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Sun Jun 2 04:26:24 2002 UTC (24 years, 1 month ago) by wakaba
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1 wakaba 1.1 package Algorithm::Diff;
2     use strict;
3     use vars qw($VERSION @EXPORT_OK @ISA @EXPORT);
4     use integer; # see below in _replaceNextLargerWith() for mod to make
5     # if you don't use this
6     require Exporter;
7     @ISA = qw(Exporter);
8     @EXPORT = qw();
9     @EXPORT_OK = qw(LCS diff traverse_sequences);
10     $VERSION = sprintf('%d.%02d', (q$Revision: 1.10 $ =~ /\d+/g));
11    
12     # McIlroy-Hunt diff algorithm
13     # Adapted from the Smalltalk code of Mario I. Wolczko, <mario@wolczko.com>
14     # by Ned Konz, perl@bike-nomad.com
15    
16     =head1 NAME
17    
18     Algorithm::Diff - Compute `intelligent' differences between two files / lists
19    
20     =head1 SYNOPSIS
21    
22     use Algorithm::Diff qw(diff LCS traverse_sequences);
23    
24     @lcs = LCS( \@seq1, \@seq2 );
25    
26     @lcs = LCS( \@seq1, \@seq2, $key_generation_function );
27    
28     $lcsref = LCS( \@seq1, \@seq2 );
29    
30     $lcsref = LCS( \@seq1, \@seq2, $key_generation_function );
31    
32     @diffs = diff( \@seq1, \@seq2 );
33    
34     @diffs = diff( \@seq1, \@seq2, $key_generation_function );
35    
36     traverse_sequences( \@seq1, \@seq2,
37     { MATCH => $callback,
38     DISCARD_A => $callback,
39     DISCARD_B => $callback,
40     } );
41    
42     traverse_sequences( \@seq1, \@seq2,
43     { MATCH => $callback,
44     DISCARD_A => $callback,
45     DISCARD_B => $callback,
46     },
47     $key_generation_function );
48    
49     =head1 INTRODUCTION
50    
51     (by Mark-Jason Dominus)
52    
53     I once read an article written by the authors of C<diff>; they said
54     that they hard worked very hard on the algorithm until they found the
55     right one.
56    
57     I think what they ended up using (and I hope someone will correct me,
58     because I am not very confident about this) was the `longest common
59     subsequence' method. in the LCS problem, you have two sequences of
60     items:
61    
62     a b c d f g h j q z
63    
64     a b c d e f g i j k r x y z
65    
66     and you want to find the longest sequence of items that is present in
67     both original sequences in the same order. That is, you want to find
68     a new sequence I<S> which can be obtained from the first sequence by
69     deleting some items, and from the secend sequence by deleting other
70     items. You also want I<S> to be as long as possible. In this case
71     I<S> is
72    
73     a b c d f g j z
74    
75     From there it's only a small step to get diff-like output:
76    
77     e h i k q r x y
78     + - + + - + + +
79    
80     This module solves the LCS problem. It also includes a canned
81     function to generate C<diff>-like output.
82    
83     It might seem from the example above that the LCS of two sequences is
84     always pretty obvious, but that's not always the case, especially when
85     the two sequences have many repeated elements. For example, consider
86    
87     a x b y c z p d q
88     a b c a x b y c z
89    
90     A naive approach might start by matching up the C<a> and C<b> that
91     appear at the beginning of each sequence, like this:
92    
93     a x b y c z p d q
94     a b c a b y c z
95    
96     This finds the common subsequence C<a b c z>. But actually, the LCS
97     is C<a x b y c z>:
98    
99     a x b y c z p d q
100     a b c a x b y c z
101    
102     =head1 USAGE
103    
104     This module provides three exportable functions, which we'll deal with in
105     ascending order of difficulty: C<LCS>, C<diff>, and
106     C<traverse_sequences>.
107    
108     =head2 C<LCS>
109    
110     Given references to two lists of items, LCS returns an array containing their
111     longest common subsequence. In scalar context, it returns a reference to
112     such a list.
113    
114     @lcs = LCS( \@seq1, \@seq2 );
115     $lcsref = LCS( \@seq1, \@seq2 );
116    
117     C<LCS> may be passed an optional third parameter; this is a CODE
118     reference to a key generation function. See L</KEY GENERATION
119     FUNCTIONS>.
120    
121     @lcs = LCS( \@seq1, \@seq2, $keyGen );
122     $lcsref = LCS( \@seq1, \@seq2, $keyGen );
123    
124     Additional parameters, if any, will be passed to the key generation
125     routine.
