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Fred Drake03e10312002-03-26 19:17:43 +00001\documentclass{howto}
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +00002% $Id$
3
4\title{What's New in Python 2.3}
Andrew M. Kuchling6f429c32002-11-19 13:09:00 +00005\release{0.04}
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +00006\author{A.M. Kuchling}
Andrew M. Kuchlingbc5e3cc2002-11-05 00:26:33 +00007\authoraddress{\email{amk@amk.ca}}
Fred Drake03e10312002-03-26 19:17:43 +00008
9\begin{document}
10\maketitle
11\tableofcontents
12
Andrew M. Kuchlingc61ec522002-08-04 01:20:05 +000013% MacOS framework-related changes (section of its own, probably)
Andrew M. Kuchlingf70a0a82002-06-10 13:22:46 +000014
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +000015%\section{Introduction \label{intro}}
16
17{\large This article is a draft, and is currently up to date for some
Andrew M. Kuchlingbc5e3cc2002-11-05 00:26:33 +000018random version of the CVS tree from early November 2002. Please send any
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +000019additions, comments or errata to the author.}
20
21This article explains the new features in Python 2.3. The tentative
Andrew M. Kuchling20e5abc2002-07-11 20:50:34 +000022release date of Python 2.3 is currently scheduled for some undefined
23time before the end of 2002.
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +000024
25This article doesn't attempt to provide a complete specification of
26the new features, but instead provides a convenient overview. For
27full details, you should refer to the documentation for Python 2.3,
28such as the
29\citetitle[http://www.python.org/doc/2.3/lib/lib.html]{Python Library
30Reference} and the
31\citetitle[http://www.python.org/doc/2.3/ref/ref.html]{Python
32Reference Manual}. If you want to understand the complete
33implementation and design rationale for a change, refer to the PEP for
34a particular new feature.
Fred Drake03e10312002-03-26 19:17:43 +000035
36
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +000037%======================================================================
Andrew M. Kuchlingbc465102002-08-20 01:34:06 +000038\section{PEP 218: A Standard Set Datatype}
39
40The new \module{sets} module contains an implementation of a set
41datatype. The \class{Set} class is for mutable sets, sets that can
42have members added and removed. The \class{ImmutableSet} class is for
43sets that can't be modified, and can be used as dictionary keys. Sets
44are built on top of dictionaries, so the elements within a set must be
45hashable.
46
Fred Drake5c4cf152002-11-13 14:59:06 +000047As a simple example,
Andrew M. Kuchlingbc465102002-08-20 01:34:06 +000048
49\begin{verbatim}
50>>> import sets
51>>> S = sets.Set([1,2,3])
52>>> S
53Set([1, 2, 3])
54>>> 1 in S
55True
56>>> 0 in S
57False
58>>> S.add(5)
59>>> S.remove(3)
60>>> S
61Set([1, 2, 5])
Fred Drake5c4cf152002-11-13 14:59:06 +000062>>>
Andrew M. Kuchlingbc465102002-08-20 01:34:06 +000063\end{verbatim}
64
65The union and intersection of sets can be computed with the
66\method{union()} and \method{intersection()} methods, or,
Fred Drake5c4cf152002-11-13 14:59:06 +000067alternatively, using the bitwise operators \code{\&} and \code{|}.
Andrew M. Kuchlingbc465102002-08-20 01:34:06 +000068Mutable sets also have in-place versions of these methods,
69\method{union_update()} and \method{intersection_update()}.
70
71\begin{verbatim}
72>>> S1 = sets.Set([1,2,3])
73>>> S2 = sets.Set([4,5,6])
74>>> S1.union(S2)
75Set([1, 2, 3, 4, 5, 6])
76>>> S1 | S2 # Alternative notation
77Set([1, 2, 3, 4, 5, 6])
Fred Drake5c4cf152002-11-13 14:59:06 +000078>>> S1.intersection(S2)
Andrew M. Kuchlingbc465102002-08-20 01:34:06 +000079Set([])
80>>> S1 & S2 # Alternative notation
81Set([])
82>>> S1.union_update(S2)
83Set([1, 2, 3, 4, 5, 6])
84>>> S1
85Set([1, 2, 3, 4, 5, 6])
Fred Drake5c4cf152002-11-13 14:59:06 +000086>>>
Andrew M. Kuchlingbc465102002-08-20 01:34:06 +000087\end{verbatim}
88
89It's also possible to take the symmetric difference of two sets. This
90is the set of all elements in the union that aren't in the
91intersection. An alternative way of expressing the symmetric
92difference is that it contains all elements that are in exactly one
93set. Again, there's an in-place version, with the ungainly name
94\method{symmetric_difference_update()}.
95
96\begin{verbatim}
97>>> S1 = sets.Set([1,2,3,4])
98>>> S2 = sets.Set([3,4,5,6])
99>>> S1.symmetric_difference(S2)
100Set([1, 2, 5, 6])
101>>> S1 ^ S2
102Set([1, 2, 5, 6])
103>>>
104\end{verbatim}
105
106There are also methods, \method{issubset()} and \method{issuperset()},
107for checking whether one set is a strict subset or superset of
108another:
109
110\begin{verbatim}
111>>> S1 = sets.Set([1,2,3])
112>>> S2 = sets.Set([2,3])
113>>> S2.issubset(S1)
114True
115>>> S1.issubset(S2)
116False
117>>> S1.issuperset(S2)
118True
119>>>
120\end{verbatim}
121
122
123\begin{seealso}
124
125\seepep{218}{Adding a Built-In Set Object Type}{PEP written by Greg V. Wilson.
126Implemented by Greg V. Wilson, Alex Martelli, and GvR.}
127
128\end{seealso}
129
130
131
132%======================================================================
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000133\section{PEP 255: Simple Generators\label{section-generators}}
Andrew M. Kuchlingf4dd65d2002-04-01 19:28:09 +0000134
135In Python 2.2, generators were added as an optional feature, to be
136enabled by a \code{from __future__ import generators} directive. In
1372.3 generators no longer need to be specially enabled, and are now
138always present; this means that \keyword{yield} is now always a
139keyword. The rest of this section is a copy of the description of
140generators from the ``What's New in Python 2.2'' document; if you read
141it when 2.2 came out, you can skip the rest of this section.
142
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000143You're doubtless familiar with how function calls work in Python or C.
144When you call a function, it gets a private namespace where its local
Andrew M. Kuchlingf4dd65d2002-04-01 19:28:09 +0000145variables are created. When the function reaches a \keyword{return}
146statement, the local variables are destroyed and the resulting value
147is returned to the caller. A later call to the same function will get
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000148a fresh new set of local variables. But, what if the local variables
Andrew M. Kuchlingf4dd65d2002-04-01 19:28:09 +0000149weren't thrown away on exiting a function? What if you could later
150resume the function where it left off? This is what generators
151provide; they can be thought of as resumable functions.
152
153Here's the simplest example of a generator function:
154
155\begin{verbatim}
156def generate_ints(N):
157 for i in range(N):
158 yield i
159\end{verbatim}
160
161A new keyword, \keyword{yield}, was introduced for generators. Any
162function containing a \keyword{yield} statement is a generator
163function; this is detected by Python's bytecode compiler which
Fred Drake5c4cf152002-11-13 14:59:06 +0000164compiles the function specially as a result.
Andrew M. Kuchlingf4dd65d2002-04-01 19:28:09 +0000165
166When you call a generator function, it doesn't return a single value;
167instead it returns a generator object that supports the iterator
168protocol. On executing the \keyword{yield} statement, the generator
169outputs the value of \code{i}, similar to a \keyword{return}
170statement. The big difference between \keyword{yield} and a
171\keyword{return} statement is that on reaching a \keyword{yield} the
172generator's state of execution is suspended and local variables are
173preserved. On the next call to the generator's \code{.next()} method,
174the function will resume executing immediately after the
175\keyword{yield} statement. (For complicated reasons, the
176\keyword{yield} statement isn't allowed inside the \keyword{try} block
177of a \code{try...finally} statement; read \pep{255} for a full
178explanation of the interaction between \keyword{yield} and
179exceptions.)
180
181Here's a sample usage of the \function{generate_ints} generator:
182
183\begin{verbatim}
184>>> gen = generate_ints(3)
185>>> gen
186<generator object at 0x8117f90>
187>>> gen.next()
1880
189>>> gen.next()
1901
191>>> gen.next()
1922
193>>> gen.next()
194Traceback (most recent call last):
Andrew M. Kuchling9f6e1042002-06-17 13:40:04 +0000195 File "stdin", line 1, in ?
196 File "stdin", line 2, in generate_ints
Andrew M. Kuchlingf4dd65d2002-04-01 19:28:09 +0000197StopIteration
198\end{verbatim}
199
200You could equally write \code{for i in generate_ints(5)}, or
201\code{a,b,c = generate_ints(3)}.
202
203Inside a generator function, the \keyword{return} statement can only
204be used without a value, and signals the end of the procession of
205values; afterwards the generator cannot return any further values.
206\keyword{return} with a value, such as \code{return 5}, is a syntax
207error inside a generator function. The end of the generator's results
208can also be indicated by raising \exception{StopIteration} manually,
209or by just letting the flow of execution fall off the bottom of the
210function.
211
212You could achieve the effect of generators manually by writing your
213own class and storing all the local variables of the generator as
214instance variables. For example, returning a list of integers could
215be done by setting \code{self.count} to 0, and having the
216\method{next()} method increment \code{self.count} and return it.
217However, for a moderately complicated generator, writing a
218corresponding class would be much messier.
219\file{Lib/test/test_generators.py} contains a number of more
220interesting examples. The simplest one implements an in-order
221traversal of a tree using generators recursively.
222
223\begin{verbatim}
224# A recursive generator that generates Tree leaves in in-order.
225def inorder(t):
226 if t:
227 for x in inorder(t.left):
228 yield x
229 yield t.label
230 for x in inorder(t.right):
231 yield x
232\end{verbatim}
233
234Two other examples in \file{Lib/test/test_generators.py} produce
235solutions for the N-Queens problem (placing $N$ queens on an $NxN$
236chess board so that no queen threatens another) and the Knight's Tour
237(a route that takes a knight to every square of an $NxN$ chessboard
Fred Drake5c4cf152002-11-13 14:59:06 +0000238without visiting any square twice).
