diff --git "a/uroman/lib/NLP/utilities.pm" "b/uroman/lib/NLP/utilities.pm"
new file mode 100644--- /dev/null
+++ "b/uroman/lib/NLP/utilities.pm"
@@ -0,0 +1,3652 @@
+################################################################
+# #
+# utilities #
+# #
+################################################################
+
+package NLP::utilities;
+
+use File::Spec;
+use Time::HiRes qw(time);
+use Time::Local;
+use NLP::English;
+use NLP::UTF8;
+
+$utf8 = NLP::UTF8;
+$englishPM = NLP::English;
+
+%empty_ht = ();
+
+use constant DEBUGGING => 0;
+
+sub member {
+ local($this,$elem,@array) = @_;
+
+ my $a;
+ if (defined($elem)) {
+ foreach $a (@array) {
+ if (defined($a)) {
+ return 1 if $elem eq $a;
+ } else {
+ $DB::single = 1; # debugger breakpoint
+ print STDERR "\nWarning: Undefined variable utilities::member::a\n";
+ }
+ }
+ } else {
+ $DB::single = 1; # debugger breakpoint
+ print STDERR "\nWarning: Undefined variable utilities::member::elem\n";
+ }
+ return 0;
+}
+
+sub dual_member {
+ local($this,$elem1,$elem2,*array1,*array2) = @_;
+ # returns 1 if there exists a position $n
+ # such that $elem1 occurs at position $n in @array1
+ # and $elem2 occurs at same position $n in @array2
+
+ return 0 unless defined($elem1) && defined($elem2);
+ my $last_index = ($#array1 < $#array2) ? $#array1 : $#array2; #min
+ my $a;
+ my $b;
+ foreach $i ((0 .. $last_index)) {
+ return 1 if defined($a = $array1[$i]) && defined($b = $array2[$i]) && ($a eq $elem1) && ($b eq $elem2);
+ }
+ return 0;
+}
+
+sub sorted_list_equal {
+ local($this,*list1,*list2) = @_;
+
+ return 0 unless $#list1 == $#list2;
+ foreach $i ((0 .. $#list1)) {
+ return 0 unless $list1[$i] eq $list2[$i];
+ }
+ return 1;
+}
+
+sub trim {
+ local($this, $s) = @_;
+
+ $s =~ s/^\s*//;
+ $s =~ s/\s*$//;
+ $s =~ s/\s+/ /g;
+ return $s;
+}
+
+sub trim2 {
+ local($this, $s) = @_;
+
+ $s =~ s/^\s*//;
+ $s =~ s/\s*$//;
+ return $s;
+}
+
+sub trim_left {
+ local($this, $s) = @_;
+ $s =~ s/^\s*//;
+ return $s;
+}
+
+sub cap_member {
+ local($this,$elem,@array) = @_;
+
+ my $a;
+ my $lc_elem = lc $elem;
+ foreach $a (@array) {
+ return $a if $lc_elem eq lc $a;
+ }
+ return "";
+}
+
+sub remove_elem {
+ local($this,$elem,@array) = @_;
+
+ return @array unless $this->member($elem, @array);
+ @rm_list = ();
+ foreach $a (@array) {
+ push(@rm_list, $a) unless $elem eq $a;
+ }
+ return @rm_list;
+}
+
+sub intersect_p {
+ local($this,*list1,*list2) = @_;
+
+ foreach $elem1 (@list1) {
+ if (defined($elem1)) {
+ foreach $elem2 (@list2) {
+ if (defined($elem2)) {
+ return 1 if $elem1 eq $elem2;
+ } else {
+ $DB::single = 1; # debugger breakpoint
+ print STDERR "\nWarning: Undefined variable utilities::intersect_p::elem2\n";
+ }
+ }
+ } else {
+ $DB::single = 1; # debugger breakpoint
+ print STDERR "\nWarning: Undefined variable utilities::intersect_p::elem1\n";
+ }
+ }
+ return 0;
+}
+
+sub intersect_expl_p {
+ local($this,*list1,@list2) = @_;
+
+ foreach $elem1 (@list1) {
+ foreach $elem2 (@list2) {
+ return 1 if $elem1 eq $elem2;
+ }
+ }
+ return 0;
+}
+
+sub intersection {
+ local($this,*list1,*list2) = @_;
+
+ @intersection_list = ();
+ foreach $elem1 (@list1) {
+ foreach $elem2 (@list2) {
+ push(@intersection_list, $elem1) if ($elem1 eq $elem2) && ! $this->member($elem1, @intersection_list);
+ }
+ }
+ return @intersection_list;
+}
+
+sub cap_intersect_p {
+ local($this,*list1,*list2) = @_;
+
+ foreach $elem1 (@list1) {
+ $lc_elem1 = lc $elem1;
+ foreach $elem2 (@list2) {
+ return 1 if $lc_elem1 eq lc $elem2;
+ }
+ }
+ return 0;
+}
+
+sub subset_p {
+ local($this,*list1,*list2) = @_;
+
+ foreach $elem1 (@list1) {
+ return 0 unless $this->member($elem1, @list2);
+ }
+ return 1;
+}
+
+sub cap_subset_p {
+ local($this,*list1,*list2) = @_;
+
+ foreach $elem1 (@list1) {
+ return 0 unless $this->cap_member($elem1, @list2);
+ }
+ return 1;
+}
+
+sub unique {
+ local($this, @list) = @_;
+
+ my %seen = ();
+ @uniq = ();
+ foreach $item (@list) {
+ push(@uniq, $item) unless $seen{$item}++;
+ }
+ return @uniq;
+}
+
+sub position {
+ local($this,$elem,@array) = @_;
+ $i = 0;
+ foreach $a (@array) {
+ return $i if $elem eq $a;
+ $i++;
+ }
+ return -1;
+}
+
+sub positions {
+ local($this,$elem,@array) = @_;
+ $i = 0;
+ @positions_in_list = ();
+ foreach $a (@array) {
+ push(@positions_in_list, $i) if $elem eq $a;
+ $i++;
+ }
+ return @positions_in_list;
+}
+
+sub last_position {
+ local($this,$elem,@array) = @_;
+
+ $result = -1;
+ $i = 0;
+ foreach $a (@array) {
+ $result = $i if $elem eq $a;
+ $i++;
+ }
+ return $result;
+}
+
+sub rand_n_digit_number {
+ local($this,$n) = @_;
+
+ return 0 unless $n =~ /^[1-9]\d*$/;
+ $ten_power_n = 10 ** ($n - 1);
+ return int(rand(9 * $ten_power_n)) + $ten_power_n;