126    
127     =head2 C<diff>
128    
129     @diffs = diff( \@seq1, \@seq2 );
130     $diffs_ref = diff( \@seq1, \@seq2 );
131    
132     C<diff> computes the smallest set of additions and deletions necessary
133     to turn the first sequence into the second, and returns a description
134     of these changes. The description is a list of I<hunks>; each hunk
135     represents a contiguous section of items which should be added,
136     deleted, or replaced. The return value of C<diff> is a list of
137     hunks, or, in scalar context, a reference to such a list.
138    
139     Here is an example: The diff of the following two sequences:
140    
141     a b c e h j l m n p
142     b c d e f j k l m r s t
143    
144     Result:
145    
146     [
147     [ [ '-', 0, 'a' ] ],
148    
149     [ [ '+', 2, 'd' ] ],
150    
151     [ [ '-', 4, 'h' ] ,
152     [ '+', 4, 'f' ] ],
153    
154     [ [ '+', 6, 'k' ] ],
155    
156     [ [ '-', 8, 'n' ],
157     [ '-', 9, 'p' ],
158     [ '+', 9, 'r' ],
159     [ '+', 10, 's' ],
160     [ '+', 11, 't' ],
161     ]
162     ]
163    
164     There are five hunks here. The first hunk says that the C<a> at
165     position 0 of the first sequence should be deleted (C<->). The second
166     hunk says that the C<d> at position 2 of the second sequence should
167     be inserted (C<+>). The third hunk says that the C<h> at position 4
168     of the first sequence should be removed and replaced with the C<f>
169     from position 4 of the second sequence. The other two hunks similarly.
170    
171     C<diff> may be passed an optional third parameter; this is a CODE
172     reference to a key generation function. See L</KEY GENERATION
173     FUNCTIONS>.
174    
175     Additional parameters, if any, will be passed to the key generation
176     routine.
177    
178     =head2 C<traverse_sequences>
179    
180     C<traverse_sequences> is the most general facility provided by this
181     module; C<diff> and C<LCS> are implemented as calls to it.
182    
183     Imagine that there are two arrows. Arrow A points to an element of
184     sequence A, and arrow B points to an element of the sequence B.
185     Initially, the arrows point to the first elements of the respective
186     sequences. C<traverse_sequences> will advance the arrows through the
187     sequences one element at a time, calling an appropriate user-specified
188     callback function before each advance. It willadvance the arrows in
189     such a way that if there are equal elements C<$A[$i]> and C<$B[$j]>
190     which are equal and which are part of the LCS, there will be some
191     moment during the execution of C<traverse_sequences> when arrow A is
192     pointing to C<$A[$i]> and arrow B is pointing to C<$B[$j]>. When this
193     happens, C<traverse_sequences> will call the C<MATCH> callback
194     function and then it will advance both arrows.
195    
196     Otherwise, one of the arrows is pointing to an element of its sequence
197     that is not part of the LCS. C<traverse_sequences> will advance that
198     arrow and will call the C<DISCARD_A> or the C<DISCARD_B> callback,
199     depending on which arrow it advanced. If both arrows point to
200     elements that are not part of the LCS, then C<traverse_sequences> will
201     advance one of them and call the appropriate callback, but it is not
202     specified which it will call.
203    
204     The arguments to C<traverse_sequences> are the two sequences to
205     traverse, and a callback which specifies the callback functions, like
206     this:
207    
208     traverse_sequences( \@seq1, \@seq2,
209     { MATCH => $callback_1,
210     DISCARD_A => $callback_2,
211     DISCARD_B => $callback_3,
212     } );
213    
214     Callbacks are invoked with at least the indices of the two arrows as
215     their arguments. They are not expected to return any values. If a
216     callback is omitted from the table, it is not called.
217    
218     If arrow A reaches the end of its sequence, before arrow B does,
219     C<traverse_sequences> will call the C<A_FINISHED> callback when it
220     advances arrow B, if there is such a function; if not it will call
221     C<DISCARD_B> instead. Similarly if arrow B finishes first.
222     C<traverse_sequences> returns when both arrows are at the ends of
223     their respective sequences. It returns true on success and false on
224     failure. At present there is no way to fail.