Andrew M. Kuchlingf4dd65d2002-04-01 19:28:09 +0000239
240The idea of generators comes from other programming languages,
241especially Icon (\url{http://www.cs.arizona.edu/icon/}), where the
242idea of generators is central. In Icon, every
243expression and function call behaves like a generator. One example
244from ``An Overview of the Icon Programming Language'' at
245\url{http://www.cs.arizona.edu/icon/docs/ipd266.htm} gives an idea of
246what this looks like:
247
248\begin{verbatim}
249sentence := "Store it in the neighboring harbor"
250if (i := find("or", sentence)) > 5 then write(i)
251\end{verbatim}
252
253In Icon the \function{find()} function returns the indexes at which the
254substring ``or'' is found: 3, 23, 33. In the \keyword{if} statement,
255\code{i} is first assigned a value of 3, but 3 is less than 5, so the
256comparison fails, and Icon retries it with the second value of 23. 23
257is greater than 5, so the comparison now succeeds, and the code prints
258the value 23 to the screen.
259
260Python doesn't go nearly as far as Icon in adopting generators as a
261central concept. Generators are considered a new part of the core
262Python language, but learning or using them isn't compulsory; if they
263don't solve any problems that you have, feel free to ignore them.
264One novel feature of Python's interface as compared to
265Icon's is that a generator's state is represented as a concrete object
266(the iterator) that can be passed around to other functions or stored
267in a data structure.
268
269\begin{seealso}
270
271\seepep{255}{Simple Generators}{Written by Neil Schemenauer, Tim
272Peters, Magnus Lie Hetland. Implemented mostly by Neil Schemenauer
273and Tim Peters, with other fixes from the Python Labs crew.}
274
275\end{seealso}
276
277
278%======================================================================
Fred Drake13090e12002-08-22 16:51:08 +0000279\section{PEP 263: Source Code Encodings \label{section-encodings}}
Andrew M. Kuchling950725f2002-08-06 01:40:48 +0000280
281Python source files can now be declared as being in different
282character set encodings. Encodings are declared by including a
283specially formatted comment in the first or second line of the source
284file. For example, a UTF-8 file can be declared with:
285
286\begin{verbatim}
287#!/usr/bin/env python
288# -*- coding: UTF-8 -*-
289\end{verbatim}
290
291Without such an encoding declaration, the default encoding used is
Fred Drake5c4cf152002-11-13 14:59:06 +0000292ISO-8859-1, also known as Latin1.
Andrew M. Kuchling950725f2002-08-06 01:40:48 +0000293
294The encoding declaration only affects Unicode string literals; the
295text in the source code will be converted to Unicode using the
296specified encoding. Note that Python identifiers are still restricted
297to ASCII characters, so you can't have variable names that use
298characters outside of the usual alphanumerics.
299
300\begin{seealso}
301
302\seepep{263}{Defining Python Source Code Encodings}{Written by
Martin v. Löwisbd5e38d2002-10-07 18:52:29 +0000303Marc-Andr\'e Lemburg and Martin von L\"owis; implemented by SUZUKI
304Hisao and Martin von L\"owis.}
Andrew M. Kuchling950725f2002-08-06 01:40:48 +0000305
306\end{seealso}
307
308
309%======================================================================
Martin v. Löwisbd5e38d2002-10-07 18:52:29 +0000310\section{PEP 277: Unicode file name support for Windows NT}
Andrew M. Kuchling0f345562002-10-04 22:34:11 +0000311
Martin v. Löwisbd5e38d2002-10-07 18:52:29 +0000312On Windows NT, 2000, and XP, the system stores file names as Unicode
Andrew M. Kuchling0a6fa962002-10-09 12:11:10 +0000313strings. Traditionally, Python has represented file names as byte
314strings, which is inadequate because it renders some file names
Martin v. Löwisbd5e38d2002-10-07 18:52:29 +0000315inaccessible.
316
Andrew M. Kuchling0a6fa962002-10-09 12:11:10 +0000317Python now allows using arbitrary Unicode strings (within the
318limitations of the file system) for all functions that expect file
319names, in particular the \function{open()} built-in. If a Unicode
320string is passed to \function{os.listdir}, Python now returns a list
321of Unicode strings. A new function, \function{os.getcwdu()}, returns
322the current directory as a Unicode string.
Martin v. Löwisbd5e38d2002-10-07 18:52:29 +0000323
Andrew M. Kuchling0a6fa962002-10-09 12:11:10 +0000324Byte strings still work as file names, and Python will transparently
325convert them to Unicode using the \code{mbcs} encoding.
Martin v. Löwisbd5e38d2002-10-07 18:52:29 +0000326
Andrew M. Kuchling0a6fa962002-10-09 12:11:10 +0000327Other systems also allow Unicode strings as file names, but convert
328them to byte strings before passing them to the system which may cause
329a \exception{UnicodeError} to be raised. Applications can test whether
330arbitrary Unicode strings are supported as file names by checking
331\member{os.path.unicode_file_names}, a Boolean value.
Martin v. Löwisbd5e38d2002-10-07 18:52:29 +0000332
333\begin{seealso}
334
335\seepep{277}{Unicode file name support for Windows NT}{Written by Neil
336Hodgson; implemented by Neil Hodgson, Martin von L\"owis, and Mark
337Hammond.}
338
339\end{seealso}
Andrew M. Kuchling0f345562002-10-04 22:34:11 +0000340
341
342%======================================================================
Andrew M. Kuchlingf3676512002-04-15 02:27:55 +0000343\section{PEP 278: Universal Newline Support}
344
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000345The three major operating systems used today are Microsoft Windows,
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000346Apple's Macintosh OS, and the various \UNIX\ derivatives. A minor
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000347irritation is that these three platforms all use different characters
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000348to mark the ends of lines in text files. \UNIX\ uses character 10,
349the ASCII linefeed, while MacOS uses character 13, the ASCII carriage
350return, and Windows uses a two-character sequence of a carriage return
351plus a newline.
Andrew M. Kuchlingf3676512002-04-15 02:27:55 +0000352
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000353Python's file objects can now support end of line conventions other
354than the one followed by the platform on which Python is running.
Fred Drake5c4cf152002-11-13 14:59:06 +0000355Opening a file with the mode \code{'U'} or \code{'rU'} will open a file
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000356for reading in universal newline mode. All three line ending
Fred Drake5c4cf152002-11-13 14:59:06 +0000357conventions will be translated to a \character{\e n} in the strings
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000358returned by the various file methods such as \method{read()} and
Fred Drake5c4cf152002-11-13 14:59:06 +0000359\method{readline()}.
Andrew M. Kuchlingf3676512002-04-15 02:27:55 +0000360
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000361Universal newline support is also used when importing modules and when
362executing a file with the \function{execfile()} function. This means
363that Python modules can be shared between all three operating systems
364without needing to convert the line-endings.
365
Fred Drake5c4cf152002-11-13 14:59:06 +0000366This feature can be disabled at compile-time by specifying
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000367\longprogramopt{without-universal-newlines} when running Python's
Fred Drake5c4cf152002-11-13 14:59:06 +0000368\program{configure} script.
Andrew M. Kuchlingf3676512002-04-15 02:27:55 +0000369
370\begin{seealso}
371
Fred Drake5c4cf152002-11-13 14:59:06 +0000372\seepep{278}{Universal Newline Support}{Written
Andrew M. Kuchlingf3676512002-04-15 02:27:55 +0000373and implemented by Jack Jansen.}
374
375\end{seealso}
376
Andrew M. Kuchlingfad2f592002-05-10 21:00:05 +0000377
378%======================================================================
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000379\section{PEP 279: The \function{enumerate()} Built-in Function\label{section-enumerate}}
Andrew M. Kuchlingfad2f592002-05-10 21:00:05 +0000380
381A new built-in function, \function{enumerate()}, will make
382certain loops a bit clearer. \code{enumerate(thing)}, where
383\var{thing} is either an iterator or a sequence, returns a iterator
384that will return \code{(0, \var{thing[0]})}, \code{(1,
385\var{thing[1]})}, \code{(2, \var{thing[2]})}, and so forth. Fairly
386often you'll see code to change every element of a list that looks
387like this:
388
389\begin{verbatim}
390for i in range(len(L)):
391 item = L[i]
392 # ... compute some result based on item ...
393 L[i] = result
394\end{verbatim}
395
396This can be rewritten using \function{enumerate()} as:
397
398\begin{verbatim}
399for i, item in enumerate(L):
400 # ... compute some result based on item ...
401 L[i] = result
402\end{verbatim}
403
404
405\begin{seealso}
406
Fred Drake5c4cf152002-11-13 14:59:06 +0000407\seepep{279}{The enumerate() built-in function}{Written
Andrew M. Kuchlingfad2f592002-05-10 21:00:05 +0000408by Raymond D. Hettinger.}
409
410\end{seealso}
411
412
Andrew M. Kuchlingf3676512002-04-15 02:27:55 +0000413%======================================================================
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000414\section{PEP 282: The \module{logging} Package}
415
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000416A standard package for writing logs called \module{logging} has been
417added to Python 2.3. It provides a powerful and flexible way for
418components to generate logging output which can then be filtered and
419processed in various ways. A standard configuration file format can
420be used to control the logging behaviour of a program. Python comes
421with handlers that will write log records to standard error or to a
422file or socket, send them to the system log, or even e-mail them to a
423particular address, and of course it's also possible to write your own
424handler classes.
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000425
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000426Most application code will deal with one or more \class{Logger}
427objects, each one used by a particular subsystem of the application.
428Each \class{Logger} is identified by a name, and names are organized
429into a hierarchy using \samp{.} as the component separator. For
430example, you might have \class{Logger} instances named \samp{server},
431\samp{server.auth} and \samp{server.network}. The latter two
432instances fall under the \samp{server} \class{Logger} in the
433hierarchy. This means that if you turn up the verbosity for
434\samp{server} or direct \samp{server} messages to a different handler,
435the changes will also apply to records logged to \samp{server.auth}
Andrew M. Kuchlingb1e4bf92002-12-03 13:35:17 +0000436and \samp{server.network}. There's also a root \class{Logger} that's
437the parent of all other loggers.
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000438
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000439For simple uses, the \module{logging} package contains some
440convenience functions that always use the root log:
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000441
442\begin{verbatim}
443import logging
444
445logging.debug('Debugging information')
446logging.info('Informational message')
Andrew M. Kuchlingb1e4bf92002-12-03 13:35:17 +0000447logging.warn('Warning:config file %s not found', 'server.conf')
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000448logging.error('Error occurred')
449logging.critical('Critical error -- shutting down')
450\end{verbatim}
451
452This produces the following output:
453
454\begin{verbatim}
Andrew M. Kuchlingb1e4bf92002-12-03 13:35:17 +0000455WARN:root:Warning:config file server.conf not found
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000456ERROR:root:Error occurred
457CRITICAL:root:Critical error -- shutting down
458\end{verbatim}
459
460In the default configuration, informational and debugging messages are
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000461suppressed and the output is sent to standard error; you can change
462this by calling the \method{setLevel()} method on the root logger.
