type=int, default=0)
159
160 $ ./helm.py --help # top level help (launch and move)
161 $ ./helm.py launch --help # help for launch options
162 $ ./helm.py launch --missiles # set missiles=True and torpedos=False
Raymond Hettinger3094ed82010-12-18 09:41:32 +0000163 $ ./helm.py steer --course 180 --speed 5 # set movement parameters
Raymond Hettingera5a35542010-12-05 00:39:18 +0000164
165.. seealso::
166
167 :pep:`389` - New Command Line Parsing Module
168 PEP written by Steven Bethard.
169
Raymond Hettinger677e10a2010-12-07 06:45:30 +0000170 :ref:`upgrading-optparse-code` for details on the differences from
171 :mod:`optparse`.
172
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000173
Éric Araujo4234ad42010-09-05 17:32:25 +0000174PEP 391: Dictionary Based Configuration for Logging
175====================================================
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000176
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000177The :mod:`logging` module provided two kinds of configuration, one style with
178function calls for each option or another style driven by an external file saved
179in a :mod:`ConfigParser` format. Those options did not provide the flexibility
Georg Brandl9e75cad2010-09-06 06:45:47 +0000180to create configurations from JSON or YAML files, nor did they support
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000181incremental configuration, which is needed for specifying logger options from a
182command line.
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000183
184To support a more flexible style, the module now offers
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000185:func:`logging.config.dictConfig` for specifying logging configuration with
186plain Python dictionaries. The configuration options include formatters,
187handlers, filters, and loggers. Here's a working example of a configuration
188dictionary::
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000189
Georg Brandlda0a2112010-09-05 11:28:33 +0000190 {"version": 1,
191 "formatters": {"brief": {"format": "%(levelname)-8s: %(name)-15s: %(message)s"},
192 "full": {"format": "%(asctime)s %(name)-15s %(levelname)-8s %(message)s"},
193 },
194 "handlers": {"console": {
195 "class": "logging.StreamHandler",
196 "formatter": "brief",
197 "level": "INFO",
198 "stream": "ext://sys.stdout"},
199 "console_priority": {
200 "class": "logging.StreamHandler",
201 "formatter": "full",
202 "level": "ERROR",
203 "stream": "ext://sys.stderr"},
204 },
205 "root": {"level": "DEBUG", "handlers": ["console", "console_priority"]}}
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000206
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000207
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000208If that dictionary is stored in a file called :file:`conf.json`, it can be
209loaded and called with code like this::
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000210
211 >>> import logging.config
212 >>> logging.config.dictConfig(json.load(open('conf.json', 'rb')))
213 >>> logging.info("Transaction completed normally")
214 >>> logging.critical("Abnormal termination")
215
Raymond Hettingeref2335c2010-09-05 08:35:38 +0000216.. seealso::
217
218 :pep:`391` - Dictionary Based Configuration for Logging
219 PEP written by Vinay Sajip.
220
Georg Brandl97b20da2010-11-16 15:15:29 +0000221PEP 3148: The ``concurrent.futures`` module
222============================================
223
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000224Code for creating and managing concurrency is being collected in a new toplevel
225namespace, *concurrent*. Its first member is a *futures* package which provides
226a uniform high level interface for managing threads and processes.
227
228The design for :mod:`concurrent.futures` was inspired by
229*java.util.concurrent.package*. In that model, a running call and its result
230are represented by a :class:`~concurrent.futures.Future` object which abstracts
231features common to threads, processes, and remote procedure calls. That object
232supports status checks (running or done), timeouts, cancellations, adding
Raymond Hettinger24a09412010-12-08 06:50:02 +0000233callbacks, and access to results or exceptions.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000234
235The primary offering of the new module is a pair of executor classes for
236launching and managing calls. The goal of the executors is to make it easier to
237use existing tools for making parallel calls. They save the effort needed to
238setup a pool of resources, launch the calls, create a results queue, add
239time-out handling, and limit the total number of threads, processes, or remote
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000240procedure calls.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000241
242Ideally, each application should share a single executor across multiple
243components so that process and thread limits can be centrally managed. This
244solves the design challenge that arises when each component has its own
245competing strategy for resource management.
246
Raymond Hettingerb1055192010-12-08 06:42:41 +0000247Both classes share a common interface with three methods:
248:meth:`~concurrent.futures.Executor.submit` for scheduling a callable and
249returning a :class:`~concurrent.futures.Future` object;
250:meth:`~concurrent.futures.Executor.map` for scheduling many asynchronous calls
Raymond Hettinger83d80792010-12-08 06:48:33 +0000251at a time, and :meth:`~concurrent.futures.Executor.shutdown` for freeing
252resources. The class is a :term:`context manager` and can be used within a
253:keyword:`with` statement to assure that resources are automatically released
254when currently pending futures are done executing.
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000255
Raymond Hettingerb1055192010-12-08 06:42:41 +0000256A simple of example of :class:`~concurrent.futures.ThreadPoolExecutor` is a
Raymond Hettinger83d80792010-12-08 06:48:33 +0000257launch of four parallel threads for copying files::
Raymond Hettingerb1055192010-12-08 06:42:41 +0000258
259 import shutil
260 with ThreadPoolExecutor(max_workers=4) as e:
261 e.submit(shutil.copy, 'src1.txt', 'dest1.txt')
262 e.submit(shutil.copy, 'src2.txt', 'dest2.txt')
263 e.submit(shutil.copy, 'src3.txt', 'dest3.txt')
264 e.submit(shutil.copy, 'src3.txt', 'dest4.txt')
265
Raymond Hettinger6f04adc2010-12-04 22:56:25 +0000266.. seealso::
267
Raymond Hettingera5a35542010-12-05 00:39:18 +0000268 :pep:`3148` - Futures -- Execute Computations Asynchronously
Andrew M. Kuchling42877fe2010-12-15 02:37:01 +0000269 PEP written by Brian Quinlan.
Georg Brandl97b20da2010-11-16 15:15:29 +0000270
Raymond Hettinger83d80792010-12-08 06:48:33 +0000271 :ref:`Code for Threaded Parallel URL reads<threadpoolexecutor-example>`, an
272 example using threads to fetch multiple web pages in parallel.
273
274 :ref:`Code for computing prime numbers in
275 parallel<processpoolexecutor-example>`, an example demonstrating
276 :class:`~concurrent.futures.ProcessPoolExecutor`.
277
278
Georg Brandlda0a2112010-09-05 11:28:33 +0000279
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000280PEP 3147: PYC Repository Directories
281=====================================
282
David Malcolm778645a2010-12-07 00:32:04 +0000283Python's scheme for caching bytecode in *.pyc* files did not work well in
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000284environments with multiple Python interpreters. If one interpreter encountered
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000285a cached file created by another interpreter, it would recompile the source and
286overwrite the cached file, thus losing the benefits of caching.
287
288The issue of "pyc fights" has become more pronounced as it has become
Éric Araujo4234ad42010-09-05 17:32:25 +0000289commonplace for Linux distributions to ship with multiple versions of Python.
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000290These conflicts also arise with CPython alternatives such as Unladen Swallow.
291
292To solve this problem, Python's import machinery has been extended to use
Éric Araujo4234ad42010-09-05 17:32:25 +0000293distinct filenames for each interpreter. Instead of Python 3.2 and Python 3.3 and
294Unladen Swallow each competing for a file called "mymodule.pyc", they will now
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000295look for "mymodule.cpython-32.pyc", "mymodule.cpython-33.pyc", and
Éric Araujo4234ad42010-09-05 17:32:25 +0000296"mymodule.unladen10.pyc". And to prevent all of these new files from
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000297cluttering source directories, the *pyc* files are now collected in a
298"__pycache__" directory stored under the package directory.
299
300Aside from the filenames and target directories, the new scheme has a few
301aspects that are visible to the programmer:
302
Georg Brandlda0a2112010-09-05 11:28:33 +0000303* Imported modules now have a :attr:`__cached__` attribute which stores the name
304 of the actual file that was imported:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000305
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000306 >>> import collections
307 >>> collections.__cached__
308 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000309
310* The tag that is unique to each interpreter is accessible from the :mod:`imp`
Georg Brandlda0a2112010-09-05 11:28:33 +0000311 module:
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000312
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000313 >>> import imp
314 >>> imp.get_tag()
315 'cpython-32'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000316
317* Scripts that try to deduce source filename from the imported file now need to
318 be smarter. It is no longer sufficient to simply strip the "c" from a ".pyc"
319 filename. Instead, use the new functions in the :mod:`imp` module:
320
Georg Brandlda0a2112010-09-05 11:28:33 +0000321 >>> imp.source_from_cache('c:/py32/lib/__pycache__/collections.cpython-32.pyc')
322 'c:/py32/lib/collections.py'
323 >>> imp.cache_from_source('c:/py32/lib/collections.py')
324 'c:/py32/lib/__pycache__/collections.cpython-32.pyc'
Raymond Hettingerf95b1992010-09-04 23:53:24 +0000325
326* The :mod:`py_compile` and :mod:`compileall` modules have been updated to
327 reflect the new naming convention and target directory.
328
329.. seealso::
330
331 :pep:`3147` - PYC Repository Directories
332 PEP written by Barry Warsaw.
333
Georg Brandlda0a2112010-09-05 11:28:33 +0000334
Georg Brandl3ad46752010-12-05 07:59:29 +0000335PEP 3149: ABI Version Tagged .so Files
336======================================
Georg Brandlf11c6c42010-09-03 22:20:58 +0000337
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000338The PYC repository directory allows multiple bytecode cache files to be
339co-located. This PEP implements a similar mechanism for shared object files by
340giving them a common directory and distinct names for each version.
Georg Brandlf11c6c42010-09-03 22:20:58 +0000341
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000342The common directory is "pyshared" and the file names are made distinct by
343identifying the Python implementation (such as CPython, PyPy, Jython, etc.), the
344major and minor version numbers, and optional build flags (such as "d" for
Éric Araujo4234ad42010-09-05 17:32:25 +0000345debug, "m" for pymalloc, "u" for wide-unicode). For an arbitrary package "foo",
Raymond Hettingerebea6fa2010-09-05 00:27:25 +0000346you may see these files when the distribution package is installed::
347
348 /usr/share/pyshared/foo.cpython-32m.so
349 /usr/share/pyshared/foo.cpython-33md.so
350
351In Python itself, the tags are accessible from functions in the :mod:`sysconfig`
352module::
353
354 >>> import sysconfig
355 >>> sysconfig.get_config_var('SOABI') # find the version tag
356 'cpython-32mu'
357 >>> sysconfig.get_config_var('SO') # find the full filename extension
358 'cpython-32mu.so'
359
360.. seealso::
361
362 :pep:`3149` - ABI Version Tagged .so Files
363 PEP written by Barry Warsaw.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000364
Raymond Hettinger3df46212011-01-06 02:01:26 +0000365PEP 3333: Python Web Server Gateway Interface v1.0.1
366=====================================================
367
368This informational PEP clarifies how bytes/text issues are to be handled by the
369WGSI protocol. The challenge is that string handling in Python 3 is most
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000370conveniently handled with the :class:`str` type even though the HTTP protocol
Raymond Hettinger3df46212011-01-06 02:01:26 +0000371is itself bytes oriented.
372
373The PEP differentiates so-called *native strings* that are used for
374request/response headers and metadata versus *byte strings* which are used for
375the bodies of requests and responses.
376
377The *native strings* are always of type :class:`str` but are restricted to code
378points between *u0000* through *u00FF* which are translatable to bytes using
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000379*Latin-1* encoding. These strings are used for the keys and values in the
380environ dictionary and for response headers and statuses in the
381:func:`start_response` function. They must follow :rfc:`2616` with respect to
Raymond Hettinger3df46212011-01-06 02:01:26 +0000382encoding. That is, they must either be *ISO-8859-1* characters or use
383:rfc:`2047` MIME encoding.
384
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000385For developers porting WSGI applications from Python 2, here are the salient
386points:
387
388* If the app already used strings for headers in Python 2, no change is needed.
389
390* If instead, the app encoded output headers or decoded input headers, then the
391 headers will need to be re-encoded to Latin-1. For example, an output header
392 encoded in utf-8 was using ``h.encode('utf-8')`` now needs to convert from
393 bytes to native strings using ``h.encode('utf-8').decode('latin-1')``.
