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|
#!/usr/bin/env perl
$|++;
my $script_dir;
BEGIN {$^W = 1; use Cwd qw/ abs_path /; use File::Basename; $script_dir = dirname(abs_path($0)); push @INC, $script_dir; }
use strict;
use utf8;
binmode STDIN, ":utf8";
binmode STDOUT, ":utf8";
binmode STDERR, ":utf8";
my $debug = 0;
############ options:
### for all options:
### 0 means no split on that symbol
### 1 means split on that symbol in all cases.
### 2 means do not split in condition 1.
### n means do not split in any of the conditions in the set {1, 2, ..., n-1}.
### prefix
## for "#": #90
my $Split_On_SharpSign = 2; # 2: do not split on Num, e.g., "#90"
############## "infix"
my $Split_On_Tilde = 2; # 2: do not split on Num, e.g., "12~13".
my $Split_On_Circ = 2; # 2: do not split on Num, e.g, "2^3"
## for "&"
my $Split_On_AndSign = 2; # 2: do not split on short Name, e.g., "AT&T".
## for hyphen: 1990-1992
my $Split_On_Dash = 2; ## 2: do not split on number, e.g., "22-23".
my $Split_On_Underscore = 0; ## 0: do not split by underline
## for ":": 5:4
my $Split_On_Semicolon = 2; ## 2: don't split for num, e.g., "5:4"
########### suffix
## for percent sign: 5%
my $Split_On_PercentSign = 1; ## 2: don't split num, e.g., 5%
############# others
## for slash: 1/4
my $Split_On_Slash = 2; ## 2: don't split on number, e.g., 1/4.
my $Split_On_BackSlash = 0; ## 0: do not split on "\", e.g., \t
### for "$": US$120
my $Split_On_DollarSign = 2; ### 2: US$120 => "US$ 120"
### 1: US$120 => "US $ 120"
## for 's etc.
my $Split_NAposT = 1; ## n't
my $Split_AposS = 1; ## 's
my $Split_AposM = 1; ## 'm
my $Split_AposRE = 1; ## 're
my $Split_AposVE = 1; ## 've
my $Split_AposLL = 1; ## 'll
my $Split_AposD = 1; ## 'd
### some patterns
my $common_right_punc = '\x{0964}|\.|\,|\;|\!|:|\?|\"|\)|\]|\}|\>|\-';
#### step 1: read files
my $workdir = $script_dir;
my $dict_file = "$workdir/token_list";
my $word_patt_file = "$workdir/token_patterns";
open(my $dict_fp, "$dict_file") or die;
binmode($dict_fp, ":utf8");
# read in the list of words that should not be segmented,
## e.g.,"I.B.M.", co-operation.
my %dict_hash = ();
my $dict_entry = 0;
while(<$dict_fp>){
chomp;
next if /^\s*$/;
s/^\s+//;
s/\s+$//;
tr/A-Z/a-z/;
$dict_hash{$_} = 1;
$dict_entry ++;
}
open(my $patt_fp, "$word_patt_file") or die;
binmode($patt_fp, ":utf8");
my @word_patts = ();
my $word_patt_num = 0;
while(<$patt_fp>){
chomp;
next if /^\s*$/;
s/^\s+//;
s/\s+$//;
s/^\/(.+)\/$/$1/; # remove / / around the pattern
