blob: b78bd9435d1fd2e4f1586fce5246cc8075c55d73 [file] [log] [blame]
Fred Drake2db76802004-12-01 05:05:47 +00001\documentclass{howto}
2\usepackage{distutils}
3% $Id$
4
Andrew M. Kuchlinga04d1182006-06-09 19:03:16 +00005% wsgiref section
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00006% Fix XXX comments
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00007% Count up the patches and bugs
Fred Drake2db76802004-12-01 05:05:47 +00008
9\title{What's New in Python 2.5}
Andrew M. Kuchling99714cf2006-04-27 12:23:07 +000010\release{0.2}
Andrew M. Kuchling92e24952004-12-03 13:54:09 +000011\author{A.M. Kuchling}
12\authoraddress{\email{amk@amk.ca}}
Fred Drake2db76802004-12-01 05:05:47 +000013
14\begin{document}
15\maketitle
16\tableofcontents
17
Andrew M. Kuchlingb1992d02006-06-20 13:05:12 +000018This article explains the new features in Python 2.5. The final
19release of Python 2.5 is scheduled for August 2006;
20\pep{356} describes the planned release schedule.
Fred Drake2db76802004-12-01 05:05:47 +000021
Andrew M. Kuchling0d660c02006-04-17 14:01:36 +000022Comments, suggestions, and error reports are welcome; please e-mail them
23to the author or open a bug in the Python bug tracker.
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +000024
Andrew M. Kuchling437567c2006-03-07 20:48:55 +000025% XXX Compare with previous release in 2 - 3 sentences here.
Andrew M. Kuchlingb1992d02006-06-20 13:05:12 +000026The changes in Python 2.5 are an interesting mix of language and library
27changes. The library changes
28will be more important to Python's user community, I think,
29because several widely-useful packages were added to the standard library;
30the additions include
31ElementTree for XML processing (section~\ref{module-etree}),
32the SQLite database module (section~\ref{module-sqlite}),
33and the \module{ctypes} module for calling C functions (\section~\ref{module-ctypes}).
Fred Drake2db76802004-12-01 05:05:47 +000034
Andrew M. Kuchlingb1992d02006-06-20 13:05:12 +000035The language changes are of middling significance. Some pleasant new
36features were added, but most of them aren't features that you'll use
37every day. Conditional expressions were finally added to the language
38using a novel syntax; see section~\ref{pep-308}. The new
39'\keyword{with}' statement will make writing cleanup code easier
40(section~\ref{pep-343}). Values can now be passed into generators
41(section~\ref{pep-342}). Imports are now visible as either absolute
42or relative (section~\ref{pep-328}). Some corner cases of exception
43handling are handled better (section~\ref{pep-341}). All these
44improvements are worthwhile, but they're improvements to one specific
45language feature or another; none of them are broad modifications to
46Python's semantics.
47
48
49This article doesn't attempt to be a complete specification of the new
50features, but instead is a brief introduction to each new feature.
51For full details, you should refer to the documentation for Python
522.5.
Andrew M. Kuchling437567c2006-03-07 20:48:55 +000053% XXX add hyperlink when the documentation becomes available online.
Fred Drake2db76802004-12-01 05:05:47 +000054If you want to understand the complete implementation and design
55rationale, refer to the PEP for a particular new feature.
56
57
58%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +000059\section{PEP 308: Conditional Expressions\label{pep-308}}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +000060
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +000061For a long time, people have been requesting a way to write
Andrew M. Kuchlingb1992d02006-06-20 13:05:12 +000062conditional expressions, which are expressions that return value A or
63value B depending on whether a Boolean value is true or false. A
64conditional expression lets you write a single assignment statement
65that has the same effect as the following:
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +000066
67\begin{verbatim}
68if condition:
69 x = true_value
70else:
71 x = false_value
72\end{verbatim}
73
74There have been endless tedious discussions of syntax on both
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +000075python-dev and comp.lang.python. A vote was even held that found the
76majority of voters wanted conditional expressions in some form,
77but there was no syntax that was preferred by a clear majority.
78Candidates included C's \code{cond ? true_v : false_v},
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +000079\code{if cond then true_v else false_v}, and 16 other variations.
80
81GvR eventually chose a surprising syntax:
82
83\begin{verbatim}
84x = true_value if condition else false_value
85\end{verbatim}
86
Andrew M. Kuchling38f85072006-04-02 01:46:32 +000087Evaluation is still lazy as in existing Boolean expressions, so the
88order of evaluation jumps around a bit. The \var{condition}
89expression in the middle is evaluated first, and the \var{true_value}
90expression is evaluated only if the condition was true. Similarly,
91the \var{false_value} expression is only evaluated when the condition
92is false.
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +000093
94This syntax may seem strange and backwards; why does the condition go
95in the \emph{middle} of the expression, and not in the front as in C's
96\code{c ? x : y}? The decision was checked by applying the new syntax
97to the modules in the standard library and seeing how the resulting
98code read. In many cases where a conditional expression is used, one
99value seems to be the 'common case' and one value is an 'exceptional
100case', used only on rarer occasions when the condition isn't met. The
101conditional syntax makes this pattern a bit more obvious:
102
103\begin{verbatim}
104contents = ((doc + '\n') if doc else '')
105\end{verbatim}
106
107I read the above statement as meaning ``here \var{contents} is
Andrew M. Kuchlingd0fcc022006-03-09 13:57:28 +0000108usually assigned a value of \code{doc+'\e n'}; sometimes
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +0000109\var{doc} is empty, in which special case an empty string is returned.''
110I doubt I will use conditional expressions very often where there
111isn't a clear common and uncommon case.
112
113There was some discussion of whether the language should require
114surrounding conditional expressions with parentheses. The decision
115was made to \emph{not} require parentheses in the Python language's
116grammar, but as a matter of style I think you should always use them.
117Consider these two statements:
118
119\begin{verbatim}
120# First version -- no parens
121level = 1 if logging else 0
122
123# Second version -- with parens
124level = (1 if logging else 0)
125\end{verbatim}
126
127In the first version, I think a reader's eye might group the statement
128into 'level = 1', 'if logging', 'else 0', and think that the condition
129decides whether the assignment to \var{level} is performed. The
130second version reads better, in my opinion, because it makes it clear
131that the assignment is always performed and the choice is being made
132between two values.
133
134Another reason for including the brackets: a few odd combinations of
135list comprehensions and lambdas could look like incorrect conditional
136expressions. See \pep{308} for some examples. If you put parentheses
137around your conditional expressions, you won't run into this case.
138
139
140\begin{seealso}
141
142\seepep{308}{Conditional Expressions}{PEP written by
Andrew M. Kuchling67191312006-04-19 12:55:39 +0000143Guido van~Rossum and Raymond D. Hettinger; implemented by Thomas
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +0000144Wouters.}
145
146\end{seealso}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000147
148
149%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000150\section{PEP 309: Partial Function Application\label{pep-309}}
Fred Drake2db76802004-12-01 05:05:47 +0000151
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000152The \module{functools} module is intended to contain tools for
Andrew M. Kuchlinge878fe62006-06-09 01:10:17 +0000153functional-style programming.
Andrew M. Kuchlingb1c96fd2005-03-20 21:42:04 +0000154
Andrew M. Kuchlinge878fe62006-06-09 01:10:17 +0000155One useful tool in this module is the \function{partial()} function.
156For programs written in a functional style, you'll sometimes want to
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000157construct variants of existing functions that have some of the
158parameters filled in. Consider a Python function \code{f(a, b, c)};
159you could create a new function \code{g(b, c)} that was equivalent to
Andrew M. Kuchlinge878fe62006-06-09 01:10:17 +0000160\code{f(1, b, c)}. This is called ``partial function application''.
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000161
Andrew M. Kuchlinge878fe62006-06-09 01:10:17 +0000162\function{partial} takes the arguments
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000163\code{(\var{function}, \var{arg1}, \var{arg2}, ...
164\var{kwarg1}=\var{value1}, \var{kwarg2}=\var{value2})}. The resulting
165object is callable, so you can just call it to invoke \var{function}
166with the filled-in arguments.
167
168Here's a small but realistic example:
169
170\begin{verbatim}
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000171import functools
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000172
173def log (message, subsystem):
174 "Write the contents of 'message' to the specified subsystem."
175 print '%s: %s' % (subsystem, message)
176 ...
177
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000178server_log = functools.partial(log, subsystem='server')
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000179server_log('Unable to open socket')
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000180\end{verbatim}
181
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000182Here's another example, from a program that uses PyGTK. Here a
Andrew M. Kuchling6af7fe02005-08-02 17:20:36 +0000183context-sensitive pop-up menu is being constructed dynamically. The
184callback provided for the menu option is a partially applied version
185of the \method{open_item()} method, where the first argument has been
186provided.
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000187
Andrew M. Kuchling6af7fe02005-08-02 17:20:36 +0000188\begin{verbatim}
189...
190class Application:
191 def open_item(self, path):
192 ...
193 def init (self):
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000194 open_func = functools.partial(self.open_item, item_path)
Andrew M. Kuchling6af7fe02005-08-02 17:20:36 +0000195 popup_menu.append( ("Open", open_func, 1) )
196\end{verbatim}
Andrew M. Kuchlingb1c96fd2005-03-20 21:42:04 +0000197
198
Andrew M. Kuchlinge878fe62006-06-09 01:10:17 +0000199Another function in the \module{functools} module is the
Andrew M. Kuchling7dbb1ff2006-06-09 10:22:35 +0000200\function{update_wrapper(\var{wrapper}, \var{wrapped})} function that
Andrew M. Kuchlinge878fe62006-06-09 01:10:17 +0000201helps you write well-behaved decorators. \function{update_wrapper()}
202copies the name, module, and docstring attribute to a wrapper function
203so that tracebacks inside the wrapped function are easier to
204understand. For example, you might write:
205
206\begin{verbatim}
207def my_decorator(f):
208 def wrapper(*args, **kwds):
209 print 'Calling decorated function'
210 return f(*args, **kwds)
211 functools.update_wrapper(wrapper, f)
212 return wrapper
213\end{verbatim}
214
215\function{wraps()} is a decorator that can be used inside your own
216decorators to copy the wrapped function's information. An alternate
217version of the previous example would be:
218
219\begin{verbatim}
220def my_decorator(f):
221 @functools.wraps(f)
222 def wrapper(*args, **kwds):
223 print 'Calling decorated function'
224 return f(*args, **kwds)
225 return wrapper
226\end{verbatim}
227
Andrew M. Kuchlingb1c96fd2005-03-20 21:42:04 +0000228\begin{seealso}
229
230\seepep{309}{Partial Function Application}{PEP proposed and written by
Andrew M. Kuchlinge878fe62006-06-09 01:10:17 +0000231Peter Harris; implemented by Hye-Shik Chang and Nick Coghlan, with
232adaptations by Raymond Hettinger.}
Andrew M. Kuchlingb1c96fd2005-03-20 21:42:04 +0000233
234\end{seealso}
Fred Drake2db76802004-12-01 05:05:47 +0000235
236
237%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000238\section{PEP 314: Metadata for Python Software Packages v1.1\label{pep-314}}
Fred Drakedb7b0022005-03-20 22:19:47 +0000239
Andrew M. Kuchlingd8d732e2005-04-09 23:59:41 +0000240Some simple dependency support was added to Distutils. The
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000241\function{setup()} function now has \code{requires}, \code{provides},
242and \code{obsoletes} keyword parameters. When you build a source
243distribution using the \code{sdist} command, the dependency
244information will be recorded in the \file{PKG-INFO} file.
Andrew M. Kuchlingd8d732e2005-04-09 23:59:41 +0000245
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000246Another new keyword parameter is \code{download_url}, which should be
247set to a URL for the package's source code. This means it's now
248possible to look up an entry in the package index, determine the
249dependencies for a package, and download the required packages.
Andrew M. Kuchlingd8d732e2005-04-09 23:59:41 +0000250
Andrew M. Kuchling61434b62006-04-13 11:51:07 +0000251\begin{verbatim}
252VERSION = '1.0'
253setup(name='PyPackage',
254 version=VERSION,
255 requires=['numarray', 'zlib (>=1.1.4)'],
256 obsoletes=['OldPackage']
257 download_url=('http://www.example.com/pypackage/dist/pkg-%s.tar.gz'
258 % VERSION),
259 )
260\end{verbatim}
Andrew M. Kuchlingc0a0dec2006-05-16 16:27:31 +0000261
262Another new enhancement to the Python package index at
263\url{http://cheeseshop.python.org} is storing source and binary
264archives for a package. The new \command{upload} Distutils command
265will upload a package to the repository.
266
267Before a package can be uploaded, you must be able to build a
268distribution using the \command{sdist} Distutils command. Once that
269works, you can run \code{python setup.py upload} to add your package
270to the PyPI archive. Optionally you can GPG-sign the package by
271supplying the \longprogramopt{sign} and
272\longprogramopt{identity} options.
273
274Package uploading was implemented by Martin von~L\"owis and Richard Jones.
Andrew M. Kuchlingd8d732e2005-04-09 23:59:41 +0000275
276\begin{seealso}
277
278\seepep{314}{Metadata for Python Software Packages v1.1}{PEP proposed
279and written by A.M. Kuchling, Richard Jones, and Fred Drake;
280implemented by Richard Jones and Fred Drake.}
281
282\end{seealso}
Fred Drakedb7b0022005-03-20 22:19:47 +0000283
284
285%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000286\section{PEP 328: Absolute and Relative Imports\label{pep-328}}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000287
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000288The simpler part of PEP 328 was implemented in Python 2.4: parentheses
289could now be used to enclose the names imported from a module using
290the \code{from ... import ...} statement, making it easier to import
291many different names.
292
293The more complicated part has been implemented in Python 2.5:
294importing a module can be specified to use absolute or
295package-relative imports. The plan is to move toward making absolute
296imports the default in future versions of Python.
297
298Let's say you have a package directory like this:
299\begin{verbatim}
300pkg/
301pkg/__init__.py
302pkg/main.py
303pkg/string.py
304\end{verbatim}
305
306This defines a package named \module{pkg} containing the
307\module{pkg.main} and \module{pkg.string} submodules.
