source: gsdl/trunk/perllib/classify/Phind.pm@ 17209

Last change on this file since 17209 was 17209, checked in by kjdon, 16 years ago

BasClas renamed to BaseClassifier, tidied up constructors

  • Property svn:keywords set to Author Date Id Revision
File size: 40.2 KB
Line 
1###########################################################################
2#
3# Phind.pm -- the Phind classifier
4#
5# Copyright (C) 2000 Gordon W. Paynter
6# Copyright (C) 2000 New Zealand Digital Library Project
7#
8#
9# A component of the Greenstone digital library software
10# from the New Zealand Digital Library Project at the
11# University of Waikato, New Zealand.
12#
13# This program is free software; you can redistribute it and/or modify
14# it under the terms of the GNU General Public License as published by
15# the Free Software Foundation; either version 2 of the License, or
16# (at your option) any later version.
17#
18# This program is distributed in the hope that it will be useful,
19# but WITHOUT ANY WARRANTY; without even the implied warranty of
20# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
21# GNU General Public License for more details.
22#
23# You should have received a copy of the GNU General Public License
24# along with this program; if not, write to the Free Software
25# Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
26#
27###########################################################################
28
29# The Phind clasifier plugin.
30# Type "classinfo.pl Phind" at the command line for a summary.
31
32# 12/05/02 Added usage datastructure - John Thompson
33
34package Phind;
35
36use BaseClassifier;
37use util;
38use ghtml;
39use unicode;
40
41use strict;
42no strict 'refs'; # allow filehandles to be variables and viceversa
43
44my @removedirs = ();
45
46my %wanted_index_files = ('td'=>1,
47 't'=>1,
48 'ti'=>1,
49 'tl'=>1,
50 'tsd'=>1,
51 'idb'=>1,
52 'ib1'=>1,
53 'ib2'=>1,
54 'ib3'=>1,
55 'i'=>1,
56 'il'=>1,
57 'w'=>1,
58 'wa'=>1);
59
60sub BEGIN {
61 @Phind::ISA = ('BaseClassifier');
62}
63
64sub END {
65
66 # Tidy up stray files - we do this here as there's some weird problem
67 # preventing us from doing it in the get_classify_info() function (on
68 # windows at least) where the close() appears to fail on txthandle and
69 # dochandle, thus preventing us from deleting those files
70
71 foreach my $dir (@removedirs) {
72 if (-d $dir && opendir (DIR, $dir)) {
73 my @files = readdir DIR;
74 closedir DIR;
75
76 foreach my $file (@files) {
77 next if $file =~ /^\.\.?$/;
78 my ($suffix) = $file =~ /\.([^\.]+)$/;
79 if (!defined $suffix || !defined $wanted_index_files{$suffix}) {
80 # delete it!
81 &util::rm (&util::filename_cat ($dir, $file));
82 }
83 }
84 }
85 }
86}
87
88my $arguments =
89 [ { 'name' => "text",
90 'desc' => "{Phind.text}",
91 'type' => "string",
92 'deft' => "section:Title,section:text",
93 'reqd' => "no" },
94 { 'name' => "title",
95 'desc' => "{Phind.title}",
96 'type' => "metadata",
97 'deft' => "Title",
98 'reqd' => "no" },
99 { 'name' => "buttonname",
100 'desc' => "{BasClas.buttonname}",
101 'type' => "string",
102 'deft' => "Phrase",
103 'reqd' => "no" },
104 { 'name' => "language",
105 'desc' => "{Phind.language}",
106 'type' => "string",
107 'deft' => "en",
108 'reqd' => "no" },
109 { 'name' => "savephrases",
110 'desc' => "{Phind.savephrases}",
111 'type' => "string",
112 'deft' => "",
113 'reqd' => "no" },
114 { 'name' => "suffixmode",
115 'desc' => "{Phind.suffixmode}",
116 'type' => "int",
117 'deft' => "1",
118 'range' => "0,1",
119 'reqd' => "no" },
120 { 'name' => "min_occurs",
121 'desc' => "{Phind.min_occurs}",
122 'type' => "int",
123 'deft' => "2",
124 'range' => "1,",
125 'reqd' => "no" },
126 { 'name' => "thesaurus",
127 'desc' => "{Phind.thesaurus}",
128 'type' => "string",
129 'deft' => "",
130 'reqd' => "no" },
131 { 'name' => "untidy",
132 'desc' => "{Phind.untidy}",
133 'type' => "flag",
134 'reqd' => "no" } ];
135
136my $options = { 'name' => "Phind",
137 'desc' => "{Phind.desc}",
138 'abstract' => "no",
139 'inherits' => "yes",
140 'args' => $arguments };
141
142
143# Phrase delimiter symbols - these should be abstracted out someplace
144
145my $colstart = "COLLECTIONSTART";
146my $colend = "COLLECTIONEND";
147my $doclimit = "DOCUMENTLIMIT";
148my $senlimit = "SENTENCELIMIT";
149my @delimiters = ($colstart, $colend, $doclimit, $senlimit);
150
151
152# Create a new Phind browser based on collect.cfg
153
154sub new {
155 my ($class) = shift (@_);
156 my ($classifierslist,$inputargs,$hashArgOptLists) = @_;
157 push(@$classifierslist, $class);
158
159 push(@{$hashArgOptLists->{"ArgList"}},@{$arguments});
160 push(@{$hashArgOptLists->{"OptList"}},$options);
161
162 my $self = new BaseClassifier($classifierslist, $inputargs, $hashArgOptLists);
163
164 if ($self->{'info_only'}) {
165 # don't worry about any options etc
166 return bless $self, $class;
167 }
168
169 # Ensure the Phind generate scripts are in place
170 my $file1 = &util::filename_cat($ENV{'GSDLHOME'}, "bin", $ENV{'GSDLOS'}, "suffix");
171 $file1 .= ".exe" if $ENV{'GSDLOS'} =~ /^windows$/;
172 my $src = &util::filename_cat($ENV{'GSDLHOME'}, "src", "phind", "generate");
173 if (!(-e $file1)) {
174 print STDERR "Phind.pm: ERROR: The Phind \"suffix\" program is not installed.\n\n";
175 exit(1);
176 }
177
178 # Transfer value from Auto Parsing to the variable name that used in previous GreenStone.