push(@word_patts, $_);
$word_patt_num ++;
}
###### step 2: process the input file
my $orig_token_total = 0;
my $deep_proc_token_total = 0;
my $new_token_total = 0;
while(<STDIN>){
chomp();
s/\x{0970}/./g; # dev abbreviation character
if(/^(\[b\s+|\]b|\]f|\[f\s+)/ || (/^\[[bf]$/) || (/^\s*$/) || /^<DOC/ || /^<\/DOC/) {
## markup
print STDOUT "$_\n";
next;
}
my $orig_num = 0;
my $deep_proc_num = 0;
s/(\x{0964}+)/ $1/g; # Devangari end of sentence
my $new_line = proc_line($_, \$orig_num, \$deep_proc_num);
$orig_token_total += $orig_num;
$deep_proc_token_total += $deep_proc_num;
$new_line =~ s/\s+$//;
$new_line =~ s/^\s+//;
my @parts = split(/\s+/, $new_line);
$new_token_total += scalar @parts;
$new_line =~ s/\s+/ /g;
# fix sgm-markup tokenization
$new_line =~ s/\s*<\s+seg\s+id\s+=\s+(\d+)\s+>/<seg id=$1>/;
$new_line =~ s/\s*<\s+(p|hl)\s+>/<$1>/;
$new_line =~ s/\s*<\s+\/\s+(p|hl|DOC)\s+>/<\/$1>/;
$new_line =~ s/<\s+\/\s+seg\s+>/<\/seg>/;
if ($new_line =~ /^\s*<\s+DOC\s+/) {
$new_line =~ s/\s+//g;
$new_line =~ s/DOC/DOC /;
$new_line =~ s/sys/ sys/;
}
if ($new_line =~ /^\s*<\s+(refset|srcset)\s+/) {
$new_line =~ s/\s+//g;
$new_line =~ s/(set|src|tgt|trg)/ $1/g;
}
chomp $new_line;
print STDOUT "$new_line\n";
}
########################################################################
### tokenize a line.
sub proc_line {
my @params = @_;
my $param_num = scalar @params;
if(($param_num < 1) || ($param_num > 3)){
die "wrong number of params for proc_line: $param_num\n";
}
my $orig_line = $params[0];
$orig_line =~ s/^\s+//;
$orig_line =~ s/\s+$//;
my @parts = split(/\s+/, $orig_line);
if($param_num >= 2){
my $orig_num_ptr = $params[1];
$$orig_num_ptr = scalar @parts;
}
my $new_line = "";
my $deep_proc_token = 0;
foreach my $part (@parts){
my $flag = -1;
$new_line .= proc_token($part, \$flag) . " ";
$deep_proc_token += $flag;
}
if($param_num == 3){
my $deep_num_ptr = $params[2];
$$deep_num_ptr = $deep_proc_token;
}
return $new_line;
}
## Tokenize a str that does not contain " ", return the new string
## The function handles the cases that the token needs not be segmented.
## for other cases, it calls deep_proc_token()
sub proc_token {
my @params = @_;
my $param_num = scalar @params;
if($param_num > 2){
die "proc_token: wrong number of params: $param_num\n";
}
my $token = $params[0];
if(!defined($token)){
return "";
}
my $deep_proc_flag;
if($param_num == 2){
$deep_proc_flag = $params[1];
$$deep_proc_flag = 0;
}
if($debug){
print STDERR "pro_token:+$token+\n";