225    
226     C<traverse_sequences> may be passed an optional fourth parameter; this
227     is a CODE reference to a key generation function. See L</KEY
228     GENERATION FUNCTIONS>.
229    
230     Additional parameters, if any, will be passed to the key generation
231     function.
232    
233     =head1 KEY GENERATION FUNCTIONS
234    
235     C<diff>, C<LCS>, and C<traverse_sequences> accept an optional last parameter.
236     This is a CODE reference to a key generating (hashing) function that should
237     return a string that uniquely identifies a given element.
238     It should be the case that if two elements are to be considered equal,
239     their keys should be the same (and the other way around).
240     If no key generation function is provided, the key will be the
241     element as a string.
242    
243     By default, comparisons will use "eq" and elements will be turned into keys
244     using the default stringizing operator '""'.
245    
246     Where this is important is when you're comparing something other than
247     strings. If it is the case that you have multiple different objects
248     that should be considered to be equal, you should supply a key
249     generation function. Otherwise, you have to make sure that your arrays
250     contain unique references.
251    
252     For instance, consider this example:
253    
254     package Person;
255    
256     sub new
257     {
258     my $package = shift;
259     return bless { name => '', ssn => '', @_ }, $package;
260     }
261    
262     sub clone
263     {
264     my $old = shift;
265     my $new = bless { %$old }, ref($old);
266     }
267    
268     sub hash
269     {
270     return shift()->{'ssn'};
271     }
272    
273     my $person1 = Person->new( name => 'Joe', ssn => '123-45-6789' );
274     my $person2 = Person->new( name => 'Mary', ssn => '123-47-0000' );
275     my $person3 = Person->new( name => 'Pete', ssn => '999-45-2222' );
276     my $person4 = Person->new( name => 'Peggy', ssn => '123-45-9999' );
277     my $person5 = Person->new( name => 'Frank', ssn => '000-45-9999' );
278    
279     If you did this:
280    
281     my $array1 = [ $person1, $person2, $person4 ];
282     my $array2 = [ $person1, $person3, $person4, $person5 ];
283     Algorithm::Diff::diff( $array1, $array2 );
284    
285     everything would work out OK (each of the objects would be converted
286     into a string like "Person=HASH(0x82425b0)" for comparison).
287    
288     But if you did this:
289    
290     my $array1 = [ $person1, $person2, $person4 ];
291     my $array2 = [ $person1, $person3, $person4->clone(), $person5 ];
292     Algorithm::Diff::diff( $array1, $array2 );
293    
294     $person4 and $person4->clone() (which have the same name and SSN)
295     would be seen as different objects. If you wanted them to be considered
296     equivalent, you would have to pass in a key generation function:
297    
298     my $array1 = [ $person1, $person2, $person4 ];
299     my $array2 = [ $person1, $person3, $person4->clone(), $person5 ];
300     Algorithm::Diff::diff( $array1, $array2, \&Person::hash );
301    
302     This would use the 'ssn' field in each Person as a comparison key, and
303     so would consider $person4 and $person4->clone() as equal.
304    
305     You may also pass additional parameters to the key generation function
306     if you wish.
307    
308     =head1 AUTHOR
309    
310     This version by Ned Konz, perl@bike-nomad.com
311    
312     =head1 CREDITS
313    
314     Versions through 0.59 (and much of this documentation) were written by:
315    
316     Mark-Jason Dominus, mjd-perl-diff@plover.com
317    
318     This version borrows the documentation and names of the routines
319     from Mark-Jason's, but has all new code in Diff.pm.
320    
321     This code was adapted from the Smalltalk code of
322     Mario Wolczko <mario@wolczko.com>, which is available at
323     ftp://st.cs.uiuc.edu/pub/Smalltalk/MANCHESTER/manchester/4.0/diff.st
324    
325     The algorithm is that described in
326     I<A Fast Algorithm for Computing Longest Common Subsequences>,
327     CACM, vol.20, no.5, pp.350-353, May 1977, with a few
328     minor improvements to improve the speed.
329    
330     =cut
331    
332     # Create a hash that maps each element of $aCollection to the set of positions
333     # it occupies in $aCollection, restricted to the elements within the range of
334     # indexes specified by $start and $end.