179 $self->{"indexes"} = $self->{"text"};
180
181 # Further setup
182 $self->{'collection'} = $ENV{'GSDLCOLLECTION'}; # classifier information
183 $self->{'collectiondir'} = $ENV{'GSDLCOLLECTDIR'}; # collection directories
184 if (! defined $self->{'builddir'}) {
185 $self->{'builddir'} = &util::filename_cat($ENV{'GSDLCOLLECTDIR'}, "building");
186 }
187 $self->{'total'} = 0;
188
189 # Clean out the unused keys
190 delete $self->{"text"};
191
192 return bless $self, $class;
193}
194
195
196# Initialise the Phind classifier
197
198sub init {
199 my $self = shift (@_);
200
201 # ensure we have a build directory
202 my $builddir = $self->{'builddir'};
203 die unless (-e "$builddir");
204
205 # create Phind directory
206 my $phnumber = 1;
207 my $phinddir = &util::filename_cat($builddir, "phind1");
208 while (-e "$phinddir") {
209 $phnumber++;
210 $phinddir = &util::filename_cat($builddir, "phind$phnumber");
211 }
212 &util::mk_dir("$phinddir");
213 $self->{'phinddir'} = $phinddir;
214 $self->{'phindnumber'} = $phnumber;
215
216 push(@removedirs, $phinddir) unless $self->{'untidy'};
217
218 # open filehandles for documents and text
219 my $clausefile = &util::filename_cat("$phinddir", "clauses");
220 &util::rm($clausefile) if (-e $clausefile);
221
222 my $txthandle = 'TEXT' . $phnumber;
223 open($txthandle, ">$clausefile") || die "Cannot open $clausefile: $!";
224 $self->{'txthandle'} = $txthandle;
225
226 my $docfile = &util::filename_cat("$phinddir", "docs.txt");
227 &util::rm($docfile) if (-e $docfile);
228
229 my $dochandle = 'DOC' . $phnumber;
230 open($dochandle, ">$docfile") || die "Cannot open $docfile: $!";
231 $self->{'dochandle'} = $dochandle;
232
233}
234
235
236# Classify each document.
237#
238# Each document is passed here in turn. The classifier extracts the
239# text of each and stores it in the clauses file. Document details are
240# stored in the docs.txt file.
241
242sub classify {
243 my $self = shift (@_);
244 my $doc_obj = shift @_;
245
246 my $verbosity = $self->{'verbosity'};
247 my $top_section = $doc_obj->get_top_section();
248
249 my $titlefield = $self->{'title'};
250
251 my $title = $doc_obj->get_metadata_element ($top_section, $titlefield);
252 if (!defined($title)) {
253 $title = "";
254 print STDERR "Phind: document has no title\n";
255 }
256 print "process: $title\n" if ($verbosity > 2);
257
258 # Only consider the file if it is in the correct language
259 my $doclanguage = $doc_obj->get_metadata_element ($top_section, "Language");
260 my $phrlanguage = $self->{'language'};
261 return if ($doclanguage && ($doclanguage !~ /$phrlanguage/i));
262
263 # record this file
264 $self->{'total'} ++;
265 # what is $file ???
266 # print "file $self->{'total'}: $file\n" if ($self->{'$verbosity'});
267
268 # Store document details
269 my $OID = $doc_obj->get_OID();
270 $OID = "NULL" unless defined $OID;
271 my $dochandle = $self->{'dochandle'};
272 print $dochandle "<Document>\t$OID\t$title\n";
273
274 # Store the text occuring in this object
275
276 # output the document delimiter
277 my $txthandle = $self->{'txthandle'};
278 print $txthandle "$doclimit\n";
279
280 # iterate over the required indexes and store their text
281 my $indexes = $self->{'indexes'};
282 my $text = "";
283 my ($part, $level, $field, $section, $data, $dataref);
284
285 foreach $part (split(/,/, $indexes)) {
286
287 # Each field has a level and a data element ((e.g. document:Title)
288 ($level, $field) = split(/:/, $part);
289 die unless ($level && $field);
290
291 # Extract the text from every section
292 # (In phind, document:text and section:text are equivalent)
293 if ($field eq "text") {
294 $data = "";
295 $section = $doc_obj->get_top_section();
296 while (defined($section)) {
297 $data .= $doc_obj->get_text($section) . "\n";
298 $section = $doc_obj->get_next_section($section);
299 }
300 $text .= convert_gml_to_tokens($phrlanguage, $data) . "\n";
301 }
302
303 # Extract a metadata field from a document
304 # (If there is more than one element of the given type, get them all.)
305 elsif ($level eq "document") {
306 $dataref = $doc_obj->get_metadata($doc_obj->get_top_section(), $field);
307 foreach $data (@$dataref) {
308 $text .= convert_gml_to_tokens($phrlanguage, $data) . "\n";
309 }
310 }
311
312 # Extract metadata from every section in a document
313 elsif ($level eq "section") {
314 $data = "";
315 $section = $doc_obj->get_top_section();
316 while (defined($section)) {
317 $dataref = $doc_obj->get_metadata($section, $field);
318 $data .= join("\n", @$dataref) . "\n";
319 $section = $doc_obj->get_next_section($section);
320 }
321 $text .= convert_gml_to_tokens($phrlanguage, $data) . "\n";
322 }
323
324 # Some sort of specification which I don't understand
325 else {
326 die "Unknown level ($level) in Phind index ($part)\n";
327 }
328
329 }
330
331 # output the text
332 $text =~ tr/\n//s;
333 print $txthandle "$text";
334}
335
336
337# Construct the classifier from the information already gathered
338#
339# When get_classify_info is called, the clauses and docs.txt files have
340# already been constructed in the Phind directory. This function will
341# translate them into compressed, indexed MGPP files that can be read by
342# the phindcgi script. It will also register our classifier so that it
343# shows up in the navigation bar.
344
345sub get_classify_info {
346 my $self = shift (@_);
347 my ($gli) = @_;
348
349 close $self->{'dochandle'};
350 close $self->{'txthandle'};
351 my $verbosity = $self->{'verbosity'};
352 my $out = $self->{'outhandle'};
353 my $phinddir = $self->{'phinddir'};
354
355 my $osextra = "";
356 if ($ENV{'GSDLOS'} !~ /^windows$/i) {
357 $osextra = " -d /";
358 }
359
360 print STDERR "</Stage>\n" if $gli;
361
362 if ($verbosity) {
363 print $out "\n*** Phind.pm generating indexes for ", $self->{'indexes'}, "\n";
364 print $out "*** in ", $self->{'phinddir'}, "\n";
365 }
366
367 print STDERR "<Stage name='Phind'>\n" if $gli;
368
369 # Construct phind indexes
370 my $suffixmode = $self->{'suffixmode'};
371 my $min_occurs = $self->{'min_occurs'};
372 my ($command, $status);
373
374 # Generate the vocabulary, symbol statistics, and numbers file
375 # from the clauses file
376 print $out "\nExtracting vocabulary and statistics\n" if $verbosity;
377 print STDERR "<Phase name='ExtractingVocab'/>\n" if $gli;
378 &extract_vocabulary($self);
379
380 # Use the suffix program to generate the phind/phrases file
381 print $out "\nExtracting phrases from processed text (with suffix)\n" if $verbosity;
382 print STDERR "<Phase name='ExtractingPhrase'/>\n" if $gli;
383 &execute("suffix \"$phinddir\" $suffixmode $min_occurs $verbosity", $verbosity, $out);
384
385 # check that we generated some files. It's not necessarily an error if
386 # we didn't (execute() would have quit on error), but we can't go on.