394
395* Values yielded by an application or sent using the :meth:`write` method
Raymond Hettinger51e21072011-01-10 23:38:15 +0000396 must be byte strings. The :func:`start_response` function and environ
397 must use native strings. The two cannot be mixed.
Raymond Hettinger32e8fea2011-01-07 21:04:30 +0000398
399For server implementers writing CGI-to-WSGI pathways or other CGI-style
400protocols, the users must to be able access the environment using native strings
401eventhough the underlying platform may have a different convention. To bridge
402this gap, the :mod:`wsgiref` module has a new function,
403:func:`wsgiref.handlers.read_environ` for transcoding CGI variables from
404:attr:`os.environ` into native strings and returning a new dictionary.
Raymond Hettinger3df46212011-01-06 02:01:26 +0000405
406.. seealso::
407
408 :pep:`3333` - Python Web Server Gateway Interface v1.0.1
409 PEP written by Phillip Eby.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000410
411Other Language Changes
412======================
413
414Some smaller changes made to the core Python language are:
415
Raymond Hettingere5e1a982010-12-05 08:35:21 +0000416* String formatting for :func:`format` and :meth:`str.format` gained new
417 capabilities for the format character **#**. Previously, for integers in
418 binary, octal, or hexadecimal, it caused the output to be prefixed with '0b',
419 '0o', or '0x' respectively. Now it can also handle floats, complex, and
420 Decimal, causing the output to always have a decimal point even when no digits
421 follow it.
Raymond Hettingere5e728b2010-12-05 06:35:16 +0000422
423 >>> format(20, '#o')
424 '0o24'
425 >>> format(12.34, '#5.0f')
426 ' 12.'
427
428 (Suggested by Mark Dickinson and implemented by Eric Smith in :issue:`7094`.)
Raymond Hettinger43b5a852010-12-05 04:04:21 +0000429
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000430* The interpreter can now be started with a quiet option, ``-q``, to suppress
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000431 the copyright and version information from being displayed in the interactive
432 mode. The option can be introspected using the :attr:`sys.flags` attribute::
Raymond Hettinger7d967712011-01-05 20:24:08 +0000433
434 $ python -q
435 >>> sys.flags
436 sys.flags(debug=0, division_warning=0, inspect=0, interactive=0,
437 optimize=0, dont_write_bytecode=0, no_user_site=0, no_site=0,
438 ignore_environment=0, verbose=0, bytes_warning=0, quiet=1)
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000439
Raymond Hettinger51e21072011-01-10 23:38:15 +0000440 (Contributed by Marcin Wojdyr in :issue:`1772833`).
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000441
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000442* The :func:`hasattr` function works by calling :func:`getattr` and detecting
443 whether an exception is raised. This technique allows it to detect methods
444 created dynamically by :meth:`__getattr__` or :meth:`__getattribute__` which
Raymond Hettinger90a4b312011-01-06 02:08:30 +0000445 would otherwise be absent from the class dictionary. Formerly, *hasattr*
446 would catch any exception, possibly masking genuine errors. Now, *hasattr*
447 has been tightened to only catch :exc:`AttributeError` and let other
448 exceptions pass through.
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000449
Raymond Hettingera55ffbc2010-12-15 18:31:57 +0000450 (Discovered by Yury Selivanov and fixed by Benjamin Peterson; :issue:`9666`.)
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000451
Éric Araujo4234ad42010-09-05 17:32:25 +0000452* The :func:`str` of a float or complex number is now the same as its
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000453 :func:`repr`. Previously, the :func:`str` form was shorter but that just
Éric Araujo4234ad42010-09-05 17:32:25 +0000454 caused confusion and is no longer needed now that the shortest possible
Georg Brandlda0a2112010-09-05 11:28:33 +0000455 :func:`repr` is displayed by default:
Raymond Hettingerbb734c62010-09-05 05:56:44 +0000456
Raymond Hettinger92ba2862010-09-06 01:16:46 +0000457 >>> repr(math.pi)
458 '3.141592653589793'
459 >>> str(math.pi)
460 '3.141592653589793'
Raymond Hettinger1784ff02010-09-05 01:00:19 +0000461
Georg Brandlda0a2112010-09-05 11:28:33 +0000462 (Proposed and implemented by Mark Dickinson; :issue:`9337`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000463
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +0000464* :class:`memoryview` objects now have a :meth:`~memoryview.release()` method
465 and they also now support the context manager protocol. This allows timely
466 release of any resources that were acquired when requesting a buffer from the
467 original object.
Antoine Pitroud3052002010-09-15 15:09:40 +0000468
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000469 >>> with memoryview(b'abcdefgh') as v:
470 ... print(v.tolist())
471 ...
472 [97, 98, 99, 100, 101, 102, 103, 104]
473
Antoine Pitroud3052002010-09-15 15:09:40 +0000474 (Added by Antoine Pitrou; :issue:`9757`.)
475
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000476* Previously it was illegal to delete a name from the local namespace if it
477 occurs as a free variable in a nested block::
478
479 >>> def outer(x):
480 ... def inner():
481 ... return x
482 ... inner()
483 ... del x
484
485 This is now allowed. Remember that the target of an :keyword:`except` clause
486 is cleared, so this code which used to work with Python 2.6, raised a
487 :exc:`SyntaxError` with Python 3.1 and now works again::
488
489 >>> def f():
490 ... def print_error():
491 ... print(e)
492 ... try:
493 ... something
494 ... except Exception as e:
495 ... print_error()
496 ... # implicit "del e" here
497
498 (See :issue:`4617`.)
499
Raymond Hettinger480ed782010-12-15 22:07:15 +0000500* The internal :c:type:`structsequence` tool now creates subclasses of tuple.
Raymond Hettinger51e21072011-01-10 23:38:15 +0000501 This means that C structures like those returned by :func:`os.stat`,
Raymond Hettinger480ed782010-12-15 22:07:15 +0000502 :func:`time.gmtime`, and :func:`sys.version_info` now work like a
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000503 :term:`named tuple` and now work with functions and methods that
Raymond Hettinger480ed782010-12-15 22:07:15 +0000504 expect a tuple as an argument. The is a big step forward in making the C
505 structures as flexible as their pure Python counterparts.
506
507 (Suggested by Arfrever Frehtes Taifersar Arahesis and implemented
508 by Benjamin Peterson in :issue:`8413`.)
509
Michael Foord5e9b14c2010-12-22 10:39:04 +0000510* Warnings are now easier to control. A :envvar:`PYTHONWARNINGS` environment
Raymond Hettinger480ed782010-12-15 22:07:15 +0000511 variable is now available as an alternative to using ``-W`` at the command
512 line.
513
514 (Suggested by Barry Warsaw and implemented by Philip Jenvey in :issue:`7301`.)
515
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000516* A new warning category, :exc:`ResourceWarning`, has been added. It is
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000517 emitted when potential issues with resource consumption or cleanup
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000518 are detected. It is silenced by default in normal release builds, but
Raymond Hettingerc269ae82010-12-05 01:01:52 +0000519 can be enabled through the means provided by the :mod:`warnings`
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000520 module, or on the command line.
521
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000522 A :exc:`ResourceWarning` is issued at interpreter shutdown if the
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000523 :data:`gc.garbage` list isn't empty. This is meant to make the programmer
524 aware that their code contains object finalization issues.
525
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000526 A :exc:`ResourceWarning` is also issued when a :term:`file object` is destroyed
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000527 without having been explicitly closed. While the deallocator for such
528 object ensures it closes the underlying operating system resource
529 (usually, a file descriptor), the delay in deallocating the object could
530 produce various issues, especially under Windows. Here is an example
531 of enabling the warning from the command line::
532
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000533 $ python -q -Wdefault
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000534 >>> f = open("foo", "wb")
535 >>> del f
536 __main__:1: ResourceWarning: unclosed file <_io.BufferedWriter name='foo'>
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000537
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000538 (Added by Antoine Pitrou and Georg Brandl in :issue:`10093` and :issue:`477863`.)
Antoine Pitrou7d15a722010-11-05 22:13:55 +0000539
Raymond Hettingera0266332010-12-07 08:52:41 +0000540* :class:`range` objects now support *index* and *count* methods. This is part
541 of an effort to make more objects fully implement the
542 :class:`collections.Sequence` :term:`abstract base class`. As a result, the
543 language will have a more uniform API. In addition, :class:`range` objects
544 now support slicing and negative indices. This makes *range* more
Raymond Hettinger2ffa6712010-12-08 10:18:21 +0000545 interoperable with lists::
546
547 >>> range(0, 100, 2).count(10)
548 1
549 >>> range(0, 100, 2).index(10)
550 5
551 >>> range(0, 100, 2)[5]
552 10
553 >>> range(0, 100, 2)[0:5]
554 range(0, 10, 2)
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000555
Raymond Hettingereb70b902011-01-10 21:26:49 +0000556 (Contributed by Daniel Stutzbach in :issue:`9213` and by Alexander Belopolsky
Raymond Hettingerdadf93c2010-12-05 02:56:21 +0000557 in :issue:`2690`.)
Nick Coghlan37ee8502010-12-03 14:26:13 +0000558
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000559* The :func:`callable` builtin function from Py2.x was resurrected. It provides
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000560 a concise, readable alternative to using an :term:`abstract base class` in an
Raymond Hettinger792c0762010-12-09 16:41:54 +0000561 expression like ``isinstance(x, collections.Callable)``:
562
563 >>> callable(max)
564 True
565 >>> callable(20)
566 False
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +0000567
568 (See :issue:`10518`.)
Amaury Forgeot d'Arcba117ef2010-09-10 21:39:53 +0000569
Raymond Hettinger070ec702010-12-10 17:45:13 +0000570* Python's import mechanism can now load module installed in directories with
571 non-ASCII characters in the path name.
572
573 (Required extensive work by Victor Stinner in :issue:`9425`.)
574
575
Raymond Hettinger6e6565b2009-06-28 20:56:11 +0000576New, Improved, and Deprecated Modules
577=====================================
578
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000579Python's standard library has undergone significant maintenance efforts and
580quality improvements.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000581
582The biggest news for Python 3.2 is that the :mod:`email` package and
Raymond Hettinger99db3fd2010-12-15 19:33:49 +0000583:mod:`nntplib` modules now work correctly with the bytes/text model in Python 3.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000584For the first time, there is correct handling of inputs with mixed encodings.
585
Raymond Hettinger6046e222010-12-16 00:21:08 +0000586Throughout the standard library, there has been more careful attention to
587encodings and text versus bytes issues. In particular, interactions with the
588operating system are now better able to pass non-ASCII data using the Windows
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000589mcbs encoding, locale-aware encodings, or UTF-8.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000590
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000591Another significant win is the addition of substantially better support for
592*SSL* connections and security certificates.
593
Raymond Hettinger51e21072011-01-10 23:38:15 +0000594In addition, more classes now implement a :term:`context manager` to support
595convenient and reliable resource clean-up using the :keyword:`with`-statement.
Raymond Hettingere434b3b2010-12-15 19:20:01 +0000596
Raymond Hettinger0358a172010-12-15 19:00:38 +0000597email
598-----
599
600The usability of the :mod:`email` package in Python 3 has been mostly fixed by
601the extensive efforts of R. David Murray. The problem was that emails are
602typically read and stored in the form of :class:`bytes` rather than :class:`str`
603text, and they may contain multiple encodings within a single email. So, the
604email package had to be extended to parse and generate email messages in bytes
605format.
606
607* New functions :func:`~email.message_from_bytes` and
608 :func:`~email.message_from_binary_file`, and new classes
609 :class:`~email.parser.BytesFeedParser` and :class:`~email.parser.BytesParser`
610 allow binary message data to be parsed into model objects.
611
612* Given bytes input to the model, :meth:`~email.message.Message.get_payload`
613 will by default decode a message body that has a
614 :mailheader:`Content-Transfer-Encoding` of *8bit* using the charset
615 specified in the MIME headers and return the resulting string.
616
617* Given bytes input to the model, :class:`~email.generator.Generator` will
618 convert message bodies that have a :mailheader:`Content-Transfer-Encoding` of
619 *8bit* to instead have a *7bit* :mailheader:`Content-Transfer-Encoding`.