308
309Consider the code in the \file{main.py} module. What happens if it
310executes the statement \code{import string}? In Python 2.4 and
311earlier, it will first look in the package's directory to perform a
312relative import, finds \file{pkg/string.py}, imports the contents of
313that file as the \module{pkg.string} module, and that module is bound
314to the name \samp{string} in the \module{pkg.main} module's namespace.
315
316That's fine if \module{pkg.string} was what you wanted. But what if
317you wanted Python's standard \module{string} module? There's no clean
318way to ignore \module{pkg.string} and look for the standard module;
319generally you had to look at the contents of \code{sys.modules}, which
320is slightly unclean.
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000321Holger Krekel's \module{py.std} package provides a tidier way to perform
322imports from the standard library, \code{import py ; py.std.string.join()},
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000323but that package isn't available on all Python installations.
324
325Reading code which relies on relative imports is also less clear,
326because a reader may be confused about which module, \module{string}
327or \module{pkg.string}, is intended to be used. Python users soon
328learned not to duplicate the names of standard library modules in the
329names of their packages' submodules, but you can't protect against
330having your submodule's name being used for a new module added in a
331future version of Python.
332
333In Python 2.5, you can switch \keyword{import}'s behaviour to
334absolute imports using a \code{from __future__ import absolute_import}
335directive. This absolute-import behaviour will become the default in
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000336a future version (probably Python 2.7). Once absolute imports
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000337are the default, \code{import string} will
338always find the standard library's version.
339It's suggested that users should begin using absolute imports as much
340as possible, so it's preferable to begin writing \code{from pkg import
341string} in your code.
342
343Relative imports are still possible by adding a leading period
344to the module name when using the \code{from ... import} form:
345
346\begin{verbatim}
347# Import names from pkg.string
348from .string import name1, name2
349# Import pkg.string
350from . import string
351\end{verbatim}
352
353This imports the \module{string} module relative to the current
354package, so in \module{pkg.main} this will import \var{name1} and
355\var{name2} from \module{pkg.string}. Additional leading periods
356perform the relative import starting from the parent of the current
357package. For example, code in the \module{A.B.C} module can do:
358
359\begin{verbatim}
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000360from . import D # Imports A.B.D
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000361from .. import E # Imports A.E
362from ..F import G # Imports A.F.G
363\end{verbatim}
364
365Leading periods cannot be used with the \code{import \var{modname}}
366form of the import statement, only the \code{from ... import} form.
367
368\begin{seealso}
369
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000370\seepep{328}{Imports: Multi-Line and Absolute/Relative}
371{PEP written by Aahz; implemented by Thomas Wouters.}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000372
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000373\seeurl{http://codespeak.net/py/current/doc/index.html}
374{The py library by Holger Krekel, which contains the \module{py.std} package.}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000375
376\end{seealso}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000377
378
379%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000380\section{PEP 338: Executing Modules as Scripts\label{pep-338}}
Andrew M. Kuchling21d3a7c2006-03-15 11:53:09 +0000381
Andrew M. Kuchlingb182db42006-03-17 21:48:46 +0000382The \programopt{-m} switch added in Python 2.4 to execute a module as
383a script gained a few more abilities. Instead of being implemented in
384C code inside the Python interpreter, the switch now uses an
385implementation in a new module, \module{runpy}.
386
387The \module{runpy} module implements a more sophisticated import
388mechanism so that it's now possible to run modules in a package such
389as \module{pychecker.checker}. The module also supports alternative
Andrew M. Kuchling5d4cf5e2006-04-13 13:02:42 +0000390import mechanisms such as the \module{zipimport} module. This means
Andrew M. Kuchlingb182db42006-03-17 21:48:46 +0000391you can add a .zip archive's path to \code{sys.path} and then use the
392\programopt{-m} switch to execute code from the archive.
393
394
395\begin{seealso}
396
397\seepep{338}{Executing modules as scripts}{PEP written and
398implemented by Nick Coghlan.}
399
400\end{seealso}
Andrew M. Kuchling21d3a7c2006-03-15 11:53:09 +0000401
402
403%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000404\section{PEP 341: Unified try/except/finally\label{pep-341}}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000405
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000406Until Python 2.5, the \keyword{try} statement came in two
407flavours. You could use a \keyword{finally} block to ensure that code
Andrew M. Kuchling0f1955d2006-04-13 12:09:08 +0000408is always executed, or one or more \keyword{except} blocks to catch
409specific exceptions. You couldn't combine both \keyword{except} blocks and a
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000410\keyword{finally} block, because generating the right bytecode for the
411combined version was complicated and it wasn't clear what the
412semantics of the combined should be.
413
414GvR spent some time working with Java, which does support the
415equivalent of combining \keyword{except} blocks and a
416\keyword{finally} block, and this clarified what the statement should
417mean. In Python 2.5, you can now write:
418
419\begin{verbatim}
420try:
421 block-1 ...
422except Exception1:
423 handler-1 ...
424except Exception2:
425 handler-2 ...
426else:
427 else-block
428finally:
429 final-block
430\end{verbatim}
431
432The code in \var{block-1} is executed. If the code raises an
Andrew M. Kuchling356af462006-05-10 17:19:04 +0000433exception, the various \keyword{except} blocks are tested: if the
434exception is of class \class{Exception1}, \var{handler-1} is executed;
435otherwise if it's of class \class{Exception2}, \var{handler-2} is
436executed, and so forth. If no exception is raised, the
437\var{else-block} is executed.
438
439No matter what happened previously, the \var{final-block} is executed
440once the code block is complete and any raised exceptions handled.
441Even if there's an error in an exception handler or the
442\var{else-block} and a new exception is raised, the
443code in the \var{final-block} is still run.
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000444
445\begin{seealso}
446
447\seepep{341}{Unifying try-except and try-finally}{PEP written by Georg Brandl;
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +0000448implementation by Thomas Lee.}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000449
450\end{seealso}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000451
452
453%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000454\section{PEP 342: New Generator Features\label{pep-342}}
Andrew M. Kuchlinga2e21cb2005-08-02 17:13:21 +0000455
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000456Python 2.5 adds a simple way to pass values \emph{into} a generator.
Andrew M. Kuchling150e3492005-08-23 00:56:06 +0000457As introduced in Python 2.3, generators only produce output; once a
Andrew M. Kuchling1e9f5742006-05-20 19:25:16 +0000458generator's code was invoked to create an iterator, there was no way to
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000459pass any new information into the function when its execution is
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000460resumed. Sometimes the ability to pass in some information would be
461useful. Hackish solutions to this include making the generator's code
462look at a global variable and then changing the global variable's
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000463value, or passing in some mutable object that callers then modify.
Andrew M. Kuchling150e3492005-08-23 00:56:06 +0000464
465To refresh your memory of basic generators, here's a simple example:
466
467\begin{verbatim}
468def counter (maximum):
469 i = 0
470 while i < maximum:
471 yield i
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000472 i += 1
Andrew M. Kuchling150e3492005-08-23 00:56:06 +0000473\end{verbatim}
474
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000475When you call \code{counter(10)}, the result is an iterator that
476returns the values from 0 up to 9. On encountering the
477\keyword{yield} statement, the iterator returns the provided value and
478suspends the function's execution, preserving the local variables.
479Execution resumes on the following call to the iterator's
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000480\method{next()} method, picking up after the \keyword{yield} statement.
Andrew M. Kuchling150e3492005-08-23 00:56:06 +0000481
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000482In Python 2.3, \keyword{yield} was a statement; it didn't return any
483value. In 2.5, \keyword{yield} is now an expression, returning a
484value that can be assigned to a variable or otherwise operated on:
Andrew M. Kuchlinga2e21cb2005-08-02 17:13:21 +0000485
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000486\begin{verbatim}
487val = (yield i)
488\end{verbatim}
489
490I recommend that you always put parentheses around a \keyword{yield}
491expression when you're doing something with the returned value, as in
492the above example. The parentheses aren't always necessary, but it's
493easier to always add them instead of having to remember when they're
Andrew M. Kuchling3b675d22006-04-20 13:43:21 +0000494needed.
495
496(\pep{342} explains the exact rules, which are that a
497\keyword{yield}-expression must always be parenthesized except when it
498occurs at the top-level expression on the right-hand side of an
499assignment. This means you can write \code{val = yield i} but have to
500use parentheses when there's an operation, as in \code{val = (yield i)
501+ 12}.)
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000502
503Values are sent into a generator by calling its
504\method{send(\var{value})} method. The generator's code is then
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000505resumed and the \keyword{yield} expression returns the specified
506\var{value}. If the regular \method{next()} method is called, the
507\keyword{yield} returns \constant{None}.
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000508
509Here's the previous example, modified to allow changing the value of
510the internal counter.
511
512\begin{verbatim}
513def counter (maximum):
514 i = 0
515 while i < maximum:
516 val = (yield i)
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000517 # If value provided, change counter
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000518 if val is not None:
519 i = val
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000520 else:
521 i += 1
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000522\end{verbatim}
523
524And here's an example of changing the counter:
525
526\begin{verbatim}
527>>> it = counter(10)
528>>> print it.next()
5290
530>>> print it.next()
5311
532>>> print it.send(8)
5338
534>>> print it.next()
5359
536>>> print it.next()
537Traceback (most recent call last):
538 File ``t.py'', line 15, in ?
539 print it.next()
540StopIteration
Andrew M. Kuchlingc2033702005-08-29 13:30:12 +0000541\end{verbatim}
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000542
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000543Because \keyword{yield} will often be returning \constant{None}, you
544should always check for this case. Don't just use its value in
545expressions unless you're sure that the \method{send()} method
546will be the only method used resume your generator function.
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000547
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000548In addition to \method{send()}, there are two other new methods on
549generators:
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000550
551\begin{itemize}
552
553 \item \method{throw(\var{type}, \var{value}=None,
554 \var{traceback}=None)} is used to raise an exception inside the
555 generator; the exception is raised by the \keyword{yield} expression
556 where the generator's execution is paused.
557
558 \item \method{close()} raises a new \exception{GeneratorExit}
559 exception inside the generator to terminate the iteration.
560 On receiving this
561 exception, the generator's code must either raise
562 \exception{GeneratorExit} or \exception{StopIteration}; catching the
563 exception and doing anything else is illegal and will trigger
564 a \exception{RuntimeError}. \method{close()} will also be called by
Andrew M. Kuchling3cdf24b2006-05-25 00:23:03 +0000565 Python's garbage collector when the generator is garbage-collected.
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000566
Andrew M. Kuchling3cdf24b2006-05-25 00:23:03 +0000567 If you need to run cleanup code when a \exception{GeneratorExit} occurs,
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000568 I suggest using a \code{try: ... finally:} suite instead of
569 catching \exception{GeneratorExit}.
570
571\end{itemize}
572
573The cumulative effect of these changes is to turn generators from
574one-way producers of information into both producers and consumers.
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000575
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000576Generators also become \emph{coroutines}, a more generalized form of
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000577subroutines. Subroutines are entered at one point and exited at
Andrew M. Kuchling1e9f5742006-05-20 19:25:16 +0000578another point (the top of the function, and a \keyword{return}
579statement), but coroutines can be entered, exited, and resumed at
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000580many different points (the \keyword{yield} statements). We'll have to
581figure out patterns for using coroutines effectively in Python.
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000582
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000583The addition of the \method{close()} method has one side effect that
584isn't obvious. \method{close()} is called when a generator is
585garbage-collected, so this means the generator's code gets one last
Andrew M. Kuchling3b4fb042006-04-13 12:49:39 +0000586chance to run before the generator is destroyed. This last chance
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000587means that \code{try...finally} statements in generators can now be
588guaranteed to work; the \keyword{finally} clause will now always get a
589chance to run. The syntactic restriction that you couldn't mix
590\keyword{yield} statements with a \code{try...finally} suite has
591therefore been removed. This seems like a minor bit of language
592trivia, but using generators and \code{try...finally} is actually
593necessary in order to implement the \keyword{with} statement
Andrew M. Kuchling67191312006-04-19 12:55:39 +0000594described by PEP 343. I'll look at this new statement in the following
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000595section.
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000596
Andrew M. Kuchling3b4fb042006-04-13 12:49:39 +0000597Another even more esoteric effect of this change: previously, the
598\member{gi_frame} attribute of a generator was always a frame object.
599It's now possible for \member{gi_frame} to be \code{None}
600once the generator has been exhausted.
601
Andrew M. Kuchlinga2e21cb2005-08-02 17:13:21 +0000602\begin{seealso}
603
604\seepep{342}{Coroutines via Enhanced Generators}{PEP written by
Andrew M. Kuchling67191312006-04-19 12:55:39 +0000605Guido van~Rossum and Phillip J. Eby;
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000606implemented by Phillip J. Eby. Includes examples of
607some fancier uses of generators as coroutines.}
608
609\seeurl{http://en.wikipedia.org/wiki/Coroutine}{The Wikipedia entry for
610coroutines.}
611
Neal Norwitz09179882006-03-04 23:31:45 +0000612\seeurl{http://www.sidhe.org/\~{}dan/blog/archives/000178.html}{An
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000613explanation of coroutines from a Perl point of view, written by Dan
614Sugalski.}
Andrew M. Kuchlinga2e21cb2005-08-02 17:13:21 +0000615
616\end{seealso}
617
618
619%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000620\section{PEP 343: The 'with' statement\label{pep-343}}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000621
Andrew M. Kuchling0a7ed8c2006-04-24 14:30:47 +0000622The '\keyword{with}' statement clarifies code that previously would
623use \code{try...finally} blocks to ensure that clean-up code is
624executed. In this section, I'll discuss the statement as it will
625commonly be used. In the next section, I'll examine the
626implementation details and show how to write objects for use with this
627statement.
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000628
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +0000629The '\keyword{with}' statement is a new control-flow structure whose
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000630basic structure is:
631
632\begin{verbatim}
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000633with expression [as variable]:
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000634 with-block
635\end{verbatim}
636
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000637The expression is evaluated, and it should result in an object that
638supports the context management protocol. This object may return a
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000639value that can optionally be bound to the name \var{variable}. (Note
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000640carefully that \var{variable} is \emph{not} assigned the result of
641\var{expression}.) The object can then run set-up code
642before \var{with-block} is executed and some clean-up code
643is executed after the block is done, even if the block raised an exception.
