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| 1 |  |  |  |  |  |  | # WordNet::vectorFile.pm version 2.04 | 
| 2 |  |  |  |  |  |  | # (Last updated $Id: vectorFile.pm,v 1.1 2008/03/27 05:13:01 sidz1979 Exp $) | 
| 3 |  |  |  |  |  |  | # | 
| 4 |  |  |  |  |  |  | # Package used by WordNet::Similarity::vector module that | 
| 5 |  |  |  |  |  |  | # computes semantic relatedness of word senses in WordNet | 
| 6 |  |  |  |  |  |  | # using gloss vectors. This module provides a read/write | 
| 7 |  |  |  |  |  |  | # interface into the word vectors file. | 
| 8 |  |  |  |  |  |  | # | 
| 9 |  |  |  |  |  |  | # Copyright (c) 2005, | 
| 10 |  |  |  |  |  |  | # | 
| 11 |  |  |  |  |  |  | # Ted Pedersen, University of Minnesota, Duluth | 
| 12 |  |  |  |  |  |  | # tpederse at d.umn.edu | 
| 13 |  |  |  |  |  |  | # | 
| 14 |  |  |  |  |  |  | # Siddharth Patwardhan, University of Utah, Salt Lake City | 
| 15 |  |  |  |  |  |  | # sidd at cs.utah.edu | 
| 16 |  |  |  |  |  |  | # | 
| 17 |  |  |  |  |  |  | # This program is free software; you can redistribute it and/or | 
| 18 |  |  |  |  |  |  | # modify it under the terms of the GNU General Public License | 
| 19 |  |  |  |  |  |  | # as published by the Free Software Foundation; either version 2 | 
| 20 |  |  |  |  |  |  | # of the License, or (at your option) any later version. | 
| 21 |  |  |  |  |  |  | # | 
| 22 |  |  |  |  |  |  | # This program is distributed in the hope that it will be useful, | 
| 23 |  |  |  |  |  |  | # but WITHOUT ANY WARRANTY; without even the implied warranty of | 
| 24 |  |  |  |  |  |  | # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the | 
| 25 |  |  |  |  |  |  | # GNU General Public License for more details. | 
| 26 |  |  |  |  |  |  | # | 
| 27 |  |  |  |  |  |  | # You should have received a copy of the GNU General Public License | 
| 28 |  |  |  |  |  |  | # along with this program; if not, write to | 
| 29 |  |  |  |  |  |  | # | 
| 30 |  |  |  |  |  |  | # The Free Software Foundation, Inc., | 
| 31 |  |  |  |  |  |  | # 59 Temple Place - Suite 330, | 
| 32 |  |  |  |  |  |  | # Boston, MA  02111-1307, USA. | 
| 33 |  |  |  |  |  |  |  | 
| 34 |  |  |  |  |  |  | package WordNet::vectorFile; | 
| 35 |  |  |  |  |  |  |  | 
| 36 |  |  |  |  |  |  | =head1 NAME | 
| 37 |  |  |  |  |  |  |  | 
| 38 |  |  |  |  |  |  | WordNet::vectorFile - Provides access to the word vectors database (used | 
| 39 |  |  |  |  |  |  | by the vector and vector_pairs WordNet::Similarity measures). | 
| 40 |  |  |  |  |  |  |  | 
| 41 |  |  |  |  |  |  | =head1 SYNOPSIS | 
| 42 |  |  |  |  |  |  |  | 
| 43 |  |  |  |  |  |  | use WordNet::vectorFile; | 
| 44 |  |  |  |  |  |  |  | 
| 45 |  |  |  |  |  |  | my ($dCount, $dims, $vecRef) = WordNet::vectorFile->readVectors($filename); | 
| 46 |  |  |  |  |  |  |  | 
| 47 |  |  |  |  |  |  | WordNet::vectorFile->writeVectors($fname, $dCount, $dims, $vecRef); | 
| 48 |  |  |  |  |  |  |  | 