Raymond Hettingerc08ea612011-01-08 10:32:31 +0000620
621.. XXX: Headers with Un-encoded non-ASCII bytes will be :rfc:`2047`\ -encoded using the charset `unknown-8bit`.
Raymond Hettinger0358a172010-12-15 19:00:38 +0000622
623* A new class :class:`~email.generator.BytesGenerator` produces bytes as output,
624 preserving any unchanged non-ASCII data that was present in the input used to
625 build the model, including message bodies with a
626 :mailheader:`Content-Transfer-Encoding` of *8bit*.
627
628* The :mod:`smtplib` :class:`~smtplib.SMTP` class now accepts a byte string
629 for the *msg* argument to the :meth:`~smtplib.SMTP.sendmail` method,
630 and a new method, :meth:`~smtplib.SMTP.send_message` accepts a
631 :class:`~email.message.Message` object and can optionally obtain the
632 *from_addr* and *to_addrs* addresses directly from the object.
633
634.. XXX Update before 3.2rc1 to reflect all of the latest work and add examples.
635
636(Proposed and implemented by R. David Murray, :issue:`4661` and :issue:`10321`.)
637
Raymond Hettinger6046e222010-12-16 00:21:08 +0000638elementtree
639-----------
640
Georg Brandl5d53fdd2010-12-18 11:58:12 +0000641The :mod:`xml.etree.ElementTree` package and its :mod:`xml.etree.cElementTree`
Raymond Hettinger6046e222010-12-16 00:21:08 +0000642counterpart have been updated to version 1.3.
643
644Several new and useful functions and methods have been added:
645
646* :func:`xml.etree.ElementTree.fromstringlist` which builds an XML document
647 from a sequence of fragments
648* :func:`xml.etree.ElementTree.register_namespace` for registering a global
649 namespace prefix
650* :func:`xml.etree.ElementTree.tostringlist` for string representation
651 including all sublists
652* :meth:`xml.etree.ElementTree.Element.extend` for appending a sequence of zero
653 or more elements
654* :meth:`xml.etree.ElementTree.Element.iterfind` searches an element and
655 subelements
656* :meth:`xml.etree.ElementTree.Element.itertext` creates a text iterator over
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000657 an element and its subelements
Raymond Hettinger6046e222010-12-16 00:21:08 +0000658* :meth:`xml.etree.ElementTree.TreeBuilder.end` closes the current element
659* :meth:`xml.etree.ElementTree.TreeBuilder.doctype` handles a doctype
660 declaration
661
662Two methods have been deprecated:
663
664* :meth:`xml.etree.ElementTree.getchildren` use ``list(elem)`` instead.
665* :meth:`xml.etree.ElementTree.getiterator` use ``Element.iter`` instead.
666
667For details of the update, see `Introducing ElementTree
668<http://effbot.org/zone/elementtree-13-intro.htm>`_ on Fredrik Lundh's website.
669
Antoine Pitrou12de8ac2010-12-16 13:33:56 +0000670(Contributed by Florent Xicluna and Fredrik Lundh, :issue:`6472`.)
Raymond Hettinger0358a172010-12-15 19:00:38 +0000671
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000672functools
673---------
674
Éric Araujo4234ad42010-09-05 17:32:25 +0000675* The :mod:`functools` module includes a new decorator for caching function
Georg Brandlda0a2112010-09-05 11:28:33 +0000676 calls. :func:`functools.lru_cache` can save repeated queries to an external
677 resource whenever the results are expected to be the same.
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000678
Raymond Hettinger86f96132010-08-06 23:23:49 +0000679 For example, adding a caching decorator to a database query function can save
680 database accesses for popular searches::
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000681
Georg Brandlda0a2112010-09-05 11:28:33 +0000682 @functools.lru_cache(maxsize=300)
683 def get_phone_number(name):
684 c = conn.cursor()
685 c.execute('SELECT phonenumber FROM phonelist WHERE name=?', (name,))
686 return c.fetchone()[0]
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000687
Georg Brandlda0a2112010-09-05 11:28:33 +0000688 >>> for name in user_requests:
Raymond Hettinger7496b412010-11-30 19:15:45 +0000689 ... get_phone_number(name) # cached lookup
690
691 To help with choosing an effective cache size, the wrapped function is
692 instrumented for tracking cache statistics:
693
Raymond Hettinger5e20bab2010-11-30 07:13:04 +0000694 >>> get_phone_number.cache_info()
Raymond Hettinger7496b412010-11-30 19:15:45 +0000695 CacheInfo(hits=4805, misses=980, maxsize=300, currsize=300)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000696
Raymond Hettingerf3098282010-08-15 03:30:45 +0000697 If the phonelist table gets updated, the outdated contents of the cache can be
Georg Brandlda0a2112010-09-05 11:28:33 +0000698 cleared with:
Raymond Hettingerf3098282010-08-15 03:30:45 +0000699
Georg Brandlda0a2112010-09-05 11:28:33 +0000700 >>> get_phone_number.cache_clear()
Raymond Hettingerf3098282010-08-15 03:30:45 +0000701
Raymond Hettinger6e353942010-12-04 23:42:12 +0000702 (Contributed by Raymond Hettinger and incorporating design ideas from
Raymond Hettingerb87ba262010-12-06 04:31:40 +0000703 Jim Baker, Miki Tebeka, and Nick Coghlan.)
Raymond Hettingeraed05eb2010-08-02 01:43:41 +0000704
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000705* The :func:`functools.wraps` decorator now adds a :attr:`__wrapped__` attribute
706 pointing to the original callable function. This allows wrapped functions to
707 be introspected. It also copies :attr:`__annotations__` if defined. And now
708 it also gracefully skips over missing attributes such as :attr:`__doc__` which
Raymond Hettinger5eb63902010-12-09 23:43:34 +0000709 might not be defined for the wrapped callable.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000710
711 (By Nick Coghlan and Terrence Cole; :issue:`9567`, :issue:`3445`, and
712 :issue:`8814`.)
713
Raymond Hettinger6046e222010-12-16 00:21:08 +0000714* To help write classes with rich comparison methods, a new decorator
715 :func:`functools.total_ordering` will use a existing equality and inequality
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000716 methods to fill in the remaining methods.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000717
718 For example, supplying *__eq__* and *__lt__* will enable
719 :func:`~functools.total_ordering` to fill-in *__le__*, *__gt__* and *__ge__*::
720
721 @total_ordering
722 class Student:
723 def __eq__(self, other):
724 return ((self.lastname.lower(), self.firstname.lower()) ==
725 (other.lastname.lower(), other.firstname.lower()))
726 def __lt__(self, other):
727 return ((self.lastname.lower(), self.firstname.lower()) <
728 (other.lastname.lower(), other.firstname.lower()))
729
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000730 With the *total_ordering* decorator, the remaining comparison methods
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000731 are filled in automatically.
Raymond Hettinger6046e222010-12-16 00:21:08 +0000732
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000733 (Contributed by Raymond Hettinger.)
Raymond Hettingerf35a34c2010-12-22 09:11:54 +0000734
Raymond Hettinger6046e222010-12-16 00:21:08 +0000735* To aid in porting programs from Python 2, the :func:`~functools.cmp_to_key`
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000736 function converts an old-style comparison function to
Raymond Hettinger6046e222010-12-16 00:21:08 +0000737 modern :term:`key function`:
738
739 >>> # locale-aware sort order
740 >>> sorted(iterable, key=cmp_to_key(locale.strcoll))
741
742 For sorting examples and a brief sorting tutorial, see the `Sorting HowTo
743 <http://wiki.python.org/moin/HowTo/Sorting/>`_ tutorial.
744
745 (Contributed by Raymond Hettinger.)
746
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000747itertools
748---------
749
Raymond Hettinger673ccf22010-12-07 09:37:11 +0000750* The :mod:`itertools` module has a new :func:`~itertools.accumulate` function
Raymond Hettingera5a35542010-12-05 00:39:18 +0000751 modeled on APL's *scan* operator and on Numpy's *accumulate* function:
Raymond Hettinger6e353942010-12-04 23:42:12 +0000752
753 >>> list(accumulate(8, 2, 50))
754 [8, 10, 60]
755
756 >>> prob_dist = [0.1, 0.4, 0.2, 0.3]
757 >>> list(accumulate(prob_dist)) # cumulative probability distribution
758 [0.1, 0.5, 0.7, 1.0]
759
760 For an example using :func:`~itertools.accumulate`, see the :ref:`examples for
761 the random module <random-examples>`.
762
763 (Contributed by Raymond Hettinger and incorporating design suggestions
764 from Mark Dickinson.)
765
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000766collections
767-----------
768
Raymond Hettinger792c0762010-12-09 16:41:54 +0000769* The :class:`collections.Counter` class now has two forms of in-place
770 subtraction, the existing *-=* operator for `saturating subtraction
771 <http://en.wikipedia.org/wiki/Saturation_arithmetic>`_ and the new
772 :meth:`~collections.Counter.subtract` method for regular subtraction. The
773 former is suitable for `multisets <http://en.wikipedia.org/wiki/Multiset>`_
Raymond Hettingerffad35e2010-12-14 21:12:03 +0000774 which only have positive counts, and the latter is more suitable for use cases
Raymond Hettinger792c0762010-12-09 16:41:54 +0000775 that allow negative counts:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000776
Raymond Hettinger792c0762010-12-09 16:41:54 +0000777 >>> tally = Counter(dogs=5, cat=3)
778 >>> tally -= Counter(dogs=2, cats=8) # saturating subtraction
779 >>> tally
780 Counter({'dogs': 3})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000781
Raymond Hettinger792c0762010-12-09 16:41:54 +0000782 >>> tally = Counter(dogs=5, cats=3)
783 >>> tally.subtract(dogs=2, cats=8) # regular subtraction
784 >>> tally
785 Counter({'dogs': 3, 'cats': -5})
Alexander Belopolsky72572312010-12-08 21:21:56 +0000786
Raymond Hettinger792c0762010-12-09 16:41:54 +0000787 (Contributed by Raymond Hettinger.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000788
Raymond Hettingere0a96002010-12-15 17:54:13 +0000789* The :class:`collections.OrderedDict` class has a new method
790 :meth:`~collections.OrderedDict.move_to_end` which takes an existing key and
791 moves it to either the beginning or end of an ordered sequence. When the
792 dictionary sequence is being used as a queue, these operations correspond to
793 "move to the front of the line" or "move to the back of the line":
794
795 >>> d = OrderedDict.fromkeys(['a', 'b', 'X', 'd', 'e'])
796 >>> list(d)
797 ['a', 'b', 'X', 'd', 'e']
798 >>> d.move_to_end('X', last=True)
799 >>> list(d)
800 ['a', 'b', 'd', 'e', 'X']
801 >>> d.move_to_end('X', last=False)
802 >>> list(d)
803 ['X', 'a', 'b', 'd', 'e']
804
Raymond Hettinger6046e222010-12-16 00:21:08 +0000805 (Contributed by Raymond Hettinger.)
806
807* The :class:`collections.deque` grew two new methods :meth:`~collections.deque.count`
808 and :meth:`collections.deque.reverse` that make them more substitutable for
809 :class:`list` when needed:
810
811 >>> d = deque('simsalabim')
812 >>> d.count('s')
813 2
814 >>> d.reverse()
815 >>> d
816 deque(['m', 'i', 'b', 'a', 'l', 'a', 's', 'm', 'i', 's'])
817
818 (Contributed by Raymond Hettinger.)
819
Raymond Hettinger5cee47f2011-01-11 19:59:46 +0000820threading
821---------
822
823The :mod:`threading` module has a new :class:`~threading.Barrier`
824synchronization class for making multiple threads wait until all of them have
825reached a common barrier point. Barriers are useful for making sure that a task
826with multiple preconditions does not run until all of the predecessor tasks are
827complete.
828
829Barriers can work with an arbitrary number of threads. This is a generalization
830of a `Rendezvous <http://en.wikipedia.org/wiki/Synchronous_rendezvous>`_ which
831is defined for only two threads.
832
833The barrier is designed to be cyclic, making it reusable once all of the
834waiting threads are released.
835
836If any of the predecessor tasks can hang or be delayed, a barrier can be created
837with an optional *timeout* parameter. Then if the timeout period elapses before
838all the predecessor tasks reach the barrier point, all waiting threads are
839released and a :exc:`~threading.BrokenBarrierError` exception is raised.
