blob: 5bee789c4ea649a2697978998d329416229ab4b7 [file] [log] [blame]
Fred Drake2db76802004-12-01 05:05:47 +00001\documentclass{howto}
2\usepackage{distutils}
3% $Id$
4
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00005% Fix XXX comments
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00006% Count up the patches and bugs
Fred Drake2db76802004-12-01 05:05:47 +00007
8\title{What's New in Python 2.5}
Andrew M. Kuchling99714cf2006-04-27 12:23:07 +00009\release{0.2}
Andrew M. Kuchling92e24952004-12-03 13:54:09 +000010\author{A.M. Kuchling}
11\authoraddress{\email{amk@amk.ca}}
Fred Drake2db76802004-12-01 05:05:47 +000012
13\begin{document}
14\maketitle
15\tableofcontents
16
17This article explains the new features in Python 2.5. No release date
Andrew M. Kuchling5eefdca2006-02-08 11:36:09 +000018for Python 2.5 has been set; it will probably be released in the
Andrew M. Kuchlingd96a6ac2006-04-04 19:17:34 +000019autumn of 2006. \pep{356} describes the planned release schedule.
Fred Drake2db76802004-12-01 05:05:47 +000020
Andrew M. Kuchling0d660c02006-04-17 14:01:36 +000021Comments, suggestions, and error reports are welcome; please e-mail them
22to the author or open a bug in the Python bug tracker.
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +000023
Andrew M. Kuchling437567c2006-03-07 20:48:55 +000024% XXX Compare with previous release in 2 - 3 sentences here.
Fred Drake2db76802004-12-01 05:05:47 +000025
26This article doesn't attempt to provide a complete specification of
27the new features, but instead provides a convenient overview. For
28full details, you should refer to the documentation for Python 2.5.
Andrew M. Kuchling437567c2006-03-07 20:48:55 +000029% XXX add hyperlink when the documentation becomes available online.
Fred Drake2db76802004-12-01 05:05:47 +000030If you want to understand the complete implementation and design
31rationale, refer to the PEP for a particular new feature.
32
33
34%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +000035\section{PEP 308: Conditional Expressions\label{pep-308}}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +000036
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +000037For a long time, people have been requesting a way to write
38conditional expressions, expressions that return value A or value B
39depending on whether a Boolean value is true or false. A conditional
40expression lets you write a single assignment statement that has the
41same effect as the following:
42
43\begin{verbatim}
44if condition:
45 x = true_value
46else:
47 x = false_value
48\end{verbatim}
49
50There have been endless tedious discussions of syntax on both
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +000051python-dev and comp.lang.python. A vote was even held that found the
52majority of voters wanted conditional expressions in some form,
53but there was no syntax that was preferred by a clear majority.
54Candidates included C's \code{cond ? true_v : false_v},
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +000055\code{if cond then true_v else false_v}, and 16 other variations.
56
57GvR eventually chose a surprising syntax:
58
59\begin{verbatim}
60x = true_value if condition else false_value
61\end{verbatim}
62
Andrew M. Kuchling38f85072006-04-02 01:46:32 +000063Evaluation is still lazy as in existing Boolean expressions, so the
64order of evaluation jumps around a bit. The \var{condition}
65expression in the middle is evaluated first, and the \var{true_value}
66expression is evaluated only if the condition was true. Similarly,
67the \var{false_value} expression is only evaluated when the condition
68is false.
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +000069
70This syntax may seem strange and backwards; why does the condition go
71in the \emph{middle} of the expression, and not in the front as in C's
72\code{c ? x : y}? The decision was checked by applying the new syntax
73to the modules in the standard library and seeing how the resulting
74code read. In many cases where a conditional expression is used, one
75value seems to be the 'common case' and one value is an 'exceptional
76case', used only on rarer occasions when the condition isn't met. The
77conditional syntax makes this pattern a bit more obvious:
78
79\begin{verbatim}
80contents = ((doc + '\n') if doc else '')
81\end{verbatim}
82
83I read the above statement as meaning ``here \var{contents} is
Andrew M. Kuchlingd0fcc022006-03-09 13:57:28 +000084usually assigned a value of \code{doc+'\e n'}; sometimes
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +000085\var{doc} is empty, in which special case an empty string is returned.''
86I doubt I will use conditional expressions very often where there
87isn't a clear common and uncommon case.
88
89There was some discussion of whether the language should require
90surrounding conditional expressions with parentheses. The decision
91was made to \emph{not} require parentheses in the Python language's
92grammar, but as a matter of style I think you should always use them.
93Consider these two statements:
94
95\begin{verbatim}
96# First version -- no parens
97level = 1 if logging else 0
98
99# Second version -- with parens
100level = (1 if logging else 0)
101\end{verbatim}
102
103In the first version, I think a reader's eye might group the statement
104into 'level = 1', 'if logging', 'else 0', and think that the condition
105decides whether the assignment to \var{level} is performed. The
106second version reads better, in my opinion, because it makes it clear
107that the assignment is always performed and the choice is being made
108between two values.
109
110Another reason for including the brackets: a few odd combinations of
111list comprehensions and lambdas could look like incorrect conditional
112expressions. See \pep{308} for some examples. If you put parentheses
113around your conditional expressions, you won't run into this case.
114
115
116\begin{seealso}
117
118\seepep{308}{Conditional Expressions}{PEP written by
Andrew M. Kuchling67191312006-04-19 12:55:39 +0000119Guido van~Rossum and Raymond D. Hettinger; implemented by Thomas
Andrew M. Kuchlinge362d932006-03-09 13:56:25 +0000120Wouters.}
121
122\end{seealso}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000123
124
125%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000126\section{PEP 309: Partial Function Application\label{pep-309}}
Fred Drake2db76802004-12-01 05:05:47 +0000127
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000128The \module{functools} module is intended to contain tools for
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000129functional-style programming. Currently it only contains a
130\class{partial()} function, but new functions will probably be added
131in future versions of Python.
Andrew M. Kuchlingb1c96fd2005-03-20 21:42:04 +0000132
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000133For programs written in a functional style, it can be useful to
134construct variants of existing functions that have some of the
135parameters filled in. Consider a Python function \code{f(a, b, c)};
136you could create a new function \code{g(b, c)} that was equivalent to
137\code{f(1, b, c)}. This is called ``partial function application'',
138and is provided by the \class{partial} class in the new
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000139\module{functools} module.
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000140
141The constructor for \class{partial} takes the arguments
142\code{(\var{function}, \var{arg1}, \var{arg2}, ...
143\var{kwarg1}=\var{value1}, \var{kwarg2}=\var{value2})}. The resulting
144object is callable, so you can just call it to invoke \var{function}
145with the filled-in arguments.
146
147Here's a small but realistic example:
148
149\begin{verbatim}
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000150import functools
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000151
152def log (message, subsystem):
153 "Write the contents of 'message' to the specified subsystem."
154 print '%s: %s' % (subsystem, message)
155 ...
156
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000157server_log = functools.partial(log, subsystem='server')
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000158server_log('Unable to open socket')
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000159\end{verbatim}
160
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000161Here's another example, from a program that uses PyGTK. Here a
Andrew M. Kuchling6af7fe02005-08-02 17:20:36 +0000162context-sensitive pop-up menu is being constructed dynamically. The
163callback provided for the menu option is a partially applied version
164of the \method{open_item()} method, where the first argument has been
165provided.
Andrew M. Kuchling4b000cd2005-04-09 15:51:44 +0000166
Andrew M. Kuchling6af7fe02005-08-02 17:20:36 +0000167\begin{verbatim}
168...
169class Application:
170 def open_item(self, path):
171 ...
172 def init (self):
Andrew M. Kuchling0d272bb2006-05-31 13:18:56 +0000173 open_func = functools.partial(self.open_item, item_path)
Andrew M. Kuchling6af7fe02005-08-02 17:20:36 +0000174 popup_menu.append( ("Open", open_func, 1) )
175\end{verbatim}
Andrew M. Kuchlingb1c96fd2005-03-20 21:42:04 +0000176
177
178\begin{seealso}
179
180\seepep{309}{Partial Function Application}{PEP proposed and written by
181Peter Harris; implemented by Hye-Shik Chang, with adaptations by
182Raymond Hettinger.}
183
184\end{seealso}
Fred Drake2db76802004-12-01 05:05:47 +0000185
186
187%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000188\section{PEP 314: Metadata for Python Software Packages v1.1\label{pep-314}}
Fred Drakedb7b0022005-03-20 22:19:47 +0000189
Andrew M. Kuchlingd8d732e2005-04-09 23:59:41 +0000190Some simple dependency support was added to Distutils. The
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000191\function{setup()} function now has \code{requires}, \code{provides},
192and \code{obsoletes} keyword parameters. When you build a source
193distribution using the \code{sdist} command, the dependency
194information will be recorded in the \file{PKG-INFO} file.
Andrew M. Kuchlingd8d732e2005-04-09 23:59:41 +0000195
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000196Another new keyword parameter is \code{download_url}, which should be
197set to a URL for the package's source code. This means it's now
198possible to look up an entry in the package index, determine the
199dependencies for a package, and download the required packages.
Andrew M. Kuchlingd8d732e2005-04-09 23:59:41 +0000200
Andrew M. Kuchling61434b62006-04-13 11:51:07 +0000201\begin{verbatim}
202VERSION = '1.0'
203setup(name='PyPackage',
204 version=VERSION,
205 requires=['numarray', 'zlib (>=1.1.4)'],
206 obsoletes=['OldPackage']
207 download_url=('http://www.example.com/pypackage/dist/pkg-%s.tar.gz'
208 % VERSION),
209 )
210\end{verbatim}
Andrew M. Kuchlingc0a0dec2006-05-16 16:27:31 +0000211
212Another new enhancement to the Python package index at
213\url{http://cheeseshop.python.org} is storing source and binary
214archives for a package. The new \command{upload} Distutils command
215will upload a package to the repository.
216
217Before a package can be uploaded, you must be able to build a
218distribution using the \command{sdist} Distutils command. Once that
219works, you can run \code{python setup.py upload} to add your package
220to the PyPI archive. Optionally you can GPG-sign the package by
221supplying the \longprogramopt{sign} and
222\longprogramopt{identity} options.
223
224Package uploading was implemented by Martin von~L\"owis and Richard Jones.
Andrew M. Kuchlingd8d732e2005-04-09 23:59:41 +0000225
226\begin{seealso}
227
228\seepep{314}{Metadata for Python Software Packages v1.1}{PEP proposed
229and written by A.M. Kuchling, Richard Jones, and Fred Drake;
230implemented by Richard Jones and Fred Drake.}
231
232\end{seealso}
Fred Drakedb7b0022005-03-20 22:19:47 +0000233
234
235%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000236\section{PEP 328: Absolute and Relative Imports\label{pep-328}}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000237
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000238The simpler part of PEP 328 was implemented in Python 2.4: parentheses
239could now be used to enclose the names imported from a module using
240the \code{from ... import ...} statement, making it easier to import
241many different names.
242
243The more complicated part has been implemented in Python 2.5:
244importing a module can be specified to use absolute or
245package-relative imports. The plan is to move toward making absolute
246imports the default in future versions of Python.
247
248Let's say you have a package directory like this:
249\begin{verbatim}
250pkg/
251pkg/__init__.py
252pkg/main.py
253pkg/string.py
254\end{verbatim}
255
256This defines a package named \module{pkg} containing the
257\module{pkg.main} and \module{pkg.string} submodules.
258
259Consider the code in the \file{main.py} module. What happens if it
260executes the statement \code{import string}? In Python 2.4 and
261earlier, it will first look in the package's directory to perform a
262relative import, finds \file{pkg/string.py}, imports the contents of
263that file as the \module{pkg.string} module, and that module is bound
264to the name \samp{string} in the \module{pkg.main} module's namespace.
265
266That's fine if \module{pkg.string} was what you wanted. But what if
267you wanted Python's standard \module{string} module? There's no clean
268way to ignore \module{pkg.string} and look for the standard module;
269generally you had to look at the contents of \code{sys.modules}, which
270is slightly unclean.
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000271Holger Krekel's \module{py.std} package provides a tidier way to perform
272imports from the standard library, \code{import py ; py.std.string.join()},
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000273but that package isn't available on all Python installations.
274
275Reading code which relies on relative imports is also less clear,
276because a reader may be confused about which module, \module{string}
277or \module{pkg.string}, is intended to be used. Python users soon
278learned not to duplicate the names of standard library modules in the
279names of their packages' submodules, but you can't protect against
280having your submodule's name being used for a new module added in a
281future version of Python.
282
283In Python 2.5, you can switch \keyword{import}'s behaviour to
284absolute imports using a \code{from __future__ import absolute_import}
285directive. This absolute-import behaviour will become the default in
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000286a future version (probably Python 2.7). Once absolute imports
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000287are the default, \code{import string} will
288always find the standard library's version.
289It's suggested that users should begin using absolute imports as much
290as possible, so it's preferable to begin writing \code{from pkg import
291string} in your code.