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000644
645To enable the statement in Python 2.5, you need
646to add the following directive to your module:
647
648\begin{verbatim}
649from __future__ import with_statement
650\end{verbatim}
651
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000652The statement will always be enabled in Python 2.6.
653
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000654Some standard Python objects now support the context management
655protocol and can be used with the '\keyword{with}' statement. File
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000656objects are one example:
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000657
658\begin{verbatim}
659with open('/etc/passwd', 'r') as f:
660 for line in f:
661 print line
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000662 ... more processing code ...
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000663\end{verbatim}
664
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000665After this statement has executed, the file object in \var{f} will
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +0000666have been automatically closed, even if the 'for' loop
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000667raised an exception part-way through the block.
668
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000669The \module{threading} module's locks and condition variables
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +0000670also support the '\keyword{with}' statement:
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000671
672\begin{verbatim}
673lock = threading.Lock()
674with lock:
675 # Critical section of code
676 ...
677\end{verbatim}
678
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000679The lock is acquired before the block is executed and always released once
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000680the block is complete.
681
682The \module{decimal} module's contexts, which encapsulate the desired
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000683precision and rounding characteristics for computations, provide a
684\method{context_manager()} method for getting a context manager:
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000685
686\begin{verbatim}
687import decimal
688
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000689# Displays with default precision of 28 digits
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000690v1 = decimal.Decimal('578')
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000691print v1.sqrt()
692
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000693ctx = decimal.Context(prec=16)
694with ctx.context_manager():
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000695 # All code in this block uses a precision of 16 digits.
696 # The original context is restored on exiting the block.
697 print v1.sqrt()
698\end{verbatim}
699
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000700\subsection{Writing Context Managers\label{context-managers}}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000701
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +0000702Under the hood, the '\keyword{with}' statement is fairly complicated.
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000703Most people will only use '\keyword{with}' in company with existing
Andrew M. Kuchling0a7ed8c2006-04-24 14:30:47 +0000704objects and don't need to know these details, so you can skip the rest
705of this section if you like. Authors of new objects will need to
706understand the details of the underlying implementation and should
707keep reading.
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000708
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000709A high-level explanation of the context management protocol is:
710
711\begin{itemize}
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000712
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000713\item The expression is evaluated and should result in an object
714called a ``context manager''. The context manager must have
Andrew M. Kuchling0a7ed8c2006-04-24 14:30:47 +0000715\method{__enter__()} and \method{__exit__()} methods.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000716
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000717\item The context manager's \method{__enter__()} method is called. The value
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000718returned is assigned to \var{VAR}. If no \code{'as \var{VAR}'} clause
719is present, the value is simply discarded.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000720
721\item The code in \var{BLOCK} is executed.
722
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000723\item If \var{BLOCK} raises an exception, the
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000724\method{__exit__(\var{type}, \var{value}, \var{traceback})} is called
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000725with the exception details, the same values returned by
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000726\function{sys.exc_info()}. The method's return value controls whether
727the exception is re-raised: any false value re-raises the exception,
728and \code{True} will result in suppressing it. You'll only rarely
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000729want to suppress the exception, because if you do
730the author of the code containing the
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000731'\keyword{with}' statement will never realize anything went wrong.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000732
733\item If \var{BLOCK} didn't raise an exception,
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000734the \method{__exit__()} method is still called,
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000735but \var{type}, \var{value}, and \var{traceback} are all \code{None}.
736
737\end{itemize}
738
739Let's think through an example. I won't present detailed code but
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000740will only sketch the methods necessary for a database that supports
741transactions.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000742
743(For people unfamiliar with database terminology: a set of changes to
744the database are grouped into a transaction. Transactions can be
745either committed, meaning that all the changes are written into the
746database, or rolled back, meaning that the changes are all discarded
747and the database is unchanged. See any database textbook for more
748information.)
749% XXX find a shorter reference?
750
751Let's assume there's an object representing a database connection.
752Our goal will be to let the user write code like this:
753
754\begin{verbatim}
755db_connection = DatabaseConnection()
756with db_connection as cursor:
757 cursor.execute('insert into ...')
758 cursor.execute('delete from ...')
759 # ... more operations ...
760\end{verbatim}
761
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000762The transaction should be committed if the code in the block
763runs flawlessly or rolled back if there's an exception.
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000764Here's the basic interface
765for \class{DatabaseConnection} that I'll assume:
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000766
767\begin{verbatim}
768class DatabaseConnection:
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000769 # Database interface
770 def cursor (self):
771 "Returns a cursor object and starts a new transaction"
772 def commit (self):
773 "Commits current transaction"
774 def rollback (self):
775 "Rolls back current transaction"
776\end{verbatim}
777
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000778The \method {__enter__()} method is pretty easy, having only to start
779a new transaction. For this application the resulting cursor object
780would be a useful result, so the method will return it. The user can
781then add \code{as cursor} to their '\keyword{with}' statement to bind
782the cursor to a variable name.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000783
784\begin{verbatim}
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000785class DatabaseConnection:
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000786 ...
787 def __enter__ (self):
788 # Code to start a new transaction
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000789 cursor = self.cursor()
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000790 return cursor
791\end{verbatim}
792
793The \method{__exit__()} method is the most complicated because it's
794where most of the work has to be done. The method has to check if an
795exception occurred. If there was no exception, the transaction is
796committed. The transaction is rolled back if there was an exception.
Andrew M. Kuchling0a7ed8c2006-04-24 14:30:47 +0000797
798In the code below, execution will just fall off the end of the
799function, returning the default value of \code{None}. \code{None} is
800false, so the exception will be re-raised automatically. If you
801wished, you could be more explicit and add a \keyword{return}
802statement at the marked location.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000803
804\begin{verbatim}
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000805class DatabaseConnection:
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000806 ...
807 def __exit__ (self, type, value, tb):
808 if tb is None:
809 # No exception, so commit
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000810 self.commit()
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000811 else:
812 # Exception occurred, so rollback.
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000813 self.rollback()
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000814 # return False
815\end{verbatim}
816
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000817
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000818\subsection{The contextlib module\label{module-contextlib}}
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +0000819
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000820The new \module{contextlib} module provides some functions and a
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000821decorator that are useful for writing objects for use with the
822'\keyword{with}' statement.
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +0000823
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000824The decorator is called \function{contextfactory}, and lets you write
825a single generator function instead of defining a new class. The generator
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000826should yield exactly one value. The code up to the \keyword{yield}
827will be executed as the \method{__enter__()} method, and the value
828yielded will be the method's return value that will get bound to the
829variable in the '\keyword{with}' statement's \keyword{as} clause, if
830any. The code after the \keyword{yield} will be executed in the
831\method{__exit__()} method. Any exception raised in the block will be
832raised by the \keyword{yield} statement.
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000833
834Our database example from the previous section could be written
835using this decorator as:
836
837\begin{verbatim}
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000838from contextlib import contextfactory
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000839
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000840@contextfactory
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000841def db_transaction (connection):
842 cursor = connection.cursor()
843 try:
844 yield cursor
845 except:
846 connection.rollback()
847 raise
848 else:
849 connection.commit()
850
851db = DatabaseConnection()
852with db_transaction(db) as cursor:
853 ...
854\end{verbatim}
855
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000856The \module{contextlib} module also has a \function{nested(\var{mgr1},
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000857\var{mgr2}, ...)} function that combines a number of context managers so you
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000858don't need to write nested '\keyword{with}' statements. In this
859example, the single '\keyword{with}' statement both starts a database
860transaction and acquires a thread lock:
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000861
862\begin{verbatim}
863lock = threading.Lock()
864with nested (db_transaction(db), lock) as (cursor, locked):
865 ...
866\end{verbatim}
867
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000868Finally, the \function{closing(\var{object})} function
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000869returns \var{object} so that it can be bound to a variable,
870and calls \code{\var{object}.close()} at the end of the block.
871
872\begin{verbatim}
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +0000873import urllib, sys
874from contextlib import closing
875
876with closing(urllib.urlopen('http://www.yahoo.com')) as f:
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000877 for line in f:
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +0000878 sys.stdout.write(line)
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000879\end{verbatim}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000880
881\begin{seealso}
882
Andrew M. Kuchling67191312006-04-19 12:55:39 +0000883\seepep{343}{The ``with'' statement}{PEP written by Guido van~Rossum
884and Nick Coghlan; implemented by Mike Bland, Guido van~Rossum, and
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +0000885Neal Norwitz. The PEP shows the code generated for a '\keyword{with}'
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000886statement, which can be helpful in learning how the statement works.}
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000887
888\seeurl{../lib/module-contextlib.html}{The documentation
889for the \module{contextlib} module.}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000890
891\end{seealso}
892
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000893
894%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000895\section{PEP 352: Exceptions as New-Style Classes\label{pep-352}}
Andrew M. Kuchling8f4d2552006-03-08 01:50:20 +0000896
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000897Exception classes can now be new-style classes, not just classic
898classes, and the built-in \exception{Exception} class and all the
899standard built-in exceptions (\exception{NameError},
900\exception{ValueError}, etc.) are now new-style classes.
Andrew M. Kuchlingaeadf952006-03-09 19:06:05 +0000901
902The inheritance hierarchy for exceptions has been rearranged a bit.
903In 2.5, the inheritance relationships are:
904
905\begin{verbatim}
906BaseException # New in Python 2.5
907|- KeyboardInterrupt
908|- SystemExit
909|- Exception
910 |- (all other current built-in exceptions)
911\end{verbatim}
912
913This rearrangement was done because people often want to catch all
914exceptions that indicate program errors. \exception{KeyboardInterrupt} and
915\exception{SystemExit} aren't errors, though, and usually represent an explicit
916action such as the user hitting Control-C or code calling
917\function{sys.exit()}. A bare \code{except:} will catch all exceptions,
918so you commonly need to list \exception{KeyboardInterrupt} and
919\exception{SystemExit} in order to re-raise them. The usual pattern is:
920
921\begin{verbatim}
922try:
923 ...
924except (KeyboardInterrupt, SystemExit):
925 raise
926except:
927 # Log error...
928 # Continue running program...
929\end{verbatim}
930
931In Python 2.5, you can now write \code{except Exception} to achieve
932the same result, catching all the exceptions that usually indicate errors
933but leaving \exception{KeyboardInterrupt} and
934\exception{SystemExit} alone. As in previous versions,
935a bare \code{except:} still catches all exceptions.
936
937The goal for Python 3.0 is to require any class raised as an exception
938to derive from \exception{BaseException} or some descendant of
939\exception{BaseException}, and future releases in the
940Python 2.x series may begin to enforce this constraint. Therefore, I
941suggest you begin making all your exception classes derive from
942\exception{Exception} now. It's been suggested that the bare
943\code{except:} form should be removed in Python 3.0, but Guido van~Rossum
944hasn't decided whether to do this or not.
945
946Raising of strings as exceptions, as in the statement \code{raise
947"Error occurred"}, is deprecated in Python 2.5 and will trigger a
948warning. The aim is to be able to remove the string-exception feature
949in a few releases.
950
951
952\begin{seealso}
953
Andrew M. Kuchlingc3749a92006-04-04 19:14:41 +0000954\seepep{352}{Required Superclass for Exceptions}{PEP written by
Andrew M. Kuchling67191312006-04-19 12:55:39 +0000955Brett Cannon and Guido van~Rossum; implemented by Brett Cannon.}
Andrew M. Kuchlingaeadf952006-03-09 19:06:05 +0000956
957\end{seealso}
Andrew M. Kuchling8f4d2552006-03-08 01:50:20 +0000958
959
960%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000961\section{PEP 353: Using ssize_t as the index type\label{pep-353}}
Andrew M. Kuchlingc3749a92006-04-04 19:14:41 +0000962
963A wide-ranging change to Python's C API, using a new
964\ctype{Py_ssize_t} type definition instead of \ctype{int},
965will permit the interpreter to handle more data on 64-bit platforms.
966This change doesn't affect Python's capacity on 32-bit platforms.
967
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000968Various pieces of the Python interpreter used C's \ctype{int} type to
969store sizes or counts; for example, the number of items in a list or
970tuple were stored in an \ctype{int}. The C compilers for most 64-bit
971platforms still define \ctype{int} as a 32-bit type, so that meant
972that lists could only hold up to \code{2**31 - 1} = 2147483647 items.
973(There are actually a few different programming models that 64-bit C
974compilers can use -- see
975\url{http://www.unix.org/version2/whatsnew/lp64_wp.html} for a
976discussion -- but the most commonly available model leaves \ctype{int}
977as 32 bits.)
978
979A limit of 2147483647 items doesn't really matter on a 32-bit platform
980because you'll run out of memory before hitting the length limit.
981Each list item requires space for a pointer, which is 4 bytes, plus
982space for a \ctype{PyObject} representing the item. 2147483647*4 is
983already more bytes than a 32-bit address space can contain.
984
985It's possible to address that much memory on a 64-bit platform,
Andrew M. Kuchling5ab504e2006-06-20 12:19:54 +0000986however. The pointers for a list that size would only require 16~GiB
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000987of space, so it's not unreasonable that Python programmers might
988construct lists that large. Therefore, the Python interpreter had to
989be changed to use some type other than \ctype{int}, and this will be a
99064-bit type on 64-bit platforms. The change will cause
991incompatibilities on 64-bit machines, so it was deemed worth making
992the transition now, while the number of 64-bit users is still
993relatively small. (In 5 or 10 years, we may \emph{all} be on 64-bit
994machines, and the transition would be more painful then.)
995
996This change most strongly affects authors of C extension modules.
997Python strings and container types such as lists and tuples
998now use \ctype{Py_ssize_t} to store their size.
999Functions such as \cfunction{PyList_Size()}
1000now return \ctype{Py_ssize_t}. Code in extension modules
1001may therefore need to have some variables changed to
1002\ctype{Py_ssize_t}.
1003
1004The \cfunction{PyArg_ParseTuple()} and \cfunction{Py_BuildValue()} functions
1005have a new conversion code, \samp{n}, for \ctype{Py_ssize_t}.