387 my $phrasesfile=&util::filename_cat($self->{'phinddir'}, 'phrases');
388 if (! -r $phrasesfile) {
389 print STDERR "<Warning name='NoPhrasesFound'/>\n" if $gli;
390 print $out "\nNo phrases found for Phind classifier!\n";
391 return;
392 }
393
394 # Create the phrase file and put phrase numbers in phind/phrases
395 print $out "\nSorting and renumbering phrases for input to mgpp\n" if $verbosity;
396 print STDERR "<Phase name='SortAndRenumber'/>\n" if $gli;
397 &renumber_phrases($self);
398
399 print $out "\nCreating phrase databases\n";
400 print STDERR "<Phase name='PhraseDatabases'/>\n" if $gli;
401 my $mg_input = &util::filename_cat($phinddir, "pdata.txt");
402 my $mg_stem = &util::filename_cat($phinddir, "pdata");
403
404 &execute("mgpp_passes $osextra -f \"$mg_stem\" -T1 \"$mg_input\"", $verbosity, $out);
405 &execute("mgpp_compression_dict $osextra -f \"$mg_stem\"", $verbosity, $out);
406 &execute("mgpp_passes $osextra -f \"$mg_stem\" -T2 \"$mg_input\"", $verbosity, $out);
407
408 # create the mg index of words
409 print $out "\nCreating word-level search indexes\n";
410 print STDERR "<Phase name='WordLevelIndexes'/>\n" if $gli;
411 $mg_input = &util::filename_cat($phinddir, "pword.txt");
412 $mg_stem = &util::filename_cat($phinddir, "pword");
413
414 &execute("mgpp_passes $osextra -f \"$mg_stem\" -T1 -I1 \"$mg_input\"", $verbosity, $out);
415 &execute("mgpp_compression_dict $osextra -f \"$mg_stem\"", $verbosity, $out);
416 &execute("mgpp_perf_hash_build $osextra -f \"$mg_stem\"", $verbosity, $out);
417 &execute("mgpp_passes $osextra -f \"$mg_stem\" -T2 -I2 \"$mg_input\"", $verbosity, $out);
418 &execute("mgpp_weights_build $osextra -f \"$mg_stem\"", $verbosity, $out);
419 &execute("mgpp_invf_dict $osextra -f \"$mg_stem\"", $verbosity, $out);
420
421 &execute("mgpp_stem_idx $osextra -f \"$mg_stem\" -s 1", $verbosity, $out);
422 &execute("mgpp_stem_idx $osextra -f \"$mg_stem\" -s 2", $verbosity, $out);
423 &execute("mgpp_stem_idx $osextra -f \"$mg_stem\" -s 3", $verbosity, $out);
424
425 # create the mg document information database
426 print $out "\nCreating document information databases\n";
427 print STDERR "<Phase name='DocInfoDatabases'/>\n" if $gli;
428 $mg_input = &util::filename_cat($phinddir, "docs.txt");
429 $mg_stem = &util::filename_cat($phinddir, "docs");
430
431 &execute("mgpp_passes $osextra -f \"$mg_stem\" -T1 \"$mg_input\"", $verbosity, $out);
432 &execute("mgpp_compression_dict $osextra -f \"$mg_stem\"", $verbosity, $out);
433 &execute("mgpp_passes $osextra -f \"$mg_stem\" -T2 \"$mg_input\"", $verbosity, $out);
434
435 # Return the information about the classifier that we'll later want to
436 # use to create macros when the Phind classifier document is displayed.
437 my %classifyinfo = ('thistype'=>'Invisible',
438 'childtype'=>'Phind',
439 'Title'=>$self->{'buttonname'},
440 'parameters'=>"phindnumber=$self->{'phindnumber'}",
441 'contains'=>[]);
442
443 my $collection = $self->{'collection'};
444 my $url = "library?a=p&p=phind&c=$collection";
445 push (@{$classifyinfo{'contains'}}, {'OID'=>$url});
446
447 return \%classifyinfo;
448}
449
450
451
452sub convert_gml_to_tokens {
453
454 my ($language_exp, $text) = @_;
455
456 # escape any magic words... - jrm21
457 foreach my $delim (@delimiters) {
458 my $replacement=lc($delim);
459 my $num= $text=~ s/$delim/$replacement/g;
460 if (!$num) {$num=0;}
461 }
462
463 if ($language_exp =~ /en/) {
464 return &convert_gml_to_tokens_EN($text);
465 }
466
467 if ($language_exp =~ /zh/) {
468 return &convert_gml_to_tokens_ZH($text);
469 }
470
471 $_ = $text;
472
473 # 1. remove GML tags
474
475 # Remove everything that is in a tag
476 s/\s*<p>\s*/ PARAGRAPHBREAK /isgo;
477 s/\s*<br>\s*/ LINEBREAK /isgo;
478 s/<[^>]*>/ /sgo;
479
480 # Now we have the text, but it may contain HTML
481 # elements coded as &gt; etc. Remove these tags.
482 s/&amp;/&/sgo;
483 s/&lt;/</sgo;
484 s/&gt;/>/sgo;
485 s/\s*<p>\s*/ PARAGRAPHBREAK /isgo;
486 s/\s*<br>\s*/ LINEBREAK /isgo;
487 s/<[^>]*>/ /sgo;
488
489 # replace<p> and <br> placeholders with clause break symbol (\n)
490 s/\s+/ /gso;
491 s/PARAGRAPHBREAK/\n/sgo;
492 s/LINEBREAK/\n/sgo;
493
494
495
496
497 # 2. Split the remaining text into space-delimited tokens
498
499 # Convert any HTML special characters (like &quot;) to their UTF8 equivalent
500 s/&([^;]+);/&unicode::ascii2utf8(\&ghtml::getcharequiv($1,1))/gse;
501
502 # Split text at word boundaries
503 s/\b/ /go;
504
505 # 3. Convert the remaining text to "clause format"
506
507 # Insert newline if the end of a sentence is detected
508 # (delimter is: "[\.\?\!]\s")
509 # s/\s*[\.\?\!]\s+/\n/go;
510
511 # remove unnecessary punctuation and replace with clause break symbol (\n)
512 s/[^\w ]/\n/go;
513
514 # remove extraneous whitespace
515 s/ +/ /sgo;
516 s/^\s+//mgo;
517 s/\s*$/\n/mgo;
518
519 # remove lines that contain one word or less
520 s/^\S*$//mgo;
521 s/^\s*$//mgo;
522 tr/\n//s;
523
524 return $_;
525}
526
527# a chinese version
528sub convert_gml_to_tokens_ZH {
529
530 $_ = shift @_;
531
532 # Replace all whitespace with a simple space
533 s/\s+/ /gs;
534 # Remove everything that is in a tag
535 s/\s*<p>\s*/ PARAGRAPHBREAK /isg;
536 s/\s*<br>\s*/ LINEBREAK /isg;
537 s/<[^>]*>/ /sg;
538
539 # Now we have the text, but it may contain HTML
540 # elements coded as &gt; etc. Remove these tags.