840
841Example of using barriers::
842
843 def get_votes(site):
844 ballots = conduct_election(site)
845 all_polls_closed.wait() # do not count until all polls are closed
846 summarize(ballots)
847
848 all_polls_closed = Barrier(len(sites))
849 for site in sites(get_votes(site)):
850 Thread(target=get_votes, args=(site,)).start()
851
852In this example, the barrier enforces a rule that votes cannot be counted at any
853polling site until all polls are closed. Notice how a solution with a barrier
854is similar to one with :meth:`threading.Thread.join`, but the threads stay alive
855and continue to do work (summarizing ballots) after the barrier point is
856crossed.
857
858See `Barrier Synchronization Patterns
859<http://parlab.eecs.berkeley.edu/wiki/_media/patterns/paraplop_g1_3.pdf>`_
860for more examples of how barriers can be used in parallel computing.
861
862(Contributed by Kristján Valur Jónsson in :issue:`8777`.)
Raymond Hettinger6655d112011-01-11 08:49:10 +0000863
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000864datetime
865--------
866
Raymond Hettinger792c0762010-12-09 16:41:54 +0000867* The :mod:`datetime` module has a new type :class:`~datetime.timezone` that
868 implements the :class:`~datetime.tzinfo` interface by returning a fixed UTC
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000869 offset and timezone name. This makes it easier to create timezone-aware
Raymond Hettinger792c0762010-12-09 16:41:54 +0000870 datetime objects:
Alexander Belopolsky72572312010-12-08 21:21:56 +0000871
Raymond Hettinger792c0762010-12-09 16:41:54 +0000872 >>> datetime.now(timezone.utc)
873 datetime.datetime(2010, 12, 8, 21, 4, 2, 923754, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000874
Raymond Hettinger792c0762010-12-09 16:41:54 +0000875 >>> datetime.strptime("01/01/2000 12:00 +0000", "%m/%d/%Y %H:%M %z")
876 datetime.datetime(2000, 1, 1, 12, 0, tzinfo=datetime.timezone.utc)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000877
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000878* Also, :class:`~datetime.timedelta` objects can now be multiplied by
Raymond Hettinger792c0762010-12-09 16:41:54 +0000879 :class:`float` and divided by :class:`float` and :class:`int` objects.
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000880 And :class:`~datetime.timedelta` objects can now divide one another.
Raymond Hettinger792c0762010-12-09 16:41:54 +0000881
Raymond Hettinger2169ee22011-01-05 22:27:49 +0000882 (Contributed by Alexander Belopolsky in :issue:`1289118`, :issue:`5094`,
883 :issue:`6641`, and :issue:`2706`.)
Alexander Belopolsky72572312010-12-08 21:21:56 +0000884
Alexander Belopolskybd96b062011-01-10 21:55:34 +0000885.. XXX
886
887 * The ``strftime()`` method of :class:`~datetime.date` and
888 :class:`~datetime.datetime` are no longer restricted to years >=
889 1900. The new supported year range is [1000, 9999]. (Contributed
890 by Alexander Belopolsky and Victor Stinner in :issue:`1777412`)
891
892.. XXX Add a section on time module.
893
894 * The :func:`time.asctime` and :func:`time.ctime` functions no
895 longer call C library asctime. (Contributed by Alexander
896 Belopolsky in :issue:`8013`.)
897
898 * Changed the rules for using 2-digit years in time tuples. The
Alexander Belopolskydc004a32011-01-10 21:58:52 +0000899 :func:`time.asctime` and
Alexander Belopolskybd96b062011-01-10 21:55:34 +0000900 :func:`time.strftime` functions will now format any year when
901 ``time.accept2dyear`` is false and will accept years >= 1000
902 otherwise. :func:`time.mktime` and :func:`time.strftime` now
903 accepts full range supported by the OS. Conversion of 2-digit
904 years to 4-digit is deprecated. (Contributed by Alexander
905 Belopolsky and Victor Stinner in :issue:`10827`.)
906
907
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000908abc
909---
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000910
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000911The :mod:`abc` module now supports :func:`~abc.abstractclassmethod` and
912:func:`~abc.abstractstaticmethod`.
Raymond Hettingera5a35542010-12-05 00:39:18 +0000913
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000914These tools make it possible to define an :term:`Abstract Base Class` that
915requires a particular :func:`classmethod` or :func:`staticmethod` to be
916implemented.
Antoine Pitrou7d49bc92010-09-15 15:13:17 +0000917
Raymond Hettingerbba537b2010-12-15 18:20:19 +0000918(Patch submitted by Daniel Urban; :issue:`5867`.)
Raymond Hettingerbcbd6962010-09-05 08:46:36 +0000919
Raymond Hettinger480ed782010-12-15 22:07:15 +0000920contextlib
921----------
922
923There is a new and slightly mind-blowing tool
924:class:`~contextlib.ContextDecorator` that is helpful for creating a
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000925:term:`context manager` that does double duty as a function decorator.
Raymond Hettinger480ed782010-12-15 22:07:15 +0000926
927As a convenience, this new functionality is used by
928:func:`~contextlib.contextmanager` so that no extra effort is needed to support
929both roles.
930
931The basic idea is that both context managers and function decorators can be used
932for pre-action and post-action wrappers. Context managers wrap a group of
933statements using the :keyword:`with`-statement, and function decorators wrap a
934group of statements enclosed in a function. So, occasionally there is a need to
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000935write a pre-action or post-action wrapper that can be used in either role.
Raymond Hettinger480ed782010-12-15 22:07:15 +0000936
937For example, it is sometimes useful to wrap functions or groups of statements
938with a logger that can track the time of entry and time of exit. Rather than
939writing both a function decorator and a context manager for the task, the
940:func:`~contextlib.contextmanager` provides both capabilities in a single
941definition:
942
943>>> import logging
944>>> logging.basicConfig(level=logging.INFO)
945>>> @contextmanager
Raymond Hettinger9743e4f2010-12-16 02:24:12 +0000946... def track_entry_and_exit(name):
947... logging.info('Entering: {}'.format(name))
Raymond Hettinger480ed782010-12-15 22:07:15 +0000948... yield
Raymond Hettinger9743e4f2010-12-16 02:24:12 +0000949... logging.info('Exiting: {}'.format(name))
Raymond Hettinger480ed782010-12-15 22:07:15 +0000950
951Formerly, this would have only been usable as a context manager:
952
Raymond Hettinger9743e4f2010-12-16 02:24:12 +0000953>>> with track_entry_and_exit('widget loader'):
Raymond Hettinger480ed782010-12-15 22:07:15 +0000954... print('Some time consuming activity goes here')
Raymond Hettinger9743e4f2010-12-16 02:24:12 +0000955... load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +0000956
957Now, it can be used as a decorator as well:
958
Raymond Hettinger9743e4f2010-12-16 02:24:12 +0000959>>> @track_entry_and_exit('widget loader')
Raymond Hettinger480ed782010-12-15 22:07:15 +0000960... def activity():
Raymond Hettinger9743e4f2010-12-16 02:24:12 +0000961... print('Some time consuming activity goes here')
962... load_widget()
Raymond Hettinger480ed782010-12-15 22:07:15 +0000963
964Trying to fulfill two roles at once places some limitations on the technique.
965Context managers normally have the flexibility to return an argument usable by
Raymond Hettinger9743e4f2010-12-16 02:24:12 +0000966the :keyword:`with`-statement, but there is no parallel for function decorators.
Raymond Hettinger480ed782010-12-15 22:07:15 +0000967
Raymond Hettinger9743e4f2010-12-16 02:24:12 +0000968In the above example, there is not a clean way for the *track_entry_and_exit*
Raymond Hettinger388af4b2011-01-06 20:55:29 +0000969context manager to return a logging instance for use in the body of enclosed
970statements.
Raymond Hettinger480ed782010-12-15 22:07:15 +0000971
972(Contributed by Michael Foord in :issue:`9110`.)
973
Raymond Hettinger07a605b2010-12-15 22:35:03 +0000974decimal and fractions
Raymond Hettingerde2e6182011-01-10 05:40:57 +0000975---------------------
Raymond Hettinger07a605b2010-12-15 22:35:03 +0000976
977Mark Dickinson crafted an elegant and efficient scheme for assuring that
978different numeric datatypes will have the same hash value whenever their actual
979values are equal (:issue:`8188`)::
980
981 >>> assert hash(Fraction(3, 2)) == hash(1.5) == \
982 hash(Decimal("1.5")) == hash(complex(1.5, 0))
983
984An early decision to limit the inter-operability of various numeric types has
985been relaxed. It is still unsupported (and ill-advised) to to have implicit
986mixing in arithmetic expressions such as ``Decimal('1.1') + float('1.1')``
987because the latter loses information in the process of constructing the binary
988float. However, since existing floating point value can be converted losslessly
989to either a decimal or rational representation, it makes sense to add them to
990the constructor and to support mixed-type comparisons.
991
Raymond Hettingerbb9686f2010-12-16 00:53:05 +0000992* The :class:`decimal.Decimal` constructor now accepts :class:`float` objects
Raymond Hettinger07a605b2010-12-15 22:35:03 +0000993 directly so there in no longer a need to use the :meth:`~decimal.Decimal.from_float`
Raymond Hettinger6046e222010-12-16 00:21:08 +0000994 method (:issue:`8257`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +0000995
996* Mixed type comparisons are now fully supported so that
997 :class:`~decimal.Decimal` objects can be directly compared with :class:`float`
Raymond Hettinger6046e222010-12-16 00:21:08 +0000998 and :class:`fractions.Fraction` (:issue:`2531` and :issue:`8188`).
Raymond Hettinger07a605b2010-12-15 22:35:03 +0000999
1000Similar changes were made to :class:`fractions.Fraction` so that the
1001:meth:`~fractions.Fraction.from_float()` and :meth:`~fractions.Fraction.from_decimal`
Raymond Hettinger6046e222010-12-16 00:21:08 +00001002methods are no longer needed (:issue:`8294`):
1003
1004>>> Decimal(1.1)
1005Decimal('1.100000000000000088817841970012523233890533447265625')
1006>>> Fraction(1.1)
1007Fraction(2476979795053773, 2251799813685248)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001008
1009Another useful change for the :mod:`decimal` module is that the
1010:attr:`Context.clamp` attribute is now public. This is useful in creating
1011contexts that correspond to the decimal interchange formats specified in IEEE
1012754 (see :issue:`8540`).
1013
Raymond Hettinger6046e222010-12-16 00:21:08 +00001014(Contributed by Mark Dickinson and Raymond Hettinger.)
Raymond Hettinger07a605b2010-12-15 22:35:03 +00001015
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001016ftp
1017---
Raymond Hettingerbcbd6962010-09-05 08:46:36 +00001018
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001019The :class:`ftplib.FTP` class now supports the context manager protocol to
1020unconditionally consume :exc:`socket.error` exceptions and to close the FTP
1021connection when done::
Giampaolo Rodolàbd576b72010-05-10 14:53:29 +00001022
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001023 >>> from ftplib import FTP
1024 >>> with FTP("ftp1.at.proftpd.org") as ftp:
1025 ... ftp.login()
1026 ... ftp.dir()
1027 ...
1028 '230 Anonymous login ok, restrictions apply.'
1029 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 .
1030 dr-xr-xr-x 9 ftp ftp 154 May 6 10:43 ..
1031 dr-xr-xr-x 5 ftp ftp 4096 May 6 10:43 CentOS
1032 dr-xr-xr-x 3 ftp ftp 18 Jul 10 2008 Fedora
Georg Brandlda0a2112010-09-05 11:28:33 +00001033
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001034Other file-like objects such as :class:`mmap.mmap` and :func:`fileinput.input`
1035also grew auto-closing context managers::
1036
1037 with fileinput.input(files=('log1.txt', 'log2.txt')) as f:
1038 for line in f:
1039 process(line)
1040
1041(Contributed by Tarek Ziadé and Giampaolo Rodolà in :issue:`4972`, and
1042by Georg Brandl in :issue:`8046` and :issue:`1286`.)