}
### step 0: it has only one char
if(($token eq "") || ($token=~ /^.$/)){
## print STDERR "see +$token+\n";
return $token;
}
## step 1: check the most common case
if($token =~ /^[a-z0-9\p{Cyrillic}\p{Greek}\p{Hebrew}\p{Han}\p{Arabic}\p{Devanagari}]+$/i){
#if($token =~ /^[a-z0-9\p{Cyrillic}\p{Greek}\p{Hebrew}\p{Han}\p{Arabic}]+$/i){
### most common cases
return $token;
}
## step 2: check whether it is some NE entity
### 1.2.4.6
if($token =~ /^\d+(.\d+)+$/){
return $token;
}
if($token =~ /^\d+(.\d+)+(亿|百万|万|千)?$/){
return $token;
}
## 1,234,345.34
if($token =~ /^\d+(\.\d{3})*,\d+$/){
## number
return $token;
}
if($token =~ /^\d+(,\d{3})*\.\d+$/){
## number
return $token;
}
if($token =~ /^(@|#)[A-Za-z0-9_\p{Cyrillic}\p{Greek}\p{Hebrew}\p{Han}\p{Arabic}\p{Devanagari}]+.*$/){
## twitter hashtag or address
return proc_rightpunc($token);
}
if($token =~ /^[a-z0-9\_\-]+\@[a-z\d\_\-]+(\.[a-z\d\_\-]+)*(.*)$/i){
### email address: xxx@yy.zz
return proc_rightpunc($token);
}
if($token =~ /^(mailto|http|https|ftp|gopher|telnet|file)\:\/{0,2}([^\.]+)(\.(.+))*$/i){
### URL: http://xx.yy.zz
return proc_rightpunc($token);
}
if($token =~ /^(www)(\.(.+))+$/i){
### www.yy.dd/land/
return proc_rightpunc($token);
}
if($token =~ /^(\w+\.)+(com|co|edu|org|gov|ly|cz|ru|eu)(\.[a-z]{2,3})?\:{0,2}(\/\S*)?$/i){
### URL: upenn.edu/~xx
return proc_rightpunc($token);
}
if($token =~ /^\(\d{3}\)\d{3}(\-\d{4})($common_right_punc)*$/){
## only handle American phone numbers: e.g., (914)244-4567
return proc_rightpunc($token);
}
#my $t1 = '[\x{0600}-\x{06ff}a-z\d\_\.\-]';
my $t1 = '[a-z\d\_\-\.\p{Cyrillic}\p{Greek}\p{Hebrew}\p{Han}\p{Arabic}\p{Devanagari}]';
if($token =~ /^\/(($t1)+\/)+($t1)+\/?$/i){
### /nls/p/....
return $token;
}
if($token =~ /^\\(($t1)+\\)+($t1)+\\?$/i){
### \nls\p\....
return $token;
}
## step 3: check the dictionary
my $token_lc = $token;
$token_lc =~ tr/A-Z/a-z/;
if(defined($dict_hash{$token_lc})){
return $token;
}
## step 4: check word_patterns
my $i=1;
foreach my $patt (@word_patts){
if($token_lc =~ /$patt/){
if($debug){
print STDERR "+$token+ match pattern $i: +$patt+\n";
}
return $token;
}else{
$i++;
}
}
## step 5: call deep tokenization
if($param_num == 2){
$$deep_proc_flag = 1;
}
return deep_proc_token($token);
}
### remove punct on the right side
### e.g., xxx@yy.zz, => xxx@yy.zz ,
sub proc_rightpunc {
my ($token) = @_;
$token =~ s/(($common_right_punc)+)$/ $1 /;
if($token =~ /\s/){
return proc_line($token);
}else{
return $token;
