From 8aa29810bb77611cc20b7a384897ff6703783ea1 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 18 Nov 2012 13:35:42 -0500 Subject: major restructure of the training code --- dpmert/dpmert.pl | 617 ------------------------------------------------------- 1 file changed, 617 deletions(-) delete mode 100755 dpmert/dpmert.pl (limited to 'dpmert/dpmert.pl') diff --git a/dpmert/dpmert.pl b/dpmert/dpmert.pl deleted file mode 100755 index c4f98870..00000000 --- a/dpmert/dpmert.pl +++ /dev/null @@ -1,617 +0,0 @@ -#!/usr/bin/env perl -use strict; -my @ORIG_ARGV=@ARGV; -use Cwd qw(getcwd); -my $SCRIPT_DIR; BEGIN { use Cwd qw/ abs_path /; use File::Basename; $SCRIPT_DIR = dirname(abs_path($0)); push @INC, $SCRIPT_DIR, "$SCRIPT_DIR/../environment"; } - -# Skip local config (used for distributing jobs) if we're running in local-only mode -use LocalConfig; -use Getopt::Long; -use File::Basename qw(basename); -require "libcall.pl"; - -my $QSUB_CMD = qsub_args(mert_memory()); - -# Default settings -my $srcFile; # deprecated -my $refFiles; # deprecated -my $default_jobs = env_default_jobs(); -my $bin_dir = $SCRIPT_DIR; -die "Bin directory $bin_dir missing/inaccessible" unless -d $bin_dir; -my $FAST_SCORE="$bin_dir/../mteval/fast_score"; -die "Can't execute $FAST_SCORE" unless -x $FAST_SCORE; -my $MAPINPUT = "$bin_dir/mr_dpmert_generate_mapper_input"; -my $MAPPER = "$bin_dir/mr_dpmert_map"; -my $REDUCER = "$bin_dir/mr_dpmert_reduce"; -my $parallelize = "$bin_dir/parallelize.pl"; -my $libcall = "$bin_dir/libcall.pl"; -my $sentserver = "$bin_dir/sentserver"; -my $sentclient = "$bin_dir/sentclient"; -my $LocalConfig = "$SCRIPT_DIR/../environment/LocalConfig.pm"; - -my $SCORER = $FAST_SCORE; -die "Can't find $MAPPER" unless -x $MAPPER; -my $cdec = "$bin_dir/../decoder/cdec"; -die "Can't find decoder in $cdec" unless -x $cdec; -die "Can't find $parallelize" unless -x $parallelize; -die "Can't find $libcall" unless -e $libcall; -my $decoder = $cdec; -my $lines_per_mapper = 200; -my $rand_directions = 15; -my $iteration = 1; -my $best_weights; -my $max_iterations = 15; -my $optimization_iters = 6; -my $jobs = $default_jobs; # number of decode nodes -my $pmem = "9g"; -my $disable_clean = 0; -my %seen_weights; -my $help = 0; -my $epsilon = 0.0001; -my $last_score = -10000000; -my $metric = "ibm_bleu"; -my $dir; -my $iniFile; -my $weights; -my $initialWeights; -my $bleu_weight=1; -my $use_make = 1; # use make to parallelize line search -my $useqsub; -my $pass_suffix = ''; -my $devset; -# Process command-line options -if (GetOptions( - "config=s" => \$iniFile, - "weights=s" => \$initialWeights, - "devset=s" => \$devset, - "jobs=i" => \$jobs, - "pass-suffix=s" => \$pass_suffix, - "help" => \$help, - "qsub" => \$useqsub, - "iterations=i" => \$max_iterations, - "pmem=s" => \$pmem, - "random-directions=i" => \$rand_directions, - "metric=s" => \$metric, - "source-file=s" => \$srcFile, - "output-dir=s" => \$dir, -) == 0 || @ARGV!=0 || $help) { - print_help(); - exit; -} - -if ($useqsub) { - $use_make = 0; - die "LocalEnvironment.pm does not have qsub configuration for this host. Cannot run with --qsub!\n" unless has_qsub(); -} - -my @missing_args = (); -if (defined $srcFile || defined $refFiles) { - die <) { $devSize++; } -close F; - -unless($best_weights){ $best_weights = $weights; } -unless($projected_score){ $projected_score = 0.0; } -$seen_weights{$weights} = 1; - -my $random_seed = int(time / 1000); -my $lastWeightsFile; -my $lastPScore = 0; -# main optimization loop -while (1){ - print STDERR "\n\nITERATION $iteration\n==========\n"; - - if ($iteration > $max_iterations){ - print STDERR "\nREACHED STOPPING CRITERION: Maximum iterations\n"; - last; - } - # iteration-specific files - my $runFile="$dir/run.raw.$iteration"; - my $onebestFile="$dir/1best.$iteration"; - my $logdir="$dir/logs.