Antoine Pitrou696e0352010-08-08 22:18:46 +00001043
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001044popen
1045-----
1046
1047The :func:`os.popen` and :func:`subprocess.Popen` functions now support
1048the :keyword:`with`-statement` for auto-closing of the file descriptors.
Georg Brandl3ad46752010-12-05 07:59:29 +00001049
Raymond Hettinger6046e222010-12-16 00:21:08 +00001050gzip and zipfile
1051----------------
Antoine Pitroucd889af2010-10-06 21:13:56 +00001052
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001053:class:`gzip.GzipFile` now implements the :class:`io.BufferedIOBase`
1054:term:`abstract base class` (except for ``truncate()``). It also has a
1055:meth:`~gzip.GzipFile.peek` method and supports unseekable as well as
1056zero-padded file objects.
Raymond Hettingera0266332010-12-07 08:52:41 +00001057
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001058The :mod:`gzip` module also gains the :func:`~gzip.compress` and
1059:func:`~gzip.decompress` functions for easier in-memory compression and
Raymond Hettinger51e21072011-01-10 23:38:15 +00001060decompression. Keep in mind that text needs to be encoded as :class:`bytes`
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001061before compressing and decompressing:
Raymond Hettingera0266332010-12-07 08:52:41 +00001062
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001063>>> s = 'Three shall be the number thou shalt count, '
1064>>> s += 'and the number of the counting shall be three'
1065>>> b = s.encode() # convert to utf-8
1066>>> len(b)
106789
1068>>> c = gzip.compress(b)
1069>>> len(c)
107077
1071>>> gzip.decompress(c).decode()[:42] # decompress and convert to text
1072'Three shall be the number thou shalt count,'
Antoine Pitroucd889af2010-10-06 21:13:56 +00001073
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001074(Contributed by Anand B. Pillai in :issue:`3488`; and by Antoine Pitrou, Nir
1075Aides and Brian Curtin in :issue:`9962`, :issue:`1675951`, :issue:`7471` and
1076:issue:`2846`.)
1077
Raymond Hettinger6046e222010-12-16 00:21:08 +00001078Also, the :class:`zipfile.ZipExtFile` class was reworked internally to represent
1079files stored inside an archive. The new implementation is significantly faster
1080and can be wrapped in a :class:`io.BufferedReader` object for more speedups. It
1081also solves an issue where interleaved calls to *read* and *readline* gave the
1082wrong results.
1083
1084(Patch submitted by by Nir Aides in :issue:`7610`.)
1085
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001086shutil
1087------
1088
1089The :func:`shutil.copytree` function has two new options:
Antoine Pitroud67075e2010-07-31 22:48:02 +00001090
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00001091 * *ignore_dangling_symlinks*: when ``symlinks=False`` so that the function
1092 copies the file pointed to by the symlink, not the symlink itself. This
Georg Brandlda0a2112010-09-05 11:28:33 +00001093 option will silence the error raised if the file doesn't exist.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001094
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00001095 * *copy_function*: is a callable that will be used to copy files.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001096 :func:`shutil.copy2` is used by default.
1097
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001098(Contributed by Tarek Ziadé.)
Antoine Pitroud67075e2010-07-31 22:48:02 +00001099
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001100sqlite3
1101-------
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001102
Raymond Hettinger6046e222010-12-16 00:21:08 +00001103The :mod:`sqlite3` module was updated to version 2.6.0. It has two new capabilities.
Antoine Pitroue43f9d02010-08-08 23:24:50 +00001104
Raymond Hettinger0358a172010-12-15 19:00:38 +00001105* The :attr:`sqlite3.Connection.in_transit` attribute is true if there is an
1106 active transaction for uncommitted changes.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001107
Raymond Hettinger0358a172010-12-15 19:00:38 +00001108* The :meth:`sqlite3.Connection.enable_load_extension` and
1109 :meth:`sqlite3.Connection.load_extension` methods allows you to load SQLite
1110 extensions from ".so" files. One well-known extension is the fulltext-search
1111 extension distributed with SQLite.
Antoine Pitroud67075e2010-07-31 22:48:02 +00001112
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001113(Contributed by R. David Murray and Shashwat Anand; :issue:`8845`.)
1114
1115socket
1116------
1117
1118The :mod:`socket` module has two new improvements.
1119
1120* Socket objects now have a :meth:`~socket.socket.detach()` method which puts
1121 the socket into closed state without actually closing the underlying file
1122 descriptor. The latter can then be reused for other purposes.
1123 (Added by Antoine Pitrou; :issue:`8524`.)
1124
1125* :func:`socket.create_connection` now supports the context manager protocol
1126 to unconditionally consume :exc:`socket.error` exceptions and to close the
1127 socket when done.
1128 (Contributed by Giampaolo Rodolà; :issue:`9794`.)
1129
1130ssl
1131---
Antoine Pitroud67075e2010-07-31 22:48:02 +00001132
Georg Brandlda0a2112010-09-05 11:28:33 +00001133* The :mod:`ssl` module has a new class, :class:`~ssl.SSLContext` which serves
1134 as a container for various persistent SSL data, such as protocol settings,
1135 certificates, private keys, and various other options. The
1136 :meth:`~ssl.SSLContext.wrap_socket` method allows to create an SSL socket from
1137 such an SSL context. (Added by Antoine Pitrou; :issue:`8550`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001138
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001139* A new function, :func:`ssl.match_hostname`, helps implement server identity
Antoine Pitrou0ee4c9f2010-10-08 16:46:17 +00001140 verification for higher-level protocols by implementing the rules of
1141 HTTPS (from :rfc:`2818`), which are also suitable for other protocols.
1142 (Added by Antoine Pitrou, :issue:`1589`).
1143
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001144* The :func:`ssl.wrap_socket` constructor function now takes a *ciphers*
Georg Brandlda0a2112010-09-05 11:28:33 +00001145 argument that's a string listing the encryption algorithms to be allowed; the
1146 format of the string is described `in the OpenSSL documentation
1147 <http://www.openssl.org/docs/apps/ciphers.html#CIPHER_LIST_FORMAT>`__. (Added
1148 by Antoine Pitrou; :issue:`8322`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001149
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001150* When linked against a recent enough version of OpenSSL, the :mod:`ssl`
Antoine Pitrou7d15a722010-11-05 22:13:55 +00001151 module now supports the Server Name Indication extension to the TLS
1152 protocol, allowing for several "virtual hosts" using different certificates
1153 on a single IP/port. This extension is only supported in client mode,
1154 and is activated by passing the *server_hostname* argument to
1155 :meth:`SSLContext.wrap_socket`.
1156 (Added by Antoine Pitrou, :issue:`5639`.)
1157
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001158* Various options have been added to the :mod:`ssl` module, such as
Georg Brandlda0a2112010-09-05 11:28:33 +00001159 :data:`~ssl.OP_NO_SSLv2` which allows to force disabling of the insecure and
1160 obsolete SSLv2 protocol. (Added by Antoine Pitrou; :issue:`4870`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001161
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001162* Another change makes the extension load all of OpenSSL's ciphers and digest
Georg Brandlda0a2112010-09-05 11:28:33 +00001163 algorithms so that they're all available. Some SSL certificates couldn't be
1164 verified, reporting an "unknown algorithm" error. (Reported by Beda Kosata,
1165 and fixed by Antoine Pitrou; :issue:`8484`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001166
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001167* The version of OpenSSL being used is now available as the module attributes
Georg Brandlda0a2112010-09-05 11:28:33 +00001168 :data:`ssl.OPENSSL_VERSION` (a string), :data:`ssl.OPENSSL_VERSION_INFO` (a
1169 5-tuple), and :data:`ssl.OPENSSL_VERSION_NUMBER` (an integer). (Added by
1170 Antoine Pitrou; :issue:`8321`.)
Antoine Pitrou4f2a0a82010-07-31 18:08:33 +00001171
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001172nntp
1173----
Raymond Hettinger070ec702010-12-10 17:45:13 +00001174
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001175The :mod:`nntplib` module has a revamped implementation with better bytes and
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001176text semantics as well as more practical APIs. These improvements break
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001177compatibility with the nntplib version in Python 3.1, which was partly
1178dysfunctional in itself.
Raymond Hettinger070ec702010-12-10 17:45:13 +00001179
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001180(Contributed by Antoine Pitrou in :issue:`9360`)
1181
1182certificates
1183------------
1184
1185:class:`http.client.HTTPSConnection`, :class:`urllib.request.HTTPSHandler`
1186and :func:`urllib.request.urlopen` now take optional arguments to allow for
1187server certificate checking against a set of Certificate Authorities,
1188as recommended in public uses of HTTPS.
1189
1190(Added by Antoine Pitrou, :issue:`9003`.)
1191
1192unittest
1193--------
Antoine Pitrouafb078d2010-11-05 22:18:28 +00001194
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001195The unittest module has a number of improvements supporting test discovery for
1196packages, easier experimentation at the interactive prompt, new testcase
1197methods, improved diagnostic messages for test failures, and better method
1198names.
1199
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001200* The command-line call ``python -m unittest`` can now accept file paths
Raymond Hettingera0266332010-12-07 08:52:41 +00001201 instead of module names for running specific tests (:issue:`10620`). The new
1202 test discovery can find tests within packages, locating any test importable
1203 from the top level directory. The top level directory can be specified with
1204 the `-t` option, a pattern for matching files with ``-p``, and a directory to
1205 start discovery with ``-s``::
1206
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001207 $ python -m unittest discover -s my_proj_dir -p _test.py
Raymond Hettingera0266332010-12-07 08:52:41 +00001208
1209 (Contributed by Michael Foord.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001210
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001211* Experimentation at the interactive prompt is now easier because the
1212 :class:`unittest.case.TestCase` class can now be instantiated without
1213 arguments:
1214
1215 >>> TestCase().assertEqual(pow(2, 3), 8)
1216
1217 (Contributed by Michael Foord.)
1218
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001219* The :mod:`unittest` module has two new methods,
1220 :meth:`~unittest.TestCase.assertWarns` and
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001221 :meth:`~unittest.TestCase.assertWarnsRegex` to verify that a given warning type
Raymond Hettinger413abbc2010-12-05 07:06:47 +00001222 is triggered by the code under test:
Antoine Pitroud3052002010-09-15 15:09:40 +00001223
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001224 >>> with self.assertWarns(DeprecationWarning):
1225 ... legacy_function('XYZ')
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001226
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001227 (Contributed by Michael Foord and Ezio Melotti.)
1228
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001229 Another new method, :meth:`~unittest.TestCase.assertCountEqual` is used to
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001230 compare two iterables to determine if their element counts are equal (whether
1231 the same elements are present with the same number of occurrences regardless
1232 of order)::
Raymond Hettingera0266332010-12-07 08:52:41 +00001233
1234 def test_anagram(self):
1235 self.assertCountEqual('algorithm', 'logarithm')
1236
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001237 (Contributed by Raymond Hettinger.)
1238
1239* A principal feature of the unittest module is an effort to produce meaningful
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001240 diagnostics when a test fails. When possible, the failure is recorded along
Raymond Hettingera0266332010-12-07 08:52:41 +00001241 with a diff of the output. This is especially helpful for analyzing log files
1242 of failed test runs. However, since diffs can sometime be voluminous, there is
1243 a new :attr:`~unittest.TestCase.maxDiff` attribute which sets maximum length of
1244 diffs.
1245
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001246* In addition, the method names in the module have undergone a number of clean-ups.
1247
1248 For example, :meth:`~unittest.TestCase.assertRegex` is the new name for
Raymond Hettingera0266332010-12-07 08:52:41 +00001249 :meth:`~unittest.TestCase.assertRegexpMatches` which was misnamed because the
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001250 test uses :func:`re.search`, not :func:`re.match`. Other methods using
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001251 regular expressions are now named using short form "Regex" in preference to
1252 "Regexp" -- this matches the names used in other unittest implementations,
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001253 matches Python's old name for the :mod:`re` module, and it has unambiguous
1254 camel-casing.
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001255
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001256 (Contributed by Raymond Hettinger and implemented by Ezio Melotti.)
