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helper script to generate dawg input files from text
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#!/usr/bin/perl | ||
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use warnings; | ||
use strict; | ||
use utf8; | ||
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use Getopt::Std; | ||
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=pod | ||
=head1 NAME | ||
genwordlists.pl - generate word lists for Tesseract | ||
=head1 SYNOPSIS | ||
genwordlists.pl -i large_text_file -d outdir -p lang | ||
=head1 DESCRIPTION | ||
genwordlists.pl -i large_text_file -d outdir -p lang | ||
Creates 4 files in C<outdir>: F<lang.word.bigrams.unsorted>, | ||
F<lang.word.numbers.unsorted>, F<lang.word.punc.unsorted>, and | ||
F<lang.wordlist.unsorted>, which (when sorted) can be used with | ||
C<wordlist2dawg> for Tesseract's language data. | ||
The script can also run as a filter. Given a set of files created | ||
by WikiExtractor (L<http://medialab.di.unipi.it/Project/SemaWiki/Tools/WikiExtractor.py>), | ||
use: | ||
find WikiExtractor -type f | while read i; do \ | ||
pfx=$(echo $i|tr '/' '_'); cat $i | \ | ||
perl genwordlists.pl -d OUTDIR -p $pfx; done | ||
This will create a set of output files to match each of the files | ||
WikiExtractor created. | ||
To combine these files: | ||
for i in word.bigrams.unsorted word.numbers.unsorted \ | ||
word.punc.unsorted wordlist.unsorted; do \ | ||
find OUTDIR -name "*$i" -exec cat '{}' \; |\ | ||
perl -CS -ane 'BEGIN{my %c=();} chomp; | ||
my($a,$b)=split/\t/;if(defined $c{$a}){$c{$a}+=$b} | ||
else {$c{$a} = $b;} END{while(my($k,$v)=each %c) | ||
{print "$v\t$k\n";}}'|sort -nr > tmp.$i ;done | ||
Followed by: | ||
for i in word.punc.unsorted word.bigrams.unsorted \ | ||
word.numbers.unsorted;do cat tmp.$i \ | ||
awk -F'\t' '{print $2 "\t" $1}' > real.$i ; done | ||
cat tmp.wordlist.unsorted | awk -F'\t' '{print $2}' \ | ||
> real.wordlist.unsorted | ||
Note that, although the langdata repository contains the | ||
counts of each item in most of the punctuation, number, and | ||
bigram files, these files must be filtered to only contain | ||
the first column, otherwise C<wordlist2dawg> will fail to write | ||
the output file. | ||
=head1 CAVEATS | ||
The format of the output files, and how the data are extracted, | ||
is based only on staring at the input files and taking a guess. | ||
They may be wildly inaccurate. | ||
The only part I can say for certain is correct is that digits | ||
are replaced with '?' in the .numbers wordlist. (See F<dict/dict.cpp> | ||
in the Tesseract source). | ||
=head1 COPYRIGHT | ||
Copyright 2014 Jim O'Regan | ||
Licensed under the Apache License, Version 2.0 (the "License"); | ||
you may not use this file except in compliance with the License. | ||
You may obtain a copy of the License at | ||
L<http://www.apache.org/licenses/LICENSE-2.0> | ||
Unless required by applicable law or agreed to in writing, software | ||
distributed under the License is distributed on an "AS IS" BASIS, | ||
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
See the License for the specific language governing permissions and | ||
limitations under the License. | ||
=head1 SEE ALSO | ||
L<wordlist2dawg(1)> | ||
=cut | ||
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# I haven't looked into this too much | ||
my %lig = ( | ||
# Longest first | ||
'ffi' => 'ffi', | ||
'ct' => "\N{U+E003}", | ||
'ff' => 'ff', | ||
'fi' => 'fi', | ||
'fl' => 'fl', | ||
'st' => 'st', | ||
); | ||
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my %punct; | ||
my %num; | ||
my %bigrams; | ||
my %opts; | ||
my %words; | ||
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my $do_ligatures = 0; | ||
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getopts("hli:p:d:", \%opts); | ||
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if (defined $opts{h}) { | ||
print "Usage: genwordlists [options]\n"; | ||
print "-h\tPrints a brief help message\n"; | ||
print "-d\tSet the output directory (default is current)\n"; | ||
print "-b\tSet the prefix for the language data (e.g., eng for English)\n"; | ||