292
293Relative imports are still possible by adding a leading period
294to the module name when using the \code{from ... import} form:
295
296\begin{verbatim}
297# Import names from pkg.string
298from .string import name1, name2
299# Import pkg.string
300from . import string
301\end{verbatim}
302
303This imports the \module{string} module relative to the current
304package, so in \module{pkg.main} this will import \var{name1} and
305\var{name2} from \module{pkg.string}. Additional leading periods
306perform the relative import starting from the parent of the current
307package. For example, code in the \module{A.B.C} module can do:
308
309\begin{verbatim}
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000310from . import D # Imports A.B.D
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000311from .. import E # Imports A.E
312from ..F import G # Imports A.F.G
313\end{verbatim}
314
315Leading periods cannot be used with the \code{import \var{modname}}
316form of the import statement, only the \code{from ... import} form.
317
318\begin{seealso}
319
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000320\seepep{328}{Imports: Multi-Line and Absolute/Relative}
321{PEP written by Aahz; implemented by Thomas Wouters.}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000322
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000323\seeurl{http://codespeak.net/py/current/doc/index.html}
324{The py library by Holger Krekel, which contains the \module{py.std} package.}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000325
326\end{seealso}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000327
328
329%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000330\section{PEP 338: Executing Modules as Scripts\label{pep-338}}
Andrew M. Kuchling21d3a7c2006-03-15 11:53:09 +0000331
Andrew M. Kuchlingb182db42006-03-17 21:48:46 +0000332The \programopt{-m} switch added in Python 2.4 to execute a module as
333a script gained a few more abilities. Instead of being implemented in
334C code inside the Python interpreter, the switch now uses an
335implementation in a new module, \module{runpy}.
336
337The \module{runpy} module implements a more sophisticated import
338mechanism so that it's now possible to run modules in a package such
339as \module{pychecker.checker}. The module also supports alternative
Andrew M. Kuchling5d4cf5e2006-04-13 13:02:42 +0000340import mechanisms such as the \module{zipimport} module. This means
Andrew M. Kuchlingb182db42006-03-17 21:48:46 +0000341you can add a .zip archive's path to \code{sys.path} and then use the
342\programopt{-m} switch to execute code from the archive.
343
344
345\begin{seealso}
346
347\seepep{338}{Executing modules as scripts}{PEP written and
348implemented by Nick Coghlan.}
349
350\end{seealso}
Andrew M. Kuchling21d3a7c2006-03-15 11:53:09 +0000351
352
353%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000354\section{PEP 341: Unified try/except/finally\label{pep-341}}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000355
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000356Until Python 2.5, the \keyword{try} statement came in two
357flavours. You could use a \keyword{finally} block to ensure that code
Andrew M. Kuchling0f1955d2006-04-13 12:09:08 +0000358is always executed, or one or more \keyword{except} blocks to catch
359specific exceptions. You couldn't combine both \keyword{except} blocks and a
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000360\keyword{finally} block, because generating the right bytecode for the
361combined version was complicated and it wasn't clear what the
362semantics of the combined should be.
363
364GvR spent some time working with Java, which does support the
365equivalent of combining \keyword{except} blocks and a
366\keyword{finally} block, and this clarified what the statement should
367mean. In Python 2.5, you can now write:
368
369\begin{verbatim}
370try:
371 block-1 ...
372except Exception1:
373 handler-1 ...
374except Exception2:
375 handler-2 ...
376else:
377 else-block
378finally:
379 final-block
380\end{verbatim}
381
382The code in \var{block-1} is executed. If the code raises an
Andrew M. Kuchling356af462006-05-10 17:19:04 +0000383exception, the various \keyword{except} blocks are tested: if the
384exception is of class \class{Exception1}, \var{handler-1} is executed;
385otherwise if it's of class \class{Exception2}, \var{handler-2} is
386executed, and so forth. If no exception is raised, the
387\var{else-block} is executed.
388
389No matter what happened previously, the \var{final-block} is executed
390once the code block is complete and any raised exceptions handled.
391Even if there's an error in an exception handler or the
392\var{else-block} and a new exception is raised, the
393code in the \var{final-block} is still run.
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000394
395\begin{seealso}
396
397\seepep{341}{Unifying try-except and try-finally}{PEP written by Georg Brandl;
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +0000398implementation by Thomas Lee.}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000399
400\end{seealso}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000401
402
403%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000404\section{PEP 342: New Generator Features\label{pep-342}}
Andrew M. Kuchlinga2e21cb2005-08-02 17:13:21 +0000405
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000406Python 2.5 adds a simple way to pass values \emph{into} a generator.
Andrew M. Kuchling150e3492005-08-23 00:56:06 +0000407As introduced in Python 2.3, generators only produce output; once a
Andrew M. Kuchling1e9f5742006-05-20 19:25:16 +0000408generator's code was invoked to create an iterator, there was no way to
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000409pass any new information into the function when its execution is
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000410resumed. Sometimes the ability to pass in some information would be
411useful. Hackish solutions to this include making the generator's code
412look at a global variable and then changing the global variable's
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000413value, or passing in some mutable object that callers then modify.
Andrew M. Kuchling150e3492005-08-23 00:56:06 +0000414
415To refresh your memory of basic generators, here's a simple example:
416
417\begin{verbatim}
418def counter (maximum):
419 i = 0
420 while i < maximum:
421 yield i
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000422 i += 1
Andrew M. Kuchling150e3492005-08-23 00:56:06 +0000423\end{verbatim}
424
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000425When you call \code{counter(10)}, the result is an iterator that
426returns the values from 0 up to 9. On encountering the
427\keyword{yield} statement, the iterator returns the provided value and
428suspends the function's execution, preserving the local variables.
429Execution resumes on the following call to the iterator's
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000430\method{next()} method, picking up after the \keyword{yield} statement.
Andrew M. Kuchling150e3492005-08-23 00:56:06 +0000431
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000432In Python 2.3, \keyword{yield} was a statement; it didn't return any
433value. In 2.5, \keyword{yield} is now an expression, returning a
434value that can be assigned to a variable or otherwise operated on:
Andrew M. Kuchlinga2e21cb2005-08-02 17:13:21 +0000435
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000436\begin{verbatim}
437val = (yield i)
438\end{verbatim}
439
440I recommend that you always put parentheses around a \keyword{yield}
441expression when you're doing something with the returned value, as in
442the above example. The parentheses aren't always necessary, but it's
443easier to always add them instead of having to remember when they're
Andrew M. Kuchling3b675d22006-04-20 13:43:21 +0000444needed.
445
446(\pep{342} explains the exact rules, which are that a
447\keyword{yield}-expression must always be parenthesized except when it
448occurs at the top-level expression on the right-hand side of an
449assignment. This means you can write \code{val = yield i} but have to
450use parentheses when there's an operation, as in \code{val = (yield i)
451+ 12}.)
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000452
453Values are sent into a generator by calling its
454\method{send(\var{value})} method. The generator's code is then
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000455resumed and the \keyword{yield} expression returns the specified
456\var{value}. If the regular \method{next()} method is called, the
457\keyword{yield} returns \constant{None}.
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000458
459Here's the previous example, modified to allow changing the value of
460the internal counter.
461
462\begin{verbatim}
463def counter (maximum):
464 i = 0
465 while i < maximum:
466 val = (yield i)
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000467 # If value provided, change counter
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000468 if val is not None:
469 i = val
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000470 else:
471 i += 1
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000472\end{verbatim}
473
474And here's an example of changing the counter:
475
476\begin{verbatim}
477>>> it = counter(10)
478>>> print it.next()
4790
480>>> print it.next()
4811
482>>> print it.send(8)
4838
484>>> print it.next()
4859
486>>> print it.next()
487Traceback (most recent call last):
488 File ``t.py'', line 15, in ?
489 print it.next()
490StopIteration
Andrew M. Kuchlingc2033702005-08-29 13:30:12 +0000491\end{verbatim}
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000492
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000493Because \keyword{yield} will often be returning \constant{None}, you
494should always check for this case. Don't just use its value in
495expressions unless you're sure that the \method{send()} method
496will be the only method used resume your generator function.
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000497
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000498In addition to \method{send()}, there are two other new methods on
499generators:
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000500
501\begin{itemize}
502
503 \item \method{throw(\var{type}, \var{value}=None,
504 \var{traceback}=None)} is used to raise an exception inside the
505 generator; the exception is raised by the \keyword{yield} expression
506 where the generator's execution is paused.
507
508 \item \method{close()} raises a new \exception{GeneratorExit}
509 exception inside the generator to terminate the iteration.
510 On receiving this
511 exception, the generator's code must either raise
512 \exception{GeneratorExit} or \exception{StopIteration}; catching the
513 exception and doing anything else is illegal and will trigger
514 a \exception{RuntimeError}. \method{close()} will also be called by
Andrew M. Kuchling3cdf24b2006-05-25 00:23:03 +0000515 Python's garbage collector when the generator is garbage-collected.
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000516
Andrew M. Kuchling3cdf24b2006-05-25 00:23:03 +0000517 If you need to run cleanup code when a \exception{GeneratorExit} occurs,
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000518 I suggest using a \code{try: ... finally:} suite instead of
519 catching \exception{GeneratorExit}.
520
521\end{itemize}
522
523The cumulative effect of these changes is to turn generators from
524one-way producers of information into both producers and consumers.
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000525
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000526Generators also become \emph{coroutines}, a more generalized form of
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000527subroutines. Subroutines are entered at one point and exited at
Andrew M. Kuchling1e9f5742006-05-20 19:25:16 +0000528another point (the top of the function, and a \keyword{return}
529statement), but coroutines can be entered, exited, and resumed at
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000530many different points (the \keyword{yield} statements). We'll have to
531figure out patterns for using coroutines effectively in Python.
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000532
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000533The addition of the \method{close()} method has one side effect that
534isn't obvious. \method{close()} is called when a generator is
535garbage-collected, so this means the generator's code gets one last
Andrew M. Kuchling3b4fb042006-04-13 12:49:39 +0000536chance to run before the generator is destroyed. This last chance
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000537means that \code{try...finally} statements in generators can now be
538guaranteed to work; the \keyword{finally} clause will now always get a
539chance to run. The syntactic restriction that you couldn't mix
540\keyword{yield} statements with a \code{try...finally} suite has
541therefore been removed. This seems like a minor bit of language
542trivia, but using generators and \code{try...finally} is actually
543necessary in order to implement the \keyword{with} statement
Andrew M. Kuchling67191312006-04-19 12:55:39 +0000544described by PEP 343. I'll look at this new statement in the following
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000545section.
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000546
Andrew M. Kuchling3b4fb042006-04-13 12:49:39 +0000547Another even more esoteric effect of this change: previously, the
548\member{gi_frame} attribute of a generator was always a frame object.
549It's now possible for \member{gi_frame} to be \code{None}
550once the generator has been exhausted.
551
Andrew M. Kuchlinga2e21cb2005-08-02 17:13:21 +0000552\begin{seealso}
553
554\seepep{342}{Coroutines via Enhanced Generators}{PEP written by
Andrew M. Kuchling67191312006-04-19 12:55:39 +0000555Guido van~Rossum and Phillip J. Eby;
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000556implemented by Phillip J. Eby. Includes examples of
557some fancier uses of generators as coroutines.}
558
559\seeurl{http://en.wikipedia.org/wiki/Coroutine}{The Wikipedia entry for
560coroutines.}
561
Neal Norwitz09179882006-03-04 23:31:45 +0000562\seeurl{http://www.sidhe.org/\~{}dan/blog/archives/000178.html}{An
Andrew M. Kuchling07382062005-08-27 18:45:47 +0000563explanation of coroutines from a Perl point of view, written by Dan
564Sugalski.}
Andrew M. Kuchlinga2e21cb2005-08-02 17:13:21 +0000565
566\end{seealso}
567
568
569%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000570\section{PEP 343: The 'with' statement\label{pep-343}}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000571
Andrew M. Kuchling0a7ed8c2006-04-24 14:30:47 +0000572The '\keyword{with}' statement clarifies code that previously would
573use \code{try...finally} blocks to ensure that clean-up code is
574executed. In this section, I'll discuss the statement as it will
575commonly be used. In the next section, I'll examine the
576implementation details and show how to write objects for use with this
577statement.
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000578
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +0000579The '\keyword{with}' statement is a new control-flow structure whose
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000580basic structure is:
581
582\begin{verbatim}
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000583with expression [as variable]:
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000584 with-block
585\end{verbatim}
586
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000587The expression is evaluated, and it should result in an object that
588supports the context management protocol. This object may return a
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000589value that can optionally be bound to the name \var{variable}. (Note
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000590carefully that \var{variable} is \emph{not} assigned the result of
591\var{expression}.) The object can then run set-up code
592before \var{with-block} is executed and some clean-up code
593is executed after the block is done, even if the block raised an exception.
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000594
595To enable the statement in Python 2.5, you need
596to add the following directive to your module:
597
598\begin{verbatim}
599from __future__ import with_statement
600\end{verbatim}
601
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000602The statement will always be enabled in Python 2.6.