463
464Notice the \function{warn()} call's use of string formatting
465operators; all of the functions for logging messages take the
466arguments \code{(\var{msg}, \var{arg1}, \var{arg2}, ...)} and log the
467string resulting from \code{\var{msg} \% (\var{arg1}, \var{arg2},
468...)}.
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000469
470There's also an \function{exception()} function that records the most
471recent traceback. Any of the other functions will also record the
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000472traceback if you specify a true value for the keyword argument
473\code{exc_info}.
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000474
475\begin{verbatim}
476def f():
477 try: 1/0
478 except: logging.exception('Problem recorded')
479
480f()
481\end{verbatim}
482
483This produces the following output:
484
485\begin{verbatim}
486ERROR:root:Problem recorded
487Traceback (most recent call last):
488 File "t.py", line 6, in f
489 1/0
490ZeroDivisionError: integer division or modulo by zero
491\end{verbatim}
492
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000493Slightly more advanced programs will use a logger other than the root
494logger. The \function{getLogger(\var{name})} is used to get a
Andrew M. Kuchlingb1e4bf92002-12-03 13:35:17 +0000495particular log, creating it if it doesn't exist yet;
496\function{getLogger(None)} returns the root logger.
497
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000498
499\begin{verbatim}
500log = logging.getLogger('server')
501 ...
502log.info('Listening on port %i', port)
503 ...
504log.critical('Disk full')
505 ...
506\end{verbatim}
507
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000508There are more classes that can be customized. When a \class{Logger}
509instance is told to log a message, it creates a \class{LogRecord}
510instance that is sent to any number of different \class{Handler}
511instances. Loggers and handlers can also have an attached list of
512filters, and each filter can cause the \class{LogRecord} to be ignored
513or can modify the record before passing it along. \class{LogRecord}
514instances are converted to text by a \class{Formatter} class.
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000515
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000516Log records are usually propagated up the hierarchy, so a message
517logged to \samp{server.auth} is also seen by \samp{server} and
518\samp{root}, but a handler can prevent this by setting its
Andrew M. Kuchlingb6f79592002-11-29 19:43:45 +0000519\member{propagate} attribute to \code{False}.
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000520
521With all of these features the \module{logging} package should provide
522enough flexibility for even the most complicated applications. This
523is only a partial overview of the \module{logging} package's features,
524so please see the
Andrew M. Kuchling9e7453d2002-11-25 16:02:13 +0000525\ulink{package's reference documentation}{http://www.python.org/dev/doc/devel/lib/module-logging.html}
526for all of the details. Reading \pep{282} will also be helpful.
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000527
528
529\begin{seealso}
530
531\seepep{282}{A Logging System}{Written by Vinay Sajip and Trent Mick;
532implemented by Vinay Sajip.}
533
534\end{seealso}
535
536
537%======================================================================
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000538\section{PEP 285: The \class{bool} Type\label{section-bool}}
539
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000540A Boolean type was added to Python 2.3. Two new constants were added
541to the \module{__builtin__} module, \constant{True} and
542\constant{False}. The type object for this new type is named
543\class{bool}; the constructor for it takes any Python value and
544converts it to \constant{True} or \constant{False}.
545
546\begin{verbatim}
547>>> bool(1)
548True
549>>> bool(0)
550False
551>>> bool([])
552False
553>>> bool( (1,) )
554True
555\end{verbatim}
556
557Most of the standard library modules and built-in functions have been
558changed to return Booleans.
559
560\begin{verbatim}
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000561>>> obj = []
562>>> hasattr(obj, 'append')
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000563True
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000564>>> isinstance(obj, list)
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000565True
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000566>>> isinstance(obj, tuple)
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000567False
568\end{verbatim}
569
570Python's Booleans were added with the primary goal of making code
571clearer. For example, if you're reading a function and encounter the
Fred Drake5c4cf152002-11-13 14:59:06 +0000572statement \code{return 1}, you might wonder whether the \code{1}
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000573represents a truth value, or whether it's an index, or whether it's a
574coefficient that multiplies some other quantity. If the statement is
575\code{return True}, however, the meaning of the return value is quite
576clearly a truth value.
577
578Python's Booleans were not added for the sake of strict type-checking.
Andrew M. Kuchlinga2a206b2002-05-24 21:08:58 +0000579A very strict language such as Pascal would also prevent you
580performing arithmetic with Booleans, and would require that the
581expression in an \keyword{if} statement always evaluate to a Boolean.
582Python is not this strict, and it never will be. (\pep{285}
583explicitly says so.) So you can still use any expression in an
584\keyword{if}, even ones that evaluate to a list or tuple or some
585random object, and the Boolean type is a subclass of the
Andrew M. Kuchling821013e2002-05-06 17:46:39 +0000586\class{int} class, so arithmetic using a Boolean still works.
587
588\begin{verbatim}
589>>> True + 1
5902
591>>> False + 1
5921
593>>> False * 75
5940
595>>> True * 75
59675
597\end{verbatim}
598
599To sum up \constant{True} and \constant{False} in a sentence: they're
600alternative ways to spell the integer values 1 and 0, with the single
601difference that \function{str()} and \function{repr()} return the
Fred Drake5c4cf152002-11-13 14:59:06 +0000602strings \code{'True'} and \code{'False'} instead of \code{'1'} and
603\code{'0'}.
Andrew M. Kuchling3a52ff62002-04-03 22:44:47 +0000604
605\begin{seealso}
606
607\seepep{285}{Adding a bool type}{Written and implemented by GvR.}
608
609\end{seealso}
610
Michael W. Hudson5efaf7e2002-06-11 10:55:12 +0000611
Andrew M. Kuchling65b72822002-09-03 00:53:21 +0000612%======================================================================
613\section{PEP 293: Codec Error Handling Callbacks}
614
Martin v. Löwis20eae692002-10-07 19:01:07 +0000615When encoding a Unicode string into a byte string, unencodable
Andrew M. Kuchling0a6fa962002-10-09 12:11:10 +0000616characters may be encountered. So far, Python has allowed specifying
617the error processing as either ``strict'' (raising
618\exception{UnicodeError}), ``ignore'' (skip the character), or
619``replace'' (with question mark), defaulting to ``strict''. It may be
Andrew M. Kuchlingb492fa92002-11-27 19:11:10 +0000620desirable to specify an alternative processing of the error, such as
Andrew M. Kuchling0a6fa962002-10-09 12:11:10 +0000621inserting an XML character reference or HTML entity reference into the
622converted string.
Martin v. Löwis20eae692002-10-07 19:01:07 +0000623
Andrew M. Kuchlingb492fa92002-11-27 19:11:10 +0000624Python now has a flexible framework to add different processing
Andrew M. Kuchling0a6fa962002-10-09 12:11:10 +0000625strategies. New error handlers can be added with
Martin v. Löwis20eae692002-10-07 19:01:07 +0000626\function{codecs.register_error}. Codecs then can access the error
Andrew M. Kuchling0a6fa962002-10-09 12:11:10 +0000627handler with \function{codecs.lookup_error}. An equivalent C API has
628been added for codecs written in C. The error handler gets the
629necessary state information, such as the string being converted, the
630position in the string where the error was detected, and the target
631encoding. The handler can then either raise an exception, or return a
632replacement string.
Martin v. Löwis20eae692002-10-07 19:01:07 +0000633
634Two additional error handlers have been implemented using this
Andrew M. Kuchling0a6fa962002-10-09 12:11:10 +0000635framework: ``backslashreplace'' uses Python backslash quoting to
Andrew M. Kuchlingb492fa92002-11-27 19:11:10 +0000636represent unencodable characters and ``xmlcharrefreplace'' emits
Martin v. Löwis20eae692002-10-07 19:01:07 +0000637XML character references.
Andrew M. Kuchling65b72822002-09-03 00:53:21 +0000638
639\begin{seealso}
640
Fred Drake5c4cf152002-11-13 14:59:06 +0000641\seepep{293}{Codec Error Handling Callbacks}{Written and implemented by
Andrew M. Kuchling0a6fa962002-10-09 12:11:10 +0000642Walter D\"orwald.}
Andrew M. Kuchling65b72822002-09-03 00:53:21 +0000643
644\end{seealso}
645
646
647%======================================================================
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000648\section{Extended Slices\label{section-slices}}
Michael W. Hudson5efaf7e2002-06-11 10:55:12 +0000649
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000650Ever since Python 1.4, the slicing syntax has supported an optional
651third ``step'' or ``stride'' argument. For example, these are all
652legal Python syntax: \code{L[1:10:2]}, \code{L[:-1:1]},
653\code{L[::-1]}. This was added to Python included at the request of
654the developers of Numerical Python. However, the built-in sequence
655types of lists, tuples, and strings have never supported this feature,
656and you got a \exception{TypeError} if you tried it. Michael Hudson
Fred Drake5c4cf152002-11-13 14:59:06 +0000657contributed a patch that was applied to Python 2.3 and fixed this
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000658shortcoming.
659
660For example, you can now easily extract the elements of a list that
661have even indexes:
Fred Drakedf872a22002-07-03 12:02:01 +0000662
663\begin{verbatim}
664>>> L = range(10)
665>>> L[::2]
666[0, 2, 4, 6, 8]
667\end{verbatim}
668
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000669Negative values also work, so you can make a copy of the same list in
670reverse order:
Fred Drakedf872a22002-07-03 12:02:01 +0000671
672\begin{verbatim}
673>>> L[::-1]
674[9, 8, 7, 6, 5, 4, 3, 2, 1, 0]
675\end{verbatim}
Andrew M. Kuchling3a52ff62002-04-03 22:44:47 +0000676
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000677This also works for strings:
678
679\begin{verbatim}
680>>> s='abcd'
681>>> s[::2]
682'ac'
683>>> s[::-1]
684'dcba'
685\end{verbatim}
686
Michael W. Hudson4da01ed2002-07-19 15:48:56 +0000687as well as tuples and arrays.