Andrew M. Kuchlinga4d651f2006-04-06 13:24:58 +00001006\cfunction{PyArg_ParseTuple()}'s \samp{s\#} and \samp{t\#} still output
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +00001007\ctype{int} by default, but you can define the macro
1008\csimplemacro{PY_SSIZE_T_CLEAN} before including \file{Python.h}
1009to make them return \ctype{Py_ssize_t}.
1010
1011\pep{353} has a section on conversion guidelines that
1012extension authors should read to learn about supporting 64-bit
1013platforms.
Andrew M. Kuchlingc3749a92006-04-04 19:14:41 +00001014
1015\begin{seealso}
1016
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00001017\seepep{353}{Using ssize_t as the index type}{PEP written and implemented by Martin von~L\"owis.}
Andrew M. Kuchlingc3749a92006-04-04 19:14:41 +00001018
1019\end{seealso}
1020
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +00001021
Andrew M. Kuchlingc3749a92006-04-04 19:14:41 +00001022%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +00001023\section{PEP 357: The '__index__' method\label{pep-357}}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +00001024
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001025The NumPy developers had a problem that could only be solved by adding
1026a new special method, \method{__index__}. When using slice notation,
Fred Drake1c0e3282006-04-02 03:30:06 +00001027as in \code{[\var{start}:\var{stop}:\var{step}]}, the values of the
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001028\var{start}, \var{stop}, and \var{step} indexes must all be either
1029integers or long integers. NumPy defines a variety of specialized
1030integer types corresponding to unsigned and signed integers of 8, 16,
103132, and 64 bits, but there was no way to signal that these types could
1032be used as slice indexes.
1033
1034Slicing can't just use the existing \method{__int__} method because
1035that method is also used to implement coercion to integers. If
1036slicing used \method{__int__}, floating-point numbers would also
1037become legal slice indexes and that's clearly an undesirable
1038behaviour.
1039
1040Instead, a new special method called \method{__index__} was added. It
1041takes no arguments and returns an integer giving the slice index to
1042use. For example:
1043
1044\begin{verbatim}
1045class C:
1046 def __index__ (self):
1047 return self.value
1048\end{verbatim}
1049
1050The return value must be either a Python integer or long integer.
1051The interpreter will check that the type returned is correct, and
1052raises a \exception{TypeError} if this requirement isn't met.
1053
1054A corresponding \member{nb_index} slot was added to the C-level
1055\ctype{PyNumberMethods} structure to let C extensions implement this
1056protocol. \cfunction{PyNumber_Index(\var{obj})} can be used in
1057extension code to call the \method{__index__} function and retrieve
1058its result.
1059
1060\begin{seealso}
1061
1062\seepep{357}{Allowing Any Object to be Used for Slicing}{PEP written
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +00001063and implemented by Travis Oliphant.}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001064
1065\end{seealso}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +00001066
1067
1068%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001069\section{Other Language Changes\label{other-lang}}
Fred Drake2db76802004-12-01 05:05:47 +00001070
1071Here are all of the changes that Python 2.5 makes to the core Python
1072language.
1073
1074\begin{itemize}
Andrew M. Kuchling1cae3f52004-12-03 14:57:21 +00001075
Andrew M. Kuchlingc7095842006-04-14 12:41:19 +00001076\item The \class{dict} type has a new hook for letting subclasses
1077provide a default value when a key isn't contained in the dictionary.
1078When a key isn't found, the dictionary's
1079\method{__missing__(\var{key})}
1080method will be called. This hook is used to implement
1081the new \class{defaultdict} class in the \module{collections}
1082module. The following example defines a dictionary
1083that returns zero for any missing key:
1084
1085\begin{verbatim}
1086class zerodict (dict):
1087 def __missing__ (self, key):
1088 return 0
1089
1090d = zerodict({1:1, 2:2})
1091print d[1], d[2] # Prints 1, 2
1092print d[3], d[4] # Prints 0, 0
1093\end{verbatim}
1094
Andrew M. Kuchlingafe65982006-05-26 18:41:18 +00001095\item Both 8-bit and Unicode strings have new \method{partition(sep)}
1096and \method{rpartition(sep)} methods that simplify a common use case.
Andrew M. Kuchlingad0cb652006-05-26 12:39:48 +00001097The \method{find(S)} method is often used to get an index which is
1098then used to slice the string and obtain the pieces that are before
Andrew M. Kuchlingafe65982006-05-26 18:41:18 +00001099and after the separator.
1100
1101\method{partition(sep)} condenses this
Andrew M. Kuchlingad0cb652006-05-26 12:39:48 +00001102pattern into a single method call that returns a 3-tuple containing
1103the substring before the separator, the separator itself, and the
1104substring after the separator. If the separator isn't found, the
1105first element of the tuple is the entire string and the other two
Andrew M. Kuchlingafe65982006-05-26 18:41:18 +00001106elements are empty. \method{rpartition(sep)} also returns a 3-tuple
1107but starts searching from the end of the string; the \samp{r} stands
1108for 'reverse'.
1109
1110Some examples:
Andrew M. Kuchlingad0cb652006-05-26 12:39:48 +00001111
1112\begin{verbatim}
1113>>> ('http://www.python.org').partition('://')
1114('http', '://', 'www.python.org')
1115>>> (u'Subject: a quick question').partition(':')
1116(u'Subject', u':', u' a quick question')
1117>>> ('file:/usr/share/doc/index.html').partition('://')
1118('file:/usr/share/doc/index.html', '', '')
Andrew M. Kuchlingafe65982006-05-26 18:41:18 +00001119>>> 'www.python.org'.rpartition('.')
1120('www.python', '.', 'org')
Andrew M. Kuchlingad0cb652006-05-26 12:39:48 +00001121\end{verbatim}
1122
1123(Implemented by Fredrik Lundh following a suggestion by Raymond Hettinger.)
1124
Andrew M. Kuchlinga04d1182006-06-09 19:03:16 +00001125\item The \method{startswith()} and \method{endswith()} methods
1126of string types now accept tuples of strings to check for.
1127
1128\begin{verbatim}
1129def is_image_file (filename):
1130 return filename.endswith(('.gif', '.jpg', '.tiff'))
1131\end{verbatim}
1132
1133(Implemented by Georg Brandl following a suggestion by Tom Lynn.)
1134% RFE #1491485
1135
Andrew M. Kuchling1cae3f52004-12-03 14:57:21 +00001136\item The \function{min()} and \function{max()} built-in functions
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001137gained a \code{key} keyword parameter analogous to the \code{key}
1138argument for \method{sort()}. This parameter supplies a function that
Andrew M. Kuchlingc7095842006-04-14 12:41:19 +00001139takes a single argument and is called for every value in the list;
Andrew M. Kuchling1cae3f52004-12-03 14:57:21 +00001140\function{min()}/\function{max()} will return the element with the
1141smallest/largest return value from this function.
1142For example, to find the longest string in a list, you can do:
1143
1144\begin{verbatim}
1145L = ['medium', 'longest', 'short']
1146# Prints 'longest'
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001147print max(L, key=len)
Andrew M. Kuchling1cae3f52004-12-03 14:57:21 +00001148# Prints 'short', because lexicographically 'short' has the largest value
1149print max(L)
1150\end{verbatim}
1151
1152(Contributed by Steven Bethard and Raymond Hettinger.)
Fred Drake2db76802004-12-01 05:05:47 +00001153
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001154\item Two new built-in functions, \function{any()} and
1155\function{all()}, evaluate whether an iterator contains any true or
1156false values. \function{any()} returns \constant{True} if any value
1157returned by the iterator is true; otherwise it will return
1158\constant{False}. \function{all()} returns \constant{True} only if
1159all of the values returned by the iterator evaluate as being true.
Andrew M. Kuchling6e3a66d2006-04-07 12:46:06 +00001160(Suggested by GvR, and implemented by Raymond Hettinger.)
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001161
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00001162\item ASCII is now the default encoding for modules. It's now
1163a syntax error if a module contains string literals with 8-bit
1164characters but doesn't have an encoding declaration. In Python 2.4
1165this triggered a warning, not a syntax error. See \pep{263}
1166for how to declare a module's encoding; for example, you might add
1167a line like this near the top of the source file:
1168
1169\begin{verbatim}
1170# -*- coding: latin1 -*-
1171\end{verbatim}
1172
Andrew M. Kuchlingc9236112006-04-30 01:07:09 +00001173\item One error that Python programmers sometimes make is forgetting
1174to include an \file{__init__.py} module in a package directory.
1175Debugging this mistake can be confusing, and usually requires running
1176Python with the \programopt{-v} switch to log all the paths searched.
1177In Python 2.5, a new \exception{ImportWarning} warning is raised when
1178an import would have picked up a directory as a package but no
1179\file{__init__.py} was found. (Implemented by Thomas Wouters.)
1180
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001181\item The list of base classes in a class definition can now be empty.
1182As an example, this is now legal:
1183
1184\begin{verbatim}
1185class C():
1186 pass
1187\end{verbatim}
1188(Implemented by Brett Cannon.)
1189
Fred Drake2db76802004-12-01 05:05:47 +00001190\end{itemize}
1191
1192
1193%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001194\subsection{Interactive Interpreter Changes\label{interactive}}
Andrew M. Kuchlingda376042006-03-17 15:56:41 +00001195
1196In the interactive interpreter, \code{quit} and \code{exit}
1197have long been strings so that new users get a somewhat helpful message
1198when they try to quit:
1199
1200\begin{verbatim}
1201>>> quit
1202'Use Ctrl-D (i.e. EOF) to exit.'
1203\end{verbatim}
1204
1205In Python 2.5, \code{quit} and \code{exit} are now objects that still
1206produce string representations of themselves, but are also callable.
1207Newbies who try \code{quit()} or \code{exit()} will now exit the
1208interpreter as they expect. (Implemented by Georg Brandl.)
1209
1210
1211%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001212\subsection{Optimizations\label{opts}}
Fred Drake2db76802004-12-01 05:05:47 +00001213
Andrew M. Kuchlingc6027232006-05-23 12:44:36 +00001214Several of the optimizations were developed at the NeedForSpeed
1215sprint, an event held in Reykjavik, Iceland, from May 21--28 2006.
1216The sprint focused on speed enhancements to the CPython implementation
1217and was funded by EWT LLC with local support from CCP Games. Those
1218optimizations added at this sprint are specially marked in the
1219following list.
1220
Fred Drake2db76802004-12-01 05:05:47 +00001221\begin{itemize}
1222
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001223\item When they were introduced
1224in Python 2.4, the built-in \class{set} and \class{frozenset} types
1225were built on top of Python's dictionary type.
1226In 2.5 the internal data structure has been customized for implementing sets,
1227and as a result sets will use a third less memory and are somewhat faster.
1228(Implemented by Raymond Hettinger.)
Fred Drake2db76802004-12-01 05:05:47 +00001229
Andrew M. Kuchling1985ff72006-06-05 00:08:09 +00001230\item The speed of some Unicode operations, such as finding
1231substrings, string splitting, and character map encoding and decoding,
1232has been improved. (Substring search and splitting improvements were
Andrew M. Kuchling150faff2006-05-23 19:29:38 +00001233added by Fredrik Lundh and Andrew Dalke at the NeedForSpeed
Andrew M. Kuchling1985ff72006-06-05 00:08:09 +00001234sprint. Character maps were improved by Walter D\"orwald and
1235Martin von~L\"owis.)
1236% Patch 1313939, 1359618
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001237
Andrew M. Kuchling3cdf24b2006-05-25 00:23:03 +00001238\item The \function{long(\var{str}, \var{base})} function is now
1239faster on long digit strings because fewer intermediate results are
1240calculated. The peak is for strings of around 800--1000 digits where
1241the function is 6 times faster.
1242(Contributed by Alan McIntyre and committed at the NeedForSpeed sprint.)
1243% Patch 1442927
1244
Andrew M. Kuchling70bd1992006-05-23 19:32:35 +00001245\item The \module{struct} module now compiles structure format
1246strings into an internal representation and caches this
1247representation, yielding a 20\% speedup. (Contributed by Bob Ippolito
1248at the NeedForSpeed sprint.)
1249
Andrew M. Kuchling3b336c72006-06-07 17:03:46 +00001250\item The \module{re} module got a 1 or 2\% speedup by switching to
1251Python's allocator functions instead of the system's
1252\cfunction{malloc()} and \cfunction{free()}.
1253(Contributed by Jack Diederich at the NeedForSpeed sprint.)
1254
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001255\item The code generator's peephole optimizer now performs
1256simple constant folding in expressions. If you write something like
1257\code{a = 2+3}, the code generator will do the arithmetic and produce
1258code corresponding to \code{a = 5}.
1259
Andrew M. Kuchlingc6027232006-05-23 12:44:36 +00001260\item Function calls are now faster because code objects now keep
1261the most recently finished frame (a ``zombie frame'') in an internal
1262field of the code object, reusing it the next time the code object is
1263invoked. (Original patch by Michael Hudson, modified by Armin Rigo
1264and Richard Jones; committed at the NeedForSpeed sprint.)
1265% Patch 876206
1266
Andrew M. Kuchling150faff2006-05-23 19:29:38 +00001267Frame objects are also slightly smaller, which may improve cache locality
1268and reduce memory usage a bit. (Contributed by Neal Norwitz.)
1269% Patch 1337051
1270
Andrew M. Kuchlingdae266e2006-05-27 13:44:37 +00001271\item Python's built-in exceptions are now new-style classes, a change
1272that speeds up instantiation considerably. Exception handling in
1273Python 2.5 is therefore about 30\% faster than in 2.4.
Richard Jones87f54712006-05-27 13:50:42 +00001274(Contributed by Richard Jones, Georg Brandl and Sean Reifschneider at
1275the NeedForSpeed sprint.)
Andrew M. Kuchlingdae266e2006-05-27 13:44:37 +00001276
Andrew M. Kuchlingafe65982006-05-26 18:41:18 +00001277\item Importing now caches the paths tried, recording whether
1278they exist or not so that the interpreter makes fewer
1279\cfunction{open()} and \cfunction{stat()} calls on startup.
1280(Contributed by Martin von~L\"owis and Georg Brandl.)
1281% Patch 921466
1282
Fred Drake2db76802004-12-01 05:05:47 +00001283\end{itemize}
1284
1285The net result of the 2.5 optimizations is that Python 2.5 runs the
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +00001286pystone benchmark around XXX\% faster than Python 2.4.