+}
+
+# Consider File::Temp
+sub new_tmp_filename {
+ local($this,$filename) = @_;
+
+ $loop_limit = 1000;
+ ($dir,$simple_filename) = ($filename =~ /^(.+)\/([^\/]+)$/);
+ $simple_filename = $filename unless defined($simple_filename);
+ $new_filename = "$dir/tmp-" . $this->rand_n_digit_number(8) . "-$simple_filename";
+ while ((-e $new_filename) && ($loop_limit-- >= 0)) {
+ $new_filename = "$dir/tmp-" . $this->rand_n_digit_number(8) . "-$simple_filename";
+ }
+ return $new_filename;
+}
+
+# support sorting order: "8", "8.0", "8.5", "8.5.1.", "8.10", "10", "10-12"
+
+sub compare_complex_numeric {
+ local($this,$a,$b) = @_;
+
+ (my $a_num,my $a_rest) = ($a =~ /^(\d+)\D*(.*)$/);
+ (my $b_num,my $b_rest) = ($b =~ /^(\d+)\D*(.*)$/);
+
+ if (defined($a_rest) && defined($b_rest)) {
+ return ($a_num <=> $b_num)
+ || $this->compare_complex_numeric($a_rest,$b_rest);
+ } else {
+ return $a cmp $b;
+ }
+}
+
+# support sorting order: "lesson8-ps-v1.9.xml", "Lesson 10_ps-v_1.11.xml"
+# approach: segment strings into alphabetic and numerical sections and compare pairwise
+
+sub compare_mixed_alpha_numeric {
+ local($this,$a,$b) = @_;
+
+ ($a_alpha,$a_num,$a_rest) = ($a =~ /^(\D*)(\d[-\d\.]*)(.*)$/);
+ ($b_alpha,$b_num,$b_rest) = ($b =~ /^(\D*)(\d[-\d\.]*)(.*)$/);
+
+ ($a_alpha) = ($a =~ /^(\D*)/) unless defined $a_alpha;
+ ($b_alpha) = ($b =~ /^(\D*)/) unless defined $b_alpha;
+
+ # ignore non-alphabetic characters in alpha sections
+ $a_alpha =~ s/\W|_//g;
+ $b_alpha =~ s/\W|_//g;
+
+ if ($alpha_cmp = lc $a_alpha cmp lc $b_alpha) {
+ return $alpha_cmp;
+ } elsif (defined($a_rest) && defined($b_rest)) {
+ return $this->compare_complex_numeric($a_num,$b_num)
+ || $this->compare_mixed_alpha_numeric ($a_rest,$b_rest);
+ } else {
+ return (defined($a_num) <=> defined($b_num)) || ($a cmp $b);
+ }
+}
+
+# @sorted_lessons = sort { NLP::utilities->compare_mixed_alpha_numeric($a,$b) } @lessons;
+
+sub html_guarded_p {
+ local($this,$string) = @_;
+
+ return 0 if $string =~ /[<>"]/;
+ $string .= " ";
+ @segs = split('&',$string);
+ shift @segs;
+ foreach $seg (@segs) {
+ next if $seg =~ /^[a-z]{2,6};/i;
+ # next if $seg =~ /^amp;/;
+ # next if $seg =~ /^quot;/;
+ # next if $seg =~ /^nbsp;/;
+ # next if $seg =~ /^gt;/;
+ # next if $seg =~ /^lt;/;
+ next if $seg =~ /^#(\d+);/;
+ next if $seg =~ /^#x([0-9a-fA-F]+);/;
+ return 0;
+ }
+ return 1;
+}
+
+sub guard_tooltip_text {
+ local($this,$string) = @_;
+
+ $string =~ s/\xCB\x88/'/g;
+ return $string;
+}
+
+sub guard_html {
+ local($this,$string,$control_string) = @_;
+
+ return "" unless defined($string);
+ my $guarded_string;
+ $control_string = "" unless defined($control_string);
+ return $string if ($string =~ /&/)
+ && (! ($control_string =~ /\bstrict\b/))
+ && $this->html_guarded_p($string);
+ $guarded_string = $string;
+ $guarded_string =~ s/&/&/g;
+ if ($control_string =~ /slash quote/) {
+ $guarded_string =~ s/"/\\"/g;
+ } elsif ($control_string =~ /keep quote/) {
+ } else {
+ $guarded_string =~ s/\"/"/g;
+ }
+ if ($control_string =~ /escape-slash/) {
+ $guarded_string =~ s/\//&x2F;/g;
+ }
+ $guarded_string =~ s/>/>/g;
+ $guarded_string =~ s/</g;
+ return $guarded_string;
+}
+
+sub unguard_html {
+ local($this,$string) = @_;
+
+ return undef unless defined($string);
+ $string=~ s[&(\S*?);]{
+ local $_ = $1;
+ /^amp$/i ? "&" :
+ /^quot$/i ? '"' :
+ /^apos$/i ? "'" :
+ /^gt$/i ? ">" :
+ /^lt$/i ? "<" :
+ /^x2F$/i ? "/" :
+ /^nbsp$/i ? "\xC2\xA0" :
+ /^#(\d+)$/ ? $this->chr($1) :
+ /^#x([0-9a-f]+)$/i ? $this->chr(hex($1)) :
+ $_
+ }gex;
+ return $string;
+}
+
+sub unguard_html_r {
+ local($this,$string) = @_;
+
+ return undef unless defined($string);
+
+ $string =~ s/&/&/g;
+ $string =~ s/"/'/g;
+ $string =~ s/<//g;
+
+ ($d) = ($string =~ /(\d+);/);
+ while (defined($d)) {
+ $c = $this->chr($d);
+ $string =~ s/$d;/$c/g;
+ ($d) = ($string =~ /(\d+);/);
+ }
+ ($x) = ($string =~ /([0-9a-f]+);/i);
+ while (defined($x)) {
+ $c = $this->chr(hex($x));
+ $string =~ s/$x;/$c/g;
+ ($x) = ($string =~ /([0-9a-f]+);/i);
+ }
+ $string0 = $string;
+ ($x) = ($string =~ /(?:https?|www|\.com)\S*\%([0-9a-f]{2,2})/i);
+ while (defined($x)) {
+ $c = $this->chr("%" . hex($x));
+ $string =~ s/\%$x/$c/g;
+ ($x) = ($string =~ /(?:https?|www|\.com)\S*\%([0-9a-f]{2,2})/i);
+ }
+ return $string;
+}
+
+sub unguard_html_l {
+ local($caller,$string) = @_;
+
+ return undef unless defined($string);
+
+ my $pre;
+ my $core;
+ my $post;
+ my $repl;
+ my $s = $string;
+ if (($pre,$core,$post) = ($s =~ /^(.*)&(amp|quot|lt|gt|#\d+|#x[0-9a-f]+);(.*)$/i)) {
+ $repl = "?";
+ $repl = "&" if $core =~ /^amp$/i;
+ $repl = "'" if $core =~ /^quot$/i;
+ $repl = "<" if $core =~ /^lt$/i;