603
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000604Some standard Python objects now support the context management
605protocol and can be used with the '\keyword{with}' statement. File
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000606objects are one example:
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000607
608\begin{verbatim}
609with open('/etc/passwd', 'r') as f:
610 for line in f:
611 print line
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000612 ... more processing code ...
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000613\end{verbatim}
614
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000615After this statement has executed, the file object in \var{f} will
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +0000616have been automatically closed, even if the 'for' loop
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000617raised an exception part-way through the block.
618
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000619The \module{threading} module's locks and condition variables
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +0000620also support the '\keyword{with}' statement:
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000621
622\begin{verbatim}
623lock = threading.Lock()
624with lock:
625 # Critical section of code
626 ...
627\end{verbatim}
628
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000629The lock is acquired before the block is executed and always released once
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000630the block is complete.
631
632The \module{decimal} module's contexts, which encapsulate the desired
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000633precision and rounding characteristics for computations, provide a
634\method{context_manager()} method for getting a context manager:
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000635
636\begin{verbatim}
637import decimal
638
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000639# Displays with default precision of 28 digits
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000640v1 = decimal.Decimal('578')
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000641print v1.sqrt()
642
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000643ctx = decimal.Context(prec=16)
644with ctx.context_manager():
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000645 # All code in this block uses a precision of 16 digits.
646 # The original context is restored on exiting the block.
647 print v1.sqrt()
648\end{verbatim}
649
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000650\subsection{Writing Context Managers\label{context-managers}}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000651
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +0000652Under the hood, the '\keyword{with}' statement is fairly complicated.
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000653Most people will only use '\keyword{with}' in company with existing
Andrew M. Kuchling0a7ed8c2006-04-24 14:30:47 +0000654objects and don't need to know these details, so you can skip the rest
655of this section if you like. Authors of new objects will need to
656understand the details of the underlying implementation and should
657keep reading.
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000658
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000659A high-level explanation of the context management protocol is:
660
661\begin{itemize}
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000662
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000663\item The expression is evaluated and should result in an object
664called a ``context manager''. The context manager must have
Andrew M. Kuchling0a7ed8c2006-04-24 14:30:47 +0000665\method{__enter__()} and \method{__exit__()} methods.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000666
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000667\item The context manager's \method{__enter__()} method is called. The value
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000668returned is assigned to \var{VAR}. If no \code{'as \var{VAR}'} clause
669is present, the value is simply discarded.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000670
671\item The code in \var{BLOCK} is executed.
672
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000673\item If \var{BLOCK} raises an exception, the
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000674\method{__exit__(\var{type}, \var{value}, \var{traceback})} is called
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000675with the exception details, the same values returned by
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000676\function{sys.exc_info()}. The method's return value controls whether
677the exception is re-raised: any false value re-raises the exception,
678and \code{True} will result in suppressing it. You'll only rarely
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000679want to suppress the exception, because if you do
680the author of the code containing the
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000681'\keyword{with}' statement will never realize anything went wrong.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000682
683\item If \var{BLOCK} didn't raise an exception,
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000684the \method{__exit__()} method is still called,
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000685but \var{type}, \var{value}, and \var{traceback} are all \code{None}.
686
687\end{itemize}
688
689Let's think through an example. I won't present detailed code but
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000690will only sketch the methods necessary for a database that supports
691transactions.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000692
693(For people unfamiliar with database terminology: a set of changes to
694the database are grouped into a transaction. Transactions can be
695either committed, meaning that all the changes are written into the
696database, or rolled back, meaning that the changes are all discarded
697and the database is unchanged. See any database textbook for more
698information.)
699% XXX find a shorter reference?
700
701Let's assume there's an object representing a database connection.
702Our goal will be to let the user write code like this:
703
704\begin{verbatim}
705db_connection = DatabaseConnection()
706with db_connection as cursor:
707 cursor.execute('insert into ...')
708 cursor.execute('delete from ...')
709 # ... more operations ...
710\end{verbatim}
711
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000712The transaction should be committed if the code in the block
713runs flawlessly or rolled back if there's an exception.
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000714Here's the basic interface
715for \class{DatabaseConnection} that I'll assume:
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000716
717\begin{verbatim}
718class DatabaseConnection:
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000719 # Database interface
720 def cursor (self):
721 "Returns a cursor object and starts a new transaction"
722 def commit (self):
723 "Commits current transaction"
724 def rollback (self):
725 "Rolls back current transaction"
726\end{verbatim}
727
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000728The \method {__enter__()} method is pretty easy, having only to start
729a new transaction. For this application the resulting cursor object
730would be a useful result, so the method will return it. The user can
731then add \code{as cursor} to their '\keyword{with}' statement to bind
732the cursor to a variable name.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000733
734\begin{verbatim}
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000735class DatabaseConnection:
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000736 ...
737 def __enter__ (self):
738 # Code to start a new transaction
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000739 cursor = self.cursor()
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000740 return cursor
741\end{verbatim}
742
743The \method{__exit__()} method is the most complicated because it's
744where most of the work has to be done. The method has to check if an
745exception occurred. If there was no exception, the transaction is
746committed. The transaction is rolled back if there was an exception.
Andrew M. Kuchling0a7ed8c2006-04-24 14:30:47 +0000747
748In the code below, execution will just fall off the end of the
749function, returning the default value of \code{None}. \code{None} is
750false, so the exception will be re-raised automatically. If you
751wished, you could be more explicit and add a \keyword{return}
752statement at the marked location.
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000753
754\begin{verbatim}
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000755class DatabaseConnection:
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000756 ...
757 def __exit__ (self, type, value, tb):
758 if tb is None:
759 # No exception, so commit
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000760 self.commit()
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000761 else:
762 # Exception occurred, so rollback.
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000763 self.rollback()
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000764 # return False
765\end{verbatim}
766
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +0000767
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000768\subsection{The contextlib module\label{module-contextlib}}
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +0000769
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000770The new \module{contextlib} module provides some functions and a
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000771decorator that are useful for writing objects for use with the
772'\keyword{with}' statement.
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +0000773
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000774The decorator is called \function{contextfactory}, and lets you write
775a single generator function instead of defining a new class. The generator
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000776should yield exactly one value. The code up to the \keyword{yield}
777will be executed as the \method{__enter__()} method, and the value
778yielded will be the method's return value that will get bound to the
779variable in the '\keyword{with}' statement's \keyword{as} clause, if
780any. The code after the \keyword{yield} will be executed in the
781\method{__exit__()} method. Any exception raised in the block will be
782raised by the \keyword{yield} statement.
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000783
784Our database example from the previous section could be written
785using this decorator as:
786
787\begin{verbatim}
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000788from contextlib import contextfactory
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000789
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000790@contextfactory
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000791def db_transaction (connection):
792 cursor = connection.cursor()
793 try:
794 yield cursor
795 except:
796 connection.rollback()
797 raise
798 else:
799 connection.commit()
800
801db = DatabaseConnection()
802with db_transaction(db) as cursor:
803 ...
804\end{verbatim}
805
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000806The \module{contextlib} module also has a \function{nested(\var{mgr1},
Andrew M. Kuchlingf322d682006-05-02 22:47:49 +0000807\var{mgr2}, ...)} function that combines a number of context managers so you
Andrew M. Kuchlingd798a182006-04-25 12:47:25 +0000808don't need to write nested '\keyword{with}' statements. In this
809example, the single '\keyword{with}' statement both starts a database
810transaction and acquires a thread lock:
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000811
812\begin{verbatim}
813lock = threading.Lock()
814with nested (db_transaction(db), lock) as (cursor, locked):
815 ...
816\end{verbatim}
817
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000818Finally, the \function{closing(\var{object})} function
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000819returns \var{object} so that it can be bound to a variable,
820and calls \code{\var{object}.close()} at the end of the block.
821
822\begin{verbatim}
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +0000823import urllib, sys
824from contextlib import closing
825
826with closing(urllib.urlopen('http://www.yahoo.com')) as f:
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000827 for line in f:
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +0000828 sys.stdout.write(line)
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000829\end{verbatim}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000830
831\begin{seealso}
832
Andrew M. Kuchling67191312006-04-19 12:55:39 +0000833\seepep{343}{The ``with'' statement}{PEP written by Guido van~Rossum
834and Nick Coghlan; implemented by Mike Bland, Guido van~Rossum, and
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +0000835Neal Norwitz. The PEP shows the code generated for a '\keyword{with}'
Andrew M. Kuchlingedb575e2006-04-23 21:01:04 +0000836statement, which can be helpful in learning how the statement works.}
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +0000837
838\seeurl{../lib/module-contextlib.html}{The documentation
839for the \module{contextlib} module.}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000840
841\end{seealso}
842
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000843
844%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000845\section{PEP 352: Exceptions as New-Style Classes\label{pep-352}}
Andrew M. Kuchling8f4d2552006-03-08 01:50:20 +0000846
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000847Exception classes can now be new-style classes, not just classic
848classes, and the built-in \exception{Exception} class and all the
849standard built-in exceptions (\exception{NameError},
850\exception{ValueError}, etc.) are now new-style classes.
Andrew M. Kuchlingaeadf952006-03-09 19:06:05 +0000851
852The inheritance hierarchy for exceptions has been rearranged a bit.
853In 2.5, the inheritance relationships are:
854
855\begin{verbatim}
856BaseException # New in Python 2.5
857|- KeyboardInterrupt
858|- SystemExit
859|- Exception
860 |- (all other current built-in exceptions)
861\end{verbatim}
862
863This rearrangement was done because people often want to catch all
864exceptions that indicate program errors. \exception{KeyboardInterrupt} and
865\exception{SystemExit} aren't errors, though, and usually represent an explicit
866action such as the user hitting Control-C or code calling
867\function{sys.exit()}. A bare \code{except:} will catch all exceptions,
868so you commonly need to list \exception{KeyboardInterrupt} and
869\exception{SystemExit} in order to re-raise them. The usual pattern is:
870
871\begin{verbatim}
872try:
873 ...
874except (KeyboardInterrupt, SystemExit):
875 raise
876except:
877 # Log error...
878 # Continue running program...
879\end{verbatim}
880
881In Python 2.5, you can now write \code{except Exception} to achieve
882the same result, catching all the exceptions that usually indicate errors
883but leaving \exception{KeyboardInterrupt} and
884\exception{SystemExit} alone. As in previous versions,
885a bare \code{except:} still catches all exceptions.
886
887The goal for Python 3.0 is to require any class raised as an exception
888to derive from \exception{BaseException} or some descendant of
889\exception{BaseException}, and future releases in the
890Python 2.x series may begin to enforce this constraint. Therefore, I
891suggest you begin making all your exception classes derive from
892\exception{Exception} now. It's been suggested that the bare
893\code{except:} form should be removed in Python 3.0, but Guido van~Rossum
894hasn't decided whether to do this or not.
895
896Raising of strings as exceptions, as in the statement \code{raise
897"Error occurred"}, is deprecated in Python 2.5 and will trigger a
898warning. The aim is to be able to remove the string-exception feature
899in a few releases.
900
901
902\begin{seealso}
903
Andrew M. Kuchlingc3749a92006-04-04 19:14:41 +0000904\seepep{352}{Required Superclass for Exceptions}{PEP written by
Andrew M. Kuchling67191312006-04-19 12:55:39 +0000905Brett Cannon and Guido van~Rossum; implemented by Brett Cannon.}
Andrew M. Kuchlingaeadf952006-03-09 19:06:05 +0000906
907\end{seealso}
Andrew M. Kuchling8f4d2552006-03-08 01:50:20 +0000908
909
910%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000911\section{PEP 353: Using ssize_t as the index type\label{pep-353}}
Andrew M. Kuchlingc3749a92006-04-04 19:14:41 +0000912
913A wide-ranging change to Python's C API, using a new
914\ctype{Py_ssize_t} type definition instead of \ctype{int},
915will permit the interpreter to handle more data on 64-bit platforms.
916This change doesn't affect Python's capacity on 32-bit platforms.
917
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000918Various pieces of the Python interpreter used C's \ctype{int} type to
919store sizes or counts; for example, the number of items in a list or
920tuple were stored in an \ctype{int}. The C compilers for most 64-bit
921platforms still define \ctype{int} as a 32-bit type, so that meant
922that lists could only hold up to \code{2**31 - 1} = 2147483647 items.
923(There are actually a few different programming models that 64-bit C
924compilers can use -- see
925\url{http://www.unix.org/version2/whatsnew/lp64_wp.html} for a
926discussion -- but the most commonly available model leaves \ctype{int}
927as 32 bits.)
928
929A limit of 2147483647 items doesn't really matter on a 32-bit platform
930because you'll run out of memory before hitting the length limit.
931Each list item requires space for a pointer, which is 4 bytes, plus
932space for a \ctype{PyObject} representing the item. 2147483647*4 is
933already more bytes than a 32-bit address space can contain.
934
935It's possible to address that much memory on a 64-bit platform,
936however. The pointers for a list that size would only require 16GiB
937of space, so it's not unreasonable that Python programmers might
938construct lists that large. Therefore, the Python interpreter had to
939be changed to use some type other than \ctype{int}, and this will be a
94064-bit type on 64-bit platforms. The change will cause
941incompatibilities on 64-bit machines, so it was deemed worth making
942the transition now, while the number of 64-bit users is still
943relatively small. (In 5 or 10 years, we may \emph{all} be on 64-bit
944machines, and the transition would be more painful then.)
