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tools/scripts/Number2txt.pl
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#!/usr/bin/perl -w #------------------------------------------ # Author : Emmanuel FERREIRA # Contact: emmanuel.ferreira0194@gmail.com # Date : 14/02/11 # Brief : in order to convert a raw text containing numbers # in fulltext (without numbers) #------------------------------------------ use strict; use warnings; use Getopt::Long; use Pod::Usage; #------------------------------------------- # MAIN # N.B : in this current file mu stands for # measuring unit #------------------------------------------- # options variables my $help = 0; my $muRulesFile; my $number2txtRulesFile; my $processNbClustering; #65.000 => 65000 my $oovMu; # usefull variables my %singularMuSpellingMap; my %pluralMuSpellingMap; my %femMu; my %oovMuMap; #number to text map my %num2txtMap; #rules map my %rulesMap; #valid digit separator map my %sepMap; #regex in order to catch valid digit separator my $sepRegex =""; #config my $rulesSep = "\t"; my $unitSep = " "; my $numberSep = ""; my $spotfem ="<e>"; # Parse options and print usage if there is a syntax # error, or if usage was explicitly requested GetOptions('help|?' => \$help, 'clustNb' => \$processNbClustering, 'muRules=s' => \$muRulesFile, 'oovMu=s' => \$oovMu, 'rule=s' => \$number2txtRulesFile, 'sep=s' =>\$rulesSep, 'usep=s' =>\$unitSep, 'numbSep=s' =>\$numberSep); pod2usage(1) if($help); pod2usage({-msg => "BAD USAGE - mandatory option : rule (--rule <path_to_rule_file>), in order to process the number convertion ", -exitval => 1, -verbose => 0, -output => \*STDERR}) if(!$number2txtRulesFile); #Load rules in programming structures #MU RULES FILE => SINGULAR_MU_MAP & PLURAL_MU_MAP if($muRulesFile){ my $file; open($file, $muRulesFile) or die("Cannot open: $muRulesFile"); while(<$file>){ chomp($_); #non-comment lines if($_ && $_ !~ /^\s*$/ && $_ !~ /^#/ ){ my @splitLine = split(/$rulesSep/, $_); #check column number (must be 4 (-1)) if($#splitLine != 3){ #waring bad format die("Bad format in $muRulesFile : $_"); } else{ #take into account variant spelling of the unit my @sameUnitTab = split($unitSep, $splitLine[0]); #for each spelling store the singular and plural form for(my $i=0; $i <= $#sameUnitTab; $i++){ my $unit = $sameUnitTab[$i]; $singularMuSpellingMap{$unit}=$splitLine[1]; $pluralMuSpellingMap{$unit}=$splitLine[2]; #store if it is a female form if($splitLine[3] eq "f"){ $femMu{$unit}=1; } } } } } close($file); } initializeMaps($number2txtRulesFile); #perform the clean task preprocess while(<STDIN>){ chomp($_); if($_){ if($processNbClustering){ $_ =~ s/(\b\d{1,3})\s*(([\.\s](\d{3}))+)(\s*(\D|$))/clust($1,$2).$5/eg; } if($muRulesFile){ $_ =~ s/(\b\d+([\.,]\d+)?)\s?([^\s\d\.,]+)/goodFormat($1, $3, '')/eg; } #text convertion of all the valid digit separator $_ =~ s/(\d+)($sepRegex)(\d+)/sep2txt($1,$2,$3)/ge; #find and format 0 sequels $_ =~ s/(\b)(0+)([1-9]\d*)?(\b)/preformatZeroSequel($1,$2,$3)/ge; #number convertion $_ =~ s/(\b)(\d+)(\b)/numberConvertion($1,$2,$3)/ge; #replace the spot fem if needed $_ =~ s/([^e]) $spotfem/$1e/g; #remove them otherwise $_ =~ s/$spotfem//g; #remove the mutiple space $_ =~ s/ +/ /g; #display print "$_ "; } } #build the report (if needed) #if($oovMu){ # my $file; # open($file, ">$oovMu") or die("Cannot open : $oovMu"); # while( my($k, $v) = each(%oovMuMap)){ # print $file "$k $v "; # } # close($file); #} #------------------------------------------- # SUBROUTINES #------------------------------------------- # # \brief clust process 16.000 => 16000 and 15 000 => 15000 # sub clust{ my ($a, $b) = @_; $b =~ s/\s+//g; $b =~ s/\.//g; return $a.$b; } # # \breif format a number sequence applying the muRules # sub goodFormat{ my ($nb_prec, $current, $nb_succ) = @_; $nb_succ = '' if(!$nb_succ); return $nb_prec.writeMu($current, $nb_prec, $nb_succ).$nb_succ; } # # \brief apply the muRules # sub writeMu{ my ($current, $nb_prec, $nb_succ) = @_; my $modif=" "; #if the key exist if($singularMuSpellingMap{$current}){ $nb_prec =~ s/,/./g; $nb_prec =~ s/([^\d\.]*)([\d\.]+$)/$2/g; if($nb_prec =~ /1$/ && $nb_prec !~ /11$/ && exists $femMu{$current}){ $modif=" $spotfem "; } if($nb_prec < -1 || $nb_prec > 1){ return $modif.$pluralMuSpellingMap{$current}." "; } else{ return $modif.