+ $repl = ">" if $core =~ /^gt$/i;
+ if ($core =~ /^#\d+$/i) {
+ $core2 = substr($core,1);
+ $repl = $caller->chr($core2);
+ }
+ $repl = $caller->chr(hex(substr($core,2))) if $core =~ /^#x[0-9a-f]+$/i;
+ $s = $pre . $repl . $post;
+ }
+ return $s;
+}
+
+sub guard_html_quote {
+ local($caller,$string) = @_;
+
+ $string =~ s/"/"/g;
+ return $string;
+}
+
+sub unguard_html_quote {
+ local($caller,$string) = @_;
+
+ $string =~ s/"/"/g;
+ return $string;
+}
+
+sub uri_encode {
+ local($caller,$string) = @_;
+
+ $string =~ s/([^^A-Za-z0-9\-_.!~*()'])/ sprintf "%%%02x", ord $1 /eg;
+ return $string;
+}
+
+sub uri_decode {
+ local($caller,$string) = @_;
+
+ $string =~ s/%([0-9A-Fa-f]{2})/chr(hex($1))/eg;
+ return $string;
+}
+
+sub remove_xml_tags {
+ local($caller,$string) = @_;
+
+ $string =~ s/<\/?[a-zA-Z][-_:a-zA-Z0-9]*(\s+[a-zA-Z][-_:a-zA-Z0-9]*=\"[^"]*\")*\s*\/?>//g;
+ return $string;
+}
+
+sub remove_any_tokenization_at_signs_around_xml_tags {
+ local($caller,$string) = @_;
+
+ $string =~ s/(?:\@ \@)?(<[^<>]+>)(?:\@ \@)?/$1/g;
+ $string =~ s/\@?(<[^<>]+>)\@?/$1/g;
+ return $string;
+}
+
+sub remove_xml_tags_and_any_bordering_at_signs {
+ # at-signs from tokenization
+ local($caller,$string) = @_;
+
+ $string =~ s/\@?<\/?[a-zA-Z][-_:a-zA-Z0-9]*(\s+[a-zA-Z][-_:a-zA-Z0-9]*=\"[^"]*\")*\s*\/?>\@?//g;
+ return $string;
+}
+
+sub chr {
+ local($caller,$i) = @_;
+
+ return undef unless $i =~ /^\%?\d+$/;
+ if ($i =~ /^%/) {
+ $i =~ s/^\%//;
+ return chr($i) if $i < 128;
+ return "\x80" | chr($i - 128) if $i < 256;
+ } else {
+ return chr($i) if $i < 128;
+ return ("\xC0" | chr(($i / 64) % 32))
+ . ("\x80" | chr($i % 64)) if $i < 2048;
+ return ("\xE0" | chr(int($i / 4096) % 16))
+ . ("\x80" | chr(int($i / 64) % 64))
+ . ("\x80" | chr($i % 64)) if $i < 65536;
+ return ("\xF0" | chr(int($i / 262144) % 8))
+ . ("\x80" | chr(int($i / 4096) % 64))
+ . ("\x80" | chr(int($i / 64) % 64))
+ . ("\x80" | chr($i % 64)) if $i < 2097152;
+ }
+ return "?";
+}
+
+sub guard_cgi {
+ local($caller, $string) = @_;
+
+ $guarded_string = $string;
+ if ($string =~ /[\x80-\xFF]/) {
+ $guarded_string = "";
+ while ($string ne "") {
+ $char = substr($string, 0, 1);
+ $string = substr($string, 1);
+ if ($char =~ /^[\\ ;\#\&\:\=\"\'\+\?\x00-\x1F\x80-\xFF]$/) {
+ $hex = sprintf("%2.2x",ord($char));
+ $guarded_string .= uc "%$hex";
+ } else {
+ $guarded_string .= $char;
+ }
+ }
+ } else {
+ $guarded_string = $string;
+ $guarded_string =~ s/%/%25/g;
+ $guarded_string =~ s/\n/%5Cn/g;
+ $guarded_string =~ s/\t/%5Ct/g;
+ $guarded_string =~ s/ /%20/g;
+ $guarded_string =~ s/"/%22/g;
+ $guarded_string =~ s/#/%23/g;
+ $guarded_string =~ s/&/%26/g;
+ $guarded_string =~ s/'/%27/g;
+ $guarded_string =~ s/\+/%2B/g;
+ $guarded_string =~ s/\//%2F/g;
+ $guarded_string =~ s/:/%3A/g;
+ $guarded_string =~ s/;/%3B/g;
+ $guarded_string =~ s/%3C/g;
+ $guarded_string =~ s/=/%3D/g;
+ $guarded_string =~ s/>/%3E/g;
+ $guarded_string =~ s/\?/%3F/g;
+ }
+ return $guarded_string;
+}
+
+sub repair_cgi_guard {
+ local($caller,$string) = @_;
+ # undo second cgi-guard, e.g. "Jo%25C3%25ABlle_Aubron" -> "Jo%C3%ABlle_Aubron"
+
+ $string =~ s/(%)25([CD][0-9A-F]%)25([89AB][0-9A-F])/$1$2$3/g;
+ $string =~ s/(%)25(E[0-9A-F]%)25([89AB][0-9A-F]%)25([89AB][0-9A-F])/$1$2$3$4/g;
+ return $string;
+}
+
+sub unguard_cgi {
+ local($caller,$string) = @_;
+
+ $unguarded_string = $string;
+ $unguarded_string =~ s/%5Cn/\n/g;
+ $unguarded_string =~ s/%5Ct/\t/g;
+ $unguarded_string =~ s/%20/ /g;
+ $unguarded_string =~ s/%23/#/g;
+ $unguarded_string =~ s/%26/&/g;
+ $unguarded_string =~ s/%2B/+/g;
+ $unguarded_string =~ s/%2C/,/g;
+ $unguarded_string =~ s/%3A/:/g;
+ $unguarded_string =~ s/%3D/=/g;
+ $unguarded_string =~ s/%3F/?/g;
+ $unguarded_string =~ s/%C3%A9/\xC3\xA9/g;
+
+ # more general
+ ($code) = ($unguarded_string =~ /%([0-9A-F]{2,2})/);
+ while (defined($code)) {
+ $percent_code = "%" . $code;
+ $hex_code = sprintf("%c", hex($code));
+ $unguarded_string =~ s/$percent_code/$hex_code/g;
+ ($code) = ($unguarded_string =~ /%([0-9A-F]{2,2})/);
+ }
+
+ return $unguarded_string;
+}
+
+sub regex_guard {
+ local($caller,$string) = @_;
+
+ $guarded_string = $string;
+ $guarded_string =~ s/([\\\/\^\|\(\)\{\}\$\@\*\+\?\.\[\]])/\\$1/g
+ if $guarded_string =~ /[\\\/\^\|\(\)\{\}\$\@\*\+\?\.\[\]]/;
+
+ return $guarded_string;
+}
+
+sub g_regex_spec_tok_p {
+ local($this,$string) = @_;
+
+ # specials: ( ) (?: ) [ ]
+ return ($string =~ /^(\(\?:|[()\[\]])$/);
+}
+
+sub regex_guard_norm {
+ local($this,$string) = @_;
+
+ return $string unless $string =~ /[\[\]\\()$@?+]/;
+ my $rest = $string;
+ my @stack = ("");
+ while ($rest ne "") {
+ # specials: ( ) (?: ) [ ] ? +
+ if (($pre, $special, $post) = ($rest =~ /^((?:\\.|[^\[\]()?+])*)(\(\?:|[\[\]()?+])(.*)$/)) {