541 s/&lt;/</sg;
542 s/&gt;/>/sg;
543
544 s/\s+/ /sg;
545 s/\s*<p>\s*/ PARAGRAPHBREAK /isg;
546 s/\s*<br>\s*/ LINEBREAK /isg;
547 s/<[^>]*>/ /sg;
548
549 # remove &amp; and other miscellaneous markup tags
550 s/&amp;/&/sg;
551 s/&lt;/</sg;
552 s/&gt;/>/sg;
553 s/&amp;/&/sg;
554
555 # replace<p> and <br> placeholders with carriage returns
556 s/PARAGRAPHBREAK/\n/sg;
557 s/LINEBREAK/\n/sg;
558
559
560# print STDERR "text:$_\n";
561 return $_;
562}
563
564# A version of convert_gml_to_tokens that is fine-tuned to the English language.
565
566sub convert_gml_to_tokens_EN {
567 $_ = shift @_;
568
569 # FIRST, remove GML tags
570
571 # Replace all whitespace with a simple space
572 s/\s+/ /gs;
573
574 # Remove everything that is in a tag
575 s/\s*<p>\s*/ PARAGRAPHBREAK /isg;
576 s/\s*<br>\s*/ LINEBREAK /isg;
577 s/<[^>]*>/ /sg;
578
579 # Now we have the text, but it may contain HTML
580 # elements coded as &gt; etc. Remove these tags.
581 s/&lt;/</sg;
582 s/&gt;/>/sg;
583
584 s/\s+/ /sg;
585 s/\s*<p>\s*/ PARAGRAPHBREAK /isg;
586 s/\s*<br>\s*/ LINEBREAK /isg;
587 s/<[^>]*>/ /sg;
588
589 # remove &amp; and other miscellaneous markup tags
590 s/&amp;/&/sg;
591 s/&lt;/</sg;
592 s/&gt;/>/sg;
593 s/&amp;/&/sg;
594
595 # replace<p> and <br> placeholders with carriage returns
596 s/PARAGRAPHBREAK/\n/sg;
597 s/LINEBREAK/\n/sg;
598
599
600 # Exceptional punctuation
601 #
602 # We make special cases of some punctuation
603
604 # remove any apostrophe that indicates omitted letters
605 s/(\w+)\'(\w*\s)/ $1$2 /g;
606
607 # remove period that appears in a person's initals
608 s/\s([A-Z])\./ $1 /g;
609
610 # replace hyphens in hypheanted words and names with a space
611 s/([A-Za-z])-\s*([A-Za-z])/$1 $2/g;
612
613 # Convert the remaining text to "clause format",
614 # This means removing all excess punctuation and garbage text,
615 # normalising valid punctuation to fullstops and commas,
616 # then putting one cluse on each line.
617
618 # Insert newline when the end of a sentence is detected
619 # (delimter is: "[\.\?\!]\s")
620 s/\s*[\.\?\!]\s+/\n/g;
621
622 # split numbers after four digits
623 s/(\d\d\d\d)/$1 /g;
624
625 # split words after 32 characters
626
627 # squash repeated punctuation
628 tr/A-Za-z0-9 //cs;
629
630 # save email addresses
631 # s/\w+@\w+\.[\w\.]+/EMAIL/g;
632
633 # normalise clause breaks (mostly punctuation symbols) to commas
634 s/[^A-Za-z0-9 \n]+/ , /g;
635
636 # Remove repeated commas, and replace with newline
637 s/\s*,[, ]+/\n/g;
638
639 # remove extra whitespace
640 s/ +/ /sg;
641 s/^\s+//mg;
642 s/\s*$/\n/mg;
643
644 # remove lines that contain one word or less
645 s/^\w*$//mg;
646 s/^\s*$//mg;
647 tr/\n//s;
648
649 return $_;
650
651}
652
653
654
655# Execute a system command
656
657sub execute {
658 my ($command, $verbosity, $outhandle) = @_;
659 print $outhandle "Executing: $command\n" if ($verbosity > 2);
660 $! = 0;
661 my $status = system($command);
662 if ($status != 0) {
663 print STDERR "Phind - Error executing '$command': $!\n";
664 exit($status); # this causes the build to fail...
665 }
666}
667
668
669# Generate the vocabulary, symbol statistics, and numbers file from the
670# clauses file. This is legacy code, so is a bit messy and probably wont
671# run under windows.