| 49 |  |  |  |  |  |  | =head1 DESCRIPTION | 
| 50 |  |  |  |  |  |  |  | 
| 51 |  |  |  |  |  |  | This module provides a read/write interface into the word vectors data | 
| 52 |  |  |  |  |  |  | file. This module is used by WordNet::Similarity::vector and | 
| 53 |  |  |  |  |  |  | WordNet::Similarity::vector_pairs as an interface into the word | 
| 54 |  |  |  |  |  |  | vectors database. This module abstracts the format of the data file | 
| 55 |  |  |  |  |  |  | away from the user. | 
| 56 |  |  |  |  |  |  |  | 
| 57 |  |  |  |  |  |  | =head2 Methods | 
| 58 |  |  |  |  |  |  |  | 
| 59 |  |  |  |  |  |  | =over | 
| 60 |  |  |  |  |  |  |  | 
| 61 |  |  |  |  |  |  | =cut | 
| 62 |  |  |  |  |  |  |  | 
| 63 | 1 |  |  | 1 |  | 5 | use strict; | 
|  | 1 |  |  |  |  | 1 |  | 
|  | 1 |  |  |  |  | 23 |  | 
| 64 | 1 |  |  | 1 |  | 4 | use Exporter; | 
|  | 1 |  |  |  |  | 2 |  | 
|  | 1 |  |  |  |  | 32 |  | 
| 65 | 1 |  |  | 1 |  | 5 | use vars qw($VERSION @ISA @EXPORT @EXPORT_OK %EXPORT_TAGS); | 
|  | 1 |  |  |  |  | 2 |  | 
|  | 1 |  |  |  |  | 780 |  | 
| 66 |  |  |  |  |  |  |  | 
| 67 |  |  |  |  |  |  | @ISA = qw(Exporter); | 
| 68 |  |  |  |  |  |  |  | 
| 69 |  |  |  |  |  |  | %EXPORT_TAGS = (); | 
| 70 |  |  |  |  |  |  |  | 
| 71 |  |  |  |  |  |  | @EXPORT_OK = (); | 
| 72 |  |  |  |  |  |  |  | 
| 73 |  |  |  |  |  |  | @EXPORT = (); | 
| 74 |  |  |  |  |  |  |  | 
| 75 |  |  |  |  |  |  | $VERSION = '2.04'; | 
| 76 |  |  |  |  |  |  |  | 
| 77 |  |  |  |  |  |  | =item readVectors | 
| 78 |  |  |  |  |  |  |  | 
| 79 |  |  |  |  |  |  | This method reads in a word vectors file, and returns the document count, | 
| 80 |  |  |  |  |  |  | the words corresponding to the dimensions of the vectors, and a reference | 
| 81 |  |  |  |  |  |  | to an array containing the list of word vectors. | 
| 82 |  |  |  |  |  |  |  | 
| 83 |  |  |  |  |  |  | Parameters: $file -- the file name of the word vectors file. | 
| 84 |  |  |  |  |  |  |  | 
| 85 |  |  |  |  |  |  | Returns: ($dCount, $dims, $vecRef) | 
| 86 |  |  |  |  |  |  |  | 
| 87 |  |  |  |  |  |  | =cut | 
| 88 |  |  |  |  |  |  |  | 
| 89 |  |  |  |  |  |  | # Read the word vectors from a file. | 
| 90 |  |  |  |  |  |  | sub readVectors | 
| 91 |  |  |  |  |  |  | { | 
| 92 | 0 |  |  | 0 | 1 |  | my $className = shift; | 
| 93 | 0 |  |  |  |  |  | my $fname = shift; | 
| 94 | 0 |  |  |  |  |  | my $state = 0; | 
| 95 | 0 |  |  |  |  |  | my $docCount = 0; | 
| 96 | 0 |  |  |  |  |  | my $dimensions = {}; | 
| 97 | 0 |  |  |  |  |  | my $vectors = {}; | 
| 98 | 0 |  |  |  |  |  | my @parts = (); | 
| 99 |  |  |  |  |  |  |  | 
| 100 |  |  |  |  |  |  | # Check that input values are defined. | 
| 101 | 0 | 0 | 0 |  |  |  | return (undef, undef, undef) if(!defined $className || !defined $fname || ref $className); | 
|  |  |  | 0 |  |  |  |  | 
| 102 |  |  |  |  |  |  |  | 
| 103 |  |  |  |  |  |  | # Read the data. | 