+ # print STDERR "Special: $pre *$special* $post\n";
+ unless ($pre eq "") {
+ push(@stack, $pre);
+ while (($#stack >= 1) && (! $this->g_regex_spec_tok_p($stack[$#stack-1]))
+ && (! $this->g_regex_spec_tok_p($stack[$#stack]))) {
+ $s1 = pop @stack;
+ $s2 = pop @stack;
+ push(@stack, "$s2$s1");
+ }
+ }
+ if ($special =~ /^[?+]$/) {
+ push(@stack, "\\") if ($stack[$#stack] eq "")
+ || ($this->g_regex_spec_tok_p($stack[$#stack]) && ($stack[$#stack] ne "["));
+ push(@stack, $special);
+ } elsif ($special eq "]") {
+ if (($#stack >= 1) && ($stack[$#stack-1] eq "[") && ! $this->g_regex_spec_tok_p($stack[$#stack])) {
+ $char_expression = pop @stack;
+ pop @stack;
+ push(@stack, "[$char_expression]");
+ } else {
+ push(@stack, $special);
+ }
+ } elsif (($special =~ /^[()]/) && (($stack[$#stack] eq "[")
+ || (($#stack >= 1)
+ && ($stack[$#stack-1] eq "[")
+ && ! $this->g_regex_spec_tok_p($stack[$#stack])))) {
+ push(@stack, "\\$special");
+ } elsif ($special eq ")") {
+ if (($#stack >= 1) && ($stack[$#stack-1] =~ /^\((\?:)?$/) && ! $this->g_regex_spec_tok_p($stack[$#stack])) {
+ $alt_expression = pop @stack;
+ $open_para = pop @stack;
+ if ($open_para eq "(") {
+ push(@stack, "(?:$alt_expression)");
+ } else {
+ push(@stack, "$open_para$alt_expression)");
+ }
+ } else {
+ push(@stack, $special);
+ }
+ } else {
+ push(@stack, $special);
+ }
+ while (($#stack >= 1) && (! $this->g_regex_spec_tok_p($stack[$#stack-1]))
+ && (! $this->g_regex_spec_tok_p($stack[$#stack]))) {
+ $s1 = pop @stack;
+ $s2 = pop @stack;
+ push(@stack, "$s2$s1");
+ }
+ $rest = $post;
+ } else {
+ push(@stack, $rest);
+ $rest = "";
+ }
+ }
+ # print STDERR "Stack: " . join(";", @stack) . "\n";
+ foreach $i ((0 .. $#stack)) {
+ $stack_elem = $stack[$i];
+ if ($stack_elem =~ /^[()\[\]]$/) {
+ $stack[$i] = "\\" . $stack[$i];
+ }
+ }
+ return join("", @stack);
+}
+
+sub string_guard {
+ local($caller,$string) = @_;
+
+ return "" unless defined($string);
+ $guarded_string = $string;
+ $guarded_string =~ s/([\\"])/\\$1/g
+ if $guarded_string =~ /[\\"]/;
+
+ return $guarded_string;
+}
+
+sub json_string_guard {
+ local($caller,$string) = @_;
+
+ return "" unless defined($string);
+ $guarded_string = $string;
+ $guarded_string =~ s/([\\"])/\\$1/g
+ if $guarded_string =~ /[\\"]/;
+ $guarded_string =~ s/\r*\n/\\n/g
+ if $guarded_string =~ /\n/;
+
+ return $guarded_string;
+}
+
+sub json_string_unguard {
+ local($caller,$string) = @_;
+
+ return "" unless defined($string);
+ $string =~ s/\\n/\n/g
+ if $string =~ /\\n/;
+ return $string;
+}
+
+sub guard_javascript_arg {
+ local($caller,$string) = @_;
+
+ return "" unless defined($string);
+ $guarded_string = $string;
+ $guarded_string =~ s/\\/\\\\/g;
+ $guarded_string =~ s/'/\\'/g;
+ return $guarded_string;
+}
+
+sub guard_substitution_right_hand_side {
+ # "$1x" => "$1 . \"x\""
+ local($caller,$string) = @_;
+
+ my $result = "";
+ ($pre,$var,$post) = ($string =~ /^([^\$]*)(\$\d)(.*)$/);
+ while (defined($var)) {
+ $result .= " . " if $result;
+ $result .= "\"$pre\" . " unless $pre eq "";
+ $result .= $var;
+ $string = $post;
+ ($pre,$var,$post) = ($string =~ /^([^\$]*)(\$\d)(.*)$/);
+ }
+ $result .= " . \"$string\"" if $string;
+ return $result;
+}
+
+sub string_starts_with_substring {
+ local($caller,$string,$substring) = @_;
+
+ $guarded_substring = $caller->regex_guard($substring);
+ return $string =~ /^$guarded_substring/;
+}
+
+sub one_string_starts_with_the_other {
+ local($caller,$s1,$s2) = @_;
+
+ return ($s1 eq $s2)
+ || $caller->string_starts_with_substring($s1,$s2)
+ || $caller->string_starts_with_substring($s2,$s1);
+}
+
+sub string_ends_in_substring {
+ local($caller,$string,$substring) = @_;
+
+ $guarded_substring = $caller->regex_guard($substring);
+ return $string =~ /$guarded_substring$/;
+}
+
+sub string_equal_ignore_leading_multiple_or_trailing_blanks {
+ local($caller,$string1,$string2) = @_;
+
+ return 1 if $string1 eq $string2;
+ $string1 =~ s/\s+/ /;
+ $string2 =~ s/\s+/ /;
+ $string1 =~ s/^\s+//;
+ $string2 =~ s/^\s+//;
+ $string1 =~ s/\s+$//;
+ $string2 =~ s/\s+$//;
+
+ return $string1 eq $string2;
+}
+
+sub strip_substring_from_start_of_string {
+ local($caller,$string,$substring,$error_code) = @_;
+
+ $error_code = "ERROR" unless defined($error_code);
+ my $reg_surf = $caller->regex_guard($substring);
+ if ($string =~ /^$guarded_substring/) {
+ $string =~ s/^$reg_surf//;
+ return $string;
+ } else {
+ return $error_code;
+ }
+}
+
+sub strip_substring_from_end_of_string {
+ local($caller,$string,$substring,$error_code) = @_;
+
+ $error_code = "ERROR" unless defined($error_code);
+ my $reg_surf = $caller->regex_guard($substring);