945
946This change most strongly affects authors of C extension modules.
947Python strings and container types such as lists and tuples
948now use \ctype{Py_ssize_t} to store their size.
949Functions such as \cfunction{PyList_Size()}
950now return \ctype{Py_ssize_t}. Code in extension modules
951may therefore need to have some variables changed to
952\ctype{Py_ssize_t}.
953
954The \cfunction{PyArg_ParseTuple()} and \cfunction{Py_BuildValue()} functions
955have a new conversion code, \samp{n}, for \ctype{Py_ssize_t}.
Andrew M. Kuchlinga4d651f2006-04-06 13:24:58 +0000956\cfunction{PyArg_ParseTuple()}'s \samp{s\#} and \samp{t\#} still output
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000957\ctype{int} by default, but you can define the macro
958\csimplemacro{PY_SSIZE_T_CLEAN} before including \file{Python.h}
959to make them return \ctype{Py_ssize_t}.
960
961\pep{353} has a section on conversion guidelines that
962extension authors should read to learn about supporting 64-bit
963platforms.
Andrew M. Kuchlingc3749a92006-04-04 19:14:41 +0000964
965\begin{seealso}
966
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +0000967\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 +0000968
969\end{seealso}
970
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +0000971
Andrew M. Kuchlingc3749a92006-04-04 19:14:41 +0000972%======================================================================
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +0000973\section{PEP 357: The '__index__' method\label{pep-357}}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +0000974
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000975The NumPy developers had a problem that could only be solved by adding
976a new special method, \method{__index__}. When using slice notation,
Fred Drake1c0e3282006-04-02 03:30:06 +0000977as in \code{[\var{start}:\var{stop}:\var{step}]}, the values of the
Andrew M. Kuchling38f85072006-04-02 01:46:32 +0000978\var{start}, \var{stop}, and \var{step} indexes must all be either
979integers or long integers. NumPy defines a variety of specialized
980integer types corresponding to unsigned and signed integers of 8, 16,
98132, and 64 bits, but there was no way to signal that these types could
982be used as slice indexes.
983
984Slicing can't just use the existing \method{__int__} method because
985that method is also used to implement coercion to integers. If
986slicing used \method{__int__}, floating-point numbers would also
987become legal slice indexes and that's clearly an undesirable
988behaviour.
989
990Instead, a new special method called \method{__index__} was added. It
991takes no arguments and returns an integer giving the slice index to
992use. For example:
993
994\begin{verbatim}
995class C:
996 def __index__ (self):
997 return self.value
998\end{verbatim}
999
1000The return value must be either a Python integer or long integer.
1001The interpreter will check that the type returned is correct, and
1002raises a \exception{TypeError} if this requirement isn't met.
1003
1004A corresponding \member{nb_index} slot was added to the C-level
1005\ctype{PyNumberMethods} structure to let C extensions implement this
1006protocol. \cfunction{PyNumber_Index(\var{obj})} can be used in
1007extension code to call the \method{__index__} function and retrieve
1008its result.
1009
1010\begin{seealso}
1011
1012\seepep{357}{Allowing Any Object to be Used for Slicing}{PEP written
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +00001013and implemented by Travis Oliphant.}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001014
1015\end{seealso}
Andrew M. Kuchling437567c2006-03-07 20:48:55 +00001016
1017
1018%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001019\section{Other Language Changes\label{other-lang}}
Fred Drake2db76802004-12-01 05:05:47 +00001020
1021Here are all of the changes that Python 2.5 makes to the core Python
1022language.
1023
1024\begin{itemize}
Andrew M. Kuchling1cae3f52004-12-03 14:57:21 +00001025
Andrew M. Kuchlingc7095842006-04-14 12:41:19 +00001026\item The \class{dict} type has a new hook for letting subclasses
1027provide a default value when a key isn't contained in the dictionary.
1028When a key isn't found, the dictionary's
1029\method{__missing__(\var{key})}
1030method will be called. This hook is used to implement
1031the new \class{defaultdict} class in the \module{collections}
1032module. The following example defines a dictionary
1033that returns zero for any missing key:
1034
1035\begin{verbatim}
1036class zerodict (dict):
1037 def __missing__ (self, key):
1038 return 0
1039
1040d = zerodict({1:1, 2:2})
1041print d[1], d[2] # Prints 1, 2
1042print d[3], d[4] # Prints 0, 0
1043\end{verbatim}
1044
Andrew M. Kuchlingafe65982006-05-26 18:41:18 +00001045\item Both 8-bit and Unicode strings have new \method{partition(sep)}
1046and \method{rpartition(sep)} methods that simplify a common use case.
Andrew M. Kuchlingad0cb652006-05-26 12:39:48 +00001047The \method{find(S)} method is often used to get an index which is
1048then used to slice the string and obtain the pieces that are before
Andrew M. Kuchlingafe65982006-05-26 18:41:18 +00001049and after the separator.
1050
1051\method{partition(sep)} condenses this
Andrew M. Kuchlingad0cb652006-05-26 12:39:48 +00001052pattern into a single method call that returns a 3-tuple containing
1053the substring before the separator, the separator itself, and the
1054substring after the separator. If the separator isn't found, the
1055first element of the tuple is the entire string and the other two
Andrew M. Kuchlingafe65982006-05-26 18:41:18 +00001056elements are empty. \method{rpartition(sep)} also returns a 3-tuple
1057but starts searching from the end of the string; the \samp{r} stands
1058for 'reverse'.
1059
1060Some examples:
Andrew M. Kuchlingad0cb652006-05-26 12:39:48 +00001061
1062\begin{verbatim}
1063>>> ('http://www.python.org').partition('://')
1064('http', '://', 'www.python.org')
1065>>> (u'Subject: a quick question').partition(':')
1066(u'Subject', u':', u' a quick question')
1067>>> ('file:/usr/share/doc/index.html').partition('://')
1068('file:/usr/share/doc/index.html', '', '')
Andrew M. Kuchlingafe65982006-05-26 18:41:18 +00001069>>> 'www.python.org'.rpartition('.')
1070('www.python', '.', 'org')
Andrew M. Kuchlingad0cb652006-05-26 12:39:48 +00001071\end{verbatim}
1072
1073(Implemented by Fredrik Lundh following a suggestion by Raymond Hettinger.)
1074
Andrew M. Kuchling1cae3f52004-12-03 14:57:21 +00001075\item The \function{min()} and \function{max()} built-in functions
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001076gained a \code{key} keyword parameter analogous to the \code{key}
1077argument for \method{sort()}. This parameter supplies a function that
Andrew M. Kuchlingc7095842006-04-14 12:41:19 +00001078takes a single argument and is called for every value in the list;
Andrew M. Kuchling1cae3f52004-12-03 14:57:21 +00001079\function{min()}/\function{max()} will return the element with the
1080smallest/largest return value from this function.
1081For example, to find the longest string in a list, you can do:
1082
1083\begin{verbatim}
1084L = ['medium', 'longest', 'short']
1085# Prints 'longest'
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001086print max(L, key=len)
Andrew M. Kuchling1cae3f52004-12-03 14:57:21 +00001087# Prints 'short', because lexicographically 'short' has the largest value
1088print max(L)
1089\end{verbatim}
1090
1091(Contributed by Steven Bethard and Raymond Hettinger.)
Fred Drake2db76802004-12-01 05:05:47 +00001092
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001093\item Two new built-in functions, \function{any()} and
1094\function{all()}, evaluate whether an iterator contains any true or
1095false values. \function{any()} returns \constant{True} if any value
1096returned by the iterator is true; otherwise it will return
1097\constant{False}. \function{all()} returns \constant{True} only if
1098all of the values returned by the iterator evaluate as being true.
Andrew M. Kuchling6e3a66d2006-04-07 12:46:06 +00001099(Suggested by GvR, and implemented by Raymond Hettinger.)
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001100
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00001101\item ASCII is now the default encoding for modules. It's now
1102a syntax error if a module contains string literals with 8-bit
1103characters but doesn't have an encoding declaration. In Python 2.4
1104this triggered a warning, not a syntax error. See \pep{263}
1105for how to declare a module's encoding; for example, you might add
1106a line like this near the top of the source file:
1107
1108\begin{verbatim}
1109# -*- coding: latin1 -*-
1110\end{verbatim}
1111
Andrew M. Kuchlingc9236112006-04-30 01:07:09 +00001112\item One error that Python programmers sometimes make is forgetting
1113to include an \file{__init__.py} module in a package directory.
1114Debugging this mistake can be confusing, and usually requires running
1115Python with the \programopt{-v} switch to log all the paths searched.
1116In Python 2.5, a new \exception{ImportWarning} warning is raised when
1117an import would have picked up a directory as a package but no
1118\file{__init__.py} was found. (Implemented by Thomas Wouters.)
1119
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001120\item The list of base classes in a class definition can now be empty.
1121As an example, this is now legal:
1122
1123\begin{verbatim}
1124class C():
1125 pass
1126\end{verbatim}
1127(Implemented by Brett Cannon.)
1128
Fred Drake2db76802004-12-01 05:05:47 +00001129\end{itemize}
1130
1131
1132%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001133\subsection{Interactive Interpreter Changes\label{interactive}}
Andrew M. Kuchlingda376042006-03-17 15:56:41 +00001134
1135In the interactive interpreter, \code{quit} and \code{exit}
1136have long been strings so that new users get a somewhat helpful message
1137when they try to quit:
1138
1139\begin{verbatim}
1140>>> quit
1141'Use Ctrl-D (i.e. EOF) to exit.'
1142\end{verbatim}
1143
1144In Python 2.5, \code{quit} and \code{exit} are now objects that still
1145produce string representations of themselves, but are also callable.
1146Newbies who try \code{quit()} or \code{exit()} will now exit the
1147interpreter as they expect. (Implemented by Georg Brandl.)
1148
1149
1150%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001151\subsection{Optimizations\label{opts}}
Fred Drake2db76802004-12-01 05:05:47 +00001152
Andrew M. Kuchlingc6027232006-05-23 12:44:36 +00001153Several of the optimizations were developed at the NeedForSpeed
1154sprint, an event held in Reykjavik, Iceland, from May 21--28 2006.
1155The sprint focused on speed enhancements to the CPython implementation
1156and was funded by EWT LLC with local support from CCP Games. Those
1157optimizations added at this sprint are specially marked in the
1158following list.
1159
Fred Drake2db76802004-12-01 05:05:47 +00001160\begin{itemize}
1161
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001162\item When they were introduced
1163in Python 2.4, the built-in \class{set} and \class{frozenset} types
1164were built on top of Python's dictionary type.
1165In 2.5 the internal data structure has been customized for implementing sets,
1166and as a result sets will use a third less memory and are somewhat faster.
1167(Implemented by Raymond Hettinger.)
Fred Drake2db76802004-12-01 05:05:47 +00001168
Andrew M. Kuchling3e134a52006-05-23 12:49:35 +00001169\item The speed of some Unicode operations, such as
Andrew M. Kuchling150faff2006-05-23 19:29:38 +00001170finding substrings, string splitting, and character map decoding, has
1171been improved. (Substring search and splitting improvements were
1172added by Fredrik Lundh and Andrew Dalke at the NeedForSpeed
1173sprint. Character map decoding was improved by Walter D\"orwald.)
Andrew M. Kuchling45bb98e2006-04-16 19:53:27 +00001174% Patch 1313939
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001175
Andrew M. Kuchling3cdf24b2006-05-25 00:23:03 +00001176\item The \function{long(\var{str}, \var{base})} function is now
1177faster on long digit strings because fewer intermediate results are
1178calculated. The peak is for strings of around 800--1000 digits where
1179the function is 6 times faster.
1180(Contributed by Alan McIntyre and committed at the NeedForSpeed sprint.)
1181% Patch 1442927
1182
Andrew M. Kuchling70bd1992006-05-23 19:32:35 +00001183\item The \module{struct} module now compiles structure format
1184strings into an internal representation and caches this
1185representation, yielding a 20\% speedup. (Contributed by Bob Ippolito
1186at the NeedForSpeed sprint.)
1187
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001188\item The code generator's peephole optimizer now performs
1189simple constant folding in expressions. If you write something like
1190\code{a = 2+3}, the code generator will do the arithmetic and produce
1191code corresponding to \code{a = 5}.
1192
Andrew M. Kuchlingc6027232006-05-23 12:44:36 +00001193\item Function calls are now faster because code objects now keep
1194the most recently finished frame (a ``zombie frame'') in an internal
1195field of the code object, reusing it the next time the code object is
1196invoked. (Original patch by Michael Hudson, modified by Armin Rigo
1197and Richard Jones; committed at the NeedForSpeed sprint.)
1198% Patch 876206
1199
Andrew M. Kuchling150faff2006-05-23 19:29:38 +00001200Frame objects are also slightly smaller, which may improve cache locality
1201and reduce memory usage a bit. (Contributed by Neal Norwitz.)