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000688
Michael W. Hudson4da01ed2002-07-19 15:48:56 +0000689If you have a mutable sequence (i.e. a list or an array) you can
690assign to or delete an extended slice, but there are some differences
691in assignment to extended and regular slices. Assignment to a regular
692slice can be used to change the length of the sequence:
693
694\begin{verbatim}
695>>> a = range(3)
696>>> a
697[0, 1, 2]
698>>> a[1:3] = [4, 5, 6]
699>>> a
700[0, 4, 5, 6]
701\end{verbatim}
702
703but when assigning to an extended slice the list on the right hand
704side of the statement must contain the same number of items as the
705slice it is replacing:
706
707\begin{verbatim}
708>>> a = range(4)
709>>> a
710[0, 1, 2, 3]
711>>> a[::2]
712[0, 2]
713>>> a[::2] = range(0, -2, -1)
714>>> a
715[0, 1, -1, 3]
716>>> a[::2] = range(3)
717Traceback (most recent call last):
718 File "<stdin>", line 1, in ?
719ValueError: attempt to assign list of size 3 to extended slice of size 2
720\end{verbatim}
721
722Deletion is more straightforward:
723
724\begin{verbatim}
725>>> a = range(4)
726>>> a[::2]
727[0, 2]
728>>> del a[::2]
729>>> a
730[1, 3]
731\end{verbatim}
732
733One can also now pass slice objects to builtin sequences
734\method{__getitem__} methods:
735
736\begin{verbatim}
737>>> range(10).__getitem__(slice(0, 5, 2))
738[0, 2, 4]
739\end{verbatim}
740
741or use them directly in subscripts:
742
743\begin{verbatim}
744>>> range(10)[slice(0, 5, 2)]
745[0, 2, 4]
746\end{verbatim}
747
Andrew M. Kuchlingb6f79592002-11-29 19:43:45 +0000748To simplify implementing sequences that support extended slicing,
749slice objects now have a method \method{indices(\var{length})} which,
750given the length of a sequence, returns a \code{(start, stop, step)}
751tuple that can be passed directly to \function{range()}.
752\method{indices()} handles omitted and out-of-bounds indices in a
753manner consistent with regular slices (and this innocuous phrase hides
754a welter of confusing details!). The method is intended to be used
755like this:
Michael W. Hudson4da01ed2002-07-19 15:48:56 +0000756
757\begin{verbatim}
758class FakeSeq:
759 ...
760 def calc_item(self, i):
761 ...
762 def __getitem__(self, item):
763 if isinstance(item, slice):
Fred Drake5c4cf152002-11-13 14:59:06 +0000764 return FakeSeq([self.calc_item(i)
Michael W. Hudson4da01ed2002-07-19 15:48:56 +0000765 in range(*item.indices(len(self)))])
Fred Drake5c4cf152002-11-13 14:59:06 +0000766 else:
Michael W. Hudson4da01ed2002-07-19 15:48:56 +0000767 return self.calc_item(i)
768\end{verbatim}
769
Andrew M. Kuchling90e9a792002-08-15 00:40:21 +0000770From this example you can also see that the builtin ``\class{slice}''
771object is now the type object for the slice type, and is no longer a
772function. This is consistent with Python 2.2, where \class{int},
773\class{str}, etc., underwent the same change.
774
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000775
Andrew M. Kuchling3a52ff62002-04-03 22:44:47 +0000776%======================================================================
Fred Drakedf872a22002-07-03 12:02:01 +0000777\section{Other Language Changes}
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000778
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000779Here are all of the changes that Python 2.3 makes to the core Python
780language.
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000781
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000782\begin{itemize}
783\item The \keyword{yield} statement is now always a keyword, as
784described in section~\ref{section-generators} of this document.
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000785
Fred Drake5c4cf152002-11-13 14:59:06 +0000786\item A new built-in function \function{enumerate()}
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000787was added, as described in section~\ref{section-enumerate} of this
788document.
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000789
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000790\item Two new constants, \constant{True} and \constant{False} were
791added along with the built-in \class{bool} type, as described in
792section~\ref{section-bool} of this document.
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000793
Andrew M. Kuchling495172c2002-11-20 13:50:15 +0000794\item The \function{int()} type constructor will now return a long
795integer instead of raising an \exception{OverflowError} when a string
796or floating-point number is too large to fit into an integer. This
797can lead to the paradoxical result that
798\code{isinstance(int(\var{expression}), int)} is false, but that seems unlikely to cause problems in practice.
799
Fred Drake5c4cf152002-11-13 14:59:06 +0000800\item Built-in types now support the extended slicing syntax,
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000801as described in section~\ref{section-slices} of this document.
Andrew M. Kuchling517109b2002-05-07 21:01:16 +0000802
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000803\item Dictionaries have a new method, \method{pop(\var{key})}, that
804returns the value corresponding to \var{key} and removes that
805key/value pair from the dictionary. \method{pop()} will raise a
806\exception{KeyError} if the requested key isn't present in the
807dictionary:
808
809\begin{verbatim}
810>>> d = {1:2}
811>>> d
812{1: 2}
813>>> d.pop(4)
814Traceback (most recent call last):
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000815 File "stdin", line 1, in ?
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000816KeyError: 4
817>>> d.pop(1)
8182
819>>> d.pop(1)
820Traceback (most recent call last):
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +0000821 File "stdin", line 1, in ?
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000822KeyError: pop(): dictionary is empty
823>>> d
824{}
825>>>
826\end{verbatim}
827
Andrew M. Kuchlingb492fa92002-11-27 19:11:10 +0000828There's also a new class method,
829\method{dict.fromkeys(\var{iterable}, \var{value})}, that
830creates a dictionary with keys taken from the supplied iterator
831\var{iterable} and all values set to \var{value}, defaulting to
832\code{None}.
833
834(Patches contributed by Raymond Hettinger.)
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000835
Andrew M. Kuchling7a82b8c2002-11-04 20:17:24 +0000836\item The \keyword{assert} statement no longer checks the \code{__debug__}
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +0000837flag, so you can no longer disable assertions by assigning to \code{__debug__}.
Fred Drake5c4cf152002-11-13 14:59:06 +0000838Running Python with the \programopt{-O} switch will still generate
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +0000839code that doesn't execute any assertions.
840
841\item Most type objects are now callable, so you can use them
842to create new objects such as functions, classes, and modules. (This
843means that the \module{new} module can be deprecated in a future
844Python version, because you can now use the type objects available
845in the \module{types} module.)
846% XXX should new.py use PendingDeprecationWarning?
847For example, you can create a new module object with the following code:
848
849\begin{verbatim}
850>>> import types
851>>> m = types.ModuleType('abc','docstring')
852>>> m
853<module 'abc' (built-in)>
854>>> m.__doc__
855'docstring'
856\end{verbatim}
857
Fred Drake5c4cf152002-11-13 14:59:06 +0000858\item
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +0000859A new warning, \exception{PendingDeprecationWarning} was added to
860indicate features which are in the process of being
861deprecated. The warning will \emph{not} be printed by default. To
862check for use of features that will be deprecated in the future,
863supply \programopt{-Walways::PendingDeprecationWarning::} on the
864command line or use \function{warnings.filterwarnings()}.
865
866\item Using \code{None} as a variable name will now result in a
867\exception{SyntaxWarning} warning. In a future version of Python,
868\code{None} may finally become a keyword.
869
Andrew M. Kuchlingb60ea3f2002-11-15 14:37:10 +0000870\item The method resolution order used by new-style classes has
871changed, though you'll only notice the difference if you have a really
872complicated inheritance hierarchy. (Classic classes are unaffected by
873this change.) Python 2.2 originally used a topological sort of a
874class's ancestors, but 2.3 now uses the C3 algorithm as described in
Andrew M. Kuchling6f429c32002-11-19 13:09:00 +0000875the paper \ulink{``A Monotonic Superclass Linearization for
876Dylan''}{http://www.webcom.com/haahr/dylan/linearization-oopsla96.html}.
877To understand the motivation for this change, read the thread on
878python-dev starting with the message at
Andrew M. Kuchlingb60ea3f2002-11-15 14:37:10 +0000879\url{http://mail.python.org/pipermail/python-dev/2002-October/029035.html}.
880Samuele Pedroni first pointed out the problem and also implemented the
881fix by coding the C3 algorithm.
882
Andrew M. Kuchlingdcfd8252002-09-13 22:21:42 +0000883\item Python runs multithreaded programs by switching between threads
884after executing N bytecodes. The default value for N has been
885increased from 10 to 100 bytecodes, speeding up single-threaded
886applications by reducing the switching overhead. Some multithreaded
887applications may suffer slower response time, but that's easily fixed
888by setting the limit back to a lower number by calling
889\function{sys.setcheckinterval(\var{N})}.
890
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +0000891\item One minor but far-reaching change is that the names of extension
892types defined by the modules included with Python now contain the
Fred Drake5c4cf152002-11-13 14:59:06 +0000893module and a \character{.} in front of the type name. For example, in
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +0000894Python 2.2, if you created a socket and printed its
895\member{__class__}, you'd get this output:
896
897\begin{verbatim}
898>>> s = socket.socket()
899>>> s.__class__
900<type 'socket'>
901\end{verbatim}
902
903In 2.3, you get this:
904\begin{verbatim}
905>>> s.__class__
906<type '_socket.socket'>
907\end{verbatim}
908
Michael W. Hudson96bc3b42002-11-26 14:48:23 +0000909\item One of the noted incompatibilities between old- and new-style
910 classes has been removed: you can now assign to the
911 \member{__name__} and \member{__bases__} attributes of new-style
912 classes. There are some restrictions on what can be assigned to
913 \member{__bases__} along the lines of those relating to assigning to
914 an instance's \member{__class__} attribute.
915
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +0000916\end{itemize}
917
918
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000919%======================================================================
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +0000920\subsection{String Changes}
921
922\begin{itemize}
923
924\item The \code{in} operator now works differently for strings.
925Previously, when evaluating \code{\var{X} in \var{Y}} where \var{X}
926and \var{Y} are strings, \var{X} could only be a single character.
927That's now changed; \var{X} can be a string of any length, and
928\code{\var{X} in \var{Y}} will return \constant{True} if \var{X} is a
929substring of \var{Y}. If \var{X} is the empty string, the result is
930always \constant{True}.
931
932\begin{verbatim}
933>>> 'ab' in 'abcd'
934True
935>>> 'ad' in 'abcd'
936False
937>>> '' in 'abcd'
938True
939\end{verbatim}
940
941Note that this doesn't tell you where the substring starts; the
942\method{find()} method is still necessary to figure that out.
943
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000944\item The \method{strip()}, \method{lstrip()}, and \method{rstrip()}
945string methods now have an optional argument for specifying the
946characters to strip. The default is still to remove all whitespace
947characters:
948
949\begin{verbatim}
950>>> ' abc '.strip()
951'abc'
952>>> '><><abc<><><>'.strip('<>')
953'abc'
954>>> '><><abc<><><>\n'.strip('<>')
955'abc<><><>\n'
956>>> u'\u4000\u4001abc\u4000'.strip(u'\u4000')
957u'\u4001abc'
958>>>
959\end{verbatim}
960
Andrew M. Kuchling7a82b8c2002-11-04 20:17:24 +0000961(Suggested by Simon Brunning, and implemented by Walter D\"orwald.)