1257
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001258* To improve consistency, some long-standing method aliases are being
Raymond Hettingerdc2f9b52010-12-05 07:02:45 +00001259 deprecated in favor of the preferred names:
1260
1261 - replace :meth:`assert_` with :meth:`.assertTrue`
1262 - replace :meth:`assertEquals` with :meth:`.assertEqual`
1263 - replace :meth:`assertNotEquals` with :meth:`.assertNotEqual`
1264 - replace :meth:`assertAlmostEquals` with :meth:`.assertAlmostEqual`
1265 - replace :meth:`assertNotAlmostEquals` with :meth:`.assertNotAlmostEqual`
1266
1267 Likewise, the ``TestCase.fail*`` methods deprecated in Python 3.1 are expected
1268 to be removed in Python 3.3. See also the :ref:`deprecated-aliases` section in
1269 the :mod:`unittest` documentation.
Ezio Melotti2baf1a62010-11-22 12:56:58 +00001270
1271 (Contributed by Ezio Melotti; :issue:`9424`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001272
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001273* The :meth:`~unittest.TestCase.assertDictContainsSubset` method was deprecated
1274 because it was mis-implemented with the arguments in the wrong order. This
1275 created hard-to-debug optical illusions where tests like
1276 ``TestCase().assertDictContainsSubset({'a':1, 'b':2}, {'a':1})`` would fail.
1277
1278 (Contributed by Raymond Hettinger.)
1279
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001280random
1281------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001282
Raymond Hettinger0358a172010-12-15 19:00:38 +00001283The integer methods in the :mod:`random` module now do a better job of producing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001284uniform distributions. Previously, they computed selections with
1285``int(n*random())`` which had a slight bias whenever *n* was not a power of two.
1286Now, multiple selections are made from a range upto the next power of two and a
1287selection is kept only when it falls within the range ``0 <= x < n``. The
1288functions and methods affected are :func:`~random.randrange`,
1289:func:`~random.randint`, :func:`~random.choice`, :func:`~random.shuffle` and
1290:func:`~random.sample`.
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001291
1292(Contributed by Raymond Hettinger; :issue:`9025`.)
1293
1294poplib
1295------
Raymond Hettingere0a96002010-12-15 17:54:13 +00001296
Giampaolo Rodolà42382fe2010-08-17 16:09:53 +00001297* :class:`~poplib.POP3_SSL` class now accepts a *context* parameter, which is a
1298 :class:`ssl.SSLContext` object allowing bundling SSL configuration options,
1299 certificates and private keys into a single (potentially long-lived)
1300 structure.
1301
1302 (Contributed by Giampaolo Rodolà; :issue:`8807`.)
1303
Giampaolo Rodolà977c7072010-10-04 21:08:36 +00001304* :class:`asyncore.dispatcher` now provides a
1305 :meth:`~asyncore.dispatcher.handle_accepted()` method
1306 returning a `(sock, addr)` pair which is called when a connection has actually
1307 been established with a new remote endpoint. This is supposed to be used as a
1308 replacement for old :meth:`~asyncore.dispatcher.handle_accept()` and avoids
1309 the user to call :meth:`~asyncore.dispatcher.accept()` directly.
1310
1311 (Contributed by Giampaolo Rodolà; :issue:`6706`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001312
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001313tempfile
1314--------
Raymond Hettingera0266332010-12-07 08:52:41 +00001315
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001316The :mod:`tempfile` module has a new context manager,
1317:class:`~tempfile.TemporaryDirectory` which provides easy deterministic
1318cleanup of temporary directories:
Nick Coghlan543af752010-10-24 11:23:25 +00001319
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001320>>> with tempfile.TemporaryDirectory() as tmpdirname:
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001321... print('created temporary dir:', tmpdirname)
Nick Coghlan543af752010-10-24 11:23:25 +00001322
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001323(Contributed by Neil Schemenauer and Nick Coghlan; :issue:`5178`.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001324
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001325inspect
1326-------
1327
Raymond Hettinger0358a172010-12-15 19:00:38 +00001328* The :mod:`inspect` module has a new function
1329 :func:`~inspect.getgeneratorstate` to easily identify the current state of a
1330 generator as one of ``GEN_CREATED``, ``GEN_RUNNING``, ``GEN_SUSPENDED`` or
1331 ``GEN_CLOSED``. (Contributed by Rodolpho Eckhardt and Nick Coghlan,
1332 :issue:`10220`.)
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001333
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001334* To support lookups without the possibility of activating a dynamic attribute,
1335 the :mod:`inspect` module has a new function, :func:`~inspect.getattr_static`.
1336 Unlike, :func:`hasattr`, this is a true read-only search, guaranteed not to
1337 change state while it is searching. (Contributed by Michael Foord.)
Nick Coghlane0f04652010-11-21 03:44:04 +00001338
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001339pydoc
1340-----
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001341
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001342The :mod:`pydoc` module now provides a much improved Web server interface,
1343as well as a new command-line option to automatically open a browser
1344window to display that server.
Nick Coghlan7bb30b72010-12-03 09:29:11 +00001345
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001346(Contributed by Ron Adam; :issue:`2001`.)
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001347
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001348sysconfig
1349---------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001350
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001351The new :mod:`sysconfig` module makes it straightforward to discover
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001352installation paths and configuration variables which vary across platforms and
1353installations.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001354
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001355The module offers access simple access functions for platform and version
1356information:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001357
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001358* :func:`~sysconfig.get_platform` returning values like *linux-i586* or
1359 *macosx-10.6-ppc*.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001360* :func:`~sysconfig.get_python_version` returns a Python version string
1361 such as "3.2".
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001362
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001363It also provides access to the paths and variables corresponding to one of
1364seven named schemes used by :mod:`distutils`. Those include *posix_prefix*,
1365*posix_home*, *posix_user*, *nt*, *nt_user*, *os2*, *os2_home*:
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001366
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001367* :func:`~sysconfig.get_paths` makes a dictionary containing installation paths
1368 for the current installation scheme.
1369* :func:`~sysconfig.get_config_vars` returns a dictionary of platform specific
1370 variables.
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001371
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001372There is also a convenient command-line interface::
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001373
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001374 C:\Python32>python -m sysconfig
1375 Platform: "win32"
1376 Python version: "3.2"
1377 Current installation scheme: "nt"
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001378
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001379 Paths:
1380 data = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001381 include = "C:\Python32\Include"
1382 platinclude = "C:\Python32\Include"
1383 platlib = "C:\Python32\Lib\site-packages"
1384 platstdlib = "C:\Python32\Lib"
1385 purelib = "C:\Python32\Lib\site-packages"
1386 scripts = "C:\Python32\Scripts"
1387 stdlib = "C:\Python32\Lib"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001388
1389 Variables:
1390 BINDIR = "C:\Python32"
Łukasz Langa79a06ed2010-12-17 22:05:46 +00001391 BINLIBDEST = "C:\Python32\Lib"
1392 EXE = ".exe"
1393 INCLUDEPY = "C:\Python32\Include"
1394 LIBDEST = "C:\Python32\Lib"
1395 SO = ".pyd"
1396 VERSION = "32"
1397 abiflags = ""
1398 base = "C:\Python32"
1399 exec_prefix = "C:\Python32"
1400 platbase = "C:\Python32"
1401 prefix = "C:\Python32"
1402 projectbase = "C:\Python32"
1403 py_version = "3.2"
1404 py_version_nodot = "32"
1405 py_version_short = "3.2"
1406 srcdir = "C:\Python32"
1407 userbase = "C:\Documents and Settings\Raymond\Application Data\Python"
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001408
1409pdb
1410---
1411
1412The :mod:`pdb` debugger module gained a number of usability improvements:
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001413
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001414* :file:`pdb.py` now has a ``-c`` option that executes commands as given in a
1415 :file:`.pdbrc` script file.
1416* A :file:`.pdbrc` script file can contain ``continue`` and ``next`` commands
1417 that continue debugging.
1418* The :class:`Pdb` class constructor now accepts a *nosigint* argument.
Raymond Hettinger51e21072011-01-10 23:38:15 +00001419* New commands: ``l(list)``, ``ll(long list)`` and ``source`` for
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001420 listing source code.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001421* New commands: ``display`` and ``undisplay`` for showing or hiding
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001422 the value of an expression if it has changed.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001423* New command: ``interact`` for starting an interactive interpreter containing
Raymond Hettinger99db3fd2010-12-15 19:33:49 +00001424 the global and local names found in the current scope.
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001425* Breakpoints can be cleared by breakpoint number.
Raymond Hettingerb5d79332010-12-07 02:04:56 +00001426
Georg Brandl101234b2010-12-18 11:53:25 +00001427(Contributed by Georg Brandl, Antonio Cuni and Ilya Sandler.)
1428
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001429configparser
1430------------
Raymond Hettinger3f9734c2010-12-07 01:47:52 +00001431
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001432The :mod:`configparser` module was modified to improve usability and
1433predictability of the default parser and its supported INI syntax. The old
1434:class:`ConfigParser` class was removed in favor of :class:`SafeConfigParser`
Raymond Hettinger04129742010-12-18 10:57:50 +00001435which has in turn been renamed to :class:`~configparser.ConfigParser`. Support
1436for inline comments is now turned off by default and section or option
1437duplicates are not allowed in a single configuration source.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001438
1439Config parsers gained a new API based on the mapping protocol::
1440
1441 >>> parser = ConfigParser()
1442 >>> parser.read_string("""
1443 ... [DEFAULT]
1444 ... monty = python
1445 ...
1446 ... [phrases]
1447 ... the = who
1448 ... full = metal jacket
1449 ... """)
1450 >>> parser['phrases']['full']
1451 'metal jacket'
1452 >>> section = parser['phrases']
1453 >>> section['the']
1454 'who'
1455 >>> section['british'] = '%(the)s %(full)s %(monty)s!'
1456 >>> parser['phrases']['british']
1457 'who metal jacket python!'
1458 >>> 'british' in section
1459 True
1460
Raymond Hettinger04129742010-12-18 10:57:50 +00001461The new API is implemented on top of the classical API so custom parser
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001462subclasses should be able to use it without modifications.
1463
1464The INI file structure accepted by config parsers can now be customized. Users
Raymond Hettinger04129742010-12-18 10:57:50 +00001465can specify alternative option/value delimiters and comment prefixes, change the
1466name of the *DEFAULT* section or switch the interpolation syntax. Along with
1467support for pluggable interpolation, an additional interpolation handler
1468:class:`~configparser.ExtendedInterpolation` was introduced::
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001469
1470 >>> parser = ConfigParser(interpolation=ExtendedInterpolation())
1471 >>> parser.read_dict({'buildout': {'directory': '/home/ambv/zope9'},
1472 ... 'custom': {'prefix': '/usr/local'}})
1473 >>> parser.read_string("""
1474 ... [buildout]
1475 ... parts =
1476 ... zope9
1477 ... instance
1478 ... find-links =
1479 ... ${buildout:directory}/downloads/dist
1480 ...
1481 ... [zope9]
1482 ... recipe = plone.recipe.zope9install
1483 ... location = /opt/zope
1484 ...
1485 ... [instance]
1486 ... recipe = plone.recipe.zope9instance
1487 ... zope9-location = ${zope9:location}
1488 ... zope-conf = ${custom:prefix}/etc/zope.conf
1489 ... """)
1490 >>> parser['buildout']['find-links']
1491 '\n/home/ambv/zope9/downloads/dist'
1492 >>> parser['instance']['zope-conf']
1493 '/usr/local/etc/zope.conf'
1494 >>> instance = parser['instance']
1495 >>> instance['zope-conf']
1496 '/usr/local/etc/zope.conf'
1497 >>> instance['zope9-location']
1498 '/opt/zope'
1499
1500A number of smaller features were also introduced, like support for specifying
Raymond Hettinger04129742010-12-18 10:57:50 +00001501encoding in read operations, specifying fallback values for get-functions, or
1502reading directly from dictionaries and strings.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001503
1504(All changes contributed by Łukasz Langa.)
1505
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001506.. XXX: Mention urllib.parse changes
1507 Issue 9873 (Nick Coghlan):
1508 - ASCII byte sequence support in URL parsing
1509 - named tuple for urldefrag return value
1510 Issue 5468 (Dan Mahn) for urlencode:
1511 - bytes input support
1512 - non-UTF8 percent encoding of non-ASCII characters
1513 Issue 2987 for IPv6 (RFC2732) support in urlparse
Raymond Hettinger3df46212011-01-06 02:01:26 +00001514
Raymond Hettingera55ffbc2010-12-15 18:31:57 +00001515
Antoine Pitroud42bc512009-11-10 23:18:31 +00001516Multi-threading
1517===============
1518
Georg Brandlda0a2112010-09-05 11:28:33 +00001519* The mechanism for serializing execution of concurrently running Python threads
1520 (generally known as the GIL or Global Interpreter Lock) has been rewritten.
