#!/usr/bin/perl -w # Sample Tokenizer ### Version 1.1 # written by Pidong Wang, based on the code written by Josh Schroeder and Philipp Koehn # Version 1.1 updates: # (1) add multithreading option "-threads NUM_THREADS" (default is 1); # (2) add a timing option "-time" to calculate the average speed of this tokenizer; # (3) add an option "-lines NUM_SENTENCES_PER_THREAD" to set the number of lines for each thread (default is 2000), and this option controls the memory amount needed: the larger this number is, the larger memory is required (the higher tokenization speed); ### Version 1.0 # $Id: tokenizer.perl 915 2009-08-10 08:15:49Z philipp $ # written by Josh Schroeder, based on code by Philipp Koehn binmode(STDIN, ":utf8"); binmode(STDOUT, ":utf8"); use FindBin qw($RealBin); use strict; use Time::HiRes; #use Thread; my $mydir = "$RealBin/nonbreaking_prefixes"; my %NONBREAKING_PREFIX = (); my $language = "en"; my $QUIET = 0; my $HELP = 0; my $AGGRESSIVE = 0; my $SKIP_XML = 0; my $TIMING = 0; my $NUM_THREADS = 1; my $NUM_SENTENCES_PER_THREAD = 2000; while (@ARGV) { $_ = shift; /^-b$/ && ($| = 1, next); /^-l$/ && ($language = shift, next); /^-q$/ && ($QUIET = 1, next); /^-h$/ && ($HELP = 1, next); /^-x$/ && ($SKIP_XML = 1, next); /^-a$/ && ($AGGRESSIVE = 1, next); /^-time$/ && ($TIMING = 1, next); /^-threads$/ && ($NUM_THREADS = int(shift), next); /^-lines$/ && ($NUM_SENTENCES_PER_THREAD = int(shift), next); } # for time calculation my $start_time; if ($TIMING) { $start_time = [ Time::HiRes::gettimeofday( ) ]; } # print help message if ($HELP) { print "Usage ./tokenizer.perl (-l [en|de|...]) (-threads 4) < textfile > tokenizedfile\n"; print "Options:\n"; print " -q ... quiet.\n"; print " -a ... aggressive hyphen splitting.\n"; print " -b ... disable Perl buffering.\n"; print " -time ... enable processing time calculation.\n"; exit; } if (!$QUIET) { print STDERR "Tokenizer Version 1.1\n"; print STDERR "Language: $language\n"; print STDERR "Number of threads: $NUM_THREADS\n"; } # load the language-specific non-breaking prefix info from files in the directory nonbreaking_prefixes load_prefixes($language,\%NONBREAKING_PREFIX); if (scalar(%NONBREAKING_PREFIX) eq 0) { print STDERR "Warning: No known abbreviations for language '$language'\n"; } my @batch_sentences = (); my @thread_list = (); my $count_sentences = 0; if ($NUM_THREADS > 1) {# multi-threading tokenization while() { $count_sentences = $count_sentences + 1; push(@batch_sentences, $_); if (scalar(@batch_sentences)>=($NUM_SENTENCES_PER_THREAD*$NUM_THREADS)) { # assign each thread work for (my $i=0; $i<$NUM_THREADS; $i++) { my $start_index = $i*$NUM_SENTENCES_PER_THREAD; my $end_index = $start_index+$NUM_SENTENCES_PER_THREAD-1; my @subbatch_sentences = @batch_sentences[$start_index..$end_index]; my $new_thread = new Thread \&tokenize_batch, @subbatch_sentences; push(@thread_list, $new_thread); } foreach (@thread_list) { my $tokenized_list = $_->join; foreach (@$tokenized_list) { print $_; } } # reset for the new run @thread_list = (); @batch_sentences = (); } } # the last batch if (scalar(@batch_sentences)>0) { # assign each thread work for (my $i=0; $i<$NUM_THREADS; $i++) { my $start_index = $i*$NUM_SENTENCES_PER_THREAD; if ($start_index >= scalar(@batch_sentences)) { last; } my $end_index = $start_index+$NUM_SENTENCES_PER_THREAD-1; if ($end_index >= scalar(@batch_sentences)) { $end_index = scalar(@batch_sentences)-1; } my @subbatch_sentences = @batch_sentences[$start_index..$end_index]; my $new_thread = new Thread \&tokenize_batch, @subbatch_sentences; push(@thread_list, $new_thread); } foreach (@thread_list) { my $tokenized_list = $_->join; foreach (@$tokenized_list) { print $_; } } } } else {# single thread only while() { if (($SKIP_XML && /^<.