Fred Drake2db76802004-12-01 05:05:47 +00001287
1288
1289%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001290\section{New, Improved, and Removed Modules\label{modules}}
Fred Drake2db76802004-12-01 05:05:47 +00001291
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +00001292The standard library received many enhancements and bug fixes in
1293Python 2.5. Here's a partial list of the most notable changes, sorted
1294alphabetically by module name. Consult the \file{Misc/NEWS} file in
1295the source tree for a more complete list of changes, or look through
1296the SVN logs for all the details.
Fred Drake2db76802004-12-01 05:05:47 +00001297
1298\begin{itemize}
1299
Andrew M. Kuchling6fc69762006-04-13 12:37:21 +00001300\item The \module{audioop} module now supports the a-LAW encoding,
1301and the code for u-LAW encoding has been improved. (Contributed by
1302Lars Immisch.)
1303
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001304\item The \module{codecs} module gained support for incremental
1305codecs. The \function{codec.lookup()} function now
1306returns a \class{CodecInfo} instance instead of a tuple.
1307\class{CodecInfo} instances behave like a 4-tuple to preserve backward
1308compatibility but also have the attributes \member{encode},
1309\member{decode}, \member{incrementalencoder}, \member{incrementaldecoder},
1310\member{streamwriter}, and \member{streamreader}. Incremental codecs
1311can receive input and produce output in multiple chunks; the output is
1312the same as if the entire input was fed to the non-incremental codec.
1313See the \module{codecs} module documentation for details.
1314(Designed and implemented by Walter D\"orwald.)
1315% Patch 1436130
1316
Andrew M. Kuchlingc7095842006-04-14 12:41:19 +00001317\item The \module{collections} module gained a new type,
1318\class{defaultdict}, that subclasses the standard \class{dict}
1319type. The new type mostly behaves like a dictionary but constructs a
1320default value when a key isn't present, automatically adding it to the
1321dictionary for the requested key value.
1322
1323The first argument to \class{defaultdict}'s constructor is a factory
1324function that gets called whenever a key is requested but not found.
1325This factory function receives no arguments, so you can use built-in
1326type constructors such as \function{list()} or \function{int()}. For
1327example,
1328you can make an index of words based on their initial letter like this:
1329
1330\begin{verbatim}
1331words = """Nel mezzo del cammin di nostra vita
1332mi ritrovai per una selva oscura
1333che la diritta via era smarrita""".lower().split()
1334
1335index = defaultdict(list)
1336
1337for w in words:
1338 init_letter = w[0]
1339 index[init_letter].append(w)
1340\end{verbatim}
1341
1342Printing \code{index} results in the following output:
1343
1344\begin{verbatim}
1345defaultdict(<type 'list'>, {'c': ['cammin', 'che'], 'e': ['era'],
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001346 'd': ['del', 'di', 'diritta'], 'm': ['mezzo', 'mi'],
1347 'l': ['la'], 'o': ['oscura'], 'n': ['nel', 'nostra'],
1348 'p': ['per'], 's': ['selva', 'smarrita'],
1349 'r': ['ritrovai'], 'u': ['una'], 'v': ['vita', 'via']}
Andrew M. Kuchlingc7095842006-04-14 12:41:19 +00001350\end{verbatim}
1351
1352The \class{deque} double-ended queue type supplied by the
1353\module{collections} module now has a \method{remove(\var{value})}
1354method that removes the first occurrence of \var{value} in the queue,
1355raising \exception{ValueError} if the value isn't found.
1356
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001357\item New module: The \module{contextlib} module contains helper functions for use
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001358with the new '\keyword{with}' statement. See
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001359section~\ref{module-contextlib} for more about this module.
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +00001360
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001361\item New module: The \module{cProfile} module is a C implementation of
Andrew M. Kuchlingc7095842006-04-14 12:41:19 +00001362the existing \module{profile} module that has much lower overhead.
1363The module's interface is the same as \module{profile}: you run
1364\code{cProfile.run('main()')} to profile a function, can save profile
1365data to a file, etc. It's not yet known if the Hotshot profiler,
1366which is also written in C but doesn't match the \module{profile}
1367module's interface, will continue to be maintained in future versions
1368of Python. (Contributed by Armin Rigo.)
1369
Andrew M. Kuchling0a7ed8c2006-04-24 14:30:47 +00001370Also, the \module{pstats} module for analyzing the data measured by
1371the profiler now supports directing the output to any file object
Andrew M. Kuchlinge78eeb12006-04-21 13:26:42 +00001372by supplying a \var{stream} argument to the \class{Stats} constructor.
1373(Contributed by Skip Montanaro.)
1374
Andrew M. Kuchling952f1962006-04-18 12:38:19 +00001375\item The \module{csv} module, which parses files in
1376comma-separated value format, received several enhancements and a
1377number of bugfixes. You can now set the maximum size in bytes of a
1378field by calling the \method{csv.field_size_limit(\var{new_limit})}
1379function; omitting the \var{new_limit} argument will return the
1380currently-set limit. The \class{reader} class now has a
1381\member{line_num} attribute that counts the number of physical lines
1382read from the source; records can span multiple physical lines, so
1383\member{line_num} is not the same as the number of records read.
1384(Contributed by Skip Montanaro and Andrew McNamara.)
1385
Andrew M. Kuchling67191312006-04-19 12:55:39 +00001386\item The \class{datetime} class in the \module{datetime}
1387module now has a \method{strptime(\var{string}, \var{format})}
1388method for parsing date strings, contributed by Josh Spoerri.
1389It uses the same format characters as \function{time.strptime()} and
1390\function{time.strftime()}:
1391
1392\begin{verbatim}
1393from datetime import datetime
1394
1395ts = datetime.strptime('10:13:15 2006-03-07',
1396 '%H:%M:%S %Y-%m-%d')
1397\end{verbatim}
1398
Andrew M. Kuchling7259d7b2006-06-14 13:59:15 +00001399\item The \method{SequenceMatcher.get_matching_blocks()} method
1400in the \module{difflib} module now guarantees to return a minimal list
1401of blocks describing matching subsequences. Previously, the algorithm would
1402occasionally break a block of matching elements into two list entries.
1403(Enhancement by Tim Peters.)
1404
Andrew M. Kuchlingb33842a2006-04-25 12:31:38 +00001405\item The \module{doctest} module gained a \code{SKIP} option that
1406keeps an example from being executed at all. This is intended for
1407code snippets that are usage examples intended for the reader and
1408aren't actually test cases.
1409
Andrew M. Kuchling2c4e4622006-06-20 12:15:09 +00001410An \var{encoding} parameter was added to the \function{testfile()}
1411function and the \class{DocFileSuite} class to specify the file's
1412encoding. This makes it easier to use non-ASCII characters in
1413tests contained within a docstring. (Contributed by Bjorn Tillenius.)
1414% Patch 1080727
1415
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001416\item The \module{fileinput} module was made more flexible.
1417Unicode filenames are now supported, and a \var{mode} parameter that
1418defaults to \code{"r"} was added to the
1419\function{input()} function to allow opening files in binary or
1420universal-newline mode. Another new parameter, \var{openhook},
1421lets you use a function other than \function{open()}
1422to open the input files. Once you're iterating over
1423the set of files, the \class{FileInput} object's new
1424\method{fileno()} returns the file descriptor for the currently opened file.
1425(Contributed by Georg Brandl.)
1426
Andrew M. Kuchlingda376042006-03-17 15:56:41 +00001427\item In the \module{gc} module, the new \function{get_count()} function
1428returns a 3-tuple containing the current collection counts for the
1429three GC generations. This is accounting information for the garbage
1430collector; when these counts reach a specified threshold, a garbage
1431collection sweep will be made. The existing \function{gc.collect()}
1432function now takes an optional \var{generation} argument of 0, 1, or 2
1433to specify which generation to collect.
1434
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001435\item The \function{nsmallest()} and
1436\function{nlargest()} functions in the \module{heapq} module
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001437now support a \code{key} keyword parameter similar to the one
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001438provided by the \function{min()}/\function{max()} functions
1439and the \method{sort()} methods. For example:
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001440
1441\begin{verbatim}
1442>>> import heapq
1443>>> L = ["short", 'medium', 'longest', 'longer still']
1444>>> heapq.nsmallest(2, L) # Return two lowest elements, lexicographically
1445['longer still', 'longest']
1446>>> heapq.nsmallest(2, L, key=len) # Return two shortest elements
1447['short', 'medium']
1448\end{verbatim}
1449
1450(Contributed by Raymond Hettinger.)
1451
Andrew M. Kuchling511a3a82005-03-20 19:52:18 +00001452\item The \function{itertools.islice()} function now accepts
1453\code{None} for the start and step arguments. This makes it more
1454compatible with the attributes of slice objects, so that you can now write
1455the following:
1456
1457\begin{verbatim}
1458s = slice(5) # Create slice object
1459itertools.islice(iterable, s.start, s.stop, s.step)
1460\end{verbatim}
1461
1462(Contributed by Raymond Hettinger.)
Andrew M. Kuchling3e41b052005-03-01 00:53:46 +00001463
Andrew M. Kuchlingd4c21772006-04-23 21:51:10 +00001464\item The \module{mailbox} module underwent a massive rewrite to add
1465the capability to modify mailboxes in addition to reading them. A new
1466set of classes that include \class{mbox}, \class{MH}, and
1467\class{Maildir} are used to read mailboxes, and have an
1468\method{add(\var{message})} method to add messages,
1469\method{remove(\var{key})} to remove messages, and
1470\method{lock()}/\method{unlock()} to lock/unlock the mailbox. The
1471following example converts a maildir-format mailbox into an mbox-format one:
1472
1473\begin{verbatim}
1474import mailbox
1475
1476# 'factory=None' uses email.Message.Message as the class representing
1477# individual messages.
1478src = mailbox.Maildir('maildir', factory=None)
1479dest = mailbox.mbox('/tmp/mbox')
1480
1481for msg in src:
1482 dest.add(msg)
1483\end{verbatim}
1484
1485(Contributed by Gregory K. Johnson. Funding was provided by Google's
14862005 Summer of Code.)
1487
Andrew M. Kuchling68494882006-05-01 16:32:49 +00001488\item New module: the \module{msilib} module allows creating
1489Microsoft Installer \file{.msi} files and CAB files. Some support
1490for reading the \file{.msi} database is also included.
1491(Contributed by Martin von~L\"owis.)
1492
Andrew M. Kuchling75ba2442006-04-14 10:29:55 +00001493\item The \module{nis} module now supports accessing domains other
1494than the system default domain by supplying a \var{domain} argument to
1495the \function{nis.match()} and \function{nis.maps()} functions.
1496(Contributed by Ben Bell.)
1497
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001498\item The \module{operator} module's \function{itemgetter()}
1499and \function{attrgetter()} functions now support multiple fields.
1500A call such as \code{operator.attrgetter('a', 'b')}
1501will return a function
1502that retrieves the \member{a} and \member{b} attributes. Combining
1503this new feature with the \method{sort()} method's \code{key} parameter
1504lets you easily sort lists using multiple fields.
Andrew M. Kuchling6e3a66d2006-04-07 12:46:06 +00001505(Contributed by Raymond Hettinger.)
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001506
Andrew M. Kuchlingd4c21772006-04-23 21:51:10 +00001507\item The \module{optparse} module was updated to version 1.5.1 of the
1508Optik library. The \class{OptionParser} class gained an
1509\member{epilog} attribute, a string that will be printed after the
1510help message, and a \method{destroy()} method to break reference
1511cycles created by the object. (Contributed by Greg Ward.)
Andrew M. Kuchling3e41b052005-03-01 00:53:46 +00001512
Andrew M. Kuchling0f1955d2006-04-13 12:09:08 +00001513\item The \module{os} module underwent several changes. The
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001514\member{stat_float_times} variable now defaults to true, meaning that
1515\function{os.stat()} will now return time values as floats. (This
1516doesn't necessarily mean that \function{os.stat()} will return times
1517that are precise to fractions of a second; not all systems support
1518such precision.)
Andrew M. Kuchling3e41b052005-03-01 00:53:46 +00001519
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001520Constants named \member{os.SEEK_SET}, \member{os.SEEK_CUR}, and
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001521\member{os.SEEK_END} have been added; these are the parameters to the
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001522\function{os.lseek()} function. Two new constants for locking are
1523\member{os.O_SHLOCK} and \member{os.O_EXLOCK}.
1524
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001525Two new functions, \function{wait3()} and \function{wait4()}, were
1526added. They're similar the \function{waitpid()} function which waits
1527for a child process to exit and returns a tuple of the process ID and
1528its exit status, but \function{wait3()} and \function{wait4()} return
1529additional information. \function{wait3()} doesn't take a process ID
1530as input, so it waits for any child process to exit and returns a
15313-tuple of \var{process-id}, \var{exit-status}, \var{resource-usage}
1532as returned from the \function{resource.getrusage()} function.
1533\function{wait4(\var{pid})} does take a process ID.
Andrew M. Kuchling6e3a66d2006-04-07 12:46:06 +00001534(Contributed by Chad J. Schroeder.)
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001535
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001536On FreeBSD, the \function{os.stat()} function now returns
1537times with nanosecond resolution, and the returned object
1538now has \member{st_gen} and \member{st_birthtime}.
1539The \member{st_flags} member is also available, if the platform supports it.
Andrew M. Kuchling6e3a66d2006-04-07 12:46:06 +00001540(Contributed by Antti Louko and Diego Petten\`o.)
1541% (Patch 1180695, 1212117)
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001542
Andrew M. Kuchlingb33842a2006-04-25 12:31:38 +00001543\item The Python debugger provided by the \module{pdb} module
1544can now store lists of commands to execute when a breakpoint is
George Yoshida3bbbc492006-04-25 14:09:58 +00001545reached and execution stops. Once breakpoint \#1 has been created,
Andrew M. Kuchlingb33842a2006-04-25 12:31:38 +00001546enter \samp{commands 1} and enter a series of commands to be executed,
1547finishing the list with \samp{end}. The command list can include
1548commands that resume execution, such as \samp{continue} or
1549\samp{next}. (Contributed by Gr\'egoire Dooms.)
