#!/usr/bin/env perl # $Id$ #show-phrases-used: display all source and target phrases for each sentence in a corpus, and give average phrase length used #usage: show-phrases-used DECODER_OUTFILE > output.html # where DECODER_OUTFILE is the output of moses with the -T (show alignments) option use warnings; use strict; BEGIN { my $wd= `pawd 2>/dev/null`; if (!$wd) {$wd = `pwd`;} chomp $wd; push @INC, "$wd/perllib/sun4-solaris"; #for GD; if not an absolute path, Polygon.pm throws a fit } use lib "perllib/sun4-solaris/auto/GD"; use GD; use GD::Image; use GD::Polygon; #parse decoder output my $infilename = shift @ARGV; open(INPUT, "<$infilename") or die "couldn't open '$infilename' for read: $!\n"; #stdin my @sentenceData = ([], [], [], []); #(phrases used; dropped words (as factor arrays); average phrase lengths; phrase max char counts per word) per sentence my $curSentence = -1; my @numSrcChars = (); #used for alignment in image my @numTgtChars = (); my @numSrcPhrases = (); my @numTgtPhrases = (); my ($sentenceSrcChars, $sentenceTgtChars, $sentenceSrcPhrases, $sentenceTgtPhrases, $tgtWords); my $mode = 'none'; while(my $line = ) { $mode = 'none' if $line =~ /^\s*\n$/; #a blank line ends any section if($line =~ /TRANSLATION HYPOTHESIS DETAILS:/) #first useful info printed per sentence, so we have a new sentence { $mode = 'opts'; if($curSentence > -1) { push @numSrcChars, $sentenceSrcChars; push @numTgtChars, $sentenceTgtChars; push @numSrcPhrases, $sentenceSrcPhrases; push @numTgtPhrases, $sentenceTgtPhrases; } $curSentence++; $sentenceSrcChars = 0; $sentenceTgtChars = 0; $sentenceSrcPhrases = 0; $sentenceTgtPhrases = 0; $tgtWords = 0; push @{$sentenceData[0]}, []; push @{$sentenceData[1]}, []; push @{$sentenceData[2]}, 0; } elsif($line =~ /SOURCE\/TARGET SPANS:/) {$mode = 'spans';} #redundant info; we won't check this mode below elsif($line =~ /WORDS\/PHRASES DROPPED:/) {$mode = 'drops';} #read info when in a mode elsif($mode eq 'opts') { die "can't parse translation-options info for sentence $curSentence" unless $line =~ /SOURCE:\s+\[(\d+)\.\.(\d+)\]\s+(\S(.*\S)?)\s*$/; my %details; $details{'srcStart'} = $1; $details{'srcEnd'} = $2; my @srcFactors = map {my @f = split(/\|/, $_); \@f;} (split(/\s+/, $3)); $details{'srcText'} = \@srcFactors; $sentenceData[2]->[$curSentence] += $2 - $1 + 1; #build sum of phrase lengths $details{'srcNumChars'} = 0; foreach my $word (@srcFactors) {$details{'srcNumChars'} += maxN(map {length($_)} @$word) + 1;} #+1 accounts for interword spacing $sentenceSrcChars += --$details{'srcNumChars'}; $sentenceSrcPhrases++; $line = ; die "can't parse translation-options info for sentence $curSentence" unless $line =~ /TRANSLATED AS:\s+(\S(.*\S)?)\s*$/; my @words = split(/\s+/, $1); if($words[0] eq '') {@words = ();} #source phrase was dropped else {$sentenceTgtPhrases++;} my @tgtFactors = map {my @f = split(/\|/, $_); \@f;} (split(/\s+/, $1)); $details{'tgtText'} = \@tgtFactors; $details{'tgtNumChars'} = 0; foreach my $word (@tgtFactors) {$details{'tgtNumChars'} += maxN(map {length($_)} @$word) + 1;} #+1 accounts for interword spacing $sentenceTgtChars += --$details{'tgtNumChars'}; $details{'tgtStart'} = $tgtWords; $tgtWords += scalar(@words); $details{'tgtEnd'} = $tgtWords - 1; push @{$sentenceData[0]->[$curSentence]}, \%details; } elsif($mode eq 'drops') #redundant info; read it just because we can (stickin' it to the man!) { die "can't parse dropped-words info for sentence $curSentence\n" unless $line =~ /\s*(\S.