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#parallelize mbr computation from k-best list
#Example usage : ./mbr.pl <kbest input file> <mbr output directory>
#!/usr/bin/perl -w
use strict;
use File::Temp;
use FileHandle;
sub create_qsub;
my $MBR = "/chomes/vlad/ws10smt/mteval/mbr_kbest";
die unless -x $MBR;
my $kbest = shift @ARGV;
die "First parameter must be a kbest file!" unless -r $kbest;
#create directory to store seperate kbest files and mbr output
my $dir = shift @ARGV;
if (-e $dir)
{ die "$dir exists\n";
}{ mkdir $dir or die;}
die "Second parameter must be a directory!" unless -d $dir;
#my @a = grep { /^--weights$/ } @ARGV;
#die "Please specify a weights file with --weights" unless scalar @a;
open SCORE, "< $kbest" or next;
my @lines = <SCORE>;
my $num = @lines;
my %sent_id=();
my $cdir = `pwd`;
my %ids=();
my $fh;
my $file_count=0;
#temp file to store qsub commands
my $fn = File::Temp::tempnam("/tmp", "mbr-");
mkdir $fn or die "Couldn't create $fn: $!";
#split the kbest list into per sentence files
foreach my $line (@lines)
{
my @parts = split(/ /, $line);
my $sentid = $parts[0];
if ($sent_id{$sentid})
{
if(defined $fh){ print $fh $line;}
}
else
{
if (defined $fh){
$fh->close;
#create qsub entry
create_qsub("$file_count");
$file_count++;
}
$fh=FileHandle->new(">$dir/kbest.mbr.$file_count");
print $fh ($line);
$sent_id{$sentid}++;
}
}
$fh->close;
#create last qsub entry
create_qsub("$file_count");
$file_count++;
sleep 1;
print STDERR "Waiting...\n";
my $flag;
do {
sleep 5;
$flag = undef;
my $stat = `qstat`;
my @lines = split /\n/, $stat;
for my $ln (@lines) {
my ($x, @rest) = split /\./, $ln;
if ($ids{$x}) { $flag = 1; }
}
} while ($flag);
#consolidate mbr output into one kbest file
for (my $i = 0; $i < $file_count; $i++) {
open F, "<$dir/$i.mbr-txt" or die "Couldn't read $dir/$i.mbr-txt: $!";
while(<F>) {
print;
}
close F;
}
#`rm -rf $fn`;
sub create_qsub {
my $file_n = shift;
my $sfn = "$fn/$file_n.mbr";
open F, ">$sfn" or die "Couldn't create $sfn: $!";
print F "cd $cdir";
print F "$MBR < $dir/kbest.mbr.$file_n @ARGV -L > $dir/$file_n.mbr-txt\n";
close F;
# `sleep 10`;
my $o = `qsub -q batch -l pmem=1000mb,walltime=06:00:00 $sfn -k n -e /dev/null`;
#my $o = `qsub -q batch -l pmem=1000mb,walltime=06:00:00 $sfn -k n`;
my ($x, @rest) = split /\./, $o;
$ids{$x}=1;
}
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