672
673sub extract_vocabulary {
674 my ($self) = @_;
675
676 my $verbosity = $self->{'verbosity'};
677 my $out = $self->{'outhandle'};
678
679 my $collectiondir = $self->{'collectiondir'};
680 my $phinddir = $self->{'phinddir'};
681
682 my $language_exp = $self->{'language'};
683
684 my ($w, $l, $line, $word);
685
686 my ($first_delimiter, $last_delimiter,
687 $first_stopword, $last_stopword,
688 $first_extractword, $last_extractword,
689 $first_contentword, $last_contentword,
690 $phrasedelimiter);
691
692 my $thesaurus = $self->{'thesaurus'};
693 my ($thesaurus_links, $thesaurus_terms,
694 %thesaurus, $first_thesaurusword, $last_thesaurusword);
695
696 my %symbol;
697 my (%freq);
698
699 print $out "Calculating vocabulary\n" if ($verbosity > 1);
700
701 # Read and store the stopwords
702 my $stopdir = &util::filename_cat($ENV{'GSDLHOME'}, "etc", "packages", "phind", "stopword");
703 my $stopword_files = ();
704 my ($language, $language_dir, $file, $file_name);
705 my %stopwords;
706
707 # Examine each directory in the stopword directory
708 opendir(STOPDIR, $stopdir);
709 foreach $language (readdir STOPDIR) {
710
711 # Ignore entries that do not match the classifier's language
712 next unless ($language =~ /$language_exp/);
713 $language_dir = &util::filename_cat($stopdir, $language);
714 next unless (-d "$language_dir");
715
716 opendir(LANGDIR, $language_dir);
717 foreach $file (readdir LANGDIR) {
718
719 # Ignore entries that are not stopword files
720 next unless ($file =~ /sw$/);
721 $file_name = &util::filename_cat($language_dir, $file);
722 next unless (-f "$file_name");
723
724 # Read the stopwords
725 open(STOPFILE, "<$file_name");
726 while (<STOPFILE>) {
727 s/^\s+//;
728 s/\s.*//;
729 $word = $_;
730 $l = lc($word);
731 $stopwords{$l} = $word;
732 }
733 close STOPFILE;
734
735 }
736 closedir LANGDIR;
737 }
738 closedir STOPDIR;
739
740 # Read thesaurus information
741 if ($thesaurus) {
742
743 # link file exists
744 $thesaurus_links = &util::filename_cat($collectiondir, "etc", "$thesaurus.lnk");
745 die "Cannot find thesaurus link file" unless (-e "$thesaurus_links");
746
747 # ensure term file exists in the correct language
748 if ($language_exp =~ /^([a-z][a-z])/) {
749 $language = $1;
750 } else {
751 $language = 'en';
752 }
753 $thesaurus_terms = &util::filename_cat($collectiondir, "etc", "$thesaurus.$language");
754 die "Cannot find thesaurus term file" unless (-e "$thesaurus_terms");
755
756
757 # Read the thesaurus terms
758 open(TH, "<$thesaurus_terms");
759 while(<TH>) {
760 s/^\d+ //;
761 s/\(.*\)//;
762 foreach $w (split(/\s+/, $_)) {
763 $thesaurus{lc($w)} = $w;
764 }
765 }
766 close TH;
767 }
768
769 # Read words in the text and count occurences
770 open(TXT, "<$phinddir/clauses");
771
772 my @words;
773 while(<TXT>) {
774 $line = $_;
775 next unless ($line =~ /./);
776
777 @words = split(/\s+/, $line);
778 foreach $w (@words) {
779 $l = lc($w);
780 $w = $l if ((defined $stopwords{$l}) || (defined $thesaurus{$l}));
781 $freq{$w}++;
782 }
783 $freq{$senlimit}++;
784 }
785
786 close TXT;
787
788 # Calculate the "best" form of each word
789 my (%bestform, %totalfreq, %bestfreq);
790
791 foreach $w (sort (keys %freq)) {
792 $l = lc($w);
793
794 # totalfreq is the number of times a term appears in any form
795 $totalfreq{$l} += $freq{$w};
796
797 if (defined $stopwords{$l}) {
798 $bestform{$l} = $stopwords{$l};
799
800 } elsif (defined $thesaurus{$l}) {
801 $bestform{$l} = $thesaurus{$l};
802
803 } elsif (!$bestform{$l} || ($freq{$w} > $bestfreq{$l})) {
804 $bestfreq{$l} = $freq{$w};
805 $bestform{$l} = $w;
806 }
807 }
808 undef %freq;
809 undef %bestfreq;
810
811
812 # Assign symbol numbers to tokens
813 my $nextsymbol = 1;
814 my (@vocab);
815
816 # Delimiters
817 $first_delimiter = 1;
818
819 foreach $word (@delimiters) {
820
821# $word = lc($word); # jrm21
822 $word = uc($word);
823 $bestform{$word} = $word;
824 $vocab[$nextsymbol] = $word;
825 $symbol{$word} = $nextsymbol;
826 $nextsymbol++;
827 }
828 $last_delimiter = $nextsymbol - 1;
829 # Stopwords
830 $first_stopword = $nextsymbol;
831
832 foreach my $word (sort keys %stopwords) {
833 # don't include stopword unless it occurs in the text
834 $word = lc($word);
835 next unless ($totalfreq{$word});
836 next if ($symbol{$word});
837
838 $vocab[$nextsymbol] = $word;
839 $symbol{$word} = $nextsymbol;
840 $nextsymbol++;
841 }
842 $last_stopword = $nextsymbol - 1;
843 $first_contentword = $nextsymbol;
844
845 # Thesaurus terms
846 if ($thesaurus) {
847 $first_thesaurusword = $nextsymbol;
848
849 foreach my $word (sort keys %thesaurus) {
850
851 $word = lc($word);
852 next if ($symbol{$word});
853 $bestform{$word} = $thesaurus{$word};
854
855 $vocab[$nextsymbol] = $word;
856 $symbol{$word} = $nextsymbol;
857 $nextsymbol++;
858
859 }
860 $last_thesaurusword = $nextsymbol - 1;
861 }
862
863 # Other content words
864 $first_extractword = $nextsymbol;
865
866 foreach my $word (sort (keys %bestform)) {
867
868 next if ($symbol{$word});
869
870 $vocab[$nextsymbol] = $word;
871 $symbol{$word} = $nextsymbol;
872 $nextsymbol++;
873 }
874 $last_extractword = $nextsymbol - 1;
875 $last_contentword = $nextsymbol - 1;
876
877 # Outut the words
878 print $out "Saving vocabulary in $phinddir/clauses.vocab\n" if ($verbosity > 1);
879 open(VOC, ">$phinddir/clauses.vocab");
880
881 for (my $i = 1; $i < $nextsymbol; $i++) {
882 $w = $vocab[$i];
883
884 print VOC "$bestform{$w}\n";
885 $totalfreq{$w} = 0 unless ($totalfreq{$w});
886 }
887 close VOC;
888
889
890 # Create statistics file
891 # Output statistics about the vocablary
892 print $out "Saving statistics in $phinddir/clauses.stats\n" if ($verbosity > 1);
893 &util::rm("$phinddir/clauses.stats") if (-e "$phinddir/clauses.stats");
894
895 open(STAT, ">$phinddir/clauses.stats")
896 || die "Cannot open $phinddir/clauses.stats: $!";
897
898 print STAT "first_delimiter $first_delimiter\n";
899 print STAT "last_delimiter $last_delimiter\n";
900 print STAT "first_stopword $first_stopword\n";
901 print STAT "last_stopword $last_stopword\n";
902 if ($thesaurus) {
903 print STAT "first_thesaurusword $first_thesaurusword\n";
904 print STAT "last_thesaurusword $last_thesaurusword\n";
905 }