$iteration"; - my $decoderLog="$logdir/decoder.sentserver.log.$iteration"; - my $scorerLog="$logdir/scorer.log.$iteration"; - check_call("mkdir -p $logdir"); - - - #decode - print STDERR "RUNNING DECODER AT "; - print STDERR unchecked_output("date"); - my $im1 = $iteration - 1; - my $weightsFile="$dir/weights.$im1"; - my $decoder_cmd = "$decoder -c $iniFile --weights$pass_suffix $weightsFile -O $dir/hgs"; - my $pcmd; - if ($use_make) { - $pcmd = "cat $srcFile | $parallelize --workdir $dir --use-fork -p $pmem -e $logdir -j $jobs --"; - } else { - $pcmd = "cat $srcFile | $parallelize --workdir $dir -p $pmem -e $logdir -j $jobs --"; - } - my $cmd = "$pcmd $decoder_cmd 2> $decoderLog 1> $runFile"; - print STDERR "COMMAND:\n$cmd\n"; - check_bash_call($cmd); - my $num_hgs; - my $num_topbest; - my $retries = 0; - while($retries < 5) { - $num_hgs = check_output("ls $dir/hgs/*.gz | wc -l"); - $num_topbest = check_output("wc -l < $runFile"); - print STDERR "NUMBER OF HGs: $num_hgs\n"; - print STDERR "NUMBER OF TOP-BEST HYPs: $num_topbest\n"; - if($devSize == $num_hgs && $devSize == $num_topbest) { - last; - } else { - print STDERR "Incorrect number of hypergraphs or topbest. Waiting for distributed filesystem and retrying...\n"; - sleep(3); - } - $retries++; - } - die "Dev set contains $devSize sentences, but we don't have topbest and hypergraphs for all these! Decoder failure? Check $decoderLog\n" if ($devSize != $num_hgs || $devSize != $num_topbest); - my $dec_score = check_output("cat $runFile | $SCORER $refs -m $metric"); - chomp $dec_score; - print STDERR "DECODER SCORE: $dec_score\n"; - - # save space - check_call("gzip -f $runFile"); - check_call("gzip -f $decoderLog"); - - # run optimizer - print STDERR "RUNNING OPTIMIZER AT "; - print STDERR unchecked_output("date"); - my $mergeLog="$logdir/prune-merge.log.$iteration"; - - my $score = 0; - my $icc = 0; - my $inweights="$dir/weights.$im1"; - for (my $opt_iter=1; $opt_iter<$optimization_iters; $opt_iter++) { - print STDERR "\nGENERATE OPTIMIZATION STRATEGY (OPT-ITERATION $opt_iter/$optimization_iters)\n"; - print STDERR unchecked_output("date"); - $icc++; - $cmd="$MAPINPUT -w $inweights -r $dir/hgs -s $devSize -d $rand_directions > $dir/agenda.$im1-$opt_iter"; - print STDERR "COMMAND:\n$cmd\n"; - check_call($cmd); - check_call("mkdir -p $dir/splag.$im1"); - $cmd="split -a 3 -l $lines_per_mapper $dir/agenda.$im1-$opt_iter $dir/splag.$im1/mapinput."; - print STDERR "COMMAND:\n$cmd\n"; - check_call($cmd); - opendir(DIR, "$dir/splag.$im1") or die "Can't open directory: $!"; - my @shards = grep { /^mapinput\./ } readdir(DIR); - closedir DIR; - die "No shards!" unless scalar @shards > 0; - my $joblist = ""; - my $nmappers = 0; - my @mapoutputs = (); - @cleanupcmds = (); - my %o2i = (); - my $first_shard = 1; - my $mkfile; # only used with makefiles - my $mkfilename; - if ($use_make) { - $mkfilename = "$dir/splag.$im1/domap.mk"; - open $mkfile, ">$mkfilename" or die "Couldn't write $mkfilename: $!"; - print $mkfile "all: $dir/splag.$im1/map.done\n\n"; - } - my @mkouts = (); # only used with makefiles - for my $shard (@shards) { - my $mapoutput = $shard; - my $client_name = $shard; - $client_name =~ s/mapinput.//; - $client_name = "dpmert.$client_name"; - $mapoutput =~ s/mapinput/mapoutput/; - push @mapoutputs, "$dir/splag.$im1/$mapoutput"; - $o2i{"$dir/splag.$im1/$mapoutput"} = "$dir/splag.$im1/$shard"; - my $script = "$MAPPER -s $srcFile -m $metric $refs < $dir/splag.$im1/$shard | sort -t \$'\\t' -k 1 > $dir/splag.$im1/$mapoutput"; - if ($use_make) { - my $script_file = "$dir/scripts/map.$shard"; - open F, ">$script_file" or die "Can't write $script_file: $!"; - print F "#!/bin/bash\n"; - print F "$script\n"; - close F; - my $output = "$dir/splag.