print "-l\tProcess ligatures\n"; | ||
print "-i\tSet the input file. If not set, reads from stdin\n"; | ||
exit; | ||
} | ||
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if (defined $opts{l}) { | ||
$do_ligatures = 1; | ||
} | ||
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my $prefix = ''; | ||
if (!defined $opts{p}) { | ||
print "Prefix (-p) must be set!\n"; | ||
exit; | ||
} else { | ||
if (defined $opts{d}) { | ||
$prefix = $opts{d}; | ||
$prefix =~ s/\/$//; | ||
$prefix .= '/'; | ||
} | ||
$prefix .= $opts{p}; | ||
# Easiest is to drop it, if present, and readd | ||
$prefix =~ s/\.$//; | ||
$prefix .= "."; | ||
} | ||
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my $input; | ||
if (defined $opts{i}) { | ||
open ($input, "<", $opts{i}) or die $!; | ||
#} elsif ($#ARGV > 0) { | ||
# open ($input, "<", $ARGV[0]) or die $!; | ||
} else { | ||
$input = *STDIN; | ||
} | ||
binmode $input, ":utf8"; | ||
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while (<$input>) { | ||
chomp; | ||
tr/\t/ /; | ||
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next if (/^<doc/); | ||
next if (/^<\/doc/); | ||
next if (/^$/); | ||
next if (/^[ \t]*$/); | ||
next if (/^\]\]$/); | ||
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my @punct = $_ =~ /([ \p{Punct}]*)/g; | ||
for my $i (@punct) { | ||
if(defined($punct{$i})) { | ||
$punct{$i}++; | ||
} else { | ||
$punct{$i} = 1; | ||
} | ||
} | ||
my @rawnumtok = split(/ /); | ||
my @numtok = map { local $_ = $_; s/[0-9]/ /g; $_ } grep(/[0-9]/, @rawnumtok); | ||
for my $i (@numtok) { | ||
if(defined($num{$i})) { | ||
$num{$i}++; | ||
} else { | ||
$num{$i} = 1; | ||
} | ||
} | ||
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my @bitoksraw = map { local $_ = $_; s/[0-9]/?/g; $_ } split(/ |[ \p{Punct}][ \p{Punct}]+/); | ||
if ($#bitoksraw > 0) { | ||
my @first = @bitoksraw; | ||
my $discard = shift @bitoksraw; | ||
for (my $j = 0; $j != $#first; $j++) { | ||
if ($bitoksraw[$j] ne '' && $first[$j] ne '') { | ||
my $tok = $first[$j] . " " . $bitoksraw[$j]; | ||
#Not keeping count of these, but this can be useful for trimming | ||
if(defined($bigrams{$tok})) { | ||
$bigrams{$tok}++; | ||
} else { | ||
$bigrams{$tok} = 1; | ||
} | ||
if($do_ligatures == 1) { | ||
my $other = do_lig($tok); | ||
if ($other ne $tok) { | ||
if(defined($bigrams{$other})) { | ||
$bigrams{$other}++; | ||
} else { | ||
$bigrams{$other} = 1; | ||
} | ||
} | ||
} | ||
} | ||
} | ||
} | ||
my @wordl = grep { !/[0-9 \p{Punct}]/ } split (/[ \p{Punct}]+/); | ||
if ($#wordl >= 0) { | ||
for my $word (@wordl) { | ||
if (defined $words{$word}) { | ||
$words{$word}++; | ||
} else { | ||
$words{$word} = 1; | ||
} | ||
} | ||
} | ||
} | ||
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if (defined $opts{i}) { | ||
close $input; | ||
} | ||
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open(BIGRAMS, ">", "${prefix}word.bigrams.unsorted"); | ||
binmode BIGRAMS, ":utf8"; | ||
while (my($k, $v) = each %bigrams) { | ||
print BIGRAMS "$k\t$v\n"; | ||
} | ||
close BIGRAMS; | ||
%bigrams = (); | ||
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open(PUNCT, ">", "${prefix}word.punc.unsorted"); | ||
binmode PUNCT, ":utf8"; | ||
while (my($k, $v) = each %punct) { | ||
print PUNCT "$k\t$v\n"; | ||
} | ||
close PUNCT; | ||
%punct = (); | ||
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open(NUMS, ">", "${prefix}word.numbers.unsorted"); | ||
binmode NUMS, ":utf8"; | ||
while (my($k, $v) = each %num) { | ||
print NUMS "$k\t$v\n"; | ||
} | ||
close NUMS; | ||
%num = (); | ||
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open(WORDS, ">", "${prefix}wordlist.unsorted"); | ||
binmode WORDS, ":utf8"; | ||
while (my($k, $v) = each %words) { | ||
print WORDS "$k\t$v\n"; | ||
} | ||
close WORDS; | ||
%words = (); | ||
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sub do_lig { | ||
my $word = shift; | ||
while (my($k, $v) = each %lig) { | ||
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$word =~ s/$k/$v/g; | ||
} | ||
$word; | ||
} |
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