906 print STAT "first_extractword $first_extractword\n";
907 print STAT "last_extractword $last_extractword\n";
908 print STAT "first_contentword $first_contentword\n";
909 print STAT "last_contentword $last_contentword\n";
910 print STAT "first_symbol $first_delimiter\n";
911 print STAT "last_symbol $last_contentword\n";
912 print STAT "first_word $first_stopword\n";
913 print STAT "last_word $last_contentword\n";
914 close STAT;
915
916 undef @vocab;
917
918
919 # Create numbers file
920 # Save text as symbol numbers
921 print $out "Saving text as numbers in $phinddir/clauses.numbers\n" if ($verbosity > 1);
922
923 open(TXT, "<$phinddir/clauses");
924 open(NUM, ">$phinddir/clauses.numbers");
925
926## $phrasedelimiter = $symbol{lc($senlimit)}; # jrm21
927## print NUM "$symbol{lc($colstart)}\n"; # jrm21
928 $phrasedelimiter = $symbol{$senlimit};
929 print NUM "$symbol{$colstart}\n";
930
931 # set up the special symbols that delimit documents and sentences
932 while(<TXT>) {
933
934 # split sentence into a list of tokens
935 $line = $_;
936 next unless ($line =~ /./);
937 @words = split(/\s+/, $line);
938
939 # output one token at a time
940 foreach $word (@words) {
941# don't lower-case special delimiters - jrm21
942 if (!map {if ($word eq $_) {1} else {()}} @delimiters) {
943 $word = lc($word);
944 }
945 print NUM "$symbol{$word}\n";
946 }
947
948 # output phrase delimiter
949 print NUM "$phrasedelimiter\n";
950 }
951
952 close TXT;
953# print NUM "$symbol{lc($colend)}\n";# jrm21
954 print NUM "$symbol{$colend}\n";
955 close NUM;
956
957 # Save thesaurus data in one convienient file
958 if ($thesaurus) {
959
960 my $thesaurusfile = &util::filename_cat($phinddir, "$thesaurus.numbers");
961
962
963 print $out "Saving thesaurus as numbers in $thesaurusfile\n"
964 if ($verbosity > 1);
965
966 # Read the thesaurus terms
967 my ($num, $text, %thes_symbols);
968
969 open(TH, "<$thesaurus_terms");
970 while(<TH>) {
971 chomp;
972 @words = split(/\s+/, $_);
973 $num = shift @words;
974 $text = "";
975
976 # translate words into symbol numbers
977 foreach $word (@words) {
978 $word = lc($word);
979 if ($symbol{$word}) {
980 $text .= "s$symbol{$word} ";
981 } elsif ($verbosity) {
982 print $out "Phind: No thesaurus symbol, ignoring \"$word\"\n";
983 }
984 }
985 $text =~ s/ $//;
986 $thes_symbols{$num} = $text;
987 }
988 close TH;
989
990 # Read the thesaurus links and write the corresponding data
991 open(TH, "<$thesaurus_links");
992 open(THOUT, ">$thesaurusfile");
993
994 while(<TH>) {
995 chomp;
996 ($num, $text) = split(/:/, $_);
997
998 if (defined($thes_symbols{$num})) {
999 print THOUT "$num:$thes_symbols{$num}:$text\n";
1000 } else {
1001 print THOUT "$num:untranslated:$text\n";
1002 }
1003 }
1004 close TH;
1005 close THOUT;
1006 }
1007
1008
1009
1010
1011}
1012
1013
1014# renumber_phrases
1015#
1016# Prepare the phrases file to be input to mgpp. The biggest problem is
1017# reconciling the phrase identifiers used by the suffix program (which
1018# we'll call suffix-id numbers) with the numbers used in the thesaurus
1019# (theesaurus-id) to create a ciommon set of phind id numbers (phind-id).
1020# Phind-id numbers must be sorted by frequency of occurance.
1021#
1022# Start creating a set of phind-id numbers from the sorted suffix-id
1023# numbers and (if required) the thesaurus-id numbers. Then add any other
1024# phrases occuring in the thesaurus.
1025#
1026# The last thing we have to do is restore the vocabulary information to the
1027# phrase file so that the phrases are stored as words, not as symbol
1028# numbers.
1029
1030# The original phrases file looks something like this:
1031# 159396-1:s5175:4:1:116149-2:3:d2240,2;d2253;d2254
1032# 159409-1:s5263:6:1:159410-2:6:d2122;d2128;d2129;d2130;d2215;d2380
1033# 159415-1:s5267:9:1:159418-2:8:d3,2;d632;d633;d668;d1934;d2010;d2281;d2374
1034# 159426-1:s5273:5:2:159429-2,115168-17:5:d252;d815;d938;d939;d2361
1035
1036
1037sub renumber_phrases {
1038 my ($self) = @_;
1039
1040 renumber_suffix_data($self);
1041 renumber_thesaurus_data($self);
1042 restore_vocabulary_data($self);
1043
1044}
1045
1046
1047
1048# renumber_suffix_data
1049#
1050# Translate phrases file to phrases.2 using phind keys instead
1051# of suffix keys and sorting the expansion data.
1052
1053sub renumber_suffix_data {
1054 my ($self) = @_;
1055
1056 my $verbosity = $self->{'verbosity'};
1057 my $out = $self->{'outhandle'};
1058 print $out "Translate phrases: suffix-ids become phind-id's\n"
1059 if ($verbosity);
1060
1061 my $phinddir = $self->{'phinddir'};
1062 my $infile = &util::filename_cat($phinddir, 'phrases');
1063 my $outfile = &util::filename_cat($phinddir, 'phrases.2');
1064
1065 # Read the phrase file. Calculate initial set of phind-id
1066 # numbers and store (suffixid -> frequency) relation.
1067
1068 my %suffixtophind;
1069 my @totalfrequency;
1070 my (@fields, $suffixid);
1071 my $nextphind = 1;
1072
1073 open(IN, "<$infile");
1074 while(<IN>) {
1075
1076 chomp;
1077 @fields = split(/:/, $_);
1078
1079 # get next suffixid and phindid
1080 $suffixid = shift @fields;
1081 $suffixtophind{$suffixid} = $nextphind;
1082
1083 # store total frequency
1084 shift @fields;
1085 $totalfrequency[$nextphind] = shift @fields;
1086
1087 $nextphind++;
1088 }
1089 close IN;
1090
1091
1092 # Translate phrases file to phrases.2. Use phind keys (not suffix
1093 # keys), sort expansion and document occurance data in order of
1094 # descending frequency..
1095 open(IN, "<$infile");
1096 open(OUT, ">$outfile");
1097
1098 my ($phindid, $text, $tf, $countexp, $expansions, $countdocs, $documents);
1099 my (@documwents, @newexp, $k, $n);
1100 my $linenumber = 0;
1101
1102 while(<IN>) {
1103
1104 # read the line
1105 chomp;
1106 @fields = split(/:/, $_);
1107
1108 # get a phrase number for this line
1109 $suffixid = shift @fields;
1110 die unless (defined($suffixtophind{$suffixid}));
1111 $phindid = $suffixtophind{$suffixid};
1112
1113 # get the symbols in the phrase
1114 $text = shift @fields;
1115
1116 # output status information
1117 $linenumber++;
1118 if ($verbosity > 2) {
1119 if ($linenumber % 1000 == 0) {
1120 print $out "line $linenumber:\t$phindid\t$suffixid\t($text)\n";
1121 }
1122 # what are $num and $key??