1202% Patch 1337051
1203
Andrew M. Kuchlingdae266e2006-05-27 13:44:37 +00001204\item Python's built-in exceptions are now new-style classes, a change
1205that speeds up instantiation considerably. Exception handling in
1206Python 2.5 is therefore about 30\% faster than in 2.4.
Richard Jones87f54712006-05-27 13:50:42 +00001207(Contributed by Richard Jones, Georg Brandl and Sean Reifschneider at
1208the NeedForSpeed sprint.)
Andrew M. Kuchlingdae266e2006-05-27 13:44:37 +00001209
Andrew M. Kuchlingafe65982006-05-26 18:41:18 +00001210\item Importing now caches the paths tried, recording whether
1211they exist or not so that the interpreter makes fewer
1212\cfunction{open()} and \cfunction{stat()} calls on startup.
1213(Contributed by Martin von~L\"owis and Georg Brandl.)
1214% Patch 921466
1215
Fred Drake2db76802004-12-01 05:05:47 +00001216\end{itemize}
1217
1218The net result of the 2.5 optimizations is that Python 2.5 runs the
Andrew M. Kuchling9c67ee02006-04-04 19:07:27 +00001219pystone benchmark around XXX\% faster than Python 2.4.
Fred Drake2db76802004-12-01 05:05:47 +00001220
1221
1222%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001223\section{New, Improved, and Removed Modules\label{modules}}
Fred Drake2db76802004-12-01 05:05:47 +00001224
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +00001225The standard library received many enhancements and bug fixes in
1226Python 2.5. Here's a partial list of the most notable changes, sorted
1227alphabetically by module name. Consult the \file{Misc/NEWS} file in
1228the source tree for a more complete list of changes, or look through
1229the SVN logs for all the details.
Fred Drake2db76802004-12-01 05:05:47 +00001230
1231\begin{itemize}
1232
Andrew M. Kuchling6fc69762006-04-13 12:37:21 +00001233\item The \module{audioop} module now supports the a-LAW encoding,
1234and the code for u-LAW encoding has been improved. (Contributed by
1235Lars Immisch.)
1236
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001237\item The \module{codecs} module gained support for incremental
1238codecs. The \function{codec.lookup()} function now
1239returns a \class{CodecInfo} instance instead of a tuple.
1240\class{CodecInfo} instances behave like a 4-tuple to preserve backward
1241compatibility but also have the attributes \member{encode},
1242\member{decode}, \member{incrementalencoder}, \member{incrementaldecoder},
1243\member{streamwriter}, and \member{streamreader}. Incremental codecs
1244can receive input and produce output in multiple chunks; the output is
1245the same as if the entire input was fed to the non-incremental codec.
1246See the \module{codecs} module documentation for details.
1247(Designed and implemented by Walter D\"orwald.)
1248% Patch 1436130
1249
Andrew M. Kuchlingc7095842006-04-14 12:41:19 +00001250\item The \module{collections} module gained a new type,
1251\class{defaultdict}, that subclasses the standard \class{dict}
1252type. The new type mostly behaves like a dictionary but constructs a
1253default value when a key isn't present, automatically adding it to the
1254dictionary for the requested key value.
1255
1256The first argument to \class{defaultdict}'s constructor is a factory
1257function that gets called whenever a key is requested but not found.
1258This factory function receives no arguments, so you can use built-in
1259type constructors such as \function{list()} or \function{int()}. For
1260example,
1261you can make an index of words based on their initial letter like this:
1262
1263\begin{verbatim}
1264words = """Nel mezzo del cammin di nostra vita
1265mi ritrovai per una selva oscura
1266che la diritta via era smarrita""".lower().split()
1267
1268index = defaultdict(list)
1269
1270for w in words:
1271 init_letter = w[0]
1272 index[init_letter].append(w)
1273\end{verbatim}
1274
1275Printing \code{index} results in the following output:
1276
1277\begin{verbatim}
1278defaultdict(<type 'list'>, {'c': ['cammin', 'che'], 'e': ['era'],
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001279 'd': ['del', 'di', 'diritta'], 'm': ['mezzo', 'mi'],
1280 'l': ['la'], 'o': ['oscura'], 'n': ['nel', 'nostra'],
1281 'p': ['per'], 's': ['selva', 'smarrita'],
1282 'r': ['ritrovai'], 'u': ['una'], 'v': ['vita', 'via']}
Andrew M. Kuchlingc7095842006-04-14 12:41:19 +00001283\end{verbatim}
1284
1285The \class{deque} double-ended queue type supplied by the
1286\module{collections} module now has a \method{remove(\var{value})}
1287method that removes the first occurrence of \var{value} in the queue,
1288raising \exception{ValueError} if the value isn't found.
1289
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001290\item New module: The \module{contextlib} module contains helper functions for use
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001291with the new '\keyword{with}' statement. See
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001292section~\ref{module-contextlib} for more about this module.
Andrew M. Kuchlingde0a23f2006-04-16 18:45:11 +00001293
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001294\item New module: The \module{cProfile} module is a C implementation of
Andrew M. Kuchlingc7095842006-04-14 12:41:19 +00001295the existing \module{profile} module that has much lower overhead.
1296The module's interface is the same as \module{profile}: you run
1297\code{cProfile.run('main()')} to profile a function, can save profile
1298data to a file, etc. It's not yet known if the Hotshot profiler,
1299which is also written in C but doesn't match the \module{profile}
1300module's interface, will continue to be maintained in future versions
1301of Python. (Contributed by Armin Rigo.)
1302
Andrew M. Kuchling0a7ed8c2006-04-24 14:30:47 +00001303Also, the \module{pstats} module for analyzing the data measured by
1304the profiler now supports directing the output to any file object
Andrew M. Kuchlinge78eeb12006-04-21 13:26:42 +00001305by supplying a \var{stream} argument to the \class{Stats} constructor.
1306(Contributed by Skip Montanaro.)
1307
Andrew M. Kuchling952f1962006-04-18 12:38:19 +00001308\item The \module{csv} module, which parses files in
1309comma-separated value format, received several enhancements and a
1310number of bugfixes. You can now set the maximum size in bytes of a
1311field by calling the \method{csv.field_size_limit(\var{new_limit})}
1312function; omitting the \var{new_limit} argument will return the
1313currently-set limit. The \class{reader} class now has a
1314\member{line_num} attribute that counts the number of physical lines
1315read from the source; records can span multiple physical lines, so
1316\member{line_num} is not the same as the number of records read.
1317(Contributed by Skip Montanaro and Andrew McNamara.)
1318
Andrew M. Kuchling67191312006-04-19 12:55:39 +00001319\item The \class{datetime} class in the \module{datetime}
1320module now has a \method{strptime(\var{string}, \var{format})}
1321method for parsing date strings, contributed by Josh Spoerri.
1322It uses the same format characters as \function{time.strptime()} and
1323\function{time.strftime()}:
1324
1325\begin{verbatim}
1326from datetime import datetime
1327
1328ts = datetime.strptime('10:13:15 2006-03-07',
1329 '%H:%M:%S %Y-%m-%d')
1330\end{verbatim}
1331
Andrew M. Kuchlingb33842a2006-04-25 12:31:38 +00001332\item The \module{doctest} module gained a \code{SKIP} option that
1333keeps an example from being executed at all. This is intended for
1334code snippets that are usage examples intended for the reader and
1335aren't actually test cases.
1336
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001337\item The \module{fileinput} module was made more flexible.
1338Unicode filenames are now supported, and a \var{mode} parameter that
1339defaults to \code{"r"} was added to the
1340\function{input()} function to allow opening files in binary or
1341universal-newline mode. Another new parameter, \var{openhook},
1342lets you use a function other than \function{open()}
1343to open the input files. Once you're iterating over
1344the set of files, the \class{FileInput} object's new
1345\method{fileno()} returns the file descriptor for the currently opened file.
1346(Contributed by Georg Brandl.)
1347
Andrew M. Kuchlingda376042006-03-17 15:56:41 +00001348\item In the \module{gc} module, the new \function{get_count()} function
1349returns a 3-tuple containing the current collection counts for the
1350three GC generations. This is accounting information for the garbage
1351collector; when these counts reach a specified threshold, a garbage
1352collection sweep will be made. The existing \function{gc.collect()}
1353function now takes an optional \var{generation} argument of 0, 1, or 2
1354to specify which generation to collect.
1355
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001356\item The \function{nsmallest()} and
1357\function{nlargest()} functions in the \module{heapq} module
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001358now support a \code{key} keyword parameter similar to the one
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001359provided by the \function{min()}/\function{max()} functions
1360and the \method{sort()} methods. For example:
1361Example:
1362
1363\begin{verbatim}
1364>>> import heapq
1365>>> L = ["short", 'medium', 'longest', 'longer still']
1366>>> heapq.nsmallest(2, L) # Return two lowest elements, lexicographically
1367['longer still', 'longest']
1368>>> heapq.nsmallest(2, L, key=len) # Return two shortest elements
1369['short', 'medium']
1370\end{verbatim}
1371
1372(Contributed by Raymond Hettinger.)
1373
Andrew M. Kuchling511a3a82005-03-20 19:52:18 +00001374\item The \function{itertools.islice()} function now accepts
1375\code{None} for the start and step arguments. This makes it more
1376compatible with the attributes of slice objects, so that you can now write
1377the following:
1378
1379\begin{verbatim}
1380s = slice(5) # Create slice object
1381itertools.islice(iterable, s.start, s.stop, s.step)
1382\end{verbatim}
1383
1384(Contributed by Raymond Hettinger.)
Andrew M. Kuchling3e41b052005-03-01 00:53:46 +00001385
Andrew M. Kuchlingd4c21772006-04-23 21:51:10 +00001386\item The \module{mailbox} module underwent a massive rewrite to add
1387the capability to modify mailboxes in addition to reading them. A new
1388set of classes that include \class{mbox}, \class{MH}, and
1389\class{Maildir} are used to read mailboxes, and have an
1390\method{add(\var{message})} method to add messages,
1391\method{remove(\var{key})} to remove messages, and
1392\method{lock()}/\method{unlock()} to lock/unlock the mailbox. The
1393following example converts a maildir-format mailbox into an mbox-format one:
1394
1395\begin{verbatim}
1396import mailbox
1397
1398# 'factory=None' uses email.Message.Message as the class representing
1399# individual messages.
1400src = mailbox.Maildir('maildir', factory=None)
1401dest = mailbox.mbox('/tmp/mbox')
1402
1403for msg in src:
1404 dest.add(msg)
1405\end{verbatim}
1406
1407(Contributed by Gregory K. Johnson. Funding was provided by Google's
14082005 Summer of Code.)
1409
Andrew M. Kuchling68494882006-05-01 16:32:49 +00001410\item New module: the \module{msilib} module allows creating
1411Microsoft Installer \file{.msi} files and CAB files. Some support
1412for reading the \file{.msi} database is also included.
1413(Contributed by Martin von~L\"owis.)
1414
Andrew M. Kuchling75ba2442006-04-14 10:29:55 +00001415\item The \module{nis} module now supports accessing domains other
1416than the system default domain by supplying a \var{domain} argument to
1417the \function{nis.match()} and \function{nis.maps()} functions.
1418(Contributed by Ben Bell.)
1419
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001420\item The \module{operator} module's \function{itemgetter()}
1421and \function{attrgetter()} functions now support multiple fields.
1422A call such as \code{operator.attrgetter('a', 'b')}
1423will return a function
1424that retrieves the \member{a} and \member{b} attributes. Combining
1425this new feature with the \method{sort()} method's \code{key} parameter
1426lets you easily sort lists using multiple fields.
Andrew M. Kuchling6e3a66d2006-04-07 12:46:06 +00001427(Contributed by Raymond Hettinger.)
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001428
Andrew M. Kuchlingd4c21772006-04-23 21:51:10 +00001429\item The \module{optparse} module was updated to version 1.5.1 of the
1430Optik library. The \class{OptionParser} class gained an
1431\member{epilog} attribute, a string that will be printed after the
1432help message, and a \method{destroy()} method to break reference
1433cycles created by the object. (Contributed by Greg Ward.)
Andrew M. Kuchling3e41b052005-03-01 00:53:46 +00001434
Andrew M. Kuchling0f1955d2006-04-13 12:09:08 +00001435\item The \module{os} module underwent several changes. The
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001436\member{stat_float_times} variable now defaults to true, meaning that
1437\function{os.stat()} will now return time values as floats. (This
1438doesn't necessarily mean that \function{os.stat()} will return times
1439that are precise to fractions of a second; not all systems support
1440such precision.)
Andrew M. Kuchling3e41b052005-03-01 00:53:46 +00001441
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001442Constants named \member{os.SEEK_SET}, \member{os.SEEK_CUR}, and
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001443\member{os.SEEK_END} have been added; these are the parameters to the
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001444\function{os.lseek()} function. Two new constants for locking are
1445\member{os.O_SHLOCK} and \member{os.O_EXLOCK}.