1521 Among the objectives were more predictable switching intervals and reduced
1522 overhead due to lock contention and the number of ensuing system calls. The
1523 notion of a "check interval" to allow thread switches has been abandoned and
1524 replaced by an absolute duration expressed in seconds. This parameter is
1525 tunable through :func:`sys.setswitchinterval()`. It currently defaults to 5
1526 milliseconds.
Antoine Pitroud42bc512009-11-10 23:18:31 +00001527
1528 Additional details about the implementation can be read from a `python-dev
1529 mailing-list message
1530 <http://mail.python.org/pipermail/python-dev/2009-October/093321.html>`_
Georg Brandlda0a2112010-09-05 11:28:33 +00001531 (however, "priority requests" as exposed in this message have not been kept
1532 for inclusion).
Antoine Pitroud42bc512009-11-10 23:18:31 +00001533
Georg Brandl5e73a812010-04-22 07:02:51 +00001534 (Contributed by Antoine Pitrou.)
Antoine Pitroud42bc512009-11-10 23:18:31 +00001535
Georg Brandlda0a2112010-09-05 11:28:33 +00001536* Regular and recursive locks now accept an optional *timeout* argument to their
Raymond Hettinger09e4ebb2010-09-06 19:55:51 +00001537 :meth:`acquire` method. (Contributed by Antoine Pitrou; :issue:`7316`.)
Georg Brandlda0a2112010-09-05 11:28:33 +00001538
Raymond Hettingerbba537b2010-12-15 18:20:19 +00001539* Similarly, :meth:`threading.Semaphore.acquire` also gained a *timeout*
Georg Brandlda0a2112010-09-05 11:28:33 +00001540 argument. (Contributed by Torsten Landschoff; :issue:`850728`.)
Antoine Pitroue95a9ff2010-05-04 23:31:41 +00001541
Antoine Pitrou810023d2010-12-15 22:59:16 +00001542* Regular and recursive lock acquisitions can now be interrupted by signals on
1543 platforms using pthreads. This means that Python programs that deadlock while
1544 acquiring locks can be successfully killed by repeatedly sending SIGINT to the
Georg Brandleebb2522010-12-18 12:01:15 +00001545 process (by pressing :kbd:`Ctrl+C` in most shells).
Antoine Pitrou810023d2010-12-15 22:59:16 +00001546 (Contributed by Reid Kleckner; :issue:`8844`.)
1547
Antoine Pitroud42bc512009-11-10 23:18:31 +00001548
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001549Optimizations
1550=============
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001551
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001552A number of small performance enhancements have been added:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001553
Antoine Pitroud3052002010-09-15 15:09:40 +00001554* Python's peephole optimizer now recognizes patterns such ``x in {1, 2, 3}`` as
Raymond Hettinger92ba2862010-09-06 01:16:46 +00001555 being a test for membership in a set of constants. The optimizer recasts the
1556 :class:`set` as a :class:`frozenset` and stores the pre-built constant.
1557
1558 Now that the speed penalty is gone, it is practical to start writing
1559 membership tests using set-notation. This style is both semantically clear
1560 and operationally fast::
1561
1562 extension = name.rpartition('.')[2]
1563 if extension in {'xml', 'html', 'xhtml', 'css'}:
1564 handle(name)
1565
1566 (Patch and additional tests by Dave Malcolm; :issue:`6690`).
1567
Antoine Pitroud3052002010-09-15 15:09:40 +00001568* Serializing and unserializing data using the :mod:`pickle` module is now
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001569 several times faster.
1570
1571 (Contributed by Alexandre Vassalotti, Antoine Pitrou
Antoine Pitrouff150f22010-10-22 21:41:05 +00001572 and the Unladen Swallow team in :issue:`9410` and :issue:`3873`.)
Antoine Pitroud3052002010-09-15 15:09:40 +00001573
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001574* The `Timsort algorithm <http://en.wikipedia.org/wiki/Timsort>`_ used in
Raymond Hettingerffad35e2010-12-14 21:12:03 +00001575 :meth:`list.sort` and :func:`sorted` now runs faster and uses less memory
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001576 when called with a :term:`key function`. Previously, every element of
1577 a list was wrapped with a temporary object that remembered the key value
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001578 associated with each element. Now, two arrays of keys and values are
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001579 sorted in parallel. This save the memory consumed by the sort wrappers,
Michael Foordeaedfcb2010-12-22 18:28:51 +00001580 and it saves time lost during comparisons which were delegated by the
Michael Foord5e9b14c2010-12-22 10:39:04 +00001581 sort wrappers.
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001582
Raymond Hettingereb70b902011-01-10 21:26:49 +00001583 (Patch by Daniel Stutzbach in :issue:`9915`.)
Raymond Hettingerc269ae82010-12-05 01:01:52 +00001584
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001585* JSON decoding performance is improved and memory consumption is reduced
Raymond Hettinger413abbc2010-12-05 07:06:47 +00001586 whenever the same string is repeated for multiple keys. Also, JSON encoding
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001587 now uses the C speedups when the ``sort_keys`` argument is true.
1588
1589 (Contributed by Antoine Pitrou in :issue:`7451` and by Raymond Hettinger and
1590 Antoine Pitrou in :issue:`10314`.)
1591
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001592* Recursive locks (created with the :func:`threading.RLock` API) now benefit
1593 from a C implementation which makes them as fast as regular locks, and between
1594 10x and 15x faster than their previous pure Python implementation.
1595
1596 (Contributed by Antoine Pitrou; :issue:`3001`.)
1597
Raymond Hettingerdadf93c2010-12-05 02:56:21 +00001598* The fast-search algorithm in stringlib is now used by the :meth:`split`,
1599 :meth:`rsplit`, :meth:`splitlines` and :meth:`replace` methods on
1600 :class:`bytes`, :class:`bytearray` and :class:`str` objects. Likewise, the
1601 algorithm is also used by :meth:`rfind`, :meth:`rindex`, :meth:`rsplit` and
1602 :meth:`rpartition`.
1603
1604 (Patch by Florent Xicluna in :issue:`7622` and :issue:`7462`.)
1605
Raymond Hettinger480ed782010-12-15 22:07:15 +00001606
1607* String to integer conversions now work two "digits" at a time, reducing the
1608 number of division and modulo operations.
1609
1610 (:issue:`6713` by Gawain Bolton, Mark Dickinson, and Victor Stinner.)
1611
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001612There were several other minor optimizations. Set differencing now runs faster
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001613when one operand is much larger than the other (patch by Andress Bennetts in
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001614:issue:`8685`). The :meth:`array.repeat` method has a faster implementation
1615(:issue:`1569291` by Alexander Belopolsky). The :class:`BaseHTTPRequestHandler`
1616has more efficient buffering (:issue:`3709` by Andrew Schaaf). The
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001617multi-argument form of :func:`operator.attrgetter` function now runs slightly
Raymond Hettingerd8fae4e2010-12-05 05:39:54 +00001618faster (:issue:`10160` by Christos Georgiou). And :class:`ConfigParser` loads
1619multi-line arguments a bit faster (:issue:`7113` by Łukasz Langa).
1620
Antoine Pitroud3052002010-09-15 15:09:40 +00001621
Victor Stinner47ce9652010-10-29 00:57:35 +00001622Unicode
1623=======
Victor Stinner94908bb2010-08-18 21:23:25 +00001624
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001625Python has been updated to Unicode 6.0.0. The new features of the
1626Unicode Standard that will affect Python users include:
1627
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001628* addition of 2,088 characters, including over 1,000 additional
1629 symbols—chief among them the additional emoji symbols, which are
1630 especially important for mobile phones;
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001631
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001632* changes to character properties for existing characters including
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001633
Raymond Hettingerc74d5182010-12-02 01:38:25 +00001634 - a general category change to two Kannada characters (U+0CF1,
1635 U+0CF2), which has the effect of making them newly eligible for
1636 inclusion in identifiers;
1637
1638 - a general category change to one New Tai Lue numeric character
Alexander Belopolsky84cc0622010-12-08 21:38:46 +00001639 (U+19DA), which has the effect of disqualifying it from
1640 inclusion in identifiers.
1641
1642 For more information, see `Unicode Character Database Changes
1643 <http://www.unicode.org/versions/Unicode6.0.0/#Database_Changes>`_
1644 at the `Unicode Consortium <http://www.unicode.org/>`_ web site.
Alexander Belopolsky507e3f82010-12-02 00:05:57 +00001645
Éric Araujo4234ad42010-09-05 17:32:25 +00001646The :mod:`os` module has two new functions: :func:`~os.fsencode` and
Victor Stinner47ce9652010-10-29 00:57:35 +00001647:func:`~os.fsdecode`. Add :data:`os.environb`: bytes version of
1648:data:`os.environ`, :func:`os.getenvb` function and
1649:data:`os.supports_bytes_environ` constant.
Victor Stinnere8d51452010-08-19 01:05:19 +00001650
Georg Brandl326c57d2010-11-26 12:10:06 +00001651``'mbcs'`` encoding doesn't ignore the error handler argument any more. By
Victor Stinner47ce9652010-10-29 00:57:35 +00001652default (strict mode), it raises an UnicodeDecodeError on undecodable byte
1653sequence and UnicodeEncodeError on unencodable character. To get the ``'mbcs'``
1654encoding of Python 3.1, use ``'ignore'`` error handler to decode and
1655``'replace'`` error handler to encode. ``'mbcs'`` supports ``'strict'`` and
1656``'ignore'`` error handlers for decoding, and ``'strict'`` and ``'replace'``
1657for encoding.
1658
1659On Mac OS X, Python uses ``'utf-8'`` to decode the command line arguments,
1660instead of the locale encoding (which is ISO-8859-1 if the ``LANG`` environment
1661variable is not set).
1662
1663By default, tarfile uses ``'utf-8'`` encoding on Windows (instead of
1664``'mbcs'``), and the ``'surrogateescape'`` error handler on all operating
1665systems.
Antoine Pitroud3052002010-09-15 15:09:40 +00001666
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001667Also, support was added for *cp720* Arabic DOS encoding (:issue:`1616979`).
Raymond Hettinger480ed782010-12-15 22:07:15 +00001668
Victor Stinner94908bb2010-08-18 21:23:25 +00001669
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001670Documentation
1671=============
1672
1673The documentation continues to be improved.
1674
1675A table of quick links has been added to the top of lengthy sections such as
1676:ref:`built-in-funcs`. In the case of :mod:`itertools`, the links are
1677accompanied by tables of cheatsheet-style summaries to provide an overview and
1678memory jog without having to read all of the docs.
1679
Raymond Hettinger51e21072011-01-10 23:38:15 +00001680In some cases, the pure Python source code can be a helpful adjunct to the
1681documentation, so now many modules now feature quick links to the latest version
1682of the source code. For example, the :mod:`functools` module documentation has
1683a quick link at the top labeled: **Source code** :source:`Lib/functools.py`.
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001684
1685The docs now contain more examples and recipes. In particular, :mod:`re` module
1686has an extensive section, :ref:`re-examples`. Likewise, the :mod:`itertools`
1687module continues to be updated with new :ref:`itertools-recipes`.
1688
Raymond Hettinger677e10a2010-12-07 06:45:30 +00001689The :mod:`datetime` module now has an auxiliary implementation in pure Python.
1690No functionality was changed. This just provides an easier-to-read
1691alternate implementation. (Contributed by Alexander Belopolsky.)
1692
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001693The unmaintained :file:`Demo` directory has been removed. Some demos were
1694integrated into the documentation, some were moved to the :file:`Tools/demo`
1695directory, and others were removed altogether. (Contributed by Georg Brandl.)
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001696
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001697
1698IDLE
1699====
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001700
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001701* The format menu now has an option to clean source files by stripping
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001702 trailing whitespace.
1703
1704 (Contributed by Raymond Hettinger; :issue:`5150`.)