1550% Patch 790710
1551
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001552\item The \module{pickle} and \module{cPickle} modules no
1553longer accept a return value of \code{None} from the
1554\method{__reduce__()} method; the method must return a tuple of
1555arguments instead. The ability to return \code{None} was deprecated
1556in Python 2.4, so this completes the removal of the feature.
1557
Andrew M. Kuchlingaa013da2006-04-29 12:10:43 +00001558\item The \module{pkgutil} module, containing various utility
1559functions for finding packages, was enhanced to support PEP 302's
1560import hooks and now also works for packages stored in ZIP-format archives.
1561(Contributed by Phillip J. Eby.)
1562
Andrew M. Kuchlingc9236112006-04-30 01:07:09 +00001563\item The pybench benchmark suite by Marc-Andr\'e~Lemburg is now
1564included in the \file{Tools/pybench} directory. The pybench suite is
1565an improvement on the commonly used \file{pystone.py} program because
1566pybench provides a more detailed measurement of the interpreter's
Andrew M. Kuchling3e134a52006-05-23 12:49:35 +00001567speed. It times particular operations such as function calls,
Andrew M. Kuchlingc9236112006-04-30 01:07:09 +00001568tuple slicing, method lookups, and numeric operations, instead of
1569performing many different operations and reducing the result to a
1570single number as \file{pystone.py} does.
1571
Andrew M. Kuchling2c4e4622006-06-20 12:15:09 +00001572\item The \module{pyexpat} module now uses version 2.0 of the Expat parser.
1573(Contributed by Trent Mick.)
1574
Andrew M. Kuchling01e3d262006-03-17 15:38:39 +00001575\item The old \module{regex} and \module{regsub} modules, which have been
1576deprecated ever since Python 2.0, have finally been deleted.
Andrew M. Kuchlingf4b06602006-03-17 15:39:52 +00001577Other deleted modules: \module{statcache}, \module{tzparse},
1578\module{whrandom}.
Andrew M. Kuchling01e3d262006-03-17 15:38:39 +00001579
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001580\item Also deleted: the \file{lib-old} directory,
Andrew M. Kuchling01e3d262006-03-17 15:38:39 +00001581which includes ancient modules such as \module{dircmp} and
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001582\module{ni}, was removed. \file{lib-old} wasn't on the default
Andrew M. Kuchling01e3d262006-03-17 15:38:39 +00001583\code{sys.path}, so unless your programs explicitly added the directory to
1584\code{sys.path}, this removal shouldn't affect your code.
1585
Andrew M. Kuchling09612282006-04-30 21:19:49 +00001586\item The \module{rlcompleter} module is no longer
1587dependent on importing the \module{readline} module and
1588therefore now works on non-{\UNIX} platforms.
1589(Patch from Robert Kiendl.)
1590% Patch #1472854
1591
Andrew M. Kuchling07cf0722006-05-31 14:12:47 +00001592\item The \module{SimpleXMLRPCServer} and \module{DocXMLRPCServer}
1593classes now have a \member{rpc_paths} attribute that constrains
1594XML-RPC operations to a limited set of URL paths; the default is
1595to allow only \code{'/'} and \code{'/RPC2'}. Setting
1596\member{rpc_paths} to \code{None} or an empty tuple disables
1597this path checking.
1598% Bug #1473048
1599
Andrew M. Kuchling4678dc82006-01-15 16:11:28 +00001600\item The \module{socket} module now supports \constant{AF_NETLINK}
1601sockets on Linux, thanks to a patch from Philippe Biondi.
1602Netlink sockets are a Linux-specific mechanism for communications
1603between a user-space process and kernel code; an introductory
1604article about them is at \url{http://www.linuxjournal.com/article/7356}.
1605In Python code, netlink addresses are represented as a tuple of 2 integers,
1606\code{(\var{pid}, \var{group_mask})}.
1607
Andrew M. Kuchling230c3e12006-05-26 14:03:41 +00001608Two new methods on socket objects, \method{recv_buf(\var{buffer})} and
1609\method{recvfrom_buf(\var{buffer})}, store the received data in an object
1610that supports the buffer protocol instead of returning the data as a
1611string. This means you can put the data directly into an array or a
1612memory-mapped file.
1613
1614Socket objects also gained \method{getfamily()}, \method{gettype()},
1615and \method{getproto()} accessor methods to retrieve the family, type,
1616and protocol values for the socket.
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001617
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001618\item New module: the \module{spwd} module provides functions for
1619accessing the shadow password database on systems that support
1620shadow passwords.
Fred Drake2db76802004-12-01 05:05:47 +00001621
Andrew M. Kuchlingc6f5c872006-05-26 14:04:19 +00001622\item The \module{struct} is now faster because it
Andrew M. Kuchling230c3e12006-05-26 14:03:41 +00001623compiles format strings into \class{Struct} objects
1624with \method{pack()} and \method{unpack()} methods. This is similar
1625to how the \module{re} module lets you create compiled regular
1626expression objects. You can still use the module-level
1627\function{pack()} and \function{unpack()} functions; they'll create
1628\class{Struct} objects and cache them. Or you can use
1629\class{Struct} instances directly:
1630
1631\begin{verbatim}
1632s = struct.Struct('ih3s')
1633
1634data = s.pack(1972, 187, 'abc')
1635year, number, name = s.unpack(data)
1636\end{verbatim}
1637
1638You can also pack and unpack data to and from buffer objects directly
1639using the \method{pack_to(\var{buffer}, \var{offset}, \var{v1},
1640\var{v2}, ...)} and \method{unpack_from(\var{buffer}, \var{offset})}
1641methods. This lets you store data directly into an array or a
1642memory-mapped file.
1643
1644(\class{Struct} objects were implemented by Bob Ippolito at the
1645NeedForSpeed sprint. Support for buffer objects was added by Martin
1646Blais, also at the NeedForSpeed sprint.)
1647
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00001648\item The Python developers switched from CVS to Subversion during the 2.5
Andrew M. Kuchling230c3e12006-05-26 14:03:41 +00001649development process. Information about the exact build version is
1650available as the \code{sys.subversion} variable, a 3-tuple of
1651\code{(\var{interpreter-name}, \var{branch-name},
1652\var{revision-range})}. For example, at the time of writing my copy
1653of 2.5 was reporting \code{('CPython', 'trunk', '45313:45315')}.
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00001654
1655This information is also available to C extensions via the
1656\cfunction{Py_GetBuildInfo()} function that returns a
1657string of build information like this:
1658\code{"trunk:45355:45356M, Apr 13 2006, 07:42:19"}.
1659(Contributed by Barry Warsaw.)
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001660
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001661\item The \class{TarFile} class in the \module{tarfile} module now has
Georg Brandl08c02db2005-07-22 18:39:19 +00001662an \method{extractall()} method that extracts all members from the
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001663archive into the current working directory. It's also possible to set
1664a different directory as the extraction target, and to unpack only a
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001665subset of the archive's members.
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001666
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001667A tarfile's compression can be autodetected by
1668using the mode \code{'r|*'}.
1669% patch 918101
1670(Contributed by Lars Gust\"abel.)
Gregory P. Smithf21a5f72005-08-21 18:45:59 +00001671
Andrew M. Kuchling317af102006-06-13 16:41:41 +00001672\item The \module{threading} module now lets you set the stack size
1673used when new threads are created. The
1674\function{stack_size(\optional{\var{size}})} function returns the
1675currently configured stack size, and supplying the optional \var{size}
1676parameter sets a new value. Not all platforms support changing the
1677stack size, but Windows, POSIX threading, and OS/2 all do.
1678(Contributed by Andrew MacIntyre.)
1679% Patch 1454481
1680
Andrew M. Kuchlingf688cc52006-03-10 18:50:08 +00001681\item The \module{unicodedata} module has been updated to use version 4.1.0
1682of the Unicode character database. Version 3.2.0 is required
1683by some specifications, so it's still available as
George Yoshidaa2d6c8a2006-05-27 17:09:17 +00001684\member{unicodedata.ucd_3_2_0}.
Andrew M. Kuchlingf688cc52006-03-10 18:50:08 +00001685
Andrew M. Kuchlingaabc5f62006-06-13 11:57:04 +00001686\item New module: the \module{uuid} module generates
1687universally unique identifiers (UUIDs) according to \rfc{4122}. The
1688RFC defines several different UUID versions that are generated from a
1689starting string, from system properties, or purely randomly. This
1690module contains a \class{UUID} class and
1691functions named \function{uuid1()},
1692\function{uuid3()}, \function{uuid4()}, and
1693\function{uuid5()} to generate different versions of UUID. (Version 2 UUIDs
1694are not specified in \rfc{4122} and are not supported by this module.)
1695
1696\begin{verbatim}
1697>>> import uuid
1698>>> # make a UUID based on the host ID and current time
1699>>> uuid.uuid1()
1700UUID('a8098c1a-f86e-11da-bd1a-00112444be1e')
1701
1702>>> # make a UUID using an MD5 hash of a namespace UUID and a name
1703>>> uuid.uuid3(uuid.NAMESPACE_DNS, 'python.org')
1704UUID('6fa459ea-ee8a-3ca4-894e-db77e160355e')
1705
1706>>> # make a random UUID
1707>>> uuid.uuid4()
1708UUID('16fd2706-8baf-433b-82eb-8c7fada847da')
1709
1710>>> # make a UUID using a SHA-1 hash of a namespace UUID and a name
1711>>> uuid.uuid5(uuid.NAMESPACE_DNS, 'python.org')
1712UUID('886313e1-3b8a-5372-9b90-0c9aee199e5d')
1713\end{verbatim}
1714
1715(Contributed by Ka-Ping Yee.)
1716
Andrew M. Kuchling2c4e4622006-06-20 12:15:09 +00001717\item The \module{weakref} module's \class{WeakKeyDictionary} and
1718\class{WeakValueDictionary} types gained new methods for iterating
1719over the weak references contained in the dictionary.
1720\method{iterkeyrefs()} and \method{keyrefs()} methods were
1721added to \class{WeakKeyDictionary}, and
1722\method{itervaluerefs()} and \method{valuerefs()} were added to
1723\class{WeakValueDictionary}. (Contributed by Fred L.~Drake, Jr.)
1724
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001725\item The \module{webbrowser} module received a number of
1726enhancements.
1727It's now usable as a script with \code{python -m webbrowser}, taking a
1728URL as the argument; there are a number of switches
1729to control the behaviour (\programopt{-n} for a new browser window,
1730\programopt{-t} for a new tab). New module-level functions,
1731\function{open_new()} and \function{open_new_tab()}, were added
1732to support this. The module's \function{open()} function supports an
1733additional feature, an \var{autoraise} parameter that signals whether
1734to raise the open window when possible. A number of additional
1735browsers were added to the supported list such as Firefox, Opera,
1736Konqueror, and elinks. (Contributed by Oleg Broytmann and George
1737Brandl.)
1738% Patch #754022
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001739
Fredrik Lundh7e0aef02005-12-12 18:54:55 +00001740
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001741\item The \module{xmlrpclib} module now supports returning
1742 \class{datetime} objects for the XML-RPC date type. Supply
1743 \code{use_datetime=True} to the \function{loads()} function
1744 or the \class{Unmarshaller} class to enable this feature.
Andrew M. Kuchling6e3a66d2006-04-07 12:46:06 +00001745 (Contributed by Skip Montanaro.)
1746% Patch 1120353
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001747
Andrew M. Kuchling2c4e4622006-06-20 12:15:09 +00001748\item The \module{zipfile} module now supports the ZIP64 version of the
Andrew M. Kuchling5ab504e2006-06-20 12:19:54 +00001749format, meaning that a .zip archive can now be larger than 4~GiB and
1750can contain individual files larger than 4~GiB. (Contributed by
Andrew M. Kuchling2c4e4622006-06-20 12:15:09 +00001751Ronald Oussoren.)
1752% Patch 1446489
1753
Andrew M. Kuchlingd779b352006-05-16 16:11:54 +00001754\item The \module{zlib} module's \class{Compress} and \class{Decompress}
1755objects now support a \method{copy()} method that makes a copy of the
1756object's internal state and returns a new
1757\class{Compress} or \class{Decompress} object.
1758(Contributed by Chris AtLee.)
1759% Patch 1435422
Gregory P. Smithf21a5f72005-08-21 18:45:59 +00001760
Fred Drake114b8ca2005-03-21 05:47:11 +00001761\end{itemize}
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001762
Fred Drake2db76802004-12-01 05:05:47 +00001763
1764
1765%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001766\subsection{The ctypes package\label{module-ctypes}}
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001767
1768The \module{ctypes} package, written by Thomas Heller, has been added
1769to the standard library. \module{ctypes} lets you call arbitrary functions
Andrew M. Kuchling28c5f1f2006-04-13 02:04:42 +00001770in shared libraries or DLLs. Long-time users may remember the \module{dl} module, which
1771provides functions for loading shared libraries and calling functions in them. The \module{ctypes} package is much fancier.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001772
Andrew M. Kuchling28c5f1f2006-04-13 02:04:42 +00001773To load a shared library or DLL, you must create an instance of the
1774\class{CDLL} class and provide the name or path of the shared library
1775or DLL. Once that's done, you can call arbitrary functions
1776by accessing them as attributes of the \class{CDLL} object.
1777
1778\begin{verbatim}
1779import ctypes
1780
1781libc = ctypes.CDLL('libc.so.6')
1782result = libc.printf("Line of output\n")
1783\end{verbatim}
1784
1785Type constructors for the various C types are provided: \function{c_int},
1786\function{c_float}, \function{c_double}, \function{c_char_p} (equivalent to \ctype{char *}), and so forth. Unlike Python's types, the C versions are all mutable; you can assign to their \member{value} attribute
1787to change the wrapped value. Python integers and strings will be automatically
1788converted to the corresponding C types, but for other types you
1789must call the correct type constructor. (And I mean \emph{must};
1790getting it wrong will often result in the interpreter crashing
1791with a segmentation fault.)