+ if ($string =~ /$reg_surf$/) {
+ $string =~ s/$reg_surf$//;
+ return $string;
+ } else {
+ return $error_code;
+ }
+}
+
+# to be deprecated
+sub lang_code {
+ local($caller,$language) = @_;
+
+ $langPM = NLP::Language->new();
+ return $langPM->lang_code($language);
+}
+
+sub full_language {
+ local($caller,$lang_code) = @_;
+
+ return "Arabic" if $lang_code eq "ar";
+ return "Chinese" if $lang_code eq "zh";
+ return "Czech" if $lang_code eq "cs";
+ return "Danish" if $lang_code eq "da";
+ return "Dutch" if $lang_code eq "nl";
+ return "English" if $lang_code eq "en";
+ return "Finnish" if $lang_code eq "fi";
+ return "French" if $lang_code eq "fr";
+ return "German" if $lang_code eq "de";
+ return "Greek" if $lang_code eq "el";
+ return "Hebrew" if $lang_code eq "he";
+ return "Hindi" if $lang_code eq "hi";
+ return "Hungarian" if $lang_code eq "hu";
+ return "Icelandic" if $lang_code eq "is";
+ return "Indonesian" if $lang_code eq "id";
+ return "Italian" if $lang_code eq "it";
+ return "Japanese" if $lang_code eq "ja";
+ return "Kinyarwanda" if $lang_code eq "rw";
+ return "Korean" if $lang_code eq "ko";
+ return "Latin" if $lang_code eq "la";
+ return "Malagasy" if $lang_code eq "mg";
+ return "Norwegian" if $lang_code eq "no";
+ return "Pashto" if $lang_code eq "ps";
+ return "Persian" if $lang_code eq "fa";
+ return "Polish" if $lang_code eq "pl";
+ return "Portuguese" if $lang_code eq "pt";
+ return "Romanian" if $lang_code eq "ro";
+ return "Russian" if $lang_code eq "ru";
+ return "Spanish" if $lang_code eq "es";
+ return "Swedish" if $lang_code eq "sv";
+ return "Turkish" if $lang_code eq "tr";
+ return "Urdu" if $lang_code eq "ur";
+ return "";
+}
+
+# to be deprecated
+sub short_lang_name {
+ local($caller,$lang_code) = @_;
+
+ $langPM = NLP::Language->new();
+ return $langPM->shortname($lang_code);
+}
+
+sub ml_dir {
+ local($caller,$language,$type) = @_;
+
+ $type = "MSB" unless defined($type);
+ $lang_code = $langPM->lang_code($language);
+ return $caller->ml_dir($lang_code, "lex") . "/corpora" if $type eq "corpora";
+ return "" unless defined($rc);
+ $ml_home = $rc->ml_home_dir();
+ return File::Spec->catfile($ml_home, "arabic")
+ if ($lang_code eq "ar-iq") && ! $caller->member(lc $type,"lex","onto","dict");
+ $langPM = NLP::Language->new();
+ $lexdir = $langPM->lexdir($lang_code);
+ return $lexdir if defined($lexdir);
+ return "";
+}
+
+sub language_lex_filename {
+ local($caller,$language,$type) = @_;
+
+ $langPM = NLP::Language->new();
+ if (($lang_code = $langPM->lang_code($language))
+ && ($ml_dir = $caller->ml_dir($lang_code,$type))
+ && ($norm_language = $caller->short_lang_name($lang_code))) {
+ return "$ml_dir/$norm_language-lex" if ($type eq "lex");
+ return "$ml_dir/onto" if ($type eq "onto");
+ return "$ml_dir/$norm_language-english-dict" if ($type eq "dict") && !($lang_code eq "en");
+ return "";
+ } else {
+ return "";
+ }
+}
+
+# filename_without_path is obsolete - replace with
+# use File::Basename;
+# basename($filename)
+sub filename_without_path {
+ local($caller,$filename) = @_;
+
+ $filename =~ s/^.*\/([^\/]+)$/$1/;
+ return $filename;
+}
+
+sub option_string {
+ local($caller,$input_name,$default,*values,*labels) = @_;
+
+ my $s = "";
+ return $s;
+}
+
+sub pes_subseq_surf {
+ local($this,$start,$length,$langCode,@pes) = @_;
+
+ my $surf = "";
+ if ($start+$length-1 <= $#pes) {
+ foreach $i ($start .. $start + $length - 1) {
+ my $pe = $pes[$i];
+ $surf .= $pe->get("surf","");
+ $surf .= " " if $langCode =~ /^(ar|en|fr)$/;
+ }
+ }
+ $surf =~ s/\s+$//;
+ return $surf;
+}
+
+sub copyList {
+ local($this,@list) = @_;
+
+ @copy_list = ();
+ foreach $elem (@list) {
+ push(@copy_list,$elem);
+ }
+ return @copy_list;
+}
+
+sub list_with_same_elem {
+ local($this,$size,$elem) = @_;
+
+ @list = ();
+ foreach $i (0 .. $size-1) {
+ push(@list,$elem);
+ }
+ return @list;
+}
+
+sub count_occurrences {
+ local($this,$s,$substring) = @_;
+
+ $occ = 0;
+ $new = $s;
+ $guarded_substring = $this->regex_guard($substring);
+ $new =~ s/$guarded_substring//;
+ while ($new ne $s) {
+ $occ++;
+ $s = $new;
+ $new =~ s/$guarded_substring//;
+ }
+ return $occ;
+}
+
+sub position_of_nth_occurrence {
+ local($this,$s,$substring,$occ) = @_;
+
+ return -1 unless $occ > 0;
+ my $pos = 0;
+ while (($pos = index($s, $substring, $pos)) >= 0) {
+ return $pos if $occ == 1;
+ $occ--;
+ $pos = $pos + length($substring);
+ }
+ return -1;
+}
+
+sub has_diff_elements_p {
+ local($this,@array) = @_;
+
+ return 0 if $#array < 1;
+ $elem = $array[0];
+
+ foreach $a (@array) {
+ return 1 if $elem ne $a;
+ }
+ return 0;
+}
+
+sub init_log {
+ local($this,$logfile, $control) = @_;
+
+ $control = "" unless defined($control);