1446
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001447Two new functions, \function{wait3()} and \function{wait4()}, were
1448added. They're similar the \function{waitpid()} function which waits
1449for a child process to exit and returns a tuple of the process ID and
1450its exit status, but \function{wait3()} and \function{wait4()} return
1451additional information. \function{wait3()} doesn't take a process ID
1452as input, so it waits for any child process to exit and returns a
14533-tuple of \var{process-id}, \var{exit-status}, \var{resource-usage}
1454as returned from the \function{resource.getrusage()} function.
1455\function{wait4(\var{pid})} does take a process ID.
Andrew M. Kuchling6e3a66d2006-04-07 12:46:06 +00001456(Contributed by Chad J. Schroeder.)
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001457
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001458On FreeBSD, the \function{os.stat()} function now returns
1459times with nanosecond resolution, and the returned object
1460now has \member{st_gen} and \member{st_birthtime}.
1461The \member{st_flags} member is also available, if the platform supports it.
Andrew M. Kuchling6e3a66d2006-04-07 12:46:06 +00001462(Contributed by Antti Louko and Diego Petten\`o.)
1463% (Patch 1180695, 1212117)
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001464
Andrew M. Kuchlingb33842a2006-04-25 12:31:38 +00001465\item The Python debugger provided by the \module{pdb} module
1466can now store lists of commands to execute when a breakpoint is
George Yoshida3bbbc492006-04-25 14:09:58 +00001467reached and execution stops. Once breakpoint \#1 has been created,
Andrew M. Kuchlingb33842a2006-04-25 12:31:38 +00001468enter \samp{commands 1} and enter a series of commands to be executed,
1469finishing the list with \samp{end}. The command list can include
1470commands that resume execution, such as \samp{continue} or
1471\samp{next}. (Contributed by Gr\'egoire Dooms.)
1472% Patch 790710
1473
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001474\item The \module{pickle} and \module{cPickle} modules no
1475longer accept a return value of \code{None} from the
1476\method{__reduce__()} method; the method must return a tuple of
1477arguments instead. The ability to return \code{None} was deprecated
1478in Python 2.4, so this completes the removal of the feature.
1479
Andrew M. Kuchlingaa013da2006-04-29 12:10:43 +00001480\item The \module{pkgutil} module, containing various utility
1481functions for finding packages, was enhanced to support PEP 302's
1482import hooks and now also works for packages stored in ZIP-format archives.
1483(Contributed by Phillip J. Eby.)
1484
Andrew M. Kuchlingc9236112006-04-30 01:07:09 +00001485\item The pybench benchmark suite by Marc-Andr\'e~Lemburg is now
1486included in the \file{Tools/pybench} directory. The pybench suite is
1487an improvement on the commonly used \file{pystone.py} program because
1488pybench provides a more detailed measurement of the interpreter's
Andrew M. Kuchling3e134a52006-05-23 12:49:35 +00001489speed. It times particular operations such as function calls,
Andrew M. Kuchlingc9236112006-04-30 01:07:09 +00001490tuple slicing, method lookups, and numeric operations, instead of
1491performing many different operations and reducing the result to a
1492single number as \file{pystone.py} does.
1493
Andrew M. Kuchling01e3d262006-03-17 15:38:39 +00001494\item The old \module{regex} and \module{regsub} modules, which have been
1495deprecated ever since Python 2.0, have finally been deleted.
Andrew M. Kuchlingf4b06602006-03-17 15:39:52 +00001496Other deleted modules: \module{statcache}, \module{tzparse},
1497\module{whrandom}.
Andrew M. Kuchling01e3d262006-03-17 15:38:39 +00001498
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001499\item Also deleted: the \file{lib-old} directory,
Andrew M. Kuchling01e3d262006-03-17 15:38:39 +00001500which includes ancient modules such as \module{dircmp} and
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00001501\module{ni}, was removed. \file{lib-old} wasn't on the default
Andrew M. Kuchling01e3d262006-03-17 15:38:39 +00001502\code{sys.path}, so unless your programs explicitly added the directory to
1503\code{sys.path}, this removal shouldn't affect your code.
1504
Andrew M. Kuchling09612282006-04-30 21:19:49 +00001505\item The \module{rlcompleter} module is no longer
1506dependent on importing the \module{readline} module and
1507therefore now works on non-{\UNIX} platforms.
1508(Patch from Robert Kiendl.)
1509% Patch #1472854
1510
Andrew M. Kuchling07cf0722006-05-31 14:12:47 +00001511\item The \module{SimpleXMLRPCServer} and \module{DocXMLRPCServer}
1512classes now have a \member{rpc_paths} attribute that constrains
1513XML-RPC operations to a limited set of URL paths; the default is
1514to allow only \code{'/'} and \code{'/RPC2'}. Setting
1515\member{rpc_paths} to \code{None} or an empty tuple disables
1516this path checking.
1517% Bug #1473048
1518
Andrew M. Kuchling4678dc82006-01-15 16:11:28 +00001519\item The \module{socket} module now supports \constant{AF_NETLINK}
1520sockets on Linux, thanks to a patch from Philippe Biondi.
1521Netlink sockets are a Linux-specific mechanism for communications
1522between a user-space process and kernel code; an introductory
1523article about them is at \url{http://www.linuxjournal.com/article/7356}.
1524In Python code, netlink addresses are represented as a tuple of 2 integers,
1525\code{(\var{pid}, \var{group_mask})}.
1526
Andrew M. Kuchling230c3e12006-05-26 14:03:41 +00001527Two new methods on socket objects, \method{recv_buf(\var{buffer})} and
1528\method{recvfrom_buf(\var{buffer})}, store the received data in an object
1529that supports the buffer protocol instead of returning the data as a
1530string. This means you can put the data directly into an array or a
1531memory-mapped file.
1532
1533Socket objects also gained \method{getfamily()}, \method{gettype()},
1534and \method{getproto()} accessor methods to retrieve the family, type,
1535and protocol values for the socket.
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001536
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001537\item New module: the \module{spwd} module provides functions for
1538accessing the shadow password database on systems that support
1539shadow passwords.
Fred Drake2db76802004-12-01 05:05:47 +00001540
Andrew M. Kuchlingc6f5c872006-05-26 14:04:19 +00001541\item The \module{struct} is now faster because it
Andrew M. Kuchling230c3e12006-05-26 14:03:41 +00001542compiles format strings into \class{Struct} objects
1543with \method{pack()} and \method{unpack()} methods. This is similar
1544to how the \module{re} module lets you create compiled regular
1545expression objects. You can still use the module-level
1546\function{pack()} and \function{unpack()} functions; they'll create
1547\class{Struct} objects and cache them. Or you can use
1548\class{Struct} instances directly:
1549
1550\begin{verbatim}
1551s = struct.Struct('ih3s')
1552
1553data = s.pack(1972, 187, 'abc')
1554year, number, name = s.unpack(data)
1555\end{verbatim}
1556
1557You can also pack and unpack data to and from buffer objects directly
1558using the \method{pack_to(\var{buffer}, \var{offset}, \var{v1},
1559\var{v2}, ...)} and \method{unpack_from(\var{buffer}, \var{offset})}
1560methods. This lets you store data directly into an array or a
1561memory-mapped file.
1562
1563(\class{Struct} objects were implemented by Bob Ippolito at the
1564NeedForSpeed sprint. Support for buffer objects was added by Martin
1565Blais, also at the NeedForSpeed sprint.)
1566
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00001567\item The Python developers switched from CVS to Subversion during the 2.5
Andrew M. Kuchling230c3e12006-05-26 14:03:41 +00001568development process. Information about the exact build version is
1569available as the \code{sys.subversion} variable, a 3-tuple of
1570\code{(\var{interpreter-name}, \var{branch-name},
1571\var{revision-range})}. For example, at the time of writing my copy
1572of 2.5 was reporting \code{('CPython', 'trunk', '45313:45315')}.
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00001573
1574This information is also available to C extensions via the
1575\cfunction{Py_GetBuildInfo()} function that returns a
1576string of build information like this:
1577\code{"trunk:45355:45356M, Apr 13 2006, 07:42:19"}.
1578(Contributed by Barry Warsaw.)
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001579
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001580\item The \class{TarFile} class in the \module{tarfile} module now has
Georg Brandl08c02db2005-07-22 18:39:19 +00001581an \method{extractall()} method that extracts all members from the
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001582archive into the current working directory. It's also possible to set
1583a different directory as the extraction target, and to unpack only a
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001584subset of the archive's members.
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001585
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001586A tarfile's compression can be autodetected by
1587using the mode \code{'r|*'}.
1588% patch 918101
1589(Contributed by Lars Gust\"abel.)
Gregory P. Smithf21a5f72005-08-21 18:45:59 +00001590
Andrew M. Kuchlingf688cc52006-03-10 18:50:08 +00001591\item The \module{unicodedata} module has been updated to use version 4.1.0
1592of the Unicode character database. Version 3.2.0 is required
1593by some specifications, so it's still available as
George Yoshidaa2d6c8a2006-05-27 17:09:17 +00001594\member{unicodedata.ucd_3_2_0}.
Andrew M. Kuchlingf688cc52006-03-10 18:50:08 +00001595
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00001596\item The \module{webbrowser} module received a number of
1597enhancements.
1598It's now usable as a script with \code{python -m webbrowser}, taking a
1599URL as the argument; there are a number of switches
1600to control the behaviour (\programopt{-n} for a new browser window,
1601\programopt{-t} for a new tab). New module-level functions,
1602\function{open_new()} and \function{open_new_tab()}, were added
1603to support this. The module's \function{open()} function supports an
1604additional feature, an \var{autoraise} parameter that signals whether
1605to raise the open window when possible. A number of additional
1606browsers were added to the supported list such as Firefox, Opera,
1607Konqueror, and elinks. (Contributed by Oleg Broytmann and George
1608Brandl.)
1609% Patch #754022
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001610
Fredrik Lundh7e0aef02005-12-12 18:54:55 +00001611
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001612\item The \module{xmlrpclib} module now supports returning
1613 \class{datetime} objects for the XML-RPC date type. Supply
1614 \code{use_datetime=True} to the \function{loads()} function
1615 or the \class{Unmarshaller} class to enable this feature.
Andrew M. Kuchling6e3a66d2006-04-07 12:46:06 +00001616 (Contributed by Skip Montanaro.)
1617% Patch 1120353
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001618
Andrew M. Kuchlingd779b352006-05-16 16:11:54 +00001619\item The \module{zlib} module's \class{Compress} and \class{Decompress}
1620objects now support a \method{copy()} method that makes a copy of the
1621object's internal state and returns a new
1622\class{Compress} or \class{Decompress} object.
1623(Contributed by Chris AtLee.)
1624% Patch 1435422
Gregory P. Smithf21a5f72005-08-21 18:45:59 +00001625
Fred Drake114b8ca2005-03-21 05:47:11 +00001626\end{itemize}
Andrew M. Kuchlinge9b1bf42005-03-20 19:26:30 +00001627
Fred Drake2db76802004-12-01 05:05:47 +00001628
1629
1630%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001631\subsection{The ctypes package\label{module-ctypes}}
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001632
1633The \module{ctypes} package, written by Thomas Heller, has been added
1634to the standard library. \module{ctypes} lets you call arbitrary functions
Andrew M. Kuchling28c5f1f2006-04-13 02:04:42 +00001635in shared libraries or DLLs. Long-time users may remember the \module{dl} module, which
1636provides 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 +00001637
Andrew M. Kuchling28c5f1f2006-04-13 02:04:42 +00001638To load a shared library or DLL, you must create an instance of the
1639\class{CDLL} class and provide the name or path of the shared library
1640or DLL. Once that's done, you can call arbitrary functions
1641by accessing them as attributes of the \class{CDLL} object.
1642
1643\begin{verbatim}
1644import ctypes
1645
1646libc = ctypes.CDLL('libc.so.6')
1647result = libc.printf("Line of output\n")
1648\end{verbatim}
1649
1650Type constructors for the various C types are provided: \function{c_int},
1651\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
1652to change the wrapped value. Python integers and strings will be automatically
1653converted to the corresponding C types, but for other types you
1654must call the correct type constructor. (And I mean \emph{must};
1655getting it wrong will often result in the interpreter crashing
1656with a segmentation fault.)
1657
1658You 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
1659supposed to be immutable; breaking this rule will cause puzzling bugs. When you need a modifiable memory area,
Neal Norwitz5f5a69b2006-04-13 03:41:04 +00001660use \function{create_string_buffer()}:
Andrew M. Kuchling28c5f1f2006-04-13 02:04:42 +00001661
1662\begin{verbatim}
1663s = "this is a string"
1664buf = ctypes.create_string_buffer(s)
1665libc.strfry(buf)
1666\end{verbatim}
1667
1668C functions are assumed to return integers, but you can set
1669the \member{restype} attribute of the function object to
1670change this:
1671
1672\begin{verbatim}
1673>>> libc.atof('2.71828')
1674-1783957616
1675>>> libc.atof.restype = ctypes.c_double
1676>>> libc.atof('2.71828')
16772.71828
1678\end{verbatim}
1679
1680\module{ctypes} also provides a wrapper for Python's C API
1681as the \code{ctypes.pythonapi} object. This object does \emph{not}
1682release the global interpreter lock before calling a function, because the lock must be held when calling into the interpreter's code.