}
}
#######################################
### return the new token:
### types of punct:
## T1 (2): the punct is always a token by itself no matter where it
### appears: " ;
## T2 (15): the punct that can be a part of words made of puncts only.
## ` ! @ + = [ ] ( ) { } | < > ?
## T3 (15): the punct can be part of a word that contains [a-z\d]
## T3: ~ ^ & : , # * % - _ \ / . $ '
## infix: ~ (12~13), ^ (2^3), & (AT&T), : ,
## prefix: # (#9), * (*3),
## suffix: % (10%),
## infix+prefix: - (-5), _ (_foo),
## more than one position: \ / . $
## Appos: 'm n't ...
## 1. separate by puncts in T1
## 2. separate by puncts in T2
## 3. deal with punct T3 one by one according to options
## 4. if the token remains unchanged after step 1-3, return the token
## $line contains at least 2 chars, and no space.
sub deep_proc_token {
my ($line) = @_;
if($debug){
print STDERR "deep_proc_token: +$line+\n";
}
##### step 0: if it mades up of all puncts, remove one punct at a time.
if($line !~ /[\p{Cyrillic}\p{Greek}\p{Hebrew}\p{Han}\p{Arabic}\p{Devanagari}a-zA-Z\d]/){
if($line =~ /^(\!+|\@+|\++|\=+|\*+|\<+|\>+|\|+|\?+|\x{0964}+|\.+|\-+|\_+|\&+)$/){
## ++ @@@@ !!! ....
return $line;
}
if($line =~ /^(.)(.+)$/){
my $t1 = $1;
my $t2 = $2;
return $t1 . " " . proc_token($t2);
}else{
### one char only
print STDERR "deep_proc_token: this should not happen: +$line+\n";
return $line;
}
}
##### step 1: separate by punct T2 on the boundary
my $t2 = '\`|\!|\@|\+|\=|\[|\]|\<|\>|\||\(|\)|\{|\}|\?|\"|;|●|○';
if($line =~ s/^(($t2)+)/$1 /){
return proc_line($line);
}
if($line =~ s/(($t2)+)$/ $1/){
return proc_line($line);
}
## step 2: separate by punct T2 in any position
if($line =~ s/(($t2)+)/ $1 /g){
return proc_line($line);
}
##### step 3: deal with special puncts in T3.
if($line =~ /^(\,+)(.+)$/){
my $t1 = $1;
my $t2 = $2;
return proc_token($t1) . " " . proc_token($t2);
}
if($line =~ /^(.*[^\,]+)(\,+)$/){
## 19.3,,, => 19.3 ,,,
my $t1 = $1;
my $t2 = $2;
return proc_token($t1) . " " . proc_token($t2);
}
## remove the ending periods that follow number etc.
if($line =~ /^(.*(\d|\~|\^|\&|\:|\,|\#|\*|\%|€|\-|\_|\/|\\|\$|\'))(\.+)$/){
## 12~13. => 12~13 .
my $t1 = $1;
my $t3 = $3;
return proc_token($t1) . " " . proc_token($t3);
}
### deal with "$"
if(($line =~ /\$/) && ($Split_On_DollarSign > 0)){
my $suc = 0;
if($Split_On_DollarSign == 1){
## split on all occasation
$suc = ($line =~ s/(\$+)/ $1 /g);
}else{
## split only between $ and number
$suc = ($line =~ s/(\$+)(\d)/$1 $2/g);
}
if($suc){
return proc_line($line);
}
}
## deal with "#"
if(($line =~ /\#/) && ($Split_On_SharpSign > 0)){
my $suc = 0;
if($Split_On_SharpSign >= 2){
### keep #50 as a token
$suc = ($line =~ s/(\#+)(\D)/ $1 $2/gi);
}else{
$suc = ($line =~ s/(\#+)/ $1 /gi);
}
if($suc){
return proc_line($line);
}
}
## deal with '
if($line =~ /\'/){
my $suc = ($line =~ s/([^\'])([\']+)$/$1 $2/g); ## xxx'' => xxx ''
### deal with ': e.g., 's, 't, 'm, 'll, 're, 've, n't
## 'there => ' there '98 => the same
$suc += ($line =~ s/^(\'+)([a-z\p{Cyrillic}\p{Greek}\p{Hebrew}\p{Han}\p{Arabic}\p{Devanagari}]+)/ $1 $2/gi);