$im1/$mapoutput"; - push @mkouts, $output; - chmod(0755, $script_file) or die "Can't chmod $script_file: $!"; - if ($first_shard) { print STDERR "$script\n"; $first_shard=0; } - print $mkfile "$output: $dir/splag.$im1/$shard\n\t$script_file\n\n"; - } else { - my $script_file = "$dir/scripts/map.$shard"; - open F, ">$script_file" or die "Can't write $script_file: $!"; - print F "$script\n"; - close F; - if ($first_shard) { print STDERR "$script\n"; $first_shard=0; } - - $nmappers++; - my $qcmd = "$QSUB_CMD -N $client_name -o /dev/null -e $logdir/$client_name.ER $script_file"; - my $jobid = check_output("$qcmd"); - chomp $jobid; - $jobid =~ s/^(\d+)(.*?)$/\1/g; - $jobid =~ s/^Your job (\d+) .*$/\1/; - push(@cleanupcmds, "qdel $jobid 2> /dev/null"); - print STDERR " $jobid"; - if ($joblist == "") { $joblist = $jobid; } - else {$joblist = $joblist . "\|" . $jobid; } - } - } - if ($use_make) { - print $mkfile "$dir/splag.$im1/map.done: @mkouts\n\ttouch $dir/splag.$im1/map.done\n\n"; - close $mkfile; - my $mcmd = "make -j $jobs -f $mkfilename"; - print STDERR "\nExecuting: $mcmd\n"; - check_call($mcmd); - } else { - print STDERR "\nLaunched $nmappers mappers.\n"; - sleep 8; - print STDERR "Waiting for mappers to complete...\n"; - while ($nmappers > 0) { - sleep 5; - my @livejobs = grep(/$joblist/, split(/\n/, unchecked_output("qstat | grep -v ' C '"))); - $nmappers = scalar @livejobs; - } - print STDERR "All mappers complete.\n"; - } - my $tol = 0; - my $til = 0; - for my $mo (@mapoutputs) { - my $olines = get_lines($mo); - my $ilines = get_lines($o2i{$mo}); - $tol += $olines; - $til += $ilines; - die "$mo: output lines ($olines) doesn't match input lines ($ilines)" unless $olines==$ilines; - } - print STDERR "Results for $tol/$til lines\n"; - print STDERR "\nSORTING AND RUNNING VEST REDUCER\n"; - print STDERR unchecked_output("date"); - $cmd="sort -t \$'\\t' -k 1 @mapoutputs | $REDUCER -m $metric > $dir/redoutput.$im1"; - print STDERR "COMMAND:\n$cmd\n"; - check_bash_call($cmd); - $cmd="sort -nk3 $DIR_FLAG '-t|' $dir/redoutput.$im1 | head -1"; - # sort returns failure even when it doesn't fail for some reason - my $best=unchecked_output("$cmd"); chomp $best; - print STDERR "$best\n"; - my ($oa, $x, $xscore) = split /\|/, $best; - $score = $xscore; - print STDERR "PROJECTED SCORE: $score\n"; - if (abs($x) < $epsilon) { - print STDERR "\nOPTIMIZER: no score improvement: abs($x) < $epsilon\n"; - last; - } - my $psd = $score - $last_score; - $last_score = $score; - if (abs($psd) < $epsilon) { - print STDERR "\nOPTIMIZER: no score improvement: abs($psd) < $epsilon\n"; - last; - } - my ($origin, $axis) = split /\s+/, $oa; - - my %ori = convert($origin); - my %axi = convert($axis); - - my $finalFile="$dir/weights.$im1-$opt_iter"; - open W, ">$finalFile" or die "Can't write: $finalFile: $!"; - my $norm = 0; - for my $k (sort keys %ori) { - my $dd = $ori{$k} + $axi{$k} * $x; - $norm += $dd * $dd; - } - $norm = sqrt($norm); - $norm = 1; - for my $k (sort keys %ori) { - my $v = ($ori{$k} + $axi{$k} * $x) / $norm; - print W "$k $v\n"; - } - check_call("rm $dir/splag.$im1/*"); - $inweights = $finalFile; - } - $lastWeightsFile = "$dir/weights.$iteration"; - check_call("cp $inweights $lastWeightsFile"); - if ($icc < 2) { - print STDERR "\nREACHED STOPPING CRITERION: score change too little\n"; - last; - } - $lastPScore = $score; - $iteration++; - print STDERR "\n==========\n"; -} - -check_call("cp $lastWeightsFile $dir/weights.final"); -print STDERR "\nFINAL WEIGHTS: $dir/weights.final\n(Use -w with the decoder)\n\n"; -print STDOUT "$dir/weights.final\n"; -exit 0; - - -sub get_lines { - my $fn = shift @_; - open FL, "<$fn" or die "Couldn't read $fn: $!"; - my $lc = 0; - while() { $lc++; } - return $lc; -} - -sub read_weights_file { - my ($file) = @_; - open F, "<$file" or die "Couldn't read $file: $!"; - my @r = (); - my $pm = -1; - while() { - next if /^#/; - next if /^\s*$/; - chomp; - if (/^(.