1683There's a \class{py_object()} type constructor that will create a
1684\ctype{PyObject *} pointer. A simple usage:
1685
1686\begin{verbatim}
1687import ctypes
1688
1689d = {}
1690ctypes.pythonapi.PyObject_SetItem(ctypes.py_object(d),
1691 ctypes.py_object("abc"), ctypes.py_object(1))
1692# d is now {'abc', 1}.
1693\end{verbatim}
1694
1695Don't forget to use \class{py_object()}; if it's omitted you end
1696up with a segmentation fault.
1697
1698\module{ctypes} has been around for a while, but people still write
1699and distribution hand-coded extension modules because you can't rely on \module{ctypes} being present.
1700Perhaps developers will begin to write
1701Python wrappers atop a library accessed through \module{ctypes} instead
1702of extension modules, now that \module{ctypes} is included with core Python.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001703
Andrew M. Kuchling28c5f1f2006-04-13 02:04:42 +00001704\begin{seealso}
1705
1706\seeurl{http://starship.python.net/crew/theller/ctypes/}
1707{The ctypes web page, with a tutorial, reference, and FAQ.}
1708
1709\end{seealso}
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001710
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00001711
1712%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001713\subsection{The ElementTree package\label{module-etree}}
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001714
1715A subset of Fredrik Lundh's ElementTree library for processing XML has
Andrew M. Kuchlinge3c958c2006-05-01 12:45:02 +00001716been added to the standard library as \module{xml.etree}. The
Georg Brandlce27a062006-04-11 06:27:12 +00001717available modules are
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001718\module{ElementTree}, \module{ElementPath}, and
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +00001719\module{ElementInclude} from ElementTree 1.2.6.
1720The \module{cElementTree} accelerator module is also included.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001721
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001722The rest of this section will provide a brief overview of using
1723ElementTree. Full documentation for ElementTree is available at
1724\url{http://effbot.org/zone/element-index.htm}.
1725
1726ElementTree represents an XML document as a tree of element nodes.
1727The text content of the document is stored as the \member{.text}
1728and \member{.tail} attributes of
1729(This is one of the major differences between ElementTree and
1730the Document Object Model; in the DOM there are many different
1731types of node, including \class{TextNode}.)
1732
1733The most commonly used parsing function is \function{parse()}, that
1734takes either a string (assumed to contain a filename) or a file-like
1735object and returns an \class{ElementTree} instance:
1736
1737\begin{verbatim}
Andrew M. Kuchlinge3c958c2006-05-01 12:45:02 +00001738from xml.etree import ElementTree as ET
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001739
1740tree = ET.parse('ex-1.xml')
1741
1742feed = urllib.urlopen(
1743 'http://planet.python.org/rss10.xml')
1744tree = ET.parse(feed)
1745\end{verbatim}
1746
1747Once you have an \class{ElementTree} instance, you
1748can call its \method{getroot()} method to get the root \class{Element} node.
1749
1750There's also an \function{XML()} function that takes a string literal
1751and returns an \class{Element} node (not an \class{ElementTree}).
1752This function provides a tidy way to incorporate XML fragments,
1753approaching the convenience of an XML literal:
1754
1755\begin{verbatim}
Andrew M. Kuchlinge3c958c2006-05-01 12:45:02 +00001756svg = ET.XML("""<svg width="10px" version="1.0">
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001757 </svg>""")
1758svg.set('height', '320px')
1759svg.append(elem1)
1760\end{verbatim}
1761
1762Each XML element supports some dictionary-like and some list-like
Andrew M. Kuchling075e0232006-04-11 13:14:56 +00001763access methods. Dictionary-like operations are used to access attribute
1764values, and list-like operations are used to access child nodes.
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001765
Andrew M. Kuchling075e0232006-04-11 13:14:56 +00001766\begin{tableii}{c|l}{code}{Operation}{Result}
1767 \lineii{elem[n]}{Returns n'th child element.}
1768 \lineii{elem[m:n]}{Returns list of m'th through n'th child elements.}
1769 \lineii{len(elem)}{Returns number of child elements.}
Andrew M. Kuchlinge3c958c2006-05-01 12:45:02 +00001770 \lineii{list(elem)}{Returns list of child elements.}
Andrew M. Kuchling075e0232006-04-11 13:14:56 +00001771 \lineii{elem.append(elem2)}{Adds \var{elem2} as a child.}
1772 \lineii{elem.insert(index, elem2)}{Inserts \var{elem2} at the specified location.}
1773 \lineii{del elem[n]}{Deletes n'th child element.}
1774 \lineii{elem.keys()}{Returns list of attribute names.}
1775 \lineii{elem.get(name)}{Returns value of attribute \var{name}.}
1776 \lineii{elem.set(name, value)}{Sets new value for attribute \var{name}.}
1777 \lineii{elem.attrib}{Retrieves the dictionary containing attributes.}
1778 \lineii{del elem.attrib[name]}{Deletes attribute \var{name}.}
1779\end{tableii}
1780
1781Comments and processing instructions are also represented as
1782\class{Element} nodes. To check if a node is a comment or processing
1783instructions:
1784
1785\begin{verbatim}
1786if elem.tag is ET.Comment:
1787 ...
1788elif elem.tag is ET.ProcessingInstruction:
1789 ...
1790\end{verbatim}
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001791
1792To generate XML output, you should call the
1793\method{ElementTree.write()} method. Like \function{parse()},
1794it can take either a string or a file-like object:
1795
1796\begin{verbatim}
1797# Encoding is US-ASCII
1798tree.write('output.xml')
1799
1800# Encoding is UTF-8
1801f = open('output.xml', 'w')
Andrew M. Kuchlinga8837012006-05-02 11:30:03 +00001802tree.write(f, encoding='utf-8')
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001803\end{verbatim}
1804
Andrew M. Kuchlinga8837012006-05-02 11:30:03 +00001805(Caution: the default encoding used for output is ASCII. For general
1806XML work, where an element's name may contain arbitrary Unicode
1807characters, ASCII isn't a very useful encoding because it will raise
1808an exception if an element's name contains any characters with values
1809greater than 127. Therefore, it's best to specify a different
1810encoding such as UTF-8 that can handle any Unicode character.)
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001811
Andrew M. Kuchling075e0232006-04-11 13:14:56 +00001812This section is only a partial description of the ElementTree interfaces.
1813Please read the package's official documentation for more details.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001814
Andrew M. Kuchling16ed5212006-04-10 22:28:11 +00001815\begin{seealso}
1816
1817\seeurl{http://effbot.org/zone/element-index.htm}
1818{Official documentation for ElementTree.}
1819
1820
1821\end{seealso}
1822
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001823
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00001824%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001825\subsection{The hashlib package\label{module-hashlib}}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001826
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00001827A new \module{hashlib} module, written by Gregory P. Smith,
1828has been added to replace the
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001829\module{md5} and \module{sha} modules. \module{hashlib} adds support
1830for additional secure hashes (SHA-224, SHA-256, SHA-384, and SHA-512).
1831When available, the module uses OpenSSL for fast platform optimized
1832implementations of algorithms.
1833
1834The old \module{md5} and \module{sha} modules still exist as wrappers
1835around hashlib to preserve backwards compatibility. The new module's
1836interface is very close to that of the old modules, but not identical.
1837The most significant difference is that the constructor functions
1838for creating new hashing objects are named differently.
1839
1840\begin{verbatim}
1841# Old versions
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001842h = md5.md5()
1843h = md5.new()
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001844
1845# New version
1846h = hashlib.md5()
1847
1848# Old versions
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001849h = sha.sha()
1850h = sha.new()
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001851
1852# New version
1853h = hashlib.sha1()
1854
1855# Hash that weren't previously available
1856h = hashlib.sha224()
1857h = hashlib.sha256()
1858h = hashlib.sha384()
1859h = hashlib.sha512()
1860
1861# Alternative form
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001862h = hashlib.new('md5') # Provide algorithm as a string
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001863\end{verbatim}
1864
1865Once a hash object has been created, its methods are the same as before:
1866\method{update(\var{string})} hashes the specified string into the
1867current digest state, \method{digest()} and \method{hexdigest()}
1868return the digest value as a binary string or a string of hex digits,
1869and \method{copy()} returns a new hashing object with the same digest state.
1870
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00001871
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00001872%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001873\subsection{The sqlite3 package\label{module-sqlite}}
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001874
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001875The pysqlite module (\url{http://www.pysqlite.org}), a wrapper for the
1876SQLite embedded database, has been added to the standard library under
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00001877the package name \module{sqlite3}.
1878
1879SQLite is a C library that provides a SQL-language database that
1880stores data in disk files without requiring a separate server process.
1881pysqlite was written by Gerhard H\"aring and provides a SQL interface
1882compliant with the DB-API 2.0 specification described by
1883\pep{249}. This means that it should be possible to write the first
1884version of your applications using SQLite for data storage. If
1885switching to a larger database such as PostgreSQL or Oracle is
1886later necessary, the switch should be relatively easy.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001887
1888If you're compiling the Python source yourself, note that the source
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00001889tree doesn't include the SQLite code, only the wrapper module.
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001890You'll need to have the SQLite libraries and headers installed before
1891compiling Python, and the build process will compile the module when
1892the necessary headers are available.
1893
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00001894To use the module, you must first create a \class{Connection} object
1895that represents the database. Here the data will be stored in the
1896\file{/tmp/example} file:
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001897
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00001898\begin{verbatim}
1899conn = sqlite3.connect('/tmp/example')
1900\end{verbatim}
1901
1902You can also supply the special name \samp{:memory:} to create
1903a database in RAM.
1904
1905Once you have a \class{Connection}, you can create a \class{Cursor}
1906object and call its \method{execute()} method to perform SQL commands:
1907
1908\begin{verbatim}
1909c = conn.cursor()
1910
1911# Create table
1912c.execute('''create table stocks
1913(date timestamp, trans varchar, symbol varchar,
1914 qty decimal, price decimal)''')
1915
1916# Insert a row of data
1917c.execute("""insert into stocks
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00001918 values ('2006-01-05','BUY','RHAT',100,35.14)""")
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00001919\end{verbatim}
1920
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00001921Usually your SQL operations will need to use values from Python
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00001922variables. You shouldn't assemble your query using Python's string
1923operations because doing so is insecure; it makes your program
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00001924vulnerable to an SQL injection attack.
1925
1926Instead, use SQLite's parameter substitution. Put \samp{?} as a
1927placeholder wherever you want to use a value, and then provide a tuple
1928of values as the second argument to the cursor's \method{execute()}
1929method. For example:
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00001930
1931\begin{verbatim}
1932# Never do this -- insecure!
1933symbol = 'IBM'
1934c.execute("... where symbol = '%s'" % symbol)
1935
1936# Do this instead
1937t = (symbol,)
Andrew M. Kuchling7e5abb92006-04-26 12:21:06 +00001938c.execute('select * from stocks where symbol=?', t)
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00001939
1940# Larger example
1941for t in (('2006-03-28', 'BUY', 'IBM', 1000, 45.00),
Andrew M. Kuchlingd058d002006-04-16 18:20:05 +00001942 ('2006-04-05', 'BUY', 'MSOFT', 1000, 72.00),
1943 ('2006-04-06', 'SELL', 'IBM', 500, 53.00),
1944 ):
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00001945 c.execute('insert into stocks values (?,?,?,?,?)', t)
1946\end{verbatim}
1947
1948To retrieve data after executing a SELECT statement, you can either
1949treat the cursor as an iterator, call the cursor's \method{fetchone()}
1950method to retrieve a single matching row,
1951or call \method{fetchall()} to get a list of the matching rows.
1952
1953This example uses the iterator form:
1954
1955\begin{verbatim}
1956>>> c = conn.cursor()
1957>>> c.execute('select * from stocks order by price')
1958>>> for row in c:
1959... print row
1960...
1961(u'2006-01-05', u'BUY', u'RHAT', 100, 35.140000000000001)
1962(u'2006-03-28', u'BUY', u'IBM', 1000, 45.0)
1963(u'2006-04-06', u'SELL', u'IBM', 500, 53.0)
1964(u'2006-04-05', u'BUY', u'MSOFT', 1000, 72.0)
1965>>>
1966\end{verbatim}
1967
Andrew M. Kuchlingd58baf82006-04-10 21:40:16 +00001968For more information about the SQL dialect supported by SQLite, see
1969\url{http://www.sqlite.org}.
1970
1971\begin{seealso}
1972
1973\seeurl{http://www.pysqlite.org}
1974{The pysqlite web page.}
1975
1976\seeurl{http://www.sqlite.org}
1977{The SQLite web page; the documentation describes the syntax and the
1978available data types for the supported SQL dialect.}
1979
1980\seepep{249}{Database API Specification 2.0}{PEP written by
1981Marc-Andr\'e Lemburg.}
1982
1983\end{seealso}
Andrew M. Kuchlingaf7ee992006-04-03 12:41:37 +00001984
Fred Drake2db76802004-12-01 05:05:47 +00001985
1986% ======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00001987\section{Build and C API Changes\label{build-api}}
Fred Drake2db76802004-12-01 05:05:47 +00001988
1989Changes to Python's build process and to the C API include:
1990
1991\begin{itemize}
1992
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +00001993\item The largest change to the C API came from \pep{353},
1994which modifies the interpreter to use a \ctype{Py_ssize_t} type
1995definition instead of \ctype{int}. See the earlier
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +00001996section~\ref{pep-353} for a discussion of this change.