*\S)\s*/; my @factors = split(/\|/, $1); push @{$sentenceData[1]->[$curSentence]}, \@factors; } } close(INPUT); #stats for final sentence, since now we know when it ended push @numSrcChars, $sentenceSrcChars; push @numTgtChars, $sentenceTgtChars; push @numSrcPhrases, $sentenceSrcPhrases; push @numTgtPhrases, $sentenceTgtPhrases; #calculate phrase-length statistics my ($totalPhraseLength, $totalNumPhrases) = (0, 0); for(my $i = 0; $i < scalar(@{$sentenceData[0]}); $i++) { $totalPhraseLength += $sentenceData[2]->[$i]; $totalNumPhrases += scalar(@{$sentenceData[0]->[$i]}); $sentenceData[2]->[$i] /= scalar(@{$sentenceData[0]->[$i]}); } ##### create an image with colored phrases and arrows for each sentence ##### die "infilename ends in slash! should not be a directory\n" if $infilename !~ /\/([^\/]+)$/; my $imgdir = "phraseImgs-tmp/${1}_" . time; `mkdir -p $imgdir`; #-p => create recursively as necessary my ($srcNumFactors, $tgtNumFactors) = (scalar(@{$sentenceData[0]->[0]->[0]->{'srcText'}->[0]}), scalar(@{$sentenceData[0]->[0]->[0]->{'tgtText'}->[0]})); my $font = gdLargeFont; my ($topMargin, $bottomMargin, $leftMargin, $rightMargin) = (1, 1, 1, 1); #extra pixels of background color my $phraseEdgeHSpace = int($font->width / 2); #number of boundary pixels at horizontal edges of each phrase my $phraseEdgeVSpace = 1; #number of boundary pixels at vertical edges my $middleVSpace = $font->height + 6; #vertical pixels used to connect phrase color boxes #precompute arrays of pixel coords my $srcY = $topMargin + $phraseEdgeVSpace; my @srcFactorYs; for(my $i = 0; $i < $srcNumFactors; $i++) {push @srcFactorYs, $srcY + ($font->height + $phraseEdgeVSpace) * $i;} my @tgtFactorYs; my $tgtY = $srcY + ($font->height + $phraseEdgeVSpace) * $srcNumFactors + $middleVSpace + $phraseEdgeVSpace; for(my $i = 0; $i < $tgtNumFactors; $i++) {push @tgtFactorYs, $tgtY + ($font->height + $phraseEdgeVSpace) * $i;} for(my $i = 0; $i < scalar(@{$sentenceData[0]}); $i++) { #create image my $img = new GD::Image($leftMargin + $rightMargin + max($font->width * $numSrcChars[$i] + $numSrcPhrases[$i] * 2 * $phraseEdgeHSpace, $font->width * $numTgtChars[$i] + $numTgtPhrases[$i] * 2 * $phraseEdgeHSpace), $topMargin + $bottomMargin + $middleVSpace + ($font->height + $phraseEdgeVSpace) * ($srcNumFactors + $tgtNumFactors) + 2 * $phraseEdgeVSpace); #allocate colors my $white = $img->colorAllocate(255, 255, 255); $img->transparent($white); #set white to be transparent my $black = $img->colorAllocate(0, 0, 0); my $highlightCol = $img->colorAllocate(255, 0, 0); #used to show deleted source phrases my @bgCols = #alternating phrase background colors ( $img->colorAllocate(165, 255, 138), #green $img->colorAllocate(237, 239, 133), #yellow $img->colorAllocate(255, 200, 72), #tan $img->colorAllocate(255, 172, 98), #orange $img->colorAllocate(255, 151, 151), #red $img->colorAllocate(254, 152, 241), #purple $img->colorAllocate(170, 170, 255), #blue $img->colorAllocate(165, 254, 250) #cyan ); $img->setThickness(2); #for lines connecting phrases #get order of source phrases and source-phrase background colors my @srcPhraseIndices = (); #in each position, which phrase will be displayed next my @srcBGCols = () x $numSrcPhrases[$i]; #indices into bgCols my $nextWord = 0; #current starting index we're looking for while(scalar(@srcPhraseIndices) < $numSrcPhrases[$i]) { for(my $k = 0; $k < $numSrcPhrases[$i]; $k++) { if($sentenceData[0]->[$i]->[$k]->{'srcStart'} == $nextWord) { $srcBGCols[$k] = scalar(@srcPhraseIndices) % scalar(@bgCols); push @srcPhraseIndices, $k; $nextWord = $sentenceData[0]->[$i]->[$k]->{'srcEnd'} + 1; last; } } } #calculate source-phrase pixel addresses my @srcStartX = () x $numSrcPhrases[$i]; my $srcX = $leftMargin; #in pixels for(my $j = 0; $j < $numSrcPhrases[$i]; $j++) { $srcStartX[$j] = $srcX; $srcX += $font->width * $sentenceData[0]->[$i]->[$j]->{'srcNumChars'} + 2 * $phraseEdgeHSpace; } #get target-phrase pixel coords my @tgtStartX = () x $numSrcPhrases[$i]; #elements belonging to deleted source phrases simply aren't used my $tgtX = $leftMargin; #in pixels for(my $j = 0; $j < $numSrcPhrases[$i]; $j++) { my $k = $srcPhraseIndices[$j]; if(length($sentenceData[0]->[$i]->[$k]->{'tgtText'}) > 0) #non-empty target phrase { $tgtStartX[$j] = $tgtX; $tgtX += $font->width * $sentenceData[0]->[$i]->[$k]->{'tgtNumChars'} + 2 * $phraseEdgeHSpace; } } #background $img->filledRectangle(0, 0, $img->width, $img->height, $white); #write phrase pairs for(my $j = 0; $j < $numSrcPhrases[$i]; $j++) { my $k = $srcPhraseIndices[$j]; my $srcBottomY = $srcY + ($font->height + $phraseEdgeVSpace) * $srcNumFactors; #bottom of color $img->filledRectangle($srcStartX[$k], $srcY - $phraseEdgeVSpace, $srcStartX[$k] + $font->width * $sentenceData[0]->[$i]->[$k]->{'srcNumChars'} + 2 * $phraseEdgeHSpace, $srcBottomY, $bgCols[$srcBGCols[$k]]); if(length $sentenceData[0]->[$i]->[$k]->{'tgtText'} > 0) #non-empty target phrase { $img->filledRectangle($tgtStartX[$j], $tgtY - $phraseEdgeVSpace, $tgtStartX[$j] + $font->width * $sentenceData[0]->[$i]->[$k]->{'tgtNumChars'} + 2 * $phraseEdgeHSpace, $tgtY + ($font->height + $phraseEdgeVSpace) * $tgtNumFactors, $bgCols[$srcBGCols[$k]]); my ($srcMidX, $tgtMidX) = ($srcStartX[$k] + $font->width * $sentenceData[0]->[$i]->[$k]->{'srcNumChars'} / 2 + $phraseEdgeHSpace, $tgtStartX[$j] + $font->width * $sentenceData[0]->[$i]->[$k]->{'tgtNumChars'} / 2 + $phraseEdgeHSpace); $img->line($srcMidX, $srcBottomY, $tgtMidX, $tgtY, $bgCols[$srcBGCols[$k]]); writeFactoredStringGD($img, $srcStartX[$k] + $phraseEdgeHSpace, \@srcFactorYs, $sentenceData[0]->[$i]->[$k]->{'srcText'}, $font, $black); writeFactoredStringGD($img, $tgtStartX[$j] + $phraseEdgeHSpace, \@tgtFactorYs, $sentenceData[0]->[$i]->[$k]->{'tgtText'}, $font, $black); } else #empty target phrase; only show source { writeFactoredStringGD($img, $srcStartX[$k] + $phraseEdgeHSpace, \@srcFactorYs, $sentenceData[0]->[$i]->[$k]->{'srcText'}, $font, $highlightCol); } } #write image file my $imgfilename = "$imgdir/$i.png"; open(IMAGE, ">$imgfilename") or die "couldn't create tmp image '$imgfilename': $!\n"; print IMAGE $img->png(); close(IMAGE); } #display HTML output my $stylesheet = < div.sentence {} EOHTML print "Translation Options Used$stylesheet\n"; print "Overall Average Phrase Length: " . sprintf("%.3lf", $totalPhraseLength / $totalNumPhrases) . "

\n"; for(my $i = 0; $i < scalar(@{$sentenceData[0]}); $i++) { if($i > 0) {print "


";} print "
Average Phrase Length: " . sprintf("%.3lf", $sentenceData[2]->[$i]) . "

\n"; } print ""; ############################################################################################################################################ #2-argument sub max { my ($a, $b) = @_; return ($a > $b) ? $a : $b; } #N-argument sub maxN { die "maxN(): empty array!\n" if scalar(@_) == 0; my $max = shift @_; map {$max = $_ if $_ > $max;} @_; return $max; } #arguments: image, startX, arrayref of y-coords for writing, arrayref of arrayrefs of factor strings, font, color sub writeFactoredStringGD { my ($img, $startX, $ys, $factors, $font, $color) = @_; foreach my $word (@$factors) { for(my $i = 0; $i < scalar(@$ys); $i++) { $img->string($font, $startX, $ys->[$i], $word->[$i], $color); } $startX += $font->width * (maxN(map {length($_)} @$word) + 1); } }