+ if ((DEBUGGING || ($control =~ /debug/i)) && $logfile) {
+ system("rm -f $logfile");
+ system("date > $logfile; chmod 777 $logfile");
+ }
+}
+
+sub time_stamp_log {
+ local($this,$logfile, $control) = @_;
+
+ $control = "" unless defined($control);
+ if ((DEBUGGING || ($control =~ /debug/i)) && $logfile) {
+ system("date >> $logfile; chmod 777 $logfile");
+ }
+}
+
+sub log {
+ local($this,$message,$logfile,$control) = @_;
+
+ $control = "" unless defined($control);
+ if ((DEBUGGING || ($control =~ /debug/i)) && $logfile) {
+ $this->init_log($logfile, $control) unless -w $logfile;
+ if ($control =~ /timestamp/i) {
+ $this->time_stamp_log($logfile, $control);
+ }
+ $guarded_message = $message;
+ $guarded_message =~ s/"/\\"/g;
+ system("echo \"$guarded_message\" >> $logfile");
+ }
+}
+
+sub month_name_to_month_number {
+ local($this,$month_name) = @_;
+
+ $month_name_init = lc substr($month_name,0,3);
+ return $this->position($month_name_init, "jan", "feb", "mar", "apr", "may", "jun", "jul", "aug", "sep", "oct", "nov", "dec") + 1;
+}
+
+my @short_month_names = ("Jan.","Febr.","March","April","May","June","July","Aug.","Sept.","Oct.","Nov.","Dec.");
+my @full_month_names = ("January","February","March","April","May","June","July","August","September","October","November","December");
+
+sub month_number_to_month_name {
+ local($this,$month_number, $control) = @_;
+
+ $month_number =~ s/^0//;
+ if ($month_number =~ /^([1-9]|1[0-2])$/) {
+ return ($control && ($control =~ /short/i))
+ ? $short_month_names[$month_number-1]
+ : $full_month_names[$month_number-1];
+ } else {
+ return "";
+ }
+}
+
+sub leap_year {
+ local($this,$year) = @_;
+
+ return 0 if $year % 4 != 0;
+ return 1 if $year % 400 == 0;
+ return 0 if $year % 100 == 0;
+ return 1;
+}
+
+sub datetime {
+ local($this,$format,$time_in_secs, $command) = @_;
+
+ $command = "" unless defined($command);
+ $time_in_secs = time unless defined($time_in_secs) && $time_in_secs;
+ @time_vector = ($command =~ /\b(gm|utc)\b/i) ? gmtime($time_in_secs) : localtime($time_in_secs);
+ ($sec,$min,$hour,$mday,$mon,$year,$wday,$yday,$isdst)=@time_vector;
+ $thisyear = $year + 1900;
+ $thismon=(Jan,Feb,Mar,Apr,May,Jun,Jul,Aug,Sep,Oct,Nov,Dec)[$mon];
+ $thismon2=("Jan.","Febr.","March","April","May","June","July","Aug.","Sept.","Oct.","Nov.","Dec.")[$mon];
+ $thismonth = $mon + 1;
+ $thisday=(Sun,Mon,Tue,Wed,Thu,Fri,Sat)[$wday];
+ $milliseconds = int(($time_in_secs - int($time_in_secs)) * 1000);
+ $date="$thisday $thismon $mday, $thisyear";
+ $sdate="$thismon $mday, $thisyear";
+ $dashedDate = sprintf("%04d-%02d-%02d",$thisyear,$thismonth,$mday);
+ $slashedDate = sprintf("%02d/%02d/%04d",$mday,$thismonth,$thisyear);
+ $time=sprintf("%02d:%02d:%02d",$hour,$min,$sec);
+ $shorttime=sprintf("%d:%02d",$hour,$min);
+ $shortdatetime = "$thismon2 $mday, $shorttime";
+
+ if ($date =~ /undefined/) {
+ return "";
+ } elsif ($format eq "date at time") {
+ return "$date at $time";
+ } elsif ($format eq "date") {
+ return "$date";
+ } elsif ($format eq "sdate") {
+ return "$sdate";
+ } elsif ($format eq "ddate") {
+ return "$dashedDate";
+ } elsif ($format eq "time") {
+ return "$time";
+ } elsif ($format eq "dateTtime+ms") {
+ return $dashedDate . "T" . $time . "." . $milliseconds;
+ } elsif ($format eq "dateTtime") {
+ return $dashedDate . "T" . $time;
+ } elsif ($format eq "yyyymmdd") {
+ return sprintf("%04d%02d%02d",$thisyear,$thismonth,$mday);
+ } elsif ($format eq "short date at time") {
+ return $shortdatetime;
+ } else {
+ return "$date at $time";
+ }
+}
+
+sub datetime_of_last_file_modification {
+ local($this,$format,$filename) = @_;
+
+ return $this->datetime($format,(stat($filename))[9]);
+}
+
+sub add_1sec {
+ local($this,$datetime) = @_;
+
+ if (($year,$month,$day,$hour,$minute,$second) = ($datetime =~ /^(\d\d\d\d)-(\d\d)-(\d\d)T(\d\d):(\d\d):(\d\d)$/)) {
+ $second++;
+ if ($second >= 60) { $second -= 60; $minute++; }
+ if ($minute >= 60) { $minute -= 60; $hour++; }
+ if ($hour >= 24) { $hour -= 24; $day++; }
+ if ($month =~ /^(01|03|05|07|08|10|12)$/) {
+ if ($day > 31) { $day -= 31; $month++; }
+ } elsif ($month =~ /^(04|06|09|11)$/) {
+ if ($day > 30) { $day -= 30; $month++; }
+ } elsif (($month eq "02") && $this->leap_year($year)) {
+ if ($day > 29) { $day -= 29; $month++; }
+ } elsif ($month eq "02") {
+ if ($day > 28) { $day -= 28; $month++; }
+ }
+ if ($month > 12) { $month -= 12; $year++; }
+ return sprintf("%04d-%02d-%02dT%02d:%02d:%02d", $year,$month,$day,$hour,$minute,$second);
+ } else {
+ return "";
+ }
+}
+
+sub stopwatch {
+ local($this, $function, $id, *ht, *OUT) = @_;
+ # function: start|stop|count|report; start|stop times are absolute (in secs.)