Andrew M. Kuchling4d8cd892006-04-06 13:03:04 +00001997
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00001998\item The design of the bytecode compiler has changed a great deal, to
1999no longer generate bytecode by traversing the parse tree. Instead
Andrew M. Kuchlingdb85ed52005-10-23 21:52:59 +00002000the parse tree is converted to an abstract syntax tree (or AST), and it is
2001the abstract syntax tree that's traversed to produce the bytecode.
2002
Andrew M. Kuchling4e861952006-04-12 12:16:31 +00002003It's possible for Python code to obtain AST objects by using the
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00002004\function{compile()} built-in and specifying \code{_ast.PyCF_ONLY_AST}
2005as the value of the
Andrew M. Kuchling4e861952006-04-12 12:16:31 +00002006\var{flags} parameter:
2007
2008\begin{verbatim}
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00002009from _ast import PyCF_ONLY_AST
Andrew M. Kuchling4e861952006-04-12 12:16:31 +00002010ast = compile("""a=0
2011for i in range(10):
2012 a += i
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00002013""", "<string>", 'exec', PyCF_ONLY_AST)
Andrew M. Kuchling4e861952006-04-12 12:16:31 +00002014
2015assignment = ast.body[0]
2016for_loop = ast.body[1]
2017\end{verbatim}
2018
Andrew M. Kuchlingdb85ed52005-10-23 21:52:59 +00002019No documentation has been written for the AST code yet. To start
2020learning about it, read the definition of the various AST nodes in
2021\file{Parser/Python.asdl}. A Python script reads this file and
2022generates a set of C structure definitions in
2023\file{Include/Python-ast.h}. The \cfunction{PyParser_ASTFromString()}
2024and \cfunction{PyParser_ASTFromFile()}, defined in
2025\file{Include/pythonrun.h}, take Python source as input and return the
2026root of an AST representing the contents. This AST can then be turned
2027into a code object by \cfunction{PyAST_Compile()}. For more
2028information, read the source code, and then ask questions on
2029python-dev.
2030
2031% List of names taken from Jeremy's python-dev post at
2032% http://mail.python.org/pipermail/python-dev/2005-October/057500.html
2033The AST code was developed under Jeremy Hylton's management, and
2034implemented by (in alphabetical order) Brett Cannon, Nick Coghlan,
2035Grant Edwards, John Ehresman, Kurt Kaiser, Neal Norwitz, Tim Peters,
2036Armin Rigo, and Neil Schemenauer, plus the participants in a number of
2037AST sprints at conferences such as PyCon.
2038
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00002039\item The built-in set types now have an official C API. Call
2040\cfunction{PySet_New()} and \cfunction{PyFrozenSet_New()} to create a
2041new set, \cfunction{PySet_Add()} and \cfunction{PySet_Discard()} to
2042add and remove elements, and \cfunction{PySet_Contains} and
2043\cfunction{PySet_Size} to examine the set's state.
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00002044(Contributed by Raymond Hettinger.)
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00002045
Andrew M. Kuchling61434b62006-04-13 11:51:07 +00002046\item C code can now obtain information about the exact revision
2047of the Python interpreter by calling the
2048\cfunction{Py_GetBuildInfo()} function that returns a
2049string of build information like this:
2050\code{"trunk:45355:45356M, Apr 13 2006, 07:42:19"}.
2051(Contributed by Barry Warsaw.)
2052
Andrew M. Kuchlingb98d65c2006-05-27 11:26:33 +00002053\item Two new macros can be used to indicate C functions that are
2054local to the current file so that a faster calling convention can be
2055used. \cfunction{Py_LOCAL(\var{type})} declares the function as
2056returning a value of the specified \var{type} and uses a fast-calling
2057qualifier. \cfunction{Py_LOCAL_INLINE(\var{type})} does the same thing
2058and also requests the function be inlined. If
2059\cfunction{PY_LOCAL_AGGRESSIVE} is defined before \file{python.h} is
2060included, a set of more aggressive optimizations are enabled for the
2061module; you should benchmark the results to find out if these
2062optimizations actually make the code faster. (Contributed by Fredrik
2063Lundh at the NeedForSpeed sprint.)
2064
Andrew M. Kuchlingc6027232006-05-23 12:44:36 +00002065\item \cfunction{PyErr_NewException(\var{name}, \var{base},
2066\var{dict})} can now accept a tuple of base classes as its \var{base}
2067argument. (Contributed by Georg Brandl.)
2068
Andrew M. Kuchling29b3d082006-04-14 20:35:17 +00002069\item The CPython interpreter is still written in C, but
2070the code can now be compiled with a {\Cpp} compiler without errors.
2071(Implemented by Anthony Baxter, Martin von~L\"owis, Skip Montanaro.)
2072
Andrew M. Kuchling150e3492005-08-23 00:56:06 +00002073\item The \cfunction{PyRange_New()} function was removed. It was
2074never documented, never used in the core code, and had dangerously lax
2075error checking.
Fred Drake2db76802004-12-01 05:05:47 +00002076
2077\end{itemize}
2078
2079
2080%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00002081\subsection{Port-Specific Changes\label{ports}}
Fred Drake2db76802004-12-01 05:05:47 +00002082
Andrew M. Kuchling6fc69762006-04-13 12:37:21 +00002083\begin{itemize}
2084
2085\item MacOS X (10.3 and higher): dynamic loading of modules
2086now uses the \cfunction{dlopen()} function instead of MacOS-specific
2087functions.
2088
Andrew M. Kuchlingb37bcb52006-04-29 11:53:15 +00002089\item MacOS X: a \longprogramopt{enable-universalsdk} switch was added
2090to the \program{configure} script that compiles the interpreter as a
2091universal binary able to run on both PowerPC and Intel processors.
2092(Contributed by Ronald Oussoren.)
2093
Andrew M. Kuchling63fe9b52006-04-20 13:36:06 +00002094\item Windows: \file{.dll} is no longer supported as a filename extension for
2095extension modules. \file{.pyd} is now the only filename extension that will
2096be searched for.
2097
Andrew M. Kuchling6fc69762006-04-13 12:37:21 +00002098\end{itemize}
Fred Drake2db76802004-12-01 05:05:47 +00002099
2100
2101%======================================================================
2102\section{Other Changes and Fixes \label{section-other}}
2103
2104As usual, there were a bunch of other improvements and bugfixes
Andrew M. Kuchlingf688cc52006-03-10 18:50:08 +00002105scattered throughout the source tree. A search through the SVN change
Fred Drake2db76802004-12-01 05:05:47 +00002106logs finds there were XXX patches applied and YYY bugs fixed between
Andrew M. Kuchling92e24952004-12-03 13:54:09 +00002107Python 2.4 and 2.5. Both figures are likely to be underestimates.
Fred Drake2db76802004-12-01 05:05:47 +00002108
2109Some of the more notable changes are:
2110
2111\begin{itemize}
2112
Andrew M. Kuchling01e3d262006-03-17 15:38:39 +00002113\item Evan Jones's patch to obmalloc, first described in a talk
2114at PyCon DC 2005, was applied. Python 2.4 allocated small objects in
2115256K-sized arenas, but never freed arenas. With this patch, Python
2116will free arenas when they're empty. The net effect is that on some
2117platforms, when you allocate many objects, Python's memory usage may
2118actually drop when you delete them, and the memory may be returned to
2119the operating system. (Implemented by Evan Jones, and reworked by Tim
2120Peters.)
Fred Drake2db76802004-12-01 05:05:47 +00002121
Andrew M. Kuchlingf7c62902006-04-12 12:27:50 +00002122Note that this change means extension modules need to be more careful
Andrew M. Kuchling0f1955d2006-04-13 12:09:08 +00002123with how they allocate memory. Python's API has many different
Andrew M. Kuchlingf7c62902006-04-12 12:27:50 +00002124functions for allocating memory that are grouped into families. For
2125example, \cfunction{PyMem_Malloc()}, \cfunction{PyMem_Realloc()}, and
2126\cfunction{PyMem_Free()} are one family that allocates raw memory,
2127while \cfunction{PyObject_Malloc()}, \cfunction{PyObject_Realloc()},
2128and \cfunction{PyObject_Free()} are another family that's supposed to
2129be used for creating Python objects.
2130
2131Previously these different families all reduced to the platform's
2132\cfunction{malloc()} and \cfunction{free()} functions. This meant
2133it didn't matter if you got things wrong and allocated memory with the
2134\cfunction{PyMem} function but freed it with the \cfunction{PyObject}
2135function. With the obmalloc change, these families now do different
2136things, and mismatches will probably result in a segfault. You should
2137carefully test your C extension modules with Python 2.5.
2138
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00002139\item Coverity, a company that markets a source code analysis tool
2140 called Prevent, provided the results of their examination of the Python
Andrew M. Kuchling0f1955d2006-04-13 12:09:08 +00002141 source code. The analysis found about 60 bugs that
2142 were quickly fixed. Many of the bugs were refcounting problems, often
2143 occurring in error-handling code. See
2144 \url{http://scan.coverity.com} for the statistics.
Andrew M. Kuchling38f85072006-04-02 01:46:32 +00002145
Fred Drake2db76802004-12-01 05:05:47 +00002146\end{itemize}
2147
2148
2149%======================================================================
Andrew M. Kuchling98189242006-04-26 12:23:39 +00002150\section{Porting to Python 2.5\label{porting}}
Fred Drake2db76802004-12-01 05:05:47 +00002151
2152This section lists previously described changes that may require
2153changes to your code:
2154
2155\begin{itemize}
2156
Andrew M. Kuchling5f445bf2006-04-12 18:54:00 +00002157\item ASCII is now the default encoding for modules. It's now
2158a syntax error if a module contains string literals with 8-bit
2159characters but doesn't have an encoding declaration. In Python 2.4
2160this triggered a warning, not a syntax error.
2161
Andrew M. Kuchling3b4fb042006-04-13 12:49:39 +00002162\item Previously, the \member{gi_frame} attribute of a generator
2163was always a frame object. Because of the \pep{342} changes
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +00002164described in section~\ref{pep-342}, it's now possible
Andrew M. Kuchling3b4fb042006-04-13 12:49:39 +00002165for \member{gi_frame} to be \code{None}.
2166
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00002167
2168\item Library: The \module{pickle} and \module{cPickle} modules no
2169longer accept a return value of \code{None} from the
2170\method{__reduce__()} method; the method must return a tuple of
2171arguments instead. The modules also no longer accept the deprecated
2172\var{bin} keyword parameter.
2173
Andrew M. Kuchling07cf0722006-05-31 14:12:47 +00002174\item Library: The \module{SimpleXMLRPCServer} and \module{DocXMLRPCServer}
2175classes now have a \member{rpc_paths} attribute that constrains
2176XML-RPC operations to a limited set of URL paths; the default is
2177to allow only \code{'/'} and \code{'/RPC2'}. Setting
2178\member{rpc_paths} to \code{None} or an empty tuple disables
2179this path checking.
2180
Andrew M. Kuchlingf7c62902006-04-12 12:27:50 +00002181\item C API: Many functions now use \ctype{Py_ssize_t}
Andrew M. Kuchling42c6e2f2006-04-21 13:01:45 +00002182instead of \ctype{int} to allow processing more data on 64-bit
2183machines. Extension code may need to make the same change to avoid
2184warnings and to support 64-bit machines. See the earlier
Andrew M. Kuchlingfb08e732006-04-21 13:08:02 +00002185section~\ref{pep-353} for a discussion of this change.
Andrew M. Kuchlingf7c62902006-04-12 12:27:50 +00002186
2187\item C API:
2188The obmalloc changes mean that
2189you must be careful to not mix usage
2190of the \cfunction{PyMem_*()} and \cfunction{PyObject_*()}
2191families of functions. Memory allocated with
2192one family's \cfunction{*_Malloc()} must be
2193freed with the corresponding family's \cfunction{*_Free()} function.
2194
Fred Drake2db76802004-12-01 05:05:47 +00002195\end{itemize}
2196
2197
2198%======================================================================
2199\section{Acknowledgements \label{acks}}
2200
2201The author would like to thank the following people for offering
2202suggestions, corrections and assistance with various drafts of this
Andrew M. Kuchlinge3c958c2006-05-01 12:45:02 +00002203article: Phillip J. Eby, Kent Johnson, Martin von~L\"owis, Fredrik Lundh,
Andrew M. Kuchling356af462006-05-10 17:19:04 +00002204Gustavo Niemeyer, James Pryor, Mike Rovner, Scott Weikart, Thomas Wouters.
Fred Drake2db76802004-12-01 05:05:47 +00002205
2206\end{document}