package ParsHed::Tr2crfpp_token; # # Created from templateAppl.pl version 3.4 by Min-Yen Kan . # Modified by Isaac Councill on 7/20/07: wrapped the code as a package for use by # an external controller. # # Copyright 2005 \251 by Min-Yen Kan (not sure what this means for IGC edits, but # what the hell -IGC) # use strict 'vars'; use utf8; use ParsHed::Config; use Encode (); ### USER customizable section use File::Basename; my $dir = dirname(__FILE__); my $parscitHome = "$dir/../../"; my $tmpDir = "$parscitHome/$ParsHed::Config::tmpDir"; my $dictFile = "$parscitHome/$ParsHed::Config::dictFile"; my $crf_test = $ENV{'CRFPP_HOME'} ? "$ENV{'CRFPP_HOME'}/bin/crf_test" : "$parscitHome/$ParsHed::Config::crf_test"; my $modelFile = "$parscitHome/$ParsHed::Config::oldModelFile"; ### END user customizable section my %dict = (); sub prepData { my ($rCiteText, $filename) = @_; my $tmpfile = buildTmpFile($filename); # Thang Mar 2010: move inside the method; only load when running readDict($dictFile); unless (open(TMP, ">:utf8", $tmpfile)) { fatal("Could not open tmp file $tmpDir/$tmpfile for writing."); return; } foreach (split "\n", $$rCiteText) { if (/^\s*$/) { next; } # skip blank lines my $tag = ""; my @tokens = split(/ +/); my @feats = (); my $hasPossibleEditor = (/(ed\.|editor|editors|eds\.)/) ? "possibleEditors" : "noEditors"; my $j = 0; for (my $i = 0; $i <= $#tokens; $i++) { #for (my $i = $#tokens; $i >= 0; $i--) { if ($tokens[$i] =~ /^\s*$/) { next; } if ($tokens[$i] =~ /^\<\/([\p{IsLower}]+)/) { #$tag = $1; next; } if ($tokens[$i] =~ /^\<([\p{IsLower}]+)/) { $tag = $1; next; } # prep my $word = $tokens[$i]; my $wordNP = $tokens[$i]; # no punctuation $wordNP =~ s/[^\w]//g; if ($wordNP =~ /^\s*$/) { $wordNP = "EMPTY"; } my $wordLCNP = lc($wordNP); # lowercased word, no punctuation if ($wordLCNP =~ /^\s*$/) { $wordLCNP = "EMPTY"; } ## feature generation $feats[$j][0] = $word; # 0 = lexical word my @chars = split(//,$word); my $lastChar = $chars[-1]; if ($lastChar =~ /[\p{IsLower}]/) { $lastChar = 'a'; } elsif ($lastChar =~ /[\p{IsUpper}]/) { $lastChar = 'A'; } elsif ($lastChar =~ /[0-9]/) { $lastChar = '0'; } push(@{$feats[$j]}, $lastChar); # 1 = last char push(@{$feats[$j]}, $chars[0]); # 2 = first char push(@{$feats[$j]}, join("",@chars[0..1])); # 3 = first 2 chars push(@{$feats[$j]}, join("",@chars[0..2])); # 4 = first 3 chars push(@{$feats[$j]}, join("",@chars[0..3])); # 5 = first 4 chars push(@{$feats[$j]}, $chars[-1]); # 6 = last char push(@{$feats[$j]}, join("",@chars[-2..-1])); # 7 = last 2 chars push(@{$feats[$j]}, join("",@chars[-3..-1])); # 8 = last 3 chars push(@{$feats[$j]}, join("",@chars[-4..-1])); # 9 = last 4 chars push(@{$feats[$j]}, $wordLCNP); # 10 = lowercased word, no punct # 11 - capitalization my $ortho = ($wordNP =~ /^[\p{IsUpper}]$/) ? "singleCap" : ($wordNP =~ /^[\p{IsUpper}][\p{IsLower}]+/) ? "InitCap" : ($wordNP =~ /^[\p{IsUpper}]+$/) ? "AllCap" : "others"; push(@{$feats[$j]}, $ortho); # 12 - numbers my $num = ($wordNP =~ /^(19|20)[0-9][0-9]$/) ? "year" : ($word =~ /[0-9]\-[0-9]/) ? "possiblePage" : ($word =~ /[0-9]\([0-9]+\)/) ? "possibleVol" : ($wordNP =~ /^[0-9]$/) ? "1dig" : ($wordNP =~ /^[0-9][0-9]$/) ? "2dig" : ($wordNP =~ /^[0-9][0-9][0-9]$/) ? "3dig" : ($wordNP =~ /^[0-9]+$/) ? "4+dig" : ($wordNP =~ /^[0-9]+(th|st|nd|rd)$/) ? "ordinal" : ($wordNP =~ /[0-9]/) ? "hasDig" : "nonNum"; push(@{$feats[$j]}, $num); # gazetteer (names) my $dictStatus = (defined $dict{$wordLCNP}) ? $dict{$wordLCNP} : 0; #my $isInDict = ($dictStatus != 0) ? "isInDict" : "no"; my $isInDict = $dictStatus; my ($publisherName,$placeName,$monthName,$lastName,$femaleName,$maleName); if ($dictStatus >= 32) { $dictStatus -= 32; $publisherName = "publisherName"; } else { $publisherName = "no"; } if ($dictStatus >= 16) { $dictStatus -= 16; $placeName = "placeName"; } else { $placeName = "no"; } if ($dictStatus >= 8) { $dictStatus -= 8; $monthName = "monthName"; } else { $monthName = "no"; } if ($dictStatus >= 4) { $dictStatus -= 4; $lastName = "lastName"; } else { $lastName = "no"; } if ($dictStatus >= 2) { $dictStatus -= 2; $femaleName = "femaleName"; } else { $femaleName = "no"; } if ($dictStatus >= 1) { $dictStatus -= 1; $maleName = "maleName"; } else { $maleName = "no"; } push(@{$feats[$j]}, $isInDict); # 13 = name status push(@{$feats[$j]}, $maleName); # 14 = male name push(@{$feats[$j]}, $femaleName); # 15 = female name push(@{$feats[$j]}, $lastName); # 16 = last name push(@{$feats[$j]}, $monthName); # 17 = month name push(@{$feats[$j]}, $placeName); # 18 = place name push(@{$feats[$j]}, $publisherName); # 19 = publisher name push(@{$feats[$j]}, $hasPossibleEditor); # 20 = possible editor # not accurate ($#tokens counts tags too) if ($#tokens <= 0) { next; } my $location = int ($j / $#tokens * 12); push(@{$feats[$j]}, $location); # 21 = relative location # 22 - punctuation my $punct = ($word =~ /^[\"\'\`]/) ? "leadQuote" : ($word =~ /[\"\'\`][^s]?$/) ? "endQuote" : ($word =~ /\-.*\-/) ? "multiHyphen" : ($word =~ /[\-\,\:\;]$/) ? "contPunct" : ($word =~ /[\!\?\.\"\']$/) ? "stopPunct" : ($word =~ /^[\(\[\{\<].+[\)\]\}\>].?$/) ? "braces" : ($word =~ /^[0-9]{2-5}\([0-9]{2-5}\).?$/) ? "possibleVol" : "others"; push(@{$feats[$j]}, $punct); # 22 = punctuation # output tag push(@{$feats[$j]}, $tag); $j++; } # export output: print for (my $j = 0; $j <= $#feats; $j++) { print TMP join (" ", @{$feats[$j]}); print TMP "\n"; } print TMP "\n"; } close TMP; # open (IN, "<:utf8", $tmpfile); # my $text; # { # local $/ = undef; # $text = ; # } # close IN; # print "$text\n"; return $tmpfile; } # prepData sub buildTmpFile { my ($filename) = @_; my $tmpfile = $filename; $tmpfile =~ s/[\.\/]//g; $tmpfile .= $$ . time; # untaint tmpfile variable if ($tmpfile =~ /^([-\@\w.]+)$/) { $tmpfile = $1; } my $tmpdir = $ENV{'PARSCIT_TMPDIR'} || "/tmp"; return "$tmpdir/$tmpfile"; # Altered by Min (Thu Feb 28 13:08:59 SGT 2008) } # buildTmpFile sub fatal { my $msg = shift; print STDERR "Fatal Exception: $msg\n"; } sub decode { my ($inFile, $outFile) = @_; unless (open(PIPE, "$crf_test -m $modelFile $inFile |")) { fatal("Could not open pipe from crf call: $!"); return; } my $output; { local $/ = undef; $output = ; } close PIPE; unless(open(IN, $inFile)) { fatal("Could not open input file: $!"); return; } my @codeLines = (); while() { chomp(); push @codeLines, $_; } close IN; my @outputLines = split "\n", $output; for (my $i=0; $i<=$#outputLines; $i++) { if ($outputLines[$i] =~ m/^\s*$/) { next; } # my @outputTokens = split " +", $outputLines[$i]; my @outputTokens = split(/\s+/, $outputLines[$i]); #Thang fix my $class = $outputTokens[$#outputTokens]; # my @codeTokens = split "\t", $codeLines[$i]; my @codeTokens = split(/\s+/, $codeLines[$i]); # Thang fix if ($#codeTokens < 0) { next; } $codeTokens[$#codeTokens] = $class; $codeLines[$i] = join "\t", @codeTokens; # print Encode::decode_utf8(@codeLines[$i]), "\n"; } # unless (open(OUT, ">:utf8", $outFile)) { unless (open(OUT, ">:utf8", $outFile)) { fatal("Could not open crf output file for writing: $!"); return; } foreach my $line (@codeLines) { print OUT Encode::decode_utf8($line), "\n"; } close OUT; # open (IN, "<:utf8", $outFile); # my $text; # { # local $/ = undef; # $text = ; # } # close IN; # print "$text\n"; return 1; } # decode sub readDict { my $dictFileLoc = shift @_; my $mode = 0; open (DATA, "<:utf8", $dictFileLoc) || die "Could not open dict file $dictFileLoc: $!"; while () { if (/^\#\# Male/) { $mode = 1; } # male names elsif (/^\#\# Female/) { $mode = 2; } # female names elsif (/^\#\# Last/) { $mode = 4; } # last names elsif (/^\#\# Chinese/) { $mode = 4; } # last names elsif (/^\#\# Months/) { $mode = 8; } # month names elsif (/^\#\# Place/) { $mode = 16; } # place names elsif (/^\#\# Publisher/) { $mode = 32; } # publisher names elsif (/^\#/) { next; } else { chop; my $key = $_; my $val = 0; if (/\t/) { # has probability ($key,$val) = split (/\t/,$_); } # already tagged (some entries may appear in same part of lexicon more than once if ($dict{$key} >= $mode) { next; } else { $dict{$key} += $mode; } # not yet tagged } } close (DATA); } # readDict 1;