| 104 | 0 | 0 |  |  |  |  | open(IPFILE, $fname) || return (undef, undef, undef); | 
| 105 | 0 |  |  |  |  |  | while() | 
| 106 |  |  |  |  |  |  | { | 
| 107 | 0 |  |  |  |  |  | s/[\r\f\n]//g; | 
| 108 | 0 |  |  |  |  |  | s/^\s+//; | 
| 109 | 0 |  |  |  |  |  | s/\s+$//; | 
| 110 | 0 | 0 |  |  |  |  | if($state == 0) | 
|  |  | 0 |  |  |  |  |  | 
|  |  | 0 |  |  |  |  |  | 
| 111 |  |  |  |  |  |  | { | 
| 112 | 0 | 0 |  |  |  |  | if(/DOCUMENTCOUNT\s*=\s*([0-9]+)/) | 
|  |  | 0 |  |  |  |  |  | 
|  |  | 0 |  |  |  |  |  | 
| 113 |  |  |  |  |  |  | { | 
| 114 | 0 |  |  |  |  |  | $docCount = $1; | 
| 115 |  |  |  |  |  |  | } | 
| 116 |  |  |  |  |  |  | elsif(/--Dimensions Start--/) | 
| 117 |  |  |  |  |  |  | { | 
| 118 | 0 |  |  |  |  |  | $state = 1; | 
| 119 |  |  |  |  |  |  | } | 
| 120 |  |  |  |  |  |  | elsif(/--Vectors Start--/) | 
| 121 |  |  |  |  |  |  | { | 
| 122 | 0 |  |  |  |  |  | $state = 2; | 
| 123 |  |  |  |  |  |  | } | 
| 124 |  |  |  |  |  |  | } | 
| 125 |  |  |  |  |  |  | elsif($state == 1) | 
| 126 |  |  |  |  |  |  | { | 
| 127 | 0 | 0 | 0 |  |  |  | if(/--Dimensions End--/) | 
|  |  | 0 |  |  |  |  |  | 
|  |  | 0 |  |  |  |  |  | 
| 128 |  |  |  |  |  |  | { | 
| 129 | 0 |  |  |  |  |  | $state = 0; | 
| 130 |  |  |  |  |  |  | } | 
| 131 |  |  |  |  |  |  | elsif(/^--Dimensions/ || /^--Vectors/) | 
| 132 |  |  |  |  |  |  | { | 
| 133 | 0 |  |  |  |  |  | return (undef, undef, undef); | 
| 134 |  |  |  |  |  |  | } | 
| 135 |  |  |  |  |  |  | elsif($_ ne "") | 
| 136 |  |  |  |  |  |  | { | 
| 137 | 0 |  |  |  |  |  | @parts = split(/\s+/, $_, 2); | 
| 138 | 0 |  |  |  |  |  | $dimensions->{$parts[0]} = $parts[1]; | 
| 139 |  |  |  |  |  |  | } | 
| 140 |  |  |  |  |  |  | } | 
| 141 |  |  |  |  |  |  | elsif($state == 2) | 
| 142 |  |  |  |  |  |  | { | 
| 143 | 0 | 0 | 0 |  |  |  | if(/--Vectors End--/) | 
|  |  | 0 |  |  |  |  |  | 
|  |  | 0 |  |  |  |  |  | 
| 144 |  |  |  |  |  |  | { | 
| 145 | 0 |  |  |  |  |  | $state = 0; | 
| 146 |  |  |  |  |  |  | } | 
| 147 |  |  |  |  |  |  | elsif(/^--Dimensions/ || /^--Vectors/) | 
| 148 |  |  |  |  |  |  | { | 
| 149 | 0 |  |  |  |  |  | return (undef, undef, undef); | 
| 150 |  |  |  |  |  |  | } | 
| 151 |  |  |  |  |  |  | elsif($_ ne "") | 
| 152 |  |  |  |  |  |  | { | 
| 153 | 0 |  |  |  |  |  | @parts = split(/\s+/, $_, 2); | 
| 154 | 0 |  |  |  |  |  | $vectors->{$parts[0]} = $parts[1]; | 
| 155 |  |  |  |  |  |  | } | 
| 156 |  |  |  |  |  |  | } | 
| 157 |  |  |  |  |  |  | else | 
| 158 |  |  |  |  |  |  | { | 
| 159 | 0 |  |  |  |  |  | return (undef, undef, undef); | 
| 160 |  |  |  |  |  |  | } | 
| 161 |  |  |  |  |  |  | } | 
| 162 | 0 |  |  |  |  |  | close(IPFILE); | 
| 163 |  |  |  |  |  |  |  | 
| 164 |  |  |  |  |  |  | # Return the data read. | 
| 165 | 0 |  |  |  |  |  | return ($docCount, $dimensions, $vectors); | 
| 166 |  |  |  |  |  |  | } | 
| 167 |  |  |  |  |  |  |  | 
| 168 |  |  |  |  |  |  | =item writeVectors | 