Andrew M. Kuchling346386f2002-07-12 20:24:42 +0000962
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +0000963\item The \method{startswith()} and \method{endswith()}
964string methods now accept negative numbers for the start and end
965parameters.
966
967\item Another new string method is \method{zfill()}, originally a
968function in the \module{string} module. \method{zfill()} pads a
969numeric string with zeros on the left until it's the specified width.
970Note that the \code{\%} operator is still more flexible and powerful
971than \method{zfill()}.
972
973\begin{verbatim}
974>>> '45'.zfill(4)
975'0045'
976>>> '12345'.zfill(4)
977'12345'
978>>> 'goofy'.zfill(6)
979'0goofy'
980\end{verbatim}
981
Andrew M. Kuchling346386f2002-07-12 20:24:42 +0000982(Contributed by Walter D\"orwald.)
983
Fred Drake5c4cf152002-11-13 14:59:06 +0000984\item A new type object, \class{basestring}, has been added.
Andrew M. Kuchling20e5abc2002-07-11 20:50:34 +0000985 Both 8-bit strings and Unicode strings inherit from this type, so
986 \code{isinstance(obj, basestring)} will return \constant{True} for
987 either kind of string. It's a completely abstract type, so you
988 can't create \class{basestring} instances.
989
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +0000990\item Interned strings are no longer immortal. Interned will now be
991garbage-collected in the usual way when the only reference to them is
992from the internal dictionary of interned strings. (Implemented by
993Oren Tirosh.)
994
995\end{itemize}
996
997
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +0000998%======================================================================
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +0000999\subsection{Optimizations}
1000
1001\begin{itemize}
1002
Andrew M. Kuchling950725f2002-08-06 01:40:48 +00001003\item The \method{sort()} method of list objects has been extensively
1004rewritten by Tim Peters, and the implementation is significantly
1005faster.
1006
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +00001007\item Multiplication of large long integers is now much faster thanks
1008to an implementation of Karatsuba multiplication, an algorithm that
1009scales better than the O(n*n) required for the grade-school
1010multiplication algorithm. (Original patch by Christopher A. Craig,
1011and significantly reworked by Tim Peters.)
Andrew M. Kuchling20e5abc2002-07-11 20:50:34 +00001012
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +00001013\item The \code{SET_LINENO} opcode is now gone. This may provide a
1014small speed increase, subject to your compiler's idiosyncrasies.
1015(Removed by Michael Hudson.)
Andrew M. Kuchling20e5abc2002-07-11 20:50:34 +00001016
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +00001017\item A number of small rearrangements have been made in various
1018hotspots to improve performance, inlining a function here, removing
1019some code there. (Implemented mostly by GvR, but lots of people have
1020contributed to one change or another.)
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +00001021
1022\end{itemize}
Neal Norwitzd68f5172002-05-29 15:54:55 +00001023
Andrew M. Kuchling6974aa92002-08-20 00:54:36 +00001024
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001025%======================================================================
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +00001026\section{New and Improved Modules}
1027
Andrew M. Kuchling821013e2002-05-06 17:46:39 +00001028As usual, Python's standard modules had a number of enhancements and
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001029bug fixes. Here's a partial list of the most notable changes, sorted
1030alphabetically by module name. Consult the
1031\file{Misc/NEWS} file in the source tree for a more
1032complete list of changes, or look through the CVS logs for all the
1033details.
Andrew M. Kuchling821013e2002-05-06 17:46:39 +00001034
1035\begin{itemize}
1036
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001037\item The \module{array} module now supports arrays of Unicode
Fred Drake5c4cf152002-11-13 14:59:06 +00001038characters using the \character{u} format character. Arrays also now
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001039support using the \code{+=} assignment operator to add another array's
1040contents, and the \code{*=} assignment operator to repeat an array.
1041(Contributed by Jason Orendorff.)
1042
Andrew M. Kuchling669249e2002-11-19 13:05:33 +00001043\item The \module{bsddb} module has been updated to version 3.4.0
1044of the \ulink{PyBSDDB}{http://pybsddb.sourceforge.net} package,
1045providing a more complete interface to the transactional features of
1046the BerkeleyDB library.
1047The old version of the module has been renamed to
1048\module{bsddb185} and is no longer built automatically; you'll
1049have to edit \file{Modules/Setup} to enable it. Note that the new
1050\module{bsddb} package is intended to be compatible with the
1051old module, so be sure to file bugs if you discover any
1052incompatibilities.
1053
Fred Drake5c4cf152002-11-13 14:59:06 +00001054\item The Distutils \class{Extension} class now supports
1055an extra constructor argument named \var{depends} for listing
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001056additional source files that an extension depends on. This lets
1057Distutils recompile the module if any of the dependency files are
Fred Drake5c4cf152002-11-13 14:59:06 +00001058modified. For example, if \file{sampmodule.c} includes the header
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001059file \file{sample.h}, you would create the \class{Extension} object like
1060this:
1061
1062\begin{verbatim}
1063ext = Extension("samp",
1064 sources=["sampmodule.c"],
1065 depends=["sample.h"])
1066\end{verbatim}
1067
1068Modifying \file{sample.h} would then cause the module to be recompiled.
1069(Contributed by Jeremy Hylton.)
1070
Andrew M. Kuchlingdc3f7e12002-11-04 20:05:10 +00001071\item Other minor changes to Distutils:
1072it now checks for the \envvar{CC}, \envvar{CFLAGS}, \envvar{CPP},
1073\envvar{LDFLAGS}, and \envvar{CPPFLAGS} environment variables, using
1074them to override the settings in Python's configuration (contributed
Andrew M. Kuchling53262572002-12-01 14:00:21 +00001075by Robert Weber); the \function{get_distutils_options()} method lists
Andrew M. Kuchlingdc3f7e12002-11-04 20:05:10 +00001076recently-added extensions to Distutils.
1077
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001078\item The \module{getopt} module gained a new function,
1079\function{gnu_getopt()}, that supports the same arguments as the existing
Fred Drake5c4cf152002-11-13 14:59:06 +00001080\function{getopt()} function but uses GNU-style scanning mode.
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001081The existing \function{getopt()} stops processing options as soon as a
1082non-option argument is encountered, but in GNU-style mode processing
1083continues, meaning that options and arguments can be mixed. For
1084example:
1085
1086\begin{verbatim}
1087>>> getopt.getopt(['-f', 'filename', 'output', '-v'], 'f:v')
1088([('-f', 'filename')], ['output', '-v'])
1089>>> getopt.gnu_getopt(['-f', 'filename', 'output', '-v'], 'f:v')
1090([('-f', 'filename'), ('-v', '')], ['output'])
1091\end{verbatim}
1092
1093(Contributed by Peter \AA{strand}.)
1094
1095\item The \module{grp}, \module{pwd}, and \module{resource} modules
Fred Drake5c4cf152002-11-13 14:59:06 +00001096now return enhanced tuples:
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001097
1098\begin{verbatim}
1099>>> import grp
1100>>> g = grp.getgrnam('amk')
1101>>> g.gr_name, g.gr_gid
1102('amk', 500)
1103\end{verbatim}
1104
Andrew M. Kuchling950725f2002-08-06 01:40:48 +00001105\item The new \module{heapq} module contains an implementation of a
1106heap queue algorithm. A heap is an array-like data structure that
Tim Peters85f7f832002-12-10 21:04:25 +00001107keeps items in a partially sorted order such that,
1108for every index k, heap[k] <= heap[2*k+1] and heap[k] <= heap[2*k+2].
1109This makes it quick to remove
Andrew M. Kuchling950725f2002-08-06 01:40:48 +00001110the smallest item, and inserting a new item while maintaining the heap
1111property is O(lg~n). (See
1112\url{http://www.nist.gov/dads/HTML/priorityque.html} for more
1113information about the priority queue data structure.)
1114
Andrew M. Kuchling8a61f492002-11-13 13:24:41 +00001115The \module{heapq} module provides \function{heappush()} and
Andrew M. Kuchling950725f2002-08-06 01:40:48 +00001116\function{heappop()} functions for adding and removing items while
1117maintaining the heap property on top of some other mutable Python
1118sequence type. For example:
1119
1120\begin{verbatim}
1121>>> import heapq
1122>>> heap = []
1123>>> for item in [3, 7, 5, 11, 1]:
1124... heapq.heappush(heap, item)
1125...
1126>>> heap
1127[1, 3, 5, 11, 7]
1128>>> heapq.heappop(heap)
11291
1130>>> heapq.heappop(heap)
11313
1132>>> heap
1133[5, 7, 11]
1134>>>
1135>>> heapq.heappush(heap, 5)
1136>>> heap = []
1137>>> for item in [3, 7, 5, 11, 1]:
1138... heapq.heappush(heap, item)
1139...
1140>>> heap
1141[1, 3, 5, 11, 7]
1142>>> heapq.heappop(heap)
11431
1144>>> heapq.heappop(heap)
11453
1146>>> heap
1147[5, 7, 11]
1148>>>
1149\end{verbatim}
1150
1151(Contributed by Kevin O'Connor.)
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001152
Fred Drake5c4cf152002-11-13 14:59:06 +00001153\item Two new functions in the \module{math} module,
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001154\function{degrees(\var{rads})} and \function{radians(\var{degs})},
Fred Drake5c4cf152002-11-13 14:59:06 +00001155convert between radians and degrees. Other functions in the
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001156\module{math} module such as
1157\function{math.sin()} and \function{math.cos()} have always required
1158input values measured in radians. (Contributed by Raymond Hettinger.)
1159
Andrew M. Kuchlingc309cca2002-10-10 16:04:08 +00001160\item Seven new functions, \function{getpgid()}, \function{killpg()},
1161\function{lchown()}, \function{major()}, \function{makedev()},
1162\function{minor()}, and \function{mknod()}, were added to the
1163\module{posix} module that underlies the \module{os} module.
1164(Contributed by Gustavo Niemeyer and Geert Jansen.)
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001165
Andrew M. Kuchling53262572002-12-01 14:00:21 +00001166\item The old and never-documented \module{linuxaudiodev} module has
1167been renamed to \module{ossaudiodev}, because the OSS sound drivers
1168can be used on platforms other than Linux. The interface has also
1169been tidied and brought up to date in various ways. (Contributed by
1170Greg Ward.)
