mosesdecoder/scripts/ems/support/mml-train.perl
Jeroen Vermeulen ef028446f3 Add license notices to scripts.
This is not pleasant to read (and much, much less pleasant to write!) but
sort of necessary in an open project.  Right now it's quite hard to figure
out what is licensed how, which doesn't matter much to most people but can
suddenly become very important when people want to know what they're being
allowed to do.

I kept the notices as short as I could.  As far as I could see, everything
without a clear license notice is LGPL v2.1 or later.
2015-05-29 18:30:26 +07:00

89 lines
3.7 KiB
Perl
Executable File

#!/usr/bin/env perl
#
# This file is part of moses. Its use is licensed under the GNU Lesser General
# Public License version 2.1 or, at your option, any later version.
use warnings;
use strict;
my ($indomain_source,,$indomain_target,$outdomain_source,$outdomain_target,$lm_training,$lm_binarizer,$order,$lm_settings,$line_count,$model);
use Getopt::Long;
GetOptions('in-source=s' => \$indomain_source,
'in-target=s' => \$indomain_target,
'out-source=s' => \$outdomain_source,
'out-target=s' => \$outdomain_target,
'model=s' => \$model,
'lm-training=s' => \$lm_training,
'lm-binarizer=s' => \$lm_binarizer,
'order=s' => \$order,
'lm-settings=s' => \$lm_settings,
'line-count=i' => \$line_count
) or exit(1);
die("ERROR: in-domain source file not specified (-in-source FILE)") unless defined($indomain_source);
die("ERROR: in-domain target file not specified (-in-target FILE)") unless defined($indomain_target);
die("ERROR: out-of-domain source file not specified (-out-source FILE)") unless defined($outdomain_source);
die("ERROR: out-of-domain target file not specified (-out-target FILE)") unless defined($outdomain_target);
die("ERROR: in-domain source file '$indomain_source' not found") unless -e $indomain_source || -e $indomain_source.".gz";
die("ERROR: in-domain target file '$indomain_target' not found") unless -e $indomain_target || -e $indomain_target.".gz";
die("ERROR: out-of-domain source file '$outdomain_source' not found") unless -e $outdomain_source || -e $outdomain_source.".gz";
die("ERROR: out-of-domain target file '$outdomain_target' not found") unless -e $outdomain_target || -e $outdomain_target.".gz";
die("ERROR: language model order not specified (-order NUM)") unless defined($order);
die("ERROR: language model settings not specified (-lm-settings STRING)") unless defined($lm_settings);
die("ERROR: language model command not specified (-lm-training CMD)") unless defined($lm_training);
die("ERROR: language model binarizer not specified (-lm-binarizer CMD)") unless defined($lm_binarizer);
die("ERROR: model not specified (-model FILESTEM)") unless defined($model);
&train_lm($indomain_source,"in-source");
&train_lm($indomain_target,"in-target");
&extract_vocabulary("in-source");
&extract_vocabulary("in-target");
&train_lm($outdomain_source,"out-source","in-source");
&train_lm($outdomain_target,"out-target","in-target");
sub extract_vocabulary {
my ($type) = @_;
print STDERR "extracting vocabulary from $type language model\n";
open(LM,"$model.$type.lm");
open(VOCAB,">$model.$type.vocab");
my $unigrams = 0;
while(<LM>) {
$unigrams = 1 if /^\\1-grams:/;
last if /^\\2-grams:/;
next unless $unigrams;
my @TOKEN = split(/\s/);
next unless @TOKEN == 3;
next if $TOKEN[1] eq '<s>';
next if $TOKEN[1] eq '<unk>';
next if $TOKEN[1] eq '<\\s>';
print VOCAB $TOKEN[1]."\n";
}
close(LM);
close(VOCAB);
}
sub train_lm {
my ($file,$type,$vocab) = @_;
print STDERR "training $type language model\n";
if (defined($line_count)) {
my $cmd = (-e $file.".gz" ? "zcat $file.gz" : "cat $file");
$cmd .= " | shuf -n $line_count --random-source ".(-e $file.".gz" ? "$file.gz" : $file)." > $model.$type.tok";
print STDERR "extracting $line_count random lines from $file\n$cmd\n";
print STDERR `$cmd`;
$file = "$model.$type.tok";
}
my $cmd = "$lm_training -order $order $lm_settings -text $file -lm $model.$type.lm";
$cmd .= " -vocab $model.$vocab.vocab" if defined($vocab);
print STDERR $cmd."\n";
print STDERR `$cmd`;
$cmd = "$lm_binarizer $model.$type.lm $model.$type.binlm";
print STDERR $cmd."\n";
print STDERR `$cmd`;
}