335     # The fourth parameter is a subroutine reference that will be called to
336     # generate a string to use as a key.
337     # Additional parameters, if any, will be passed to this subroutine.
338     #
339     # my $hashRef = _withPositionsOfInInterval( \@array, $start, $end, $keyGen );
340    
341     sub _withPositionsOfInInterval
342     {
343     my $aCollection = shift; # array ref
344     my $start = shift;
345     my $end = shift;
346     my $keyGen = shift;
347     my %d;
348     my $index;
349     for ( $index = $start; $index <= $end; $index++ )
350     {
351     my $element = $aCollection->[ $index ];
352     my $key = &$keyGen( $element, @_ );
353     if ( exists( $d{ $key } ) )
354     {
355     push( @{ $d{ $key } }, $index );
356     }
357     else
358     {
359     $d{ $key } = [ $index ];
360     }
361     }
362     return wantarray ? %d: \%d;
363     }
364    
365     # Find the place at which aValue would normally be inserted into the array. If
366     # that place is already occupied by aValue, do nothing, and return undef. If
367     # the place does not exist (i.e., it is off the end of the array), add it to
368     # the end, otherwise replace the element at that point with aValue.
369     # It is assumed that the array's values are numeric.
370     # This is where the bulk (75%) of the time is spent in this module, so try to
371     # make it fast!
372    
373     sub _replaceNextLargerWith
374     {
375     my ( $array, $aValue, $high ) = @_;
376     $high ||= $#$array;
377    
378     # off the end?
379     if ( $high == -1 || $aValue > $array->[ -1 ] )
380     {
381     push( @$array, $aValue );
382     return $high + 1;
383     }
384    
385     # binary search for insertion point...
386     my $low = 0;
387     my $index;
388     my $found;
389     while ( $low <= $high )
390     {
391     $index = ( $high + $low ) / 2;
392     # $index = int(( $high + $low ) / 2); # without 'use integer'
393     $found = $array->[ $index ];
394    
395     if ( $aValue == $found )
396     {
397     return undef;
398     }
399     elsif ( $aValue > $found )
400     {
401     $low = $index + 1;
402     }
403     else
404     {
405     $high = $index - 1;
406     }
407     }
408    
409     # now insertion point is in $low.
410     $array->[ $low ] = $aValue; # overwrite next larger
411     return $low;
412     }
413    
414     # This method computes the longest common subsequence in $a and $b.
415    
416     # Result is array or ref, whose contents is such that
417     # $a->[ $i ] = $b->[ $result[ $i ] ]
418     # foreach $i in ( 0..scalar( @result ) if $result[ $i ] is defined.
419    
420     # An additional argument may be passed; this is a hash or key generating
421     # function that should return a string that uniquely identifies the given
422     # element. It should be the case that if the key is the same, the elements
423     # will compare the same. If this parameter is undef or missing, the key
424     # will be the element as a string.
425    
426     # By default, comparisons will use "eq" and elements will be turned into keys
427     # using the default stringizing operator '""'.
428    
429     # Additional parameters, if any, will be passed to the key generation routine.
430    
431     sub _longestCommonSubsequence
432     {
433     my $a = shift; # array ref
434     my $b = shift; # array ref
435     my $keyGen = shift; # code ref
436     my $compare; # code ref
437    
438     # set up code refs
439     # Note that these are optimized.