+
+ my $current_time = time;
+ # print OUT "Point S stopwatch $function $id $current_time\n";
+ if ($function eq "start") {
+ if ($ht{STOPWATCH_START}->{$id}) {
+ $ht{STOPWATCH_N_RESTARTS}->{$id} = ($ht{STOPWATCH_N_RESTARTS}->{$id} || 0) + 1;
+ } else {
+ $ht{STOPWATCH_START}->{$id} = $current_time;
+ }
+ } elsif ($function eq "end") {
+ if ($start_time = $ht{STOPWATCH_START}->{$id}) {
+ $ht{STOPWATCH_TIME}->{$id} = ($ht{STOPWATCH_TIME}->{$id} || 0) + ($current_time - $start_time);
+ $ht{STOPWATCH_START}->{$id} = "";
+ } else {
+ $ht{STOPWATCH_N_DEAD_ENDS}->{$id} = ($ht{STOPWATCH_N_DEAD_ENDS}->{$id} || 0) + 1;
+ }
+ } elsif ($function eq "count") {
+ $ht{STOPWATCH_COUNT}->{$id} = ($ht{STOPWATCH_COUNT}->{$id} || 0) + 1;
+ } elsif ($function eq "report") {
+ my $id2;
+ foreach $id2 (keys %{$ht{STOPWATCH_START}}) {
+ if ($start_time = $ht{STOPWATCH_START}->{$id2}) {
+ $ht{STOPWATCH_TIME}->{$id2} = ($ht{STOPWATCH_TIME}->{$id2} || 0) + ($current_time - $start_time);
+ $ht{STOPWATCH_START}->{$id2} = $current_time;
+ }
+ }
+ print OUT "Time report:\n";
+ foreach $id2 (sort { $ht{STOPWATCH_TIME}->{$b} <=> $ht{STOPWATCH_TIME}->{$a} }
+ keys %{$ht{STOPWATCH_TIME}}) {
+ my $stopwatch_time = $ht{STOPWATCH_TIME}->{$id2};
+ $stopwatch_time = $this->round_to_n_decimal_places($stopwatch_time, 3);
+ my $n_restarts = $ht{STOPWATCH_N_RESTARTS}->{$id2};
+ my $n_dead_ends = $ht{STOPWATCH_N_DEAD_ENDS}->{$id2};
+ my $start_time = $ht{STOPWATCH_START}->{$id2};
+ print OUT " $id2: $stopwatch_time seconds";
+ print OUT " with $n_restarts restart(s)" if $n_restarts;
+ print OUT " with $n_dead_ends dead end(s)" if $n_dead_ends;
+ print OUT " (active)" if $start_time;
+ print OUT "\n";
+ }
+ foreach $id2 (sort { $ht{STOPWATCH_COUNT}->{$b} <=> $ht{STOPWATCH_COUNT}->{$a} }
+ keys %{$ht{STOPWATCH_COUNT}}) {
+ $count = $ht{STOPWATCH_COUNT}->{$id2};
+ print OUT " C $id2: $count\n";
+ }
+ }
+}
+
+sub print_html_banner {
+ local($this,$text,$bgcolor,*OUT,$control) = @_;
+
+ $control = "" unless defined($control);
+ $bgcolor = "#BBCCFF" unless defined($bgcolor);
+ print OUT "
";
+ print OUT " " unless $text =~ /^\s*<(table|nobr)/;
+ print OUT $text;
+ print OUT " |
\n";
+ print OUT "
\n" unless $control =~ /nobr/i;
+}
+
+sub print_html_head {
+ local($this, $title, *OUT, $control, $onload_fc, $add_javascript) = @_;
+
+ $control = "" unless defined($control);
+ $onload_fc = "" unless defined($onload_fc);
+ $onload_clause = ($onload_fc) ? " onload=\"$onload_fc\"" : "";
+ $add_javascript = "" unless defined($add_javascript);
+ $max_age_clause = "";
+ $max_age_clause = ""; # if $control =~ /\bexp1hour\b/;
+ $css_clause = "";
+ $css_clause = "\n " if $control =~ /css/;
+ $css_clause .= "\n " if $control =~ /css/;
+ $css_clause = "\n " if $control =~ /css-handheld/;
+ $icon_clause = "";
+ $icon_clause .= "\n " if $control =~ /\bAMR\b/i;
+ $icon_clause .= "\n " if $control =~ /\bCRE\b/i;
+ print OUT "\xEF\xBB\xBF\n" unless $control =~ /\bno-bom\b/; # utf8 marker byte order mark
+ print OUT<
+
+
+ $max_age_clause
+ $title$css_clause$icon_clause
+END_OF_HEADER1
+;
+
+ unless ($control =~ /no javascript/) {
+ print OUT<
+
+
+END_OF_HEADER2
+;
+ }
+
+ print OUT<
+
+END_OF_HEADER3
+;
+}
+
+
+sub print_html_foot {
+ local($this, *OUT) = @_;
+
+ print OUT " \n";
+ print OUT "\n";
+}
+
+sub print_html_page {
+ local($this, *OUT, $s) = @_;
+
+ print OUT "\xEF\xBB\xBF\n";
+ print OUT "\n";
+ print OUT " \n";
+ print OUT " DEBUG\n";
+ print OUT " \n";
+ print OUT " \n";