+)\s+(.+)$/) { - my $m = $1; - my $w = $2; - die "Weights out of order: $m <= $pm" unless $m > $pm; - push @r, $w; - } else { - warn "Unexpected feature name in weight file: $_"; - } - } - close F; - return join ' ', @r; -} - -sub update_weights_file { - my ($neww, $rfn, $rpts) = @_; - my @feats = @$rfn; - my @pts = @$rpts; - my $num_feats = scalar @feats; - my $num_pts = scalar @pts; - die "$num_feats (num_feats) != $num_pts (num_pts)" unless $num_feats == $num_pts; - open G, ">$neww" or die; - for (my $i = 0; $i < $num_feats; $i++) { - my $f = $feats[$i]; - my $lambda = $pts[$i]; - print G "$f $lambda\n"; - } - close G; -} - -sub enseg { - my $src = shift; - my $newsrc = shift; - open(SRC, $src); - open(NEWSRC, ">$newsrc"); - my $i=0; - while (my $line=){ - chomp $line; - if ($line =~ /^\s* tags, you must include a zero-based id attribute"; - } - } else { - print NEWSRC "$line\n"; - } - $i++; - } - close SRC; - close NEWSRC; -} - -sub print_help { - - my $executable = basename($0); chomp $executable; - print << "Help"; - -Usage: $executable [options] - - $executable [options] - Runs a complete MERT optimization. Required options are --weights, - --devset, and --config. - -Options: - - --config [-c ] - The decoder configuration file. - - --devset [-d ] - The source *and* references for the development set. - - --weights [-w ] - A file specifying initial feature weights. The format is - FeatureName_1 value1 - FeatureName_2 value2 - **All and only the weights listed in will be optimized!** - - --metric - Metric to optimize. - Example values: IBM_BLEU, NIST_BLEU, Koehn_BLEU, TER, Combi - - --iterations - Maximum number of iterations to run. If not specified, defaults - to 10. - - --pass-suffix - If the decoder is doing multi-pass decoding, the pass suffix "2", - "3", etc., is used to control what iteration of weights is set. - - --rand-directions - MERT will attempt to optimize along all of the principle directions, - set this parameter to explore other directions. Defaults to 5. - - --output-dir - Directory for intermediate and output files. - - --help - Print this message and exit. - -Job control options: - - --jobs - Number of decoder processes to run in parallel. [default=$default_jobs] - - --qsub - Use qsub to run jobs in parallel (qsub must be configured in - environment/LocalEnvironment.pm) - - --pmem - Amount of physical memory requested for parallel decoding jobs - (used with qsub requests only) - -Help -} - -sub convert { - my ($str) = @_; - my @ps = split /;/, $str; - my %dict = (); - for my $p (@ps) { - my ($k, $v) = split /=/, $p; - $dict{$k} = $v; - } - return %dict; -} - - - -sub cmdline { - return join ' ',($0,@ORIG_ARGV); -} - -#buggy: last arg gets quoted sometimes? -my $is_shell_special=qr{[ \t\n\\><|&;"'`~*?{}$!()]}; -my $shell_escape_in_quote=qr{[\\"\$`!]}; - -sub escape_shell { - my ($arg)=@_; - return undef unless defined $arg; - if ($arg =~ /$is_shell_special/) { - $arg =~ s/($shell_escape_in_quote)/\\$1/g; - return "\"$arg\""; - } - return $arg; -} - -sub escaped_shell_args { - return map {local $_=$_;chomp;escape_shell($_)} @_; -} - -sub escaped_shell_args_str { - return join ' ',&escaped_shell_args(@_); -} - -sub escaped_cmdline { - return "$0 ".&escaped_shell_args_str(@ORIG_ARGV); -} - -sub split_devset { - my ($infile, $outsrc, $outref) = @_; - open F, "<$infile" or die "Can't read $infile: $!"; - open S, ">$outsrc" or die "Can't write $outsrc: $!"; - open R, ">$outref" or die "Can't write $outref: $!"; - while() { - chomp; - my ($src, @refs) = split /\s*\|\|\|\s*/; - die "Malformed devset line: $_\n" unless scalar @refs > 0; - print S "$src\n"; - print R join(' ||| ', @refs) . "\n"; - } - close R; - close S; - close F; -} - -- cgit v1.2.3