## note that \' and \. could interact: e.g., U.S.'s; 're.
if($Split_NAposT && ($line =~ /^(.*[a-z]+)(n\'t)([\.]*)$/i)){
## doesn't => does n't
my $t1 = $1;
my $t2 = $2;
my $t3 = $3;
return proc_token($t1) . " " . $t2 . " " . proc_token($t3);
}
## 's, 't, 'm, 'll, 're, 've: they've => they 've
## 1950's => 1950 's Co.'s => Co. 's
if($Split_AposS && ($line =~ /^(.+)(\'s)(\W*)$/i)){
my $t1 = $1;
my $t2 = $2;
my $t3 = $3;
return proc_token($t1) . " " . $t2 . " " . proc_token($t3);
}
if($Split_AposM && ($line =~ /^(.*[a-z]+)(\'m)(\.*)$/i)){
my $t1 = $1;
my $t2 = $2;
my $t3 = $3;
return proc_token($t1) . " " . $t2 . " " . proc_token($t3);
}
if($Split_AposRE && ($line =~ /^(.*[a-z]+)(\'re)(\.*)$/i)){
my $t1 = $1;
my $t2 = $2;
my $t3 = $3;
return proc_token($t1) . " " . $t2 . " " . proc_token($t3);
}
if($Split_AposVE && ($line =~ /^(.*[a-z]+)(\'ve)(\.*)$/i)){
my $t1 = $1;
my $t2 = $2;
my $t3 = $3;
return proc_token($t1) . " " . $t2 . " " . proc_token($t3);
}
if($Split_AposLL && ($line =~ /^(.*[a-z]+)(\'ll)(\.*)$/i)){
my $t1 = $1;
my $t2 = $2;
my $t3 = $3;
return proc_token($t1) . " " . $t2 . " " . proc_token($t3);
}
if($Split_AposD && ($line =~ /^(.*[a-z]+)(\'d)(\.*)$/i)){
my $t1 = $1;
my $t2 = $2;
my $t3 = $3;
return proc_token($t1) . " " . $t2 . " " . proc_token($t3);
}
if($suc){
return proc_line($line);
}
}
## deal with "~"
if(($line =~ /\~/) && ($Split_On_Tilde > 0)){
my $suc = 0;
if($Split_On_Tilde >= 2){
## keep 12~13 as one token
$suc += ($line =~ s/(\D)(\~+)/$1 $2 /g);
$suc += ($line =~ s/(\~+)(\D)/ $1 $2/g);
$suc += ($line =~ s/^(\~+)(\d)/$1 $2/g);
$suc += ($line =~ s/(\d)(\~+)$/$1 $2/g);
}else{
$suc += ($line =~ s/(\~+)/ $1 /g);
}
if($suc){
return proc_line($line);
}
}
## deal with "^"
if(($line =~ /\^/) && ($Split_On_Circ > 0)){
my $suc = 0;
if($Split_On_Circ >= 2){
## keep 12~13 as one token
$suc += ($line =~ s/(\D)(\^+)/$1 $2 /g);
$suc += ($line =~ s/(\^+)(\D)/ $1 $2/g);
}else{
$suc = ($line =~ s/(\^+)/ $1 /g);
}
if($suc){
return proc_line($line);
}
}
## deal with ":"
if(($line =~ /\:/) && ($Split_On_Semicolon > 0)){
## 2: => 2 :
my $suc = ($line =~ s/^(\:+)/$1 /);
$suc += ($line =~ s/(\:+)$/ $1/);
if($Split_On_Semicolon >= 2){
## keep 5:4 as one token
$suc += ($line =~ s/(\D)(\:+)/$1 $2 /g);
$suc += ($line =~ s/(\:+)(\D)/ $1 $2/g);
}else{
$suc += ($line =~ s/(\:+)/ $1 /g);
}
if($suc){
return proc_line($line);
}
}
### deal with hyphen: 1992-1993. 21st-24th
if(($line =~ /\-/) && ($Split_On_Dash > 0)){
my $suc = ($line =~ s/(\-{2,})/ $1 /g);
if($Split_On_Dash >= 2){
## keep 1992-1993 as one token
$suc += ($line =~ s/(\D)(\-+)/$1 $2 /g);