1171
Fred Drake5c4cf152002-11-13 14:59:06 +00001172\item The parser objects provided by the \module{pyexpat} module
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001173can now optionally buffer character data, resulting in fewer calls to
1174your character data handler and therefore faster performance. Setting
Fred Drake5c4cf152002-11-13 14:59:06 +00001175the parser object's \member{buffer_text} attribute to \constant{True}
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001176will enable buffering.
1177
Andrew M. Kuchling8a61f492002-11-13 13:24:41 +00001178\item The \function{sample(\var{population}, \var{k})} function was
1179added to the \module{random} module. \var{population} is a sequence
1180containing the elements of a population, and \function{sample()}
1181chooses \var{k} elements from the population without replacing chosen
1182elements. \var{k} can be any value up to \code{len(\var{population})}.
1183For example:
1184
1185\begin{verbatim}
1186>>> pop = range(6) ; pop
1187[0, 1, 2, 3, 4, 5]
1188>>> random.sample(pop, 3) # Choose three elements
1189[0, 4, 3]
1190>>> random.sample(pop, 6) # Choose all six elements
1191[4, 5, 0, 3, 2, 1]
1192>>> random.sample(pop, 6) # Choose six again
1193[4, 2, 3, 0, 5, 1]
1194>>> random.sample(pop, 7) # Can't choose more than six
1195Traceback (most recent call last):
Andrew M. Kuchling28f2f882002-11-14 14:14:16 +00001196 File "<stdin>", line 1, in ?
1197 File "random.py", line 396, in sample
1198 raise ValueError, "sample larger than population"
Andrew M. Kuchling8a61f492002-11-13 13:24:41 +00001199ValueError: sample larger than population
1200>>>
1201\end{verbatim}
1202
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001203\item The \module{readline} module also gained a number of new
1204functions: \function{get_history_item()},
1205\function{get_current_history_length()}, and \function{redisplay()}.
1206
1207\item Support for more advanced POSIX signal handling was added
1208to the \module{signal} module by adding the \function{sigpending},
1209\function{sigprocmask} and \function{sigsuspend} functions, where supported
1210by the platform. These functions make it possible to avoid some previously
1211unavoidable race conditions.
1212
1213\item The \module{socket} module now supports timeouts. You
1214can call the \method{settimeout(\var{t})} method on a socket object to
1215set a timeout of \var{t} seconds. Subsequent socket operations that
1216take longer than \var{t} seconds to complete will abort and raise a
Fred Drake5c4cf152002-11-13 14:59:06 +00001217\exception{socket.error} exception.
Andrew M. Kuchlinga982eb12002-07-22 18:57:36 +00001218
1219The original timeout implementation was by Tim O'Malley. Michael
1220Gilfix integrated it into the Python \module{socket} module, after the
1221patch had undergone a lengthy review. After it was checked in, Guido
1222van~Rossum rewrote parts of it. This is a good example of the free
1223software development process in action.
1224
Mark Hammond8af50bc2002-12-03 06:13:35 +00001225\item On Windows, the \module{socket} module now ships with Secure
1226Sockets Library (SSL) support.
1227
Fred Drake5c4cf152002-11-13 14:59:06 +00001228\item The value of the C \constant{PYTHON_API_VERSION} macro is now exposed
Fred Drake583db0d2002-09-14 02:03:25 +00001229at the Python level as \code{sys.api_version}.
Andrew M. Kuchlingdcfd8252002-09-13 22:21:42 +00001230
Andrew M. Kuchling20e5abc2002-07-11 20:50:34 +00001231\item The new \module{textwrap} module contains functions for wrapping
Andrew M. Kuchlingd003a2a2002-06-26 13:23:55 +00001232strings containing paragraphs of text. The \function{wrap(\var{text},
1233\var{width})} function takes a string and returns a list containing
1234the text split into lines of no more than the chosen width. The
1235\function{fill(\var{text}, \var{width})} function returns a single
1236string, reformatted to fit into lines no longer than the chosen width.
1237(As you can guess, \function{fill()} is built on top of
1238\function{wrap()}. For example:
1239
1240\begin{verbatim}
1241>>> import textwrap
1242>>> paragraph = "Not a whit, we defy augury: ... more text ..."
1243>>> textwrap.wrap(paragraph, 60)
Fred Drake5c4cf152002-11-13 14:59:06 +00001244["Not a whit, we defy augury: there's a special providence in",
1245 "the fall of a sparrow. If it be now, 'tis not to come; if it",
Andrew M. Kuchlingd003a2a2002-06-26 13:23:55 +00001246 ...]
1247>>> print textwrap.fill(paragraph, 35)
1248Not a whit, we defy augury: there's
1249a special providence in the fall of
1250a sparrow. If it be now, 'tis not
1251to come; if it be not to come, it
1252will be now; if it be not now, yet
1253it will come: the readiness is all.
Fred Drake5c4cf152002-11-13 14:59:06 +00001254>>>
Andrew M. Kuchlingd003a2a2002-06-26 13:23:55 +00001255\end{verbatim}
1256
1257The module also contains a \class{TextWrapper} class that actually
Fred Drake5c4cf152002-11-13 14:59:06 +00001258implements the text wrapping strategy. Both the
Andrew M. Kuchlingd003a2a2002-06-26 13:23:55 +00001259\class{TextWrapper} class and the \function{wrap()} and
1260\function{fill()} functions support a number of additional keyword
1261arguments for fine-tuning the formatting; consult the module's
Fred Drake5c4cf152002-11-13 14:59:06 +00001262documentation for details.
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +00001263%XXX add a link to the module docs?
Andrew M. Kuchlingd003a2a2002-06-26 13:23:55 +00001264(Contributed by Greg Ward.)
1265
Andrew M. Kuchlingef5d06b2002-07-22 19:21:06 +00001266\item The \module{time} module's \function{strptime()} function has
Fred Drake5c4cf152002-11-13 14:59:06 +00001267long been an annoyance because it uses the platform C library's
Andrew M. Kuchlingef5d06b2002-07-22 19:21:06 +00001268\function{strptime()} implementation, and different platforms
1269sometimes have odd bugs. Brett Cannon contributed a portable
1270implementation that's written in pure Python, which should behave
1271identically on all platforms.
1272
Andrew M. Kuchling20e5abc2002-07-11 20:50:34 +00001273\item The DOM implementation
1274in \module{xml.dom.minidom} can now generate XML output in a
1275particular encoding, by specifying an optional encoding argument to
1276the \method{toxml()} and \method{toprettyxml()} methods of DOM nodes.
1277
Andrew M. Kuchlingbc5e3cc2002-11-05 00:26:33 +00001278\item The \function{*stat()} family of functions can now report
1279fractions of a second in a timestamp. Such time stamps are
1280represented as floats, similar to \function{time.time()}.
Martin v. Löwisf607bda2002-10-16 18:27:39 +00001281
Andrew M. Kuchlingbc5e3cc2002-11-05 00:26:33 +00001282During testing, it was found that some applications will break if time
1283stamps are floats. For compatibility, when using the tuple interface
Martin v. Löwisf607bda2002-10-16 18:27:39 +00001284of the \class{stat_result}, time stamps are represented as integers.
Andrew M. Kuchlingbc5e3cc2002-11-05 00:26:33 +00001285When using named fields (a feature first introduced in Python 2.2),
1286time stamps are still represented as ints, unless
1287\function{os.stat_float_times()} is invoked to enable float return
1288values:
Martin v. Löwisf607bda2002-10-16 18:27:39 +00001289
1290\begin{verbatim}
Andrew M. Kuchlingbc5e3cc2002-11-05 00:26:33 +00001291>>> os.stat("/tmp").st_mtime
12921034791200
Martin v. Löwisf607bda2002-10-16 18:27:39 +00001293>>> os.stat_float_times(True)
1294>>> os.stat("/tmp").st_mtime
12951034791200.6335014
1296\end{verbatim}
1297
Andrew M. Kuchlingbc5e3cc2002-11-05 00:26:33 +00001298In Python 2.4, the default will change to always returning floats.
Martin v. Löwisf607bda2002-10-16 18:27:39 +00001299
1300Application developers should use this feature only if all their
1301libraries work properly when confronted with floating point time
Andrew M. Kuchlingbc5e3cc2002-11-05 00:26:33 +00001302stamps, or if they use the tuple API. If used, the feature should be
1303activated on an application level instead of trying to enable it on a
Martin v. Löwisf607bda2002-10-16 18:27:39 +00001304per-use basis.
1305
Andrew M. Kuchlingb492fa92002-11-27 19:11:10 +00001306\item Calling Tcl methods through \module{_tkinter} no longer
1307returns only strings. Instead, if Tcl returns other objects those
1308objects are converted to their Python equivalent, if one exists, or
1309wrapped with a \class{_tkinter.Tcl_Obj} object if no Python equivalent
1310exists. This behaviour can be controlled through the
1311\method{wantobjects()} method of \class{tkapp} objects.
Martin v. Löwis39b48522002-11-26 09:47:25 +00001312
Andrew M. Kuchlingb492fa92002-11-27 19:11:10 +00001313When using \module{_tkinter} through the \module{Tkinter} module (as
1314most Tkinter applications will), this feature is always activated. It
1315should not cause compatibility problems, since Tkinter would always
1316convert string results to Python types where possible.
Martin v. Löwis39b48522002-11-26 09:47:25 +00001317
1318If any incompatibilities are found, the old behaviour can be restored
Andrew M. Kuchlingb492fa92002-11-27 19:11:10 +00001319by setting the \member{wantobjects} variable in the \module{Tkinter}
1320module to false before creating the first \class{tkapp} object.
Martin v. Löwis39b48522002-11-26 09:47:25 +00001321
1322\begin{verbatim}
1323import Tkinter
Martin v. Löwis8c8aa5d2002-11-26 21:39:48 +00001324Tkinter.wantobjects = 0
Martin v. Löwis39b48522002-11-26 09:47:25 +00001325\end{verbatim}
1326
Andrew M. Kuchlingb492fa92002-11-27 19:11:10 +00001327Please report any breakage caused by this change as a bug.
Martin v. Löwis39b48522002-11-26 09:47:25 +00001328
Andrew M. Kuchling821013e2002-05-06 17:46:39 +00001329\end{itemize}
1330
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +00001331
Andrew M. Kuchlingef5d06b2002-07-22 19:21:06 +00001332%======================================================================
Andrew M. Kuchling24d5a522002-11-14 23:40:42 +00001333\subsection{The \module{optparse} Module}
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +00001334
Andrew M. Kuchling24d5a522002-11-14 23:40:42 +00001335The \module{getopt} module provides simple parsing of command-line
1336arguments. The new \module{optparse} module (originally named Optik)
1337provides more elaborate command-line parsing that follows the Unix
1338conventions, automatically creates the output for \longprogramopt{help},
1339and can perform different actions
1340
1341You start by creating an instance of \class{OptionParser} and telling
1342it what your program's options are.