1123 #print $out "$num: $key\t($text)\n" if ($verbosity > 3);
1124 }
1125
1126 # get the phrase frequency
1127 $tf = shift @fields;
1128
1129 # get the number of expansions
1130 $countexp = shift @fields;
1131
1132 # get the expansions, convert them into phind-id numbers, and sort them
1133 $expansions = shift @fields;
1134 @newexp = ();
1135 foreach $k (split(/,/, $expansions)) {
1136 die "ERROR - no phindid for: $k" unless (defined($suffixtophind{$k}));
1137 $n = $suffixtophind{$k};
1138 push @newexp, $n;
1139 }
1140 @newexp = sort {$totalfrequency[$b] <=> $totalfrequency[$a]} @newexp;
1141
1142 # get the number of documents
1143 $countdocs = shift @fields;
1144
1145 # get the documents and sort them
1146 $documents = shift @fields;
1147 $documents =~ s/d//g;
1148 my @documents = split(/;/, $documents);
1149 @documents = sort by_doc_frequency @documents;
1150
1151 # output the phrase data
1152 print OUT "$phindid:$text:$tf:$countexp:$countdocs:";
1153 print OUT join(",", @newexp), ",:", join(";", @documents), ";\n";
1154
1155 }
1156
1157 close IN;
1158 close OUT;
1159}
1160
1161
1162# renumber_thesaurus_data
1163#
1164# Translate phrases.2 to phrases.3, adding thesaurus data if available.
1165
1166sub renumber_thesaurus_data {
1167 my ($self) = @_;
1168
1169 my $out = $self->{'outhandle'};
1170 my $verbosity = $self->{'verbosity'};
1171 my $thesaurus = $self->{'thesaurus'};
1172
1173 my $phinddir = $self->{'phinddir'};
1174 my $infile = &util::filename_cat($phinddir, "phrases.2");
1175 my $outfile = &util::filename_cat($phinddir, "phrases.3");
1176
1177
1178 # If no thesaurus is defined, simply move the phrases file.
1179 if (!$thesaurus) {
1180 print $out "Translate phrases.2: no thesaurus data\n"
1181 if ($verbosity);
1182 &util::mv($infile, $outfile);
1183 return;
1184 }
1185
1186 print $out "Translate phrases.2: add thesaurus data\n"
1187 if ($verbosity);
1188
1189 # 1.
1190 # Read thesaurus file and store (symbols->thesaurusid) mapping
1191 my $thesaurusfile = &util::filename_cat($phinddir, "$thesaurus.numbers");
1192 my %symbolstothesid;
1193 my (@fields, $thesid, $symbols);
1194
1195 open(TH, "<$thesaurusfile");
1196
1197 while (<TH>) {
1198
1199 chomp;
1200 @fields = split(/:/, $_);
1201
1202 # get id and text
1203 $thesid = shift @fields;
1204 $symbols = shift @fields;
1205 $symbolstothesid{$symbols} = $thesid;
1206 }
1207 close TH;
1208
1209 # 2.
1210 # Read phrases file to find thesaurus entries that already
1211 # have a phindid. Store their phind-ids for later translation,
1212 # and store their frequency for later sorting.
1213 my %thesaurustophindid;
1214 my %phindidtofrequency;
1215 my ($phindid, $freq);
1216
1217 open(IN, "<$infile");
1218
1219 while(<IN>) {
1220
1221 chomp;
1222 @fields = split(/:/, $_);
1223
1224 # phindid and symbols for this line
1225 $phindid = shift @fields;
1226 $symbols = shift @fields;
1227 $freq = shift @fields;
1228
1229 # do we have a thesaurus id corresponding to this phrase?
1230 if (defined($symbolstothesid{$symbols})) {
1231 $thesid = $symbolstothesid{$symbols};
1232 $thesaurustophindid{$thesid} = $phindid;
1233 $phindidtofrequency{$phindid} = $freq;
1234 }
1235 }
1236 close IN;
1237
1238 undef %symbolstothesid;
1239
1240 # 3.
1241 # Create phind-id numbers for remaining thesaurus entries,
1242 # and note that their frequency is 0 for later sorting.
1243 my $nextphindid = $phindid + 1;
1244
1245 open(TH, "<$thesaurusfile");
1246 while(<TH>) {
1247
1248 chomp;
1249 @fields = split(/:/, $_);
1250
1251 # read thesaurus-id and ensure it has a corresponding phind-id
1252 $thesid = shift @fields;
1253 if (!defined($thesaurustophindid{$thesid})) {
1254 $thesaurustophindid{$thesid} = $nextphindid;
1255 $phindidtofrequency{$nextphindid} = 0;
1256 $nextphindid++;
1257 }
1258 }
1259 close TH;
1260
1261 # 4.
1262 # Translate thesaurus file, replacing thesaurus-id numbers with
1263 # phind-id numbers.
1264 my $newthesaurusfile = &util::filename_cat($phinddir, "$thesaurus.phindid");
1265 my ($relations, $linkcounter, $linktext, $linktype, @linkdata);
1266 my (@links, $linkid, %linkidtotype, $newrelation);
1267
1268 open(TH, "<$thesaurusfile");
1269 open(TO, ">$newthesaurusfile");
1270 while(<TH>) {
1271
1272 chomp;
1273 @fields = split(/:/, $_);
1274
1275 # phindid and symbols for this line
1276 ($thesid, $symbols, $relations) = @fields;
1277
1278 die unless ($thesid && $symbols);
1279 die unless $thesaurustophindid{$thesid};
1280 $phindid = $thesaurustophindid{$thesid};
1281
1282 # convert each part of the relation string to use phind-id numbers
1283 # at the same time, we want to sort the list by frequency.
1284 undef %linkidtotype;
1285
1286 foreach $linktext (split(/;/, $relations)) {
1287 @linkdata = split(/,/, $linktext);
1288
1289 # remember the linktype (e.g. BT, NT)
1290 $linktype = shift @linkdata;
1291
1292 # store the type of each link
1293 foreach $thesid (@linkdata) {
1294 die unless (defined($thesaurustophindid{$thesid}));
1295 $linkidtotype{$thesaurustophindid{$thesid}} = $linktype;
1296 }
1297 }
1298
1299 # sort the list of links, first by frequency, then by type.