440     if ( !defined( $keyGen ) ) # optimize for strings
441     {
442     $keyGen = sub { $_[0] };
443     $compare = sub { my ($a, $b) = @_; $a eq $b };
444     }
445     else
446     {
447     $compare = sub {
448     my $a = shift; my $b = shift;
449     &$keyGen( $a, @_ ) eq &$keyGen( $b, @_ )
450     };
451     }
452    
453     my ($aStart, $aFinish, $bStart, $bFinish, $matchVector) = (0, $#$a, 0, $#$b, []);
454    
455     # First we prune off any common elements at the beginning
456     while ( $aStart <= $aFinish
457     and $bStart <= $bFinish
458     and &$compare( $a->[ $aStart ], $b->[ $bStart ], @_ ) )
459     {
460     $matchVector->[ $aStart++ ] = $bStart++;
461     }
462    
463     # now the end
464     while ( $aStart <= $aFinish
465     and $bStart <= $bFinish
466     and &$compare( $a->[ $aFinish ], $b->[ $bFinish ], @_ ) )
467     {
468     $matchVector->[ $aFinish-- ] = $bFinish--;
469     }
470    
471     # Now compute the equivalence classes of positions of elements
472     my $bMatches = _withPositionsOfInInterval( $b, $bStart, $bFinish, $keyGen, @_ );
473     my $thresh = [];
474     my $links = [];
475    
476     my ( $i, $ai, $j, $k );
477     for ( $i = $aStart; $i <= $aFinish; $i++ )
478     {
479     $ai = &$keyGen( $a->[ $i ] );
480     if ( exists( $bMatches->{ $ai } ) )
481     {
482     $k = 0;
483     for $j ( reverse( @{ $bMatches->{ $ai } } ) )
484     {
485     # optimization: most of the time this will be true
486     if ( $k
487     and $thresh->[ $k ] > $j
488     and $thresh->[ $k - 1 ] < $j )
489     {
490     $thresh->[ $k ] = $j;
491     }
492     else
493     {
494     $k = _replaceNextLargerWith( $thresh, $j, $k );
495     }
496    
497     # oddly, it's faster to always test this (CPU cache?).
498     if ( defined( $k ) )
499     {
500     $links->[ $k ] =
501     [ ( $k ? $links->[ $k - 1 ] : undef ), $i, $j ];
502     }
503     }
504     }
505     }
506    
507     if ( @$thresh )
508     {
509     for ( my $link = $links->[ $#$thresh ]; $link; $link = $link->[ 0 ] )
510     {
511     $matchVector->[ $link->[ 1 ] ] = $link->[ 2 ];
512     }
513     }
514    
515     return wantarray ? @$matchVector : $matchVector;
516     }
517    
518     sub traverse_sequences
519     {
520     my $a = shift; # array ref
521     my $b = shift; # array ref
522     my $callbacks = shift || { };
523     my $keyGen = shift;
524     my $matchCallback = $callbacks->{'MATCH'} || sub { };
525     my $discardACallback = $callbacks->{'DISCARD_A'} || sub { };
526     my $discardBCallback = $callbacks->{'DISCARD_B'} || sub { };
527     my $matchVector = _longestCommonSubsequence( $a, $b, $keyGen, @_ );
528     # Process all the lines in match vector
529     my $lastA = $#$a;
530     my $lastB = $#$b;
531     my $bi = 0;
532     my $ai;
533     for ( $ai = 0; $ai <= $#$matchVector; $ai++ )
534     {
535     my $bLine = $matchVector->[ $ai ];
536     if ( defined( $bLine ) )
537     {
538     &$discardBCallback( $ai, $bi++, @_ ) while $bi < $bLine;
539     &$matchCallback( $ai, $bi++, @_ );
540     }
541     else
542     {
543     &$discardACallback( $ai, $bi, @_ );
544     }
545     }
546    
547     &$discardACallback( $ai++, $bi, @_ ) while ( $ai <= $lastA );
548     &$discardBCallback( $ai, $bi++, @_ ) while ( $bi <= $lastB );
549     return 1;
550     }
551    
552     sub LCS
553     {
554     my $a = shift; # array ref
555     my $matchVector = _longestCommonSubsequence( $a, @_ );
556     my @retval;
557     my $i;
558     for ( $i = 0; $i <= $#$matchVector; $i++ )
559     {
560     if ( defined( $matchVector->[ $i ] ) )
561     {
562     push( @retval, $a->[ $i ] );
563     }
564     }
565     return wantarray ? @retval : \@retval;
566     }
567    
568     sub diff
569     {
570     my $a = shift; # array ref
571     my $b = shift; # array ref
572     my $retval = [];
573     my $hunk = [];
574     my $discard = sub { push( @$hunk, [ '-', $_[ 0 ], $a->[ $_[ 0 ] ] ] ) };
575     my $add = sub { push( @$hunk, [ '+', $_[ 1 ], $b->[ $_[ 1 ] ] ] ) };
576     my $match = sub { push( @$retval, $hunk ) if scalar(@$hunk); $hunk = [] };
577     traverse_sequences( $a, $b,
578     { MATCH => $match, DISCARD_A => $discard, DISCARD_B => $add },
579     @_ );
580     &$match();
581     return wantarray ? @$retval : $retval;
582     }
583    
584     1;

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