1792
1793You shouldn't use \function{c_char_p} with a Python string when the C function will be modifying the memory area, because Python strings are
1794supposed to be immutable; breaking this rule will cause puzzling bugs. When you need a modifiable memory area,
Neal Norwitz5f5a69b2006-04-13 03:41:04 +00001795use \function{create_string_buffer()}:
Andrew M. Kuchling28c5f1f2006-04-13 02:04:42 +00001796
1797\begin{verbatim}
1798s = "this is a string"
1799buf = ctypes.create_string_buffer(s)
1800libc.strfry(buf)
1801\end{verbatim}
1802
1803C functions are assumed to return integers, but you can set
1804the \member{restype} attribute of the function object to
1805change this:
1806
1807\begin{verbatim}
1808>>> libc.atof('2.71828')
1809-1783957616
1810>>> libc.atof.restype = ctypes.c_double
1811>>> libc.atof('2.71828')
18122.71828
1813\end{verbatim}
1814
1815\module{ctypes} also provides a wrapper for Python's C API
1816as the \code{ctypes.pythonapi} object. This object does \emph{not}
1817release the global interpreter lock before calling a function, because the lock must be held when calling into the interpreter's code.
1818There's a \class{py_object()} type constructor that will create a
1819\ctype{PyObject *} pointer. A simple usage:
1820
1821\begin{verbatim}
1822import ctypes
1823
1824d = {}
1825ctypes.pythonapi.PyObject_SetItem(ctypes.py_object(d),
1826 ctypes.py_object("abc"), ctypes.py_object(1))
1827# d is now {'abc', 1}.
1828\end{verbatim}
1829
1830Don't forget to use \class{py_object()}; if it's omitted you end
1831up with a segmentation fault.
1832
1833\module{ctypes} has been around for a while, but people still write
1834and distribution hand-coded extension modules because you can't rely on \module{ctypes} being present.
1835Perhaps developers will begin to write
1836Python wrappers atop a library accessed through \module{ctypes} instead
1837of extension modules, now that \module{ctypes} is included with core Python.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001838
Andrew M. Kuchling28c5f1f2006-04-13 02:04:42 +00001839\begin{seealso}
1840
1841\seeurl{http://starship.python.net/crew/theller/ctypes/}
1842{The ctypes web page, with a tutorial, reference, and FAQ.}
1843
1844\end{seealso}
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001845
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00001846
1847%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001848\subsection{The ElementTree package\label{module-etree}}
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001849
1850A subset of Fredrik Lundh's ElementTree library for processing XML has
Andrew M. Kuchlinge3c958c2006-05-01 12:45:02 +00001851been added to the standard library as \module{xml.etree}. The
Georg Brandlce27a062006-04-11 06:27:12 +00001852available modules are
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001853\module{ElementTree}, \module{ElementPath}, and
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +00001854\module{ElementInclude} from ElementTree 1.2.6.
1855The \module{cElementTree} accelerator module is also included.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001856
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001857The rest of this section will provide a brief overview of using
1858ElementTree. Full documentation for ElementTree is available at
1859\url{http://effbot.org/zone/element-index.htm}.
1860
1861ElementTree represents an XML document as a tree of element nodes.
1862The text content of the document is stored as the \member{.text}
1863and \member{.tail} attributes of
1864(This is one of the major differences between ElementTree and
1865the Document Object Model; in the DOM there are many different
1866types of node, including \class{TextNode}.)
1867
1868The most commonly used parsing function is \function{parse()}, that
1869takes either a string (assumed to contain a filename) or a file-like
1870object and returns an \class{ElementTree} instance:
1871
1872\begin{verbatim}
Andrew M. Kuchlinge3c958c2006-05-01 12:45:02 +00001873from xml.etree import ElementTree as ET
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001874
1875tree = ET.parse('ex-1.xml')
1876
1877feed = urllib.urlopen(
1878 'http://planet.python.org/rss10.xml')
1879tree = ET.parse(feed)
1880\end{verbatim}
1881
1882Once you have an \class{ElementTree} instance, you
1883can call its \method{getroot()} method to get the root \class{Element} node.
1884
1885There's also an \function{XML()} function that takes a string literal
1886and returns an \class{Element} node (not an \class{ElementTree}).
1887This function provides a tidy way to incorporate XML fragments,
1888approaching the convenience of an XML literal:
1889
1890\begin{verbatim}
Andrew M. Kuchlinge3c958c2006-05-01 12:45:02 +00001891svg = ET.XML("""<svg width="10px" version="1.0">
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001892 </svg>""")
1893svg.set('height', '320px')
1894svg.append(elem1)
1895\end{verbatim}
1896
1897Each XML element supports some dictionary-like and some list-like
Andrew M. Kuchling075e0232006-04-11 13:14:56 +00001898access methods. Dictionary-like operations are used to access attribute
1899values, and list-like operations are used to access child nodes.
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001900
Andrew M. Kuchling075e0232006-04-11 13:14:56 +00001901\begin{tableii}{c|l}{code}{Operation}{Result}
1902 \lineii{elem[n]}{Returns n'th child element.}
1903 \lineii{elem[m:n]}{Returns list of m'th through n'th child elements.}
1904 \lineii{len(elem)}{Returns number of child elements.}
Andrew M. Kuchlinge3c958c2006-05-01 12:45:02 +00001905 \lineii{list(elem)}{Returns list of child elements.}
Andrew M. Kuchling075e0232006-04-11 13:14:56 +00001906 \lineii{elem.append(elem2)}{Adds \var{elem2} as a child.}
1907 \lineii{elem.insert(index, elem2)}{Inserts \var{elem2} at the specified location.}
1908 \lineii{del elem[n]}{Deletes n'th child element.}
1909 \lineii{elem.keys()}{Returns list of attribute names.}
1910 \lineii{elem.get(name)}{Returns value of attribute \var{name}.}
1911 \lineii{elem.set(name, value)}{Sets new value for attribute \var{name}.}
1912 \lineii{elem.attrib}{Retrieves the dictionary containing attributes.}
1913 \lineii{del elem.attrib[name]}{Deletes attribute \var{name}.}
1914\end{tableii}
1915
1916Comments and processing instructions are also represented as
1917\class{Element} nodes. To check if a node is a comment or processing
1918instructions:
1919
1920\begin{verbatim}
1921if elem.tag is ET.Comment:
1922 ...
1923elif elem.tag is ET.ProcessingInstruction:
1924 ...
1925\end{verbatim}
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001926
1927To generate XML output, you should call the
1928\method{ElementTree.write()} method. Like \function{parse()},
1929it can take either a string or a file-like object:
1930
1931\begin{verbatim}
1932# Encoding is US-ASCII
1933tree.write('output.xml')
1934
1935# Encoding is UTF-8
1936f = open('output.xml', 'w')
Andrew M. Kuchlinga8837012006-05-02 11:30:03 +00001937tree.write(f, encoding='utf-8')
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001938\end{verbatim}
1939
Andrew M. Kuchlinga8837012006-05-02 11:30:03 +00001940(Caution: the default encoding used for output is ASCII. For general
1941XML work, where an element's name may contain arbitrary Unicode
1942characters, ASCII isn't a very useful encoding because it will raise
1943an exception if an element's name contains any characters with values
1944greater than 127. Therefore, it's best to specify a different
1945encoding such as UTF-8 that can handle any Unicode character.)
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001946
Andrew M. Kuchling075e0232006-04-11 13:14:56 +00001947This section is only a partial description of the ElementTree interfaces.
1948Please read the package's official documentation for more details.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001949
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001950\begin{seealso}
1951
1952\seeurl{http://effbot.org/zone/element-index.htm}
1953{Official documentation for ElementTree.}
1954
1955
1956\end{seealso}
1957
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001958
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00001959%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001960\subsection{The hashlib package\label{module-hashlib}}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001961
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00001962A new \module{hashlib} module, written by Gregory P. Smith,
1963has been added to replace the
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001964\module{md5} and \module{sha} modules. \module{hashlib} adds support
1965for additional secure hashes (SHA-224, SHA-256, SHA-384, and SHA-512).
1966When available, the module uses OpenSSL for fast platform optimized
1967implementations of algorithms.
1968
1969The old \module{md5} and \module{sha} modules still exist as wrappers
1970around hashlib to preserve backwards compatibility. The new module's
1971interface is very close to that of the old modules, but not identical.
1972The most significant difference is that the constructor functions
1973for creating new hashing objects are named differently.
1974
1975\begin{verbatim}
1976# Old versions
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001977h = md5.md5()
1978h = md5.new()
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001979
1980# New version
1981h = hashlib.md5()
1982
1983# Old versions
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001984h = sha.sha()
1985h = sha.new()
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001986
1987# New version
1988h = hashlib.sha1()
1989
1990# Hash that weren't previously available
1991h = hashlib.sha224()
1992h = hashlib.sha256()
1993h = hashlib.sha384()
1994h = hashlib.sha512()
1995
1996# Alternative form
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001997h = hashlib.new('md5') # Provide algorithm as a string
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001998\end{verbatim}
1999
2000Once a hash object has been created, its methods are the same as before:
2001\method{update(\var{string})} hashes the specified string into the
2002current digest state, \method{digest()} and \method{hexdigest()}
2003return the digest value as a binary string or a string of hex digits,
2004and \method{copy()} returns a new hashing object with the same digest state.
2005
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00002006
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00002007%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00002008\subsection{The sqlite3 package\label{module-sqlite}}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00002009
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00002010The pysqlite module (\url{http://www.pysqlite.org}), a wrapper for the
2011SQLite embedded database, has been added to the standard library under
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00002012the package name \module{sqlite3}.
2013
2014SQLite is a C library that provides a SQL-language database that
2015stores data in disk files without requiring a separate server process.
2016pysqlite was written by Gerhard H\"aring and provides a SQL interface
2017compliant with the DB-API 2.0 specification described by
2018\pep{249}. This means that it should be possible to write the first
2019version of your applications using SQLite for data storage. If
2020switching to a larger database such as PostgreSQL or Oracle is
2021later necessary, the switch should be relatively easy.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00002022
2023If you're compiling the Python source yourself, note that the source
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00002024tree doesn't include the SQLite code, only the wrapper module.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00002025You'll need to have the SQLite libraries and headers installed before
2026compiling Python, and the build process will compile the module when
2027the necessary headers are available.
2028
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00002029To use the module, you must first create a \class{Connection} object
2030that represents the database. Here the data will be stored in the
2031\file{/tmp/example} file:
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00002032
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00002033\begin{verbatim}
2034conn = sqlite3.connect('/tmp/example')
2035\end{verbatim}
2036
2037You can also supply the special name \samp{:memory:} to create
2038a database in RAM.
2039
2040Once you have a \class{Connection}, you can create a \class{Cursor}
2041object and call its \method{execute()} method to perform SQL commands:
2042
2043\begin{verbatim}
2044c = conn.cursor()
2045
2046# Create table
2047c.execute('''create table stocks
2048(date timestamp, trans varchar, symbol varchar,
2049 qty decimal, price decimal)''')
2050
2051# Insert a row of data
2052c.execute("""insert into stocks
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00002053 values ('2006-01-05','BUY','RHAT',100,35.14)""")
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00002054\end{verbatim}
2055
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00002056Usually your SQL operations will need to use values from Python
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00002057variables. You shouldn't assemble your query using Python's string
2058operations because doing so is insecure; it makes your program
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00002059vulnerable to an SQL injection attack.
2060
Andrew M. Kuchling1271f002006-06-07 17:02:52 +00002061Instead, use the DB-API's parameter substitution. Put \samp{?} as a
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00002062placeholder wherever you want to use a value, and then provide a tuple
2063of values as the second argument to the cursor's \method{execute()}
Andrew M. Kuchling1271f002006-06-07 17:02:52 +00002064method. (Other database modules may use a different placeholder,
Andrew M. Kuchling3b336c72006-06-07 17:03:46 +00002065such as \samp{\%s} or \samp{:1}.) For example:
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00002066
2067\begin{verbatim}
2068# Never do this -- insecure!
2069symbol = 'IBM'
2070c.execute("... where symbol = '%s'" % symbol)
2071
2072# Do this instead
2073t = (symbol,)
Andrew M. Kuchling7e5abb92006-04-26 12:21:06 +00002074c.execute('select * from stocks where symbol=?', t)
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00002075
2076# Larger example
2077for t in (('2006-03-28', 'BUY', 'IBM', 1000, 45.00),
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00002078 ('2006-04-05', 'BUY', 'MSOFT', 1000, 72.00),
2079 ('2006-04-06', 'SELL', 'IBM', 500, 53.00),
2080 ):
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00002081 c.execute('insert into stocks values (?,?,?,?,?)', t)
2082\end{verbatim}
2083
2084To retrieve data after executing a SELECT statement, you can either
2085treat the cursor as an iterator, call the cursor's \method{fetchone()}
2086method to retrieve a single matching row,
2087or call \method{fetchall()} to get a list of the matching rows.
2088
2089This example uses the iterator form:
2090
2091\begin{verbatim}
2092>>> c = conn.cursor()
2093>>> c.execute('select * from stocks order by price')
2094>>> for row in c:
2095... print row
2096...
2097(u'2006-01-05', u'BUY', u'RHAT', 100, 35.140000000000001)
2098(u'2006-03-28', u'BUY', u'IBM', 1000, 45.0)
2099(u'2006-04-06', u'SELL', u'IBM', 500, 53.0)
2100(u'2006-04-05', u'BUY', u'MSOFT', 1000, 72.0)
2101>>>
2102\end{verbatim}
2103
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00002104For more information about the SQL dialect supported by SQLite, see
2105\url{http://www.sqlite.org}.
2106
2107\begin{seealso}
2108
2109\seeurl{http://www.pysqlite.org}
2110{The pysqlite web page.}
2111
2112\seeurl{http://www.sqlite.org}
2113{The SQLite web page; the documentation describes the syntax and the
2114available data types for the supported SQL dialect.}
2115
2116\seepep{249}{Database API Specification 2.0}{PEP written by
2117Marc-Andr\'e Lemburg.}
2118
2119\end{seealso}
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00002120
Fred Drake2db76802004-12-01 05:05:47 +00002121
Andrew M. Kuchlinga04d1182006-06-09 19:03:16 +00002122%======================================================================
Andrew M. Kuchlingf6856ce2006-06-20 11:52:16 +00002123\subsection{The wsgiref package\label{module-wsgiref}}
Andrew M. Kuchlinga04d1182006-06-09 19:03:16 +00002124
Andrew M. Kuchlingb3f29852006-06-09 19:56:05 +00002125% XXX should this be in a PEP 333 section instead?