1343
1344\begin{verbatim}
1345from optparse import OptionParser
1346
1347op = OptionParser()
1348op.add_option('-i', '--input',
1349 action='store', type='string', dest='input',
1350 help='set input filename')
1351op.add_option('-l', '--length',
1352 action='store', type='int', dest='length',
1353 help='set maximum length of output')
1354\end{verbatim}
1355
1356Parsing a command line is then done by calling the \method{parse_args()}
1357method.
1358
1359\begin{verbatim}
1360options, args = op.parse_args(sys.argv[1:])
1361print options
1362print args
1363\end{verbatim}
1364
1365This returns an object containing all of the option values,
1366and a list of strings containing the remaining arguments.
1367
1368Invoking the script with the various arguments now works as you'd
1369expect it to. Note that the length argument is automatically
1370converted to an integer.
1371
1372\begin{verbatim}
1373$ ./python opt.py -i data arg1
1374<Values at 0x400cad4c: {'input': 'data', 'length': None}>
1375['arg1']
1376$ ./python opt.py --input=data --length=4
1377<Values at 0x400cad2c: {'input': 'data', 'length': 4}>
1378['arg1']
1379$
1380\end{verbatim}
1381
1382The help message is automatically generated for you:
1383
1384\begin{verbatim}
1385$ ./python opt.py --help
1386usage: opt.py [options]
1387
1388options:
1389 -h, --help show this help message and exit
1390 -iINPUT, --input=INPUT
1391 set input filename
1392 -lLENGTH, --length=LENGTH
1393 set maximum length of output
1394$
1395\end{verbatim}
Andrew M. Kuchling669249e2002-11-19 13:05:33 +00001396% $ prevent Emacs tex-mode from getting confused
Andrew M. Kuchling24d5a522002-11-14 23:40:42 +00001397
1398Optik was written by Greg Ward, with suggestions from the readers of
1399the Getopt SIG.
1400
1401\begin{seealso}
1402\seeurl{http://optik.sourceforge.net}
1403{The Optik site has tutorial and reference documentation for
1404\module{optparse}.
1405% XXX change to point to Python docs, when those docs get written.
1406}
1407\end{seealso}
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +00001408
1409
1410%======================================================================
Andrew M. Kuchlingef5d06b2002-07-22 19:21:06 +00001411\section{Specialized Object Allocator (pymalloc)\label{section-pymalloc}}
1412
1413An experimental feature added to Python 2.1 was a specialized object
1414allocator called pymalloc, written by Vladimir Marangozov. Pymalloc
1415was intended to be faster than the system \cfunction{malloc()} and have
1416less memory overhead for typical allocation patterns of Python
1417programs. The allocator uses C's \cfunction{malloc()} function to get
1418large pools of memory, and then fulfills smaller memory requests from
1419these pools.
1420
1421In 2.1 and 2.2, pymalloc was an experimental feature and wasn't
1422enabled by default; you had to explicitly turn it on by providing the
1423\longprogramopt{with-pymalloc} option to the \program{configure}
1424script. In 2.3, pymalloc has had further enhancements and is now
1425enabled by default; you'll have to supply
1426\longprogramopt{without-pymalloc} to disable it.
1427
1428This change is transparent to code written in Python; however,
1429pymalloc may expose bugs in C extensions. Authors of C extension
1430modules should test their code with the object allocator enabled,
1431because some incorrect code may cause core dumps at runtime. There
1432are a bunch of memory allocation functions in Python's C API that have
1433previously been just aliases for the C library's \cfunction{malloc()}
1434and \cfunction{free()}, meaning that if you accidentally called
1435mismatched functions, the error wouldn't be noticeable. When the
1436object allocator is enabled, these functions aren't aliases of
1437\cfunction{malloc()} and \cfunction{free()} any more, and calling the
1438wrong function to free memory may get you a core dump. For example,
1439if memory was allocated using \cfunction{PyObject_Malloc()}, it has to
1440be freed using \cfunction{PyObject_Free()}, not \cfunction{free()}. A
1441few modules included with Python fell afoul of this and had to be
1442fixed; doubtless there are more third-party modules that will have the
1443same problem.
1444
1445As part of this change, the confusing multiple interfaces for
1446allocating memory have been consolidated down into two API families.
1447Memory allocated with one family must not be manipulated with
1448functions from the other family.
1449
1450There is another family of functions specifically for allocating
1451Python \emph{objects} (as opposed to memory).
1452
1453\begin{itemize}
1454 \item To allocate and free an undistinguished chunk of memory use
1455 the ``raw memory'' family: \cfunction{PyMem_Malloc()},
1456 \cfunction{PyMem_Realloc()}, and \cfunction{PyMem_Free()}.
1457
1458 \item The ``object memory'' family is the interface to the pymalloc
1459 facility described above and is biased towards a large number of
1460 ``small'' allocations: \cfunction{PyObject_Malloc},
1461 \cfunction{PyObject_Realloc}, and \cfunction{PyObject_Free}.
1462
1463 \item To allocate and free Python objects, use the ``object'' family
1464 \cfunction{PyObject_New()}, \cfunction{PyObject_NewVar()}, and
1465 \cfunction{PyObject_Del()}.
1466\end{itemize}
1467
1468Thanks to lots of work by Tim Peters, pymalloc in 2.3 also provides
1469debugging features to catch memory overwrites and doubled frees in
1470both extension modules and in the interpreter itself. To enable this
1471support, turn on the Python interpreter's debugging code by running
Fred Drake5c4cf152002-11-13 14:59:06 +00001472\program{configure} with \longprogramopt{with-pydebug}.
Andrew M. Kuchlingef5d06b2002-07-22 19:21:06 +00001473
1474To aid extension writers, a header file \file{Misc/pymemcompat.h} is
1475distributed with the source to Python 2.3 that allows Python
1476extensions to use the 2.3 interfaces to memory allocation and compile
1477against any version of Python since 1.5.2. You would copy the file
1478from Python's source distribution and bundle it with the source of
1479your extension.
1480
1481\begin{seealso}
1482
1483\seeurl{http://cvs.sourceforge.net/cgi-bin/viewcvs.cgi/python/python/dist/src/Objects/obmalloc.c}
1484{For the full details of the pymalloc implementation, see
1485the comments at the top of the file \file{Objects/obmalloc.c} in the
1486Python source code. The above link points to the file within the
1487SourceForge CVS browser.}
1488
1489\end{seealso}
1490
1491
Andrew M. Kuchling821013e2002-05-06 17:46:39 +00001492% ======================================================================
1493\section{Build and C API Changes}
1494
Andrew M. Kuchling3c305d92002-07-22 18:50:11 +00001495Changes to Python's build process and to the C API include:
Andrew M. Kuchling821013e2002-05-06 17:46:39 +00001496
1497\begin{itemize}
1498
Andrew M. Kuchlingef5d06b2002-07-22 19:21:06 +00001499\item The C-level interface to the garbage collector has been changed,
1500to make it easier to write extension types that support garbage
1501collection, and to make it easier to debug misuses of the functions.
1502Various functions have slightly different semantics, so a bunch of
1503functions had to be renamed. Extensions that use the old API will
1504still compile but will \emph{not} participate in garbage collection,
1505so updating them for 2.3 should be considered fairly high priority.
1506
1507To upgrade an extension module to the new API, perform the following
1508steps:
1509
1510\begin{itemize}
1511
1512\item Rename \cfunction{Py_TPFLAGS_GC} to \cfunction{PyTPFLAGS_HAVE_GC}.
1513
1514\item Use \cfunction{PyObject_GC_New} or \cfunction{PyObject_GC_NewVar} to
1515allocate objects, and \cfunction{PyObject_GC_Del} to deallocate them.
1516
1517\item Rename \cfunction{PyObject_GC_Init} to \cfunction{PyObject_GC_Track} and
1518\cfunction{PyObject_GC_Fini} to \cfunction{PyObject_GC_UnTrack}.
1519
1520\item Remove \cfunction{PyGC_HEAD_SIZE} from object size calculations.
1521
1522\item Remove calls to \cfunction{PyObject_AS_GC} and \cfunction{PyObject_FROM_GC}.
1523
1524\end{itemize}
1525
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001526\item Python can now optionally be built as a shared library
1527(\file{libpython2.3.so}) by supplying \longprogramopt{enable-shared}
Fred Drake5c4cf152002-11-13 14:59:06 +00001528when running Python's \program{configure} script. (Contributed by Ondrej
Andrew M. Kuchlingfad2f592002-05-10 21:00:05 +00001529Palkovsky.)
Andrew M. Kuchlingf4dd65d2002-04-01 19:28:09 +00001530
Michael W. Hudsondd32a912002-08-15 14:59:02 +00001531\item The \csimplemacro{DL_EXPORT} and \csimplemacro{DL_IMPORT} macros
1532are now deprecated. Initialization functions for Python extension
1533modules should now be declared using the new macro
Andrew M. Kuchling3c305d92002-07-22 18:50:11 +00001534\csimplemacro{PyMODINIT_FUNC}, while the Python core will generally
1535use the \csimplemacro{PyAPI_FUNC} and \csimplemacro{PyAPI_DATA}
1536macros.
Neal Norwitzbba23a82002-07-22 13:18:59 +00001537
Fred Drake5c4cf152002-11-13 14:59:06 +00001538\item The interpreter can be compiled without any docstrings for
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +00001539the built-in functions and modules by supplying
Fred Drake5c4cf152002-11-13 14:59:06 +00001540\longprogramopt{without-doc-strings} to the \program{configure} script.
Andrew M. Kuchlinge995d162002-07-11 20:09:50 +00001541This makes the Python executable about 10\% smaller, but will also
1542mean that you can't get help for Python's built-ins. (Contributed by
1543Gustavo Niemeyer.)
1544
Andrew M. Kuchling20e5abc2002-07-11 20:50:34 +00001545\item The cycle detection implementation used by the garbage collection
1546has proven to be stable, so it's now being made mandatory; you can no
1547longer compile Python without it, and the
Fred Drake5c4cf152002-11-13 14:59:06 +00001548\longprogramopt{with-cycle-gc} switch to \program{configure} has been removed.