+>$/) || /^\s*$/) { #don't try to tokenize XML/HTML tag lines print $_; } else { print &tokenize($_); } } } if ($TIMING) { my $duration = Time::HiRes::tv_interval( $start_time ); print STDERR ("TOTAL EXECUTION TIME: ".$duration."\n"); print STDERR ("TOKENIZATION SPEED: ".($duration/$count_sentences*1000)." milliseconds/line\n"); } ##################################################################################### # subroutines afterward # tokenize a batch of texts saved in an array # input: an array containing a batch of texts # return: another array cotaining a batch of tokenized texts for the input array sub tokenize_batch { my(@text_list) = @_; my(@tokenized_list) = (); foreach (@text_list) { if (($SKIP_XML && /^<.+>$/) || /^\s*$/) { #don't try to tokenize XML/HTML tag lines push(@tokenized_list, $_); } else { push(@tokenized_list, &tokenize($_)); } } return \@tokenized_list; } # the actual tokenize function which tokenizes one input string # input: one string # return: the tokenized string for the input string sub tokenize { my($text) = @_; chomp($text); $text = " $text "; # remove ASCII junk $text =~ s/\s+/ /g; $text =~ s/[\000-\037]//g; # seperate out all "other" special characters $text =~ s/([^\p{IsAlnum}\s\.\'\`\,\-])/ $1 /g; # aggressive hyphen splitting if ($AGGRESSIVE) { $text =~ s/([\p{IsAlnum}])\-([\p{IsAlnum}])/$1 \@-\@ $2/g; } #multi-dots stay together $text =~ s/\.([\.]+)/ DOTMULTI$1/g; while($text =~ /DOTMULTI\./) { $text =~ s/DOTMULTI\.([^\.])/DOTDOTMULTI $1/g; $text =~ s/DOTMULTI\./DOTDOTMULTI/g; } # seperate out "," except if within numbers (5,300) $text =~ s/([^\p{IsN}])[,]([^\p{IsN}])/$1 , $2/g; # separate , pre and post number $text =~ s/([\p{IsN}])[,]([^\p{IsN}])/$1 , $2/g; $text =~ s/([^\p{IsN}])[,]([\p{IsN}])/$1 , $2/g; # turn `into ' $text =~ s/\`/\'/g; #turn '' into " $text =~ s/\'\'/ \" /g; if ($language eq "en") { #split contractions right $text =~ s/([^\p{IsAlpha}])[']([^\p{IsAlpha}])/$1 ' $2/g; $text =~ s/([^\p{IsAlpha}\p{IsN}])[']([\p{IsAlpha}])/$1 ' $2/g; $text =~ s/([\p{IsAlpha}])[']([^\p{IsAlpha}])/$1 ' $2/g; $text =~ s/([\p{IsAlpha}])[']([\p{IsAlpha}])/$1 '$2/g; #special case for "1990's" $text =~ s/([\p{IsN}])[']([s])/$1 '$2/g; } elsif (($language eq "fr") or ($language eq "it")) { #split contractions left $text =~ s/([^\p{IsAlpha}])[']([^\p{IsAlpha}])/$1 ' $2/g; $text =~ s/([^\p{IsAlpha}])[']([\p{IsAlpha}])/$1 ' $2/g; $text =~ s/([\p{IsAlpha}])[']([^\p{IsAlpha}])/$1 ' $2/g; $text =~ s/([\p{IsAlpha}])[']([\p{IsAlpha}])/$1' $2/g; } else { $text =~ s/\'/ \' /g; } #word token method my @words = split(/\s/,$text); $text = ""; for (my $i=0;$i<(scalar(@words));$i++) { my $word = $words[$i]; if ( $word =~ /^(\S+)\.$/) { my $pre = $1; if (($pre =~ /\./ && $pre =~ /\p{IsAlpha}/) || ($NONBREAKING_PREFIX{$pre} && $NONBREAKING_PREFIX{$pre}==1) || ($i/\>/g; # xml #$text =~ s/\'/\'/g; # xml #$text =~ s/\"/\"/g; # xml #$text =~ s/\[/\[/g; # syntax non-terminal #$text =~ s/\]/\]/g; # syntax non-terminal #ensure final line break $text .= "\n" unless $text =~ /\n$/; return $text; } sub load_prefixes { my ($language, $PREFIX_REF) = @_; my $prefixfile = "$mydir/nonbreaking_prefix.$language"; #default back to English if we don't have a language-specific prefix file if (!(-e $prefixfile)) { $prefixfile = "$mydir/nonbreaking_prefix.en"; print STDERR "WARNING: No known abbreviations for language '$language', attempting fall-back to English version...\n"; die ("ERROR: No abbreviations files found in $mydir\n") unless (-e $prefixfile); } if (-e "$prefixfile") { open(PREFIX, "<:utf8", "$prefixfile"); while () { my $item = $_; chomp($item); if (($item) && (substr($item,0,1) ne "#")) { if ($item =~ /(.*)[\s]+(\#NUMERIC_ONLY\#)/) { $PREFIX_REF->{$1} = 2; } else { $PREFIX_REF->{$item} = 1; } } } close(PREFIX); } }