Andrew M. Kuchlingb3f29852006-06-09 19:56:05 +00002126
2127The Web Server Gateway Interface (WSGI) v1.0 defines a standard
2128interface between web servers and Python web applications and is
2129described in \pep{333}. The \module{wsgiref} package is a reference
2130implementation of the WSGI specification.
2131
2132The package includes a basic HTTP server that will run a WSGI
2133application; this server is useful for debugging but isn't intended for
Andrew M. Kuchlingf6856ce2006-06-20 11:52:16 +00002134production use. Setting up a server takes only a few lines of code:
Andrew M. Kuchlingb3f29852006-06-09 19:56:05 +00002135
2136\begin{verbatim}
2137from wsgiref import simple_server
2138
2139wsgi_app = ...
2140
2141host = ''
2142port = 8000
2143httpd = make_server(host, port, wsgi_app)
2144httpd.serve_forever()
2145\end{verbatim}
2146
Andrew M. Kuchlingf6856ce2006-06-20 11:52:16 +00002147% XXX discuss structure of WSGI applications?
2148% XXX provide an example using Django or some other framework?
Andrew M. Kuchlingb3f29852006-06-09 19:56:05 +00002149
2150\begin{seealso}
2151
Andrew M. Kuchlingf6856ce2006-06-20 11:52:16 +00002152\seeurl{http://www.wsgi.org}{A central web site for WSGI-related resources.}
2153
Andrew M. Kuchlingb3f29852006-06-09 19:56:05 +00002154\seepep{333}{Python Web Server Gateway Interface v1.0}{PEP written by
2155Phillip J. Eby.}
2156
2157\end{seealso}
2158
2159
Fred Drake2db76802004-12-01 05:05:47 +00002160% ======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00002161\section{Build and C API Changes\label{build-api}}
Fred Drake2db76802004-12-01 05:05:47 +00002162
2163Changes to Python's build process and to the C API include:
2164
2165\begin{itemize}
2166
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +00002167\item The largest change to the C API came from \pep{353},
2168which modifies the interpreter to use a \ctype{Py_ssize_t} type
2169definition instead of \ctype{int}. See the earlier
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +00002170section~\ref{pep-353} for a discussion of this change.
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +00002171
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00002172\item The design of the bytecode compiler has changed a great deal, to
2173no longer generate bytecode by traversing the parse tree. Instead
Andrew M. Kuchlingdb85ed52005-10-23 21:52:59 +00002174the parse tree is converted to an abstract syntax tree (or AST), and it is
2175the abstract syntax tree that's traversed to produce the bytecode.
2176
Andrew M. Kuchling4e861952006-04-12 12:16:31 +00002177It's possible for Python code to obtain AST objects by using the
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00002178\function{compile()} built-in and specifying \code{_ast.PyCF_ONLY_AST}
2179as the value of the
Andrew M. Kuchling4e861952006-04-12 12:16:31 +00002180\var{flags} parameter:
2181
2182\begin{verbatim}
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00002183from _ast import PyCF_ONLY_AST
Andrew M. Kuchling4e861952006-04-12 12:16:31 +00002184ast = compile("""a=0
2185for i in range(10):
2186 a += i
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00002187""", "<string>", 'exec', PyCF_ONLY_AST)
Andrew M. Kuchling4e861952006-04-12 12:16:31 +00002188
2189assignment = ast.body[0]
2190for_loop = ast.body[1]
2191\end{verbatim}
2192
Andrew M. Kuchlingdb85ed52005-10-23 21:52:59 +00002193No documentation has been written for the AST code yet. To start
2194learning about it, read the definition of the various AST nodes in
2195\file{Parser/Python.asdl}. A Python script reads this file and
2196generates a set of C structure definitions in
2197\file{Include/Python-ast.h}. The \cfunction{PyParser_ASTFromString()}
2198and \cfunction{PyParser_ASTFromFile()}, defined in
2199\file{Include/pythonrun.h}, take Python source as input and return the
2200root of an AST representing the contents. This AST can then be turned
2201into a code object by \cfunction{PyAST_Compile()}. For more
2202information, read the source code, and then ask questions on
2203python-dev.
2204
2205% List of names taken from Jeremy's python-dev post at
2206% http://mail.python.org/pipermail/python-dev/2005-October/057500.html
2207The AST code was developed under Jeremy Hylton's management, and
2208implemented by (in alphabetical order) Brett Cannon, Nick Coghlan,
2209Grant Edwards, John Ehresman, Kurt Kaiser, Neal Norwitz, Tim Peters,
2210Armin Rigo, and Neil Schemenauer, plus the participants in a number of
2211AST sprints at conferences such as PyCon.
2212
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00002213\item The built-in set types now have an official C API. Call
2214\cfunction{PySet_New()} and \cfunction{PyFrozenSet_New()} to create a
2215new set, \cfunction{PySet_Add()} and \cfunction{PySet_Discard()} to
2216add and remove elements, and \cfunction{PySet_Contains} and
2217\cfunction{PySet_Size} to examine the set's state.
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00002218(Contributed by Raymond Hettinger.)
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00002219
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00002220\item C code can now obtain information about the exact revision
2221of the Python interpreter by calling the
2222\cfunction{Py_GetBuildInfo()} function that returns a
2223string of build information like this:
2224\code{"trunk:45355:45356M, Apr 13 2006, 07:42:19"}.
2225(Contributed by Barry Warsaw.)
2226
Andrew M. Kuchlingb98d65c2006-05-27 11:26:33 +00002227\item Two new macros can be used to indicate C functions that are
2228local to the current file so that a faster calling convention can be
2229used. \cfunction{Py_LOCAL(\var{type})} declares the function as
2230returning a value of the specified \var{type} and uses a fast-calling
2231qualifier. \cfunction{Py_LOCAL_INLINE(\var{type})} does the same thing
2232and also requests the function be inlined. If
2233\cfunction{PY_LOCAL_AGGRESSIVE} is defined before \file{python.h} is
2234included, a set of more aggressive optimizations are enabled for the
2235module; you should benchmark the results to find out if these
2236optimizations actually make the code faster. (Contributed by Fredrik
2237Lundh at the NeedForSpeed sprint.)
2238
Andrew M. Kuchlingc6027232006-05-23 12:44:36 +00002239\item \cfunction{PyErr_NewException(\var{name}, \var{base},
2240\var{dict})} can now accept a tuple of base classes as its \var{base}
2241argument. (Contributed by Georg Brandl.)
2242
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00002243\item The CPython interpreter is still written in C, but
2244the code can now be compiled with a {\Cpp} compiler without errors.
2245(Implemented by Anthony Baxter, Martin von~L\"owis, Skip Montanaro.)
2246
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00002247\item The \cfunction{PyRange_New()} function was removed. It was
2248never documented, never used in the core code, and had dangerously lax
2249error checking.
Fred Drake2db76802004-12-01 05:05:47 +00002250
2251\end{itemize}
2252
2253
2254%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00002255\subsection{Port-Specific Changes\label{ports}}
Fred Drake2db76802004-12-01 05:05:47 +00002256
Andrew M. Kuchling6fc69762006-04-13 12:37:21 +00002257\begin{itemize}
2258
2259\item MacOS X (10.3 and higher): dynamic loading of modules
2260now uses the \cfunction{dlopen()} function instead of MacOS-specific
2261functions.
2262
Andrew M. Kuchlingb37bcb52006-04-29 11:53:15 +00002263\item MacOS X: a \longprogramopt{enable-universalsdk} switch was added
2264to the \program{configure} script that compiles the interpreter as a
2265universal binary able to run on both PowerPC and Intel processors.
2266(Contributed by Ronald Oussoren.)
2267
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00002268\item Windows: \file{.dll} is no longer supported as a filename extension for
2269extension modules. \file{.pyd} is now the only filename extension that will
2270be searched for.
2271
Andrew M. Kuchling6fc69762006-04-13 12:37:21 +00002272\end{itemize}
Fred Drake2db76802004-12-01 05:05:47 +00002273
2274
2275%======================================================================
2276\section{Other Changes and Fixes \label{section-other}}
2277
2278As usual, there were a bunch of other improvements and bugfixes
Andrew M. Kuchlingf688cc52006-03-10 18:50:08 +00002279scattered throughout the source tree. A search through the SVN change
Fred Drake2db76802004-12-01 05:05:47 +00002280logs finds there were XXX patches applied and YYY bugs fixed between
Andrew M. Kuchling92e24952004-12-03 13:54:09 +00002281Python 2.4 and 2.5. Both figures are likely to be underestimates.
Fred Drake2db76802004-12-01 05:05:47 +00002282
2283Some of the more notable changes are:
2284
2285\begin{itemize}
2286
Andrew M. Kuchling01e3d262006-03-17 15:38:39 +00002287\item Evan Jones's patch to obmalloc, first described in a talk
2288at PyCon DC 2005, was applied. Python 2.4 allocated small objects in
2289256K-sized arenas, but never freed arenas. With this patch, Python
2290will free arenas when they're empty. The net effect is that on some
2291platforms, when you allocate many objects, Python's memory usage may
2292actually drop when you delete them, and the memory may be returned to
2293the operating system. (Implemented by Evan Jones, and reworked by Tim
2294Peters.)
Fred Drake2db76802004-12-01 05:05:47 +00002295
Andrew M. Kuchlingf7c62902006-04-12 12:27:50 +00002296Note that this change means extension modules need to be more careful
Andrew M. Kuchling0f1955d2006-04-13 12:09:08 +00002297with how they allocate memory. Python's API has many different
Andrew M. Kuchlingf7c62902006-04-12 12:27:50 +00002298functions for allocating memory that are grouped into families. For
2299example, \cfunction{PyMem_Malloc()}, \cfunction{PyMem_Realloc()}, and
2300\cfunction{PyMem_Free()} are one family that allocates raw memory,
2301while \cfunction{PyObject_Malloc()}, \cfunction{PyObject_Realloc()},
2302and \cfunction{PyObject_Free()} are another family that's supposed to
2303be used for creating Python objects.
2304
2305Previously these different families all reduced to the platform's
2306\cfunction{malloc()} and \cfunction{free()} functions. This meant
2307it didn't matter if you got things wrong and allocated memory with the
2308\cfunction{PyMem} function but freed it with the \cfunction{PyObject}
2309function. With the obmalloc change, these families now do different
2310things, and mismatches will probably result in a segfault. You should
2311carefully test your C extension modules with Python 2.5.
2312
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00002313\item Coverity, a company that markets a source code analysis tool
2314 called Prevent, provided the results of their examination of the Python
Andrew M. Kuchling0f1955d2006-04-13 12:09:08 +00002315 source code. The analysis found about 60 bugs that
2316 were quickly fixed. Many of the bugs were refcounting problems, often
2317 occurring in error-handling code. See
2318 \url{http://scan.coverity.com} for the statistics.
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00002319
Fred Drake2db76802004-12-01 05:05:47 +00002320\end{itemize}
2321
2322
2323%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00002324\section{Porting to Python 2.5\label{porting}}
Fred Drake2db76802004-12-01 05:05:47 +00002325
2326This section lists previously described changes that may require
2327changes to your code:
2328
2329\begin{itemize}
2330
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00002331\item ASCII is now the default encoding for modules. It's now
2332a syntax error if a module contains string literals with 8-bit
2333characters but doesn't have an encoding declaration. In Python 2.4
2334this triggered a warning, not a syntax error.
2335
Andrew M. Kuchling3b4fb042006-04-13 12:49:39 +00002336\item Previously, the \member{gi_frame} attribute of a generator
2337was always a frame object. Because of the \pep{342} changes
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +00002338described in section~\ref{pep-342}, it's now possible
Andrew M. Kuchling3b4fb042006-04-13 12:49:39 +00002339for \member{gi_frame} to be \code{None}.
2340
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00002341
2342\item Library: The \module{pickle} and \module{cPickle} modules no
2343longer accept a return value of \code{None} from the
2344\method{__reduce__()} method; the method must return a tuple of
2345arguments instead. The modules also no longer accept the deprecated
2346\var{bin} keyword parameter.
2347
Andrew M. Kuchling07cf0722006-05-31 14:12:47 +00002348\item Library: The \module{SimpleXMLRPCServer} and \module{DocXMLRPCServer}
2349classes now have a \member{rpc_paths} attribute that constrains
2350XML-RPC operations to a limited set of URL paths; the default is
2351to allow only \code{'/'} and \code{'/RPC2'}. Setting
2352\member{rpc_paths} to \code{None} or an empty tuple disables
2353this path checking.
2354
Andrew M. Kuchlingf7c62902006-04-12 12:27:50 +00002355\item C API: Many functions now use \ctype{Py_ssize_t}
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00002356instead of \ctype{int} to allow processing more data on 64-bit
2357machines. Extension code may need to make the same change to avoid
2358warnings and to support 64-bit machines. See the earlier
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +00002359section~\ref{pep-353} for a discussion of this change.
Andrew M. Kuchlingf7c62902006-04-12 12:27:50 +00002360
2361\item C API:
2362The obmalloc changes mean that
2363you must be careful to not mix usage
2364of the \cfunction{PyMem_*()} and \cfunction{PyObject_*()}
2365families of functions. Memory allocated with
2366one family's \cfunction{*_Malloc()} must be
2367freed with the corresponding family's \cfunction{*_Free()} function.
2368
Fred Drake2db76802004-12-01 05:05:47 +00002369\end{itemize}
2370
2371
2372%======================================================================
2373\section{Acknowledgements \label{acks}}
2374
2375The author would like to thank the following people for offering
2376suggestions, corrections and assistance with various drafts of this
Andrew M. Kuchlinge3c958c2006-05-01 12:45:02 +00002377article: Phillip J. Eby, Kent Johnson, Martin von~L\"owis, Fredrik Lundh,
Andrew M. Kuchling356af462006-05-10 17:19:04 +00002378Gustavo Niemeyer, James Pryor, Mike Rovner, Scott Weikart, Thomas Wouters.
Fred Drake2db76802004-12-01 05:05:47 +00002379
2380\end{document}