Andrew M. Kuchling20e5abc2002-07-11 20:50:34 +00001549
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001550\item The \cfunction{PyArg_NoArgs()} macro is now deprecated, and code
Andrew M. Kuchling7845e7c2002-07-11 19:27:46 +00001551that uses it should be changed. For Python 2.2 and later, the method
1552definition table can specify the
Fred Drake5c4cf152002-11-13 14:59:06 +00001553\constant{METH_NOARGS} flag, signalling that there are no arguments, and
Andrew M. Kuchling7845e7c2002-07-11 19:27:46 +00001554the argument checking can then be removed. If compatibility with
1555pre-2.2 versions of Python is important, the code could use
Fred Drake5c4cf152002-11-13 14:59:06 +00001556\code{PyArg_ParseTuple(args, "")} instead, but this will be slower
Andrew M. Kuchling7845e7c2002-07-11 19:27:46 +00001557than using \constant{METH_NOARGS}.
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +00001558
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001559\item A new function, \cfunction{PyObject_DelItemString(\var{mapping},
1560char *\var{key})} was added
Fred Drake5c4cf152002-11-13 14:59:06 +00001561as shorthand for
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001562\code{PyObject_DelItem(\var{mapping}, PyString_New(\var{key})}.
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +00001563
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +00001564\item The \method{xreadlines()} method of file objects, introduced in
1565Python 2.1, is no longer necessary because files now behave as their
1566own iterator. \method{xreadlines()} was originally introduced as a
1567faster way to loop over all the lines in a file, but now you can
1568simply write \code{for line in file_obj}.
1569
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001570\item File objects now manage their internal string buffer
Fred Drake5c4cf152002-11-13 14:59:06 +00001571differently by increasing it exponentially when needed.
1572This results in the benchmark tests in \file{Lib/test/test_bufio.py}
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001573speeding up from 57 seconds to 1.7 seconds, according to one
1574measurement.
1575
Andrew M. Kuchling72b58e02002-05-29 17:30:34 +00001576\item It's now possible to define class and static methods for a C
1577extension type by setting either the \constant{METH_CLASS} or
1578\constant{METH_STATIC} flags in a method's \ctype{PyMethodDef}
1579structure.
Andrew M. Kuchling45afd542002-04-02 14:25:25 +00001580
Andrew M. Kuchling346386f2002-07-12 20:24:42 +00001581\item Python now includes a copy of the Expat XML parser's source code,
1582removing any dependence on a system version or local installation of
Fred Drake5c4cf152002-11-13 14:59:06 +00001583Expat.
Andrew M. Kuchling346386f2002-07-12 20:24:42 +00001584
Andrew M. Kuchling821013e2002-05-06 17:46:39 +00001585\end{itemize}
1586
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +00001587
1588%======================================================================
Andrew M. Kuchling821013e2002-05-06 17:46:39 +00001589\subsection{Port-Specific Changes}
1590
Andrew M. Kuchling187b1d82002-05-29 19:20:57 +00001591Support for a port to IBM's OS/2 using the EMX runtime environment was
1592merged into the main Python source tree. EMX is a POSIX emulation
1593layer over the OS/2 system APIs. The Python port for EMX tries to
1594support all the POSIX-like capability exposed by the EMX runtime, and
1595mostly succeeds; \function{fork()} and \function{fcntl()} are
1596restricted by the limitations of the underlying emulation layer. The
1597standard OS/2 port, which uses IBM's Visual Age compiler, also gained
1598support for case-sensitive import semantics as part of the integration
1599of the EMX port into CVS. (Contributed by Andrew MacIntyre.)
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +00001600
Andrew M. Kuchling72b58e02002-05-29 17:30:34 +00001601On MacOS, most toolbox modules have been weaklinked to improve
1602backward compatibility. This means that modules will no longer fail
1603to load if a single routine is missing on the curent OS version.
Andrew M. Kuchling187b1d82002-05-29 19:20:57 +00001604Instead calling the missing routine will raise an exception.
1605(Contributed by Jack Jansen.)
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +00001606
Andrew M. Kuchling187b1d82002-05-29 19:20:57 +00001607The RPM spec files, found in the \file{Misc/RPM/} directory in the
1608Python source distribution, were updated for 2.3. (Contributed by
1609Sean Reifschneider.)
Fred Drake03e10312002-03-26 19:17:43 +00001610
Andrew M. Kuchling3e3e1292002-10-10 11:32:30 +00001611Python now supports AtheOS (\url{http://www.atheos.cx}) and GNU/Hurd.
Andrew M. Kuchling20e5abc2002-07-11 20:50:34 +00001612
Fred Drake03e10312002-03-26 19:17:43 +00001613
1614%======================================================================
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001615\section{Other Changes and Fixes}
1616
Andrew M. Kuchling7a82b8c2002-11-04 20:17:24 +00001617As usual, there were a bunch of other improvements and bugfixes
1618scattered throughout the source tree. A search through the CVS change
1619logs finds there were 289 patches applied and 323 bugs fixed between
1620Python 2.2 and 2.3. Both figures are likely to be underestimates.
1621
1622Some of the more notable changes are:
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001623
1624\begin{itemize}
1625
Fred Drake54fe3fd2002-11-26 22:07:35 +00001626\item The \file{regrtest.py} script now provides a way to allow ``all
1627resources except \var{foo}.'' A resource name passed to the
1628\programopt{-u} option can now be prefixed with a hyphen
1629(\character{-}) to mean ``remove this resource.'' For example, the
1630option `\code{\programopt{-u}all,-bsddb}' could be used to enable the
1631use of all resources except \code{bsddb}.
1632
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001633\item The tools used to build the documentation now work under Cygwin
1634as well as \UNIX.
1635
Michael W. Hudsondd32a912002-08-15 14:59:02 +00001636\item The \code{SET_LINENO} opcode has been removed. Back in the
1637mists of time, this opcode was needed to produce line numbers in
1638tracebacks and support trace functions (for, e.g., \module{pdb}).
1639Since Python 1.5, the line numbers in tracebacks have been computed
1640using a different mechanism that works with ``python -O''. For Python
16412.3 Michael Hudson implemented a similar scheme to determine when to
1642call the trace function, removing the need for \code{SET_LINENO}
1643entirely.
1644
Andrew M. Kuchling7a82b8c2002-11-04 20:17:24 +00001645It would be difficult to detect any resulting difference from Python
1646code, apart from a slight speed up when Python is run without
Michael W. Hudsondd32a912002-08-15 14:59:02 +00001647\programopt{-O}.
1648
1649C extensions that access the \member{f_lineno} field of frame objects
1650should instead call \code{PyCode_Addr2Line(f->f_code, f->f_lasti)}.
1651This will have the added effect of making the code work as desired
1652under ``python -O'' in earlier versions of Python.
1653
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001654\end{itemize}
1655
Andrew M. Kuchling187b1d82002-05-29 19:20:57 +00001656
Andrew M. Kuchling517109b2002-05-07 21:01:16 +00001657%======================================================================
Andrew M. Kuchling950725f2002-08-06 01:40:48 +00001658\section{Porting to Python 2.3}
1659
Andrew M. Kuchling8a61f492002-11-13 13:24:41 +00001660This section lists changes that may actually require changes to your code:
1661
1662\begin{itemize}
1663
1664\item \keyword{yield} is now always a keyword; if it's used as a
1665variable name in your code, a different name must be chosen.
1666
Andrew M. Kuchling8a61f492002-11-13 13:24:41 +00001667\item For strings \var{X} and \var{Y}, \code{\var{X} in \var{Y}} now works
1668if \var{X} is more than one character long.
1669
Andrew M. Kuchling495172c2002-11-20 13:50:15 +00001670\item The \function{int()} type constructor will now return a long
1671integer instead of raising an \exception{OverflowError} when a string
1672or floating-point number is too large to fit into an integer.
1673
Andrew M. Kuchlingb492fa92002-11-27 19:11:10 +00001674\item Calling Tcl methods through \module{_tkinter} no longer
1675returns only strings. Instead, if Tcl returns other objects those
1676objects are converted to their Python equivalent, if one exists, or
1677wrapped with a \class{_tkinter.Tcl_Obj} object if no Python equivalent
1678exists.
1679
Andrew M. Kuchling495172c2002-11-20 13:50:15 +00001680\item You can no longer disable assertions by assigning to \code{__debug__}.
1681
Andrew M. Kuchling8a61f492002-11-13 13:24:41 +00001682\item The Distutils \function{setup()} function has gained various new
Fred Drake5c4cf152002-11-13 14:59:06 +00001683keyword arguments such as \var{depends}. Old versions of the
Andrew M. Kuchling8a61f492002-11-13 13:24:41 +00001684Distutils will abort if passed unknown keywords. The fix is to check
1685for the presence of the new \function{get_distutil_options()} function
1686in your \file{setup.py} if you want to only support the new keywords
1687with a version of the Distutils that supports them:
1688
1689\begin{verbatim}
1690from distutils import core
1691
1692kw = {'sources': 'foo.c', ...}
1693if hasattr(core, 'get_distutil_options'):
1694 kw['depends'] = ['foo.h']
Fred Drake5c4cf152002-11-13 14:59:06 +00001695ext = Extension(**kw)
Andrew M. Kuchling8a61f492002-11-13 13:24:41 +00001696\end{verbatim}
1697
Andrew M. Kuchling495172c2002-11-20 13:50:15 +00001698\item Using \code{None} as a variable name will now result in a
1699\exception{SyntaxWarning} warning.
1700
1701\item Names of extension types defined by the modules included with
1702Python now contain the module and a \character{.} in front of the type
1703name.
1704
Andrew M. Kuchling8a61f492002-11-13 13:24:41 +00001705\end{itemize}
Andrew M. Kuchling950725f2002-08-06 01:40:48 +00001706
1707
1708%======================================================================
Fred Drake03e10312002-03-26 19:17:43 +00001709\section{Acknowledgements \label{acks}}
1710
Andrew M. Kuchling03594bb2002-03-27 02:29:48 +00001711The author would like to thank the following people for offering
1712suggestions, corrections and assistance with various drafts of this
Andrew M. Kuchling366c10c2002-11-14 23:07:57 +00001713article: Simon Brunning, Michael Chermside, Scott David Daniels,
1714Fred~L. Drake, Jr., Michael Hudson, Detlef Lannert, Martin von
1715L\"owis, Andrew MacIntyre, Lalo Martins, Gustavo Niemeyer, Neal
Andrew M. Kuchlingb1e4bf92002-12-03 13:35:17 +00001716Norwitz, Chris Reedy, Vinay Sajip, Neil Schemenauer, Jason Tishler.
Fred Drake03e10312002-03-26 19:17:43 +00001717
1718\end{document}