$singularMuSpellingMap{$current}.$modif; } } else{ #count occurence oov $oovMuMap{$current}++; if(!$nb_prec && $nb_prec != 0){ return $current; } else{ return $modif.$current.$modif; } } } # # \brief initialize the different maps use in this script # rulesMap : map containing the rules # sepMap : map containing the number valid separator # number2charMap : map containing the usefull number to text convertion # sub initializeMaps { my ($ruleFile) = @_; #open the rule file open(RULE_FILE, $ruleFile) or die("Cannot open the rule file : $ruleFile"); #reading while(<RULE_FILE>) { chomp($_); my @columns = split($rulesSep); # for all the rule containing in the rules file (line starting by rule) if($columns[0] =~ /rule/){ $rulesMap{$columns[1]} = $columns[2]; } # for all the separator (line starting by chars_sep) elsif($columns[0] =~ /chars_sep/){ $sepMap{$columns[1]} = $columns[2]; #construction simultanee de la regex permettant de #les retrouver if($sepRegex eq "") { $sepRegex .= $columns[1]; } else { $sepRegex .= "|".$columns[1]; } } #for all the number value elsif($columns[0] =~ /exep/){ $num2txtMap{$columns[1]} = $columns[2]; } else{ #nothing } } close(RULE_FILE); } # # \brief from valide digit separator to text # sub sep2txt { my ($leftNum, $sep, $rigthNum) = @_; if($sepMap{$sep}){ $sep = " $sepMap{$sep} "; } return "${leftNum}${sep}${rigthNum}"; } # # \brief preformat a 0 sequel # sub preformatZeroSequel { my ($left, $zeroSequel, $rigth) = @_; $left = "" if(!$left); $rigth = "" if(!$rigth); my $sequelTransf = ""; for(my $i = 0; $i < length($zeroSequel); $i++){ $sequelTransf.= "0 "; } return "${left}${sequelTransf}${rigth}"; } # # \brief number convertion # sub numberConvertion { my ($boundLeft, $number, $boundRigth) = @_; $number = processNumberTransf($number); return "${boundLeft}${number}${boundRigth}"; } # # \brief process a number convertion # sub processNumberTransf{ my ($number) = @_; #remove all the useless 0 $number =~ s/^(0+)([1-9])/$2/g; my $numberTxt = $number; #if the number correspond to a map key exec the change if($num2txtMap{$number}){ $numberTxt = $num2txtMap{$number}; } #if the number isn't a 0 sequel elsif($number !~ /^0+$/){ my $foundMatch = 0; # try to find a matching rules while((my $ruleMatch, my $transf)=each(%rulesMap)){ # test if the current rule match if($number =~ /^\b$ruleMatch\b$/){ $numberTxt =~ s/$ruleMatch/processNumberTransf($1)/ge; if($transf){ $numberTxt .= " $transf"; } return $numberTxt; } } $numberTxt = splitNumber($number); } return $numberTxt; } # # \brief process to a number splitting # ex: 1253 ==> 1000 + 253 # sub splitNumber { my ($number) = @_; print $number; my ($subStr1, $subStr2, $subStrConverted1, $subStrConverted2); my $splittedNbTxt = ""; # find where split my $splitLength = foundSplitNumberLength($number); $subStr1 = substr($number, 0, $splitLength-1)."0" x length(substr($number, $splitLength-1)); $subStr2 = substr($number, $splitLength-1); print $subStr1." "; $subStrConverted1 = processNumberTransf($subStr1); if($subStr2 !~ /^0+$/){ $subStrConverted2 = processNumberTransf($subStr2); } else{ $subStrConverted2 = ""; } $splittedNbTxt = " $subStrConverted1 $numberSep $subStrConverted2 "; return $splittedNbTxt; } # # \brief find the length of a split # sub foundSplitNumberLength { my ($number) = @_; my $splitLength=length($number); my $nbLength = length($number); if($nbLength%3){ if($nbLength < 3){ return $nbLength%3; #2(3) } else{ $splitLength = $nbLength%3 + 1; #11(054) } } else{ if($nbLength > 3){ return 4; #100(004) } else{ return 2; #1(02) } } return $splitLength; } __END__ =head1 NAME PreprocessCorpus.pl - preprocess a raw corpus =head1 SYNOPSIS PreprocessCorpus.pl [options] Options: -help|? brief help message -rule (i) file containing rules to convert number to text (mandatory) Format : #tag #regex #correct Ex : exep 1 un rule \d)00 cents chars_sep , virgule -muRules (i) file containing measuring unit rules Format : #symbol #singular #plural Ex: h heure heures -clustNb perform a clustering task on number Ex: 65.000 => 65000 -oovMu (o) ouput of the measuring unit oov report (default : no report produced) -sep (i) change se sperator a the rule file (default \t) -numberSep (i) introduce a char sequence between two text number units (ex: with "et" : 12 => dix et deux) |