| 169 |  |  |  |  |  |  |  | 
| 170 |  |  |  |  |  |  | This method writes out a list of word vectors to the word vectors file. | 
| 171 |  |  |  |  |  |  |  | 
| 172 |  |  |  |  |  |  | Parameters: $fname, $dCount, $dims, $vecRef | 
| 173 |  |  |  |  |  |  |  | 
| 174 |  |  |  |  |  |  | Returns: none | 
| 175 |  |  |  |  |  |  |  | 
| 176 |  |  |  |  |  |  | =back | 
| 177 |  |  |  |  |  |  |  | 
| 178 |  |  |  |  |  |  | =cut | 
| 179 |  |  |  |  |  |  |  | 
| 180 |  |  |  |  |  |  | # Write the word vectors to a file. | 
| 181 |  |  |  |  |  |  | sub writeVectors | 
| 182 |  |  |  |  |  |  | { | 
| 183 | 0 |  |  | 0 | 1 |  | my $className = shift; | 
| 184 | 0 |  |  |  |  |  | my $fname = shift; | 
| 185 | 0 |  |  |  |  |  | my $documentCount = shift; | 
| 186 | 0 |  |  |  |  |  | my $dimensions = shift; | 
| 187 | 0 |  |  |  |  |  | my $vectors = shift; | 
| 188 |  |  |  |  |  |  |  | 
| 189 |  |  |  |  |  |  | # Check that all input values are defined. | 
| 190 | 0 | 0 | 0 |  |  |  | return 0 if(!defined $className || !defined $fname || !defined $documentCount || !defined $dimensions || !defined $vectors); | 
|  |  |  | 0 |  |  |  |  | 
|  |  |  | 0 |  |  |  |  | 
|  |  |  | 0 |  |  |  |  | 
| 191 |  |  |  |  |  |  |  | 
| 192 |  |  |  |  |  |  | # Check that the className and filename aren't references. | 
| 193 | 0 | 0 | 0 |  |  |  | return 0 if(ref $className || ref $fname); | 
| 194 |  |  |  |  |  |  |  | 
| 195 |  |  |  |  |  |  | # Check that document count is numeric. | 
| 196 | 0 | 0 |  |  |  |  | return 0 if($documentCount !~ /^[0-9]+$/); | 
| 197 |  |  |  |  |  |  |  | 
| 198 |  |  |  |  |  |  | # Write the data to the file... | 
| 199 |  |  |  |  |  |  | # WARNING: No integrity check of data is performed. | 
| 200 | 0 | 0 |  |  |  |  | open(OPFILE, ">$fname") || return 0; | 
| 201 | 0 |  |  |  |  |  | print OPFILE "DOCUMENTCOUNT=$documentCount\n"; | 
| 202 | 0 |  |  |  |  |  | print OPFILE "--Dimensions Start--\n"; | 
| 203 | 0 |  |  |  |  |  | foreach my $key (keys %{$dimensions}) | 
|  | 0 |  |  |  |  |  |  | 
| 204 |  |  |  |  |  |  | { | 
| 205 | 0 |  |  |  |  |  | print OPFILE "$key ".($dimensions->{$key})."\n"; | 
| 206 |  |  |  |  |  |  | } | 
| 207 | 0 |  |  |  |  |  | print OPFILE "--Dimensions End--\n"; | 
| 208 | 0 |  |  |  |  |  | print OPFILE "--Vectors Start--\n"; | 
| 209 | 0 |  |  |  |  |  | foreach my $key (keys %{$vectors}) | 
|  | 0 |  |  |  |  |  |  | 
| 210 |  |  |  |  |  |  | { | 
| 211 | 0 |  |  |  |  |  | print OPFILE "$key ".($vectors->{$key})."\n"; | 
| 212 |  |  |  |  |  |  | } | 
| 213 | 0 |  |  |  |  |  | print OPFILE "--Vectors End--\n"; | 
| 214 | 0 |  |  |  |  |  | close(OPFILE); | 
| 215 |  |  |  |  |  |  |  | 
| 216 |  |  |  |  |  |  | # Success. | 
| 217 | 0 |  |  |  |  |  | return 1; | 
| 218 |  |  |  |  |  |  | } | 
| 219 |  |  |  |  |  |  |  | 
| 220 |  |  |  |  |  |  | 1; | 
| 221 |  |  |  |  |  |  |  | 
| 222 |  |  |  |  |  |  | __END__ |