$suc += ($line =~ s/(\-+)(\D)/ $1 $2/g);
}else{
### always split on "-"
$suc += ($line =~ s/([\-]+)/ $1 /g);
}
if($suc){
return proc_line($line);
}
}
## deal with "_"
if(($line =~ /\_/) && ($Split_On_Underscore > 0)){
### always split on "-"
if($line =~ s/([\_]+)/ $1 /g){
return proc_line($line);
}
}
## deal with "%"
if(($line =~ /\%|€/) && ($Split_On_PercentSign > 0)){
my $suc = 0;
if($Split_On_PercentSign >= 2){
$suc += ($line =~ s/(\D)(\%+|€+)/$1 $2/g);
}else{
$suc += ($line =~ s/(\%+|€+)/ $1 /g);
}
if($suc){
return proc_line($line);
}
}
### deal with "/": 4/5
if(($line =~ /\//) && ($Split_On_Slash > 0)){
my $suc = 0;
if($Split_On_Slash >= 2){
$suc += ($line =~ s/(\D)(\/+)/$1 $2 /g);
$suc += ($line =~ s/(\/+)(\D)/ $1 $2/g);
}else{
$suc += ($line =~ s/(\/+)/ $1 /g);
}
if($suc){
return proc_line($line);
}
}
### deal with comma: 123,456
if($line =~ /\,/){
my $suc = 0;
$suc += ($line =~ s/([^\d]),/$1 , /g); ## xxx, 1923 => xxx , 1923
$suc += ($line =~ s/\,\s*([^\d])/ , $1/g); ## 1923, xxx => 1923 , xxx
$suc += ($line =~ s/,([\d]{1,2}[^\d])/ , $1/g); ## 1,23 => 1 , 23
$suc += ($line =~ s/,([\d]{4,}[^\d])/ , $1/g); ## 1,2345 => 1 , 2345
$suc += ($line =~ s/,([\d]{1,2})$/ , $1/g); ## 1,23 => 1 , 23
$suc += ($line =~ s/,([\d]{4,})$/ , $1/g); ## 1,2345 => 1 , 2345
if($suc){
return proc_line($line);
}
}
## deal with "&"
if(($line =~ /\&/) && ($Split_On_AndSign > 0)){
my $suc = 0;
if($Split_On_AndSign >= 2){
$suc += ($line =~ s/([a-z]{3,})(\&+)/$1 $2 /gi);
$suc += ($line =~ s/(\&+)([a-z]{3,})/ $1 $2/gi);
}else{
$suc += ($line =~ s/(\&+)/ $1 /g);
}
if($suc){
return proc_line($line);
}
}
## deal with period
if($line =~ /\./){
if($line =~ /^(([\+|\-])*(\d+\,)*\d*\.\d+\%*)$/){
### numbers: 3.5
return $line;
}
if ($line =~ /^(([a-z]|ए|बी|सी|डी|ई|एफ|जी|एच|आई|जे|के|एल|एम|एन|ओ|पी|क़यू|आर|एस|टी|यू|वी|डबल्यू|एक्स|वाई|ज़ेड|ज़ी)(\.([a-z]|ए|बी|सी|डी|ई|एफ|जी|एच|आई|जे|के|एल|एम|एन|ओ|पी|क़यू|आर|एस|टी|यू|वी|डबल्यू|एक्स|वाई|ज़ेड|ज़ी))+)(\.?)(\.*)$/i){
## I.B.M.
my $t1 = $1 . $5;
my $t3 = $6;
return $t1 . " ". proc_token($t3);
}
## Feb.. => Feb. .
if($line =~ /^(.*[^\.])(\.)(\.*)$/){
my $p1 = $1;
my $p2 = $2;
my $p3 = $3;
my $p1_lc = $p1;
$p1_lc =~ tr/A-Z/a-z/;
if(defined($dict_hash{$p1_lc . $p2})){
## Dec.. => Dec. .
return $p1 . $p2 . " " . proc_token($p3);
}elsif(defined($dict_hash{$p1_lc})){
return $p1 . " " . proc_token($p2 . $p3);
}else{
## this. => this .
return proc_token($p1) . " " . proc_token($p2 . $p3);
}
}
if($line =~ s/(\.+)(.+)/$1 $2/g){
return proc_line($line);
}
}
## no pattern applies
return $line;
}
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