1300 @links = sort { ($phindidtofrequency{$b} <=> $phindidtofrequency{$a})
1301 or ($linkidtotype{$a} cmp $linkidtotype{$b}) } (keys %linkidtotype);
1302 $linkcounter = (scalar @links);
1303
1304 # create a string describing the link information
1305 $linktype = $linkidtotype{$links[0]};
1306 $newrelation = $linktype;
1307 foreach $linkid (@links) {
1308 if ($linkidtotype{$linkid} ne $linktype) {
1309 $linktype = $linkidtotype{$linkid};
1310 $newrelation .= ";" . $linktype;
1311 }
1312 $newrelation .= "," . $linkid;
1313 }
1314 $newrelation .= ";";
1315
1316
1317 # output the new line
1318 print TO "$phindid:$symbols:$linkcounter:$newrelation:\n";
1319 }
1320 close TH;
1321 close TO;
1322
1323 undef %thesaurustophindid;
1324 undef %linkidtotype;
1325 undef %phindidtofrequency;
1326
1327 # 5.
1328 # Read thesaurus data (in phind-id format) into memory
1329 my %thesaurusdata;
1330
1331 open(TH, "<$newthesaurusfile");
1332 while(<TH>) {
1333 chomp;
1334 ($phindid, $symbols, $linkcounter, $relations) = split(/:/, $_);
1335 die unless ($phindid && $symbols);
1336 $thesaurusdata{$phindid} = "$symbols:$linkcounter:$relations";
1337 }
1338 close TH;
1339
1340 # 6.
1341 # Add thesaurus data to phrases file
1342 my ($text, $tf, $countexp, $expansions, $countdocs, $documents);
1343 my (@documwents, @newexp, $k, $n);
1344 my $linenumber = 0;
1345
1346 open(IN, "<$infile");
1347 open(OUT, ">$outfile");
1348
1349 # Update existing phrases
1350 while(<IN>) {
1351
1352 chomp;
1353 @fields = split(/:/, $_);
1354
1355 # get data for this line
1356 $phindid = shift @fields;
1357
1358 # output the phrase data, with thesaurus information
1359 print OUT "$phindid:", join(":", @fields);
1360
1361 # add thesaurus data
1362 if (defined($thesaurusdata{$phindid})) {
1363 @fields = split(/:/, $thesaurusdata{$phindid});
1364 shift @fields;
1365 $linkcounter = shift @fields;
1366 $relations = shift @fields;
1367
1368 print OUT ":$linkcounter:$relations";
1369 $thesaurusdata{$phindid} = "";
1370 }
1371 print OUT "\n";
1372 }
1373 close IN;
1374
1375 # Add phrases that aren't already in the file
1376 foreach $phindid (sort numerically keys %thesaurusdata) {
1377 next unless ($thesaurusdata{$phindid});
1378
1379 @fields = split(/:/, $thesaurusdata{$phindid});
1380 $symbols = shift @fields;
1381 $linkcounter = shift @fields;
1382 $relations = shift @fields;
1383
1384 print OUT "$phindid:$symbols:0:0:0:::$linkcounter:$relations\n";
1385 }
1386 close OUT;
1387
1388}
1389
1390# restore_vocabulary_data
1391#
1392# Read phrases.3 and restore vocabulary information. Then write
1393# this data to the MGPP input files (pword.txt and pdata.txt) and
1394# (if requested) to the saved phrases file.
1395
1396sub restore_vocabulary_data {
1397 my ($self) = @_;
1398
1399 my $out = $self->{'outhandle'};
1400 my $verbosity = $self->{'verbosity'};
1401 print $out "Translate phrases.3: restore vocabulary\n" if ($verbosity);
1402
1403 my $phinddir = $self->{'phinddir'};
1404 my $infile = &util::filename_cat($phinddir, 'phrases.3');
1405 my $vocabfile = &util::filename_cat($phinddir, 'clauses.vocab');
1406 my $datafile = &util::filename_cat($phinddir, 'pdata.txt');
1407 my $wordfile = &util::filename_cat($phinddir, 'pword.txt');
1408
1409 my $savephrases = $self->{'savephrases'};
1410
1411 # 1.
1412 # Read the vocabulary file
1413 open(V, "<$vocabfile")
1414 || die "Cannot open $vocabfile: $!";
1415 my @symbol;
1416 my $i = 1;
1417 while(<V>) {
1418 chomp;
1419 $symbol[$i++] = $_;
1420 }
1421 close V;
1422
1423 # 2.
1424 # Translate phrases.3 to MGPP input files
1425 my ($key, $text, $word, $isThesaurus, $line);
1426 my @fields;
1427 my $linenumber = 0;
1428
1429 open(IN, "<$infile");
1430 open(DATA, ">$datafile");
1431 open(WORD, ">$wordfile");
1432
1433 # Save the phrases in a separate text file
1434 if ($savephrases) {
1435 print $out "Saving phrases in $savephrases\n" if ($verbosity);
1436 open(SAVE, ">$savephrases");
1437 }
1438
1439 while(<IN>) {
1440
1441 # read the line
1442 chomp;
1443 $line = $_;
1444 @fields = split(/:/, $line);
1445
1446 # get a phrase number for this line
1447 $key = shift @fields;
1448
1449 # restore the text of the phrase
1450 $text = shift @fields;
1451 $text =~ s/s(\d+)/$symbol[$1]/g;
1452 if ($text =~ / /) {
1453 $word = "";
1454 } elsif ($text ne 'untranslated') {
1455 $word = $text;
1456 }
1457
1458 # output the phrase data
1459 print DATA "<Document>";
1460 print DATA "$key:$text:", join(":", @fields), ":\n";
1461
1462 # output the word index search data
1463 print WORD "<Document>$word\n";
1464
1465 # output the phrases to a text file
1466 if ($savephrases) {
1467 if ((scalar @fields) == 7) {
1468 $isThesaurus = 1;
1469 } else {
1470 $isThesaurus = 0;
1471 }
1472 print SAVE $fields[0], "\t", $fields[2], "\t$isThesaurus\t$text\n";
1473 }
1474 }
1475 close IN;
1476 close WORD;
1477 close DATA;
1478 close SAVE if ($savephrases);
1479
1480}
1481
1482
1483
1484# sort routines used to renumber phrases
1485
1486sub numerically { $a <=> $b }
1487
1488sub by_doc_frequency {
1489 my $fa = 1;
1490 if ($a =~ /,/) {
1491 $fa = $a;
1492 $fa =~ s/\d+,//;
1493 }
1494 my $fb = 1;
1495 if ($b =~ /,/) {
1496 $fb = $b;
1497 $fb =~ s/\d+,//;
1498 }
1499
1500 return ($fb <=> $fa);
1501}
1502
15031;
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