1705
1706* IDLE on Mac OS X now works with both Carbon AquaTk and Cocoa AquaTk.
1707
1708 (Contributed by Kevin Walzer, Ned Deily, and Ronald Oussoren; :issue:`6075`.)
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001709
1710
1711Build and C API Changes
1712=======================
1713
1714Changes to Python's build process and to the C API include:
1715
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001716* The *idle*, *pydoc* and *2to3* scripts are now installed with a
1717 version-specific suffix on ``make altinstall`` (:issue:`10679`).
1718
Georg Brandlda0a2112010-09-05 11:28:33 +00001719* The C functions that access the Unicode Database now accept and return
1720 characters from the full Unicode range, even on narrow unicode builds
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001721 (Py_UNICODE_TOLOWER, Py_UNICODE_ISDECIMAL, and others). A visible difference
Georg Brandlda0a2112010-09-05 11:28:33 +00001722 in Python is that :func:`unicodedata.numeric` now returns the correct value
1723 for large code points, and :func:`repr` may consider more characters as
1724 printable.
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001725
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001726 (Reported by Bupjoe Lee and fixed by Amaury Forgeot D'Arc; :issue:`5127`.)
1727
Georg Brandlda0a2112010-09-05 11:28:33 +00001728* Computed gotos are now enabled by default on supported compilers (which are
Raymond Hettingerdb9044e2010-09-06 01:29:23 +00001729 detected by the configure script). They can still be disabled selectively by
Georg Brandlda0a2112010-09-05 11:28:33 +00001730 specifying ``--without-computed-gotos``.
Raymond Hettinger1784ff02010-09-05 01:00:19 +00001731
Georg Brandlda0a2112010-09-05 11:28:33 +00001732 (Contributed by Antoine Pitrou; :issue:`9203`.)
1733
Amaury Forgeot d'Arcfeb73072010-09-12 22:42:57 +00001734* The option ``--with-wctype-functions`` was removed. The built-in unicode
1735 database is now used for all functions.
1736
1737 (Contributed by Amaury Forgeot D'Arc; :issue:`9210`.)
1738
Raymond Hettinger480ed782010-12-15 22:07:15 +00001739* Hash values are now values of a new type, :c:type:`Py_hash_t`, which is
1740 defined to be the same size as a pointer. Previously they were of type long,
1741 which on some 64-bit operating systems is still only 32 bits long. As a
1742 result of this fix, :class:`set` and :class:`dict` can now hold more than
1743 ``2**32`` entries on builds with 64-bit pointers (previously, they could grow
1744 to that size but their performance degraded catastrophically).
Skip Montanaro961aaf52010-10-17 22:22:24 +00001745
Raymond Hettinger480ed782010-12-15 22:07:15 +00001746 (Suggested by Raymond Hettinger and implemented by Benjamin Peterson;
1747 :issue:`9778`.)
1748
1749* A new macro :c:macro:`Py_VA_COPY` copies the state of the variable argument
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001750 list. It is equivalent to C99 *va_copy* but available on all Python platforms
Raymond Hettinger480ed782010-12-15 22:07:15 +00001751 (:issue:`2443`).
1752
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001753* A new C API function :c:func:`PySys_SetArgvEx` allows an embedded interpreter
1754 to set :attr:`sys.argv` without also modifying :attr:`sys.path`
Raymond Hettinger480ed782010-12-15 22:07:15 +00001755 (:issue:`5753`).
1756
1757* :c:macro:`PyEval_CallObject` is now only available in macro form. The
1758 function declaration, which was kept for backwards compatibility reasons, is
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001759 now removed -- the macro was introduced in 1997 (:issue:`8276`).
Raymond Hettinger480ed782010-12-15 22:07:15 +00001760
1761* The is a new function :c:func:`PyLong_AsLongLongAndOverflow` which
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001762 is analogous to :c:func:`PyLong_AsLongAndOverflow`. They both serve to
Raymond Hettinger480ed782010-12-15 22:07:15 +00001763 convert Python :class:`int` into a native fixed-width type while providing
1764 detection of cases where the conversion won't fit (:issue:`7767`).
1765
1766* The :c:func:`PyUnicode_CompareWithASCIIString` now returns *not equal*
1767 if the Python string in *NUL* terminated.
1768
1769* There is a new function :c:func:`PyErr_NewExceptionWithDoc` that is
1770 like :c:func:`PyErr_NewException` but allows a docstring to be specified.
1771 This lets C exceptions have the same self-documenting capabilities as
1772 their pure Python counterparts (:issue:`7033`).
1773
1774* When compiled with the ``--with-valgrind`` option, the pymalloc
1775 allocator will be automatically disabled when running under Valgrind. This
1776 gives improved memory leak detection when running under Valgrind, while taking
1777 advantage of pymalloc at other times (:issue:`2422`).
1778
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001779* Removed the ``O?`` format from the *PyArg_Parse* functions. The format is no
Raymond Hettinger480ed782010-12-15 22:07:15 +00001780 longer used and it had never been documented (:issue:`8837`).
1781
1782There were a number of other small changes to the C-API. See the
1783:file:`Misc/NEWS` file for a complete list.
Skip Montanaro961aaf52010-10-17 22:22:24 +00001784
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001785
Raymond Hettingerf558ddd2009-06-28 21:37:08 +00001786Porting to Python 3.2
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001787=====================
1788
Georg Brandlda0a2112010-09-05 11:28:33 +00001789This section lists previously described changes and other bugfixes that may
1790require changes to your code:
Raymond Hettinger6e6565b2009-06-28 20:56:11 +00001791
Raymond Hettingerd73be672010-12-18 10:48:26 +00001792* The :mod:`configparser` module has a number of clean-ups. The major change is
1793 to replace the old :class:`ConfigParser` class with long-standing preferred
1794 alternative :class:`SafeConfigParser`. In addition there are a number of
1795 smaller incompatibilites:
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001796
Raymond Hettingerd73be672010-12-18 10:48:26 +00001797 * The interpolation syntax is now validated on
1798 :meth:`~configparser.ConfigParser.get` and
1799 :meth:`~configparser.ConfigParser.set` operations. In the default
1800 interpolation scheme, only two tokens with percent signs are valid: ``%(name)s``
1801 and ``%%``, the latter being an escaped percent sign.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001802
Raymond Hettingerd73be672010-12-18 10:48:26 +00001803 * The :meth:`~configparser.ConfigParser.set` and
1804 :meth:`~configparser.ConfigParser.add_section` methods now verify that
1805 values are actual strings. Formerly, unsupported types could be introduced
1806 unintentionally.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001807
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00001808 * Duplicate sections or options from a single source now raise either
Raymond Hettingerd73be672010-12-18 10:48:26 +00001809 :exc:`~configparser.DuplicateSectionError` or
1810 :exc:`~configparser.DuplicateOptionError`. Formerly, duplicates would
1811 silently overwrite a previous entry.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001812
Raymond Hettingerd73be672010-12-18 10:48:26 +00001813 * Inline comments are now disabled by default so now the **;** character
1814 can be safely used in values.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001815
Raymond Hettingerd73be672010-12-18 10:48:26 +00001816 * Comments now can be indented. Consequently, for **;** or **#** to appear at
1817 the start of a line in multiline values, it has to be interpolated. This
Raymond Hettinger2b8861f2010-12-18 11:20:52 +00001818 keeps comment prefix characters in values from being mistaken as comments.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001819
Raymond Hettingerd73be672010-12-18 10:48:26 +00001820 * ``""`` is now a valid value and is no longer automatically converted to an
1821 empty string. For empty strings, use ``"option ="`` in a line.
Łukasz Langa2b38b6c2010-12-17 21:57:32 +00001822
Antoine Pitroucd889af2010-10-06 21:13:56 +00001823* The :mod:`nntplib` module was reworked extensively, meaning that its APIs
1824 are often incompatible with the 3.1 APIs.
1825
Raymond Hettinger1fa76822010-12-06 23:31:36 +00001826* :class:`bytearray` objects can no longer be used as filenames; instead,
1827 they should be converted to :class:`bytes`.
Victor Stinnerdcb24032010-04-22 12:08:36 +00001828
Raymond Hettinger51e21072011-01-10 23:38:15 +00001829* ``PyArg_Parse*()`` functions:
Victor Stinner3dcb5ac2010-06-08 22:54:19 +00001830
Victor Stinner25e8ec42010-06-25 00:02:38 +00001831 * "t#" format has been removed: use "s#" or "s*" instead
1832 * "w" and "w#" formats has been removed: use "w*" instead
1833
Georg Brandl60203b42010-10-06 10:11:56 +00001834* The :c:type:`PyCObject` type, deprecated in 3.1, has been removed. To wrap
1835 opaque C pointers in Python objects, the :c:type:`PyCapsule` API should be used
Éric Araujo4234ad42010-09-05 17:32:25 +00001836 instead; the new type has a well-defined interface for passing typing safety
Georg Brandlda0a2112010-09-05 11:28:33 +00001837 information and a less complicated signature for calling a destructor.
Victor Stinner0cbec572010-09-12 20:32:57 +00001838
Raymond Hettingere0a96002010-12-15 17:54:13 +00001839* The :func:`sys.setfilesystemencoding` function was removed because
1840 it had a flawed design.
Raymond Hettinger3fcf0022010-12-08 01:13:53 +00001841
Raymond Hettingere0a96002010-12-15 17:54:13 +00001842* The :func:`random.seed` function and method now salt string seeds with an
1843 sha512 hash function. To access the previous version of *seed* in order to
1844 reproduce Python 3.1 sequences, set the *version* argument to *1*,
1845 ``random.seed(s, version=1)``.
Raymond Hettinger21ec4bc2010-12-10 01:09:01 +00001846
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00001847* The previously deprecated :func:`string.maketrans` function has been removed
Raymond Hettinger51e21072011-01-10 23:38:15 +00001848 in favor of the static methods :meth:`bytes.maketrans` and
Raymond Hettinger522cc0a2010-12-10 01:19:15 +00001849 :meth:`bytearray.maketrans`. This change solves the confusion around which
1850 types were supported by the :mod:`string` module. Now, :class:`str`,
1851 :class:`bytes`, and :class:`bytearray` each have their own **maketrans** and
1852 **translate** methods with intermediate translation tables of the appropriate
1853 type.
1854
1855 (Contributed by Georg Brandl; :issue:`5675`.)
1856
1857* The previously deprecated :func:`contextlib.nested` function has been removed
1858 in favor of a plain :keyword:`with` statement which can accept multiple
1859 context managers. The latter technique is faster (because it is built-in),
1860 and it does a better job finalizing multiple context managers when one of them
1861 raises an exception::
1862
1863 >>> with open('mylog.txt') as infile, open('a.out', 'w') as outfile:
1864 ... for line in infile:
1865 ... if '<critical>' in line:
1866 ... outfile.write(line)
1867
1868 (Contributed by Georg Brandl and Mattias Brändström;
1869 `appspot issue 53094 <http://codereview.appspot.com/53094>`_.)
Victor Stinnerda9ec992010-12-28 13:26:42 +00001870
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001871* :func:`struct.pack` now only allows bytes for the ``s`` string pack code.
1872 Formerly, it would accept text arguments and implicitly encode them to bytes
1873 using UTF-8. This was problematic because it made assumptions about the
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001874 correct encoding and because a variable-length encoding can fail when writing
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001875 to fixed length segment of a structure.
Victor Stinnerda9ec992010-12-28 13:26:42 +00001876
Raymond Hettinger2169ee22011-01-05 22:27:49 +00001877 Code such as ``struct.pack('<6sHHBBB', 'GIF87a', x, y)`` should be rewritten
1878 with to use bytes instead of text, ``struct.pack('<6sHHBBB', b'GIF87a', x, y)``.
1879
Raymond Hettingerde2e6182011-01-10 05:40:57 +00001880 (Discovered by David Beazley and fixed by Victor Stinner; :issue:`10783`.)
Raymond Hettingere40808a2011-01-05 23:00:00 +00001881
1882* The :class:`xml.etree.ElementTree` class now raises an
1883 :exc:`xml.etree.ElementTree.ParseError` when a parse fails. Previously it
1884 raised a :exc:`xml.parsers.expat.ExpatError`.
1885
1886* The new, longer :func:`str` value on floats may break doctests which rely on
1887 the old output format.