+ print OUT " \n";
+ print OUT " \n";
+ print OUT " $s\n";
+ print OUT " \n";
+ print OUT "\n";
+}
+
+sub http_catfile {
+ local($this, @path) = @_;
+
+ $result = File::Spec->catfile(@path);
+ $result =~ s/(https?):\/([a-zA-Z])/$1:\/\/$2/;
+ return $result;
+}
+
+sub underscore_to_space {
+ local($this, $s) = @_;
+
+ return "" unless defined($s);
+
+ $s =~ s/_+/ /g;
+ return $s;
+}
+
+sub space_to_underscore {
+ local($this, $s) = @_;
+
+ return "" unless defined($s);
+
+ $s =~ s/ /_/g;
+ return $s;
+}
+
+sub remove_spaces {
+ local($this, $s) = @_;
+
+ $s =~ s/\s//g;
+ return $s;
+}
+
+sub is_punctuation_string_p {
+ local($this, $s) = @_;
+
+ return "" unless $s;
+ $s = $this->normalize_string($s) if $s =~ /[\x80-\xBF]/;
+ return $s =~ /^[-_,;:.?!\/\@+*"()]+$/;
+}
+
+sub is_rare_punctuation_string_p {
+ local($this, $s) = @_;
+
+ return 0 unless $s =~ /^[\x21-\x2F\x3A\x40\x5B-\x60\x7B-\x7E]{2,}$/;
+ return 0 if $s =~ /^(\.{2,3}|-{2,3}|\*{2,3}|::|\@?[-\/:]\@?)$/;
+ return 1;
+}
+
+sub simplify_punctuation {
+ local($this, $s) = @_;
+
+ $s =~ s/\xE2\x80\x92/-/g;
+ $s =~ s/\xE2\x80\x93/-/g;
+ $s =~ s/\xE2\x80\x94/-/g;
+ $s =~ s/\xE2\x80\x95/-/g;
+ $s =~ s/\xE2\x80\x98/`/g;
+ $s =~ s/\xE2\x80\x99/'/g;
+ $s =~ s/\xE2\x80\x9A/`/g;
+ $s =~ s/\xE2\x80\x9C/"/g;
+ $s =~ s/\xE2\x80\x9D/"/g;
+ $s =~ s/\xE2\x80\x9E/"/g;
+ $s =~ s/\xE2\x80\x9F/"/g;
+ $s =~ s/\xE2\x80\xA2/*/g;
+ $s =~ s/\xE2\x80\xA4/./g;
+ $s =~ s/\xE2\x80\xA5/../g;
+ $s =~ s/\xE2\x80\xA6/.../g;
+ return $s;
+}
+
+sub latin_plus_p {
+ local($this, $s, $control) = @_;
+
+ $control = "" unless defined($control);
+ return $s =~ /^([\x20-\x7E]|\xC2[\xA1-\xBF]|[\xC3-\xCC][\x80-\xBF]|\xCA[\x80-\xAF]|\xE2[\x80-\xAF][\x80-\xBF])+$/;
+}
+
+sub nth_line_in_file {
+ local($this, $filename, $n) = @_;
+
+ return "" unless $n =~ /^[1-9]\d*$/;
+ open(IN, $filename) || return "";
+ my $line_no = 0;
+ while () {
+ $line_no++;
+ if ($n == $line_no) {
+ $_ =~ s/\s+$//;
+ close(IN);
+ return $_;
+ }
+ }
+ close(IN);
+ return "";
+}
+
+sub read_file {
+ local($this, $filename) = @_;
+
+ my $file_content = "";
+ open(IN, $filename) || return "";
+ while () {
+ $file_content .= $_;
+ }
+ close(IN);
+ return $file_content;
+}
+
+sub cap_list {
+ local($this, @list) = @_;
+
+ @cap_list = ();
+ foreach $l (@list) {
+ ($premod, $core) = ($l =~ /^(a|an) (\S.*)$/);
+ if (defined($premod) && defined($core)) {
+ push(@cap_list, "$premod \u$core");
+ } elsif ($this->cap_member($l, "US")) {
+ push(@cap_list, uc $l);
+ } else {
+ push(@cap_list, "\u$l");
+ }
+ }
+ return @cap_list;
+}
+
+sub integer_list_with_commas_and_ranges {
+ local($this, @list) = @_;
+
+ my $in_range_p = 0;
+ my $last_value = 0;
+ my $result = "";
+ while (@list) {
+ $elem = shift @list;
+ if ($elem =~ /^\d+$/) {
+ if ($in_range_p) {
+ if ($elem == $last_value + 1) {
+ $last_value = $elem;
+ } else {
+ $result .= "-$last_value, $elem";
+ if (@list && ($next = $list[0]) && ($elem =~ /^\d+$/) && ($next =~ /^\d+$/)
+ && ($next == $elem + 1)) {
+ $last_value = $elem;
+ $in_range_p = 1;
+ } else {
+ $in_range_p = 0;
+ }
+ }
+ } else {
+ $result .= ", $elem";
+ if (@list && ($next = $list[0]) && ($elem =~ /^\d+$/) && ($next =~ /^\d+$/)
+ && ($next == $elem + 1)) {
+ $last_value = $elem;
+ $in_range_p = 1;
+ }
+ }
+ } else {
+ if ($in_range_p) {
+ $result .= "-$last_value, $elem";
+ $in_range_p = 0;
+ } else {
+ $result .= ", $elem";
+ }
+ }
+ }
+ if ($in_range_p) {
+ $result .= "-$last_value";
+ }
+ $result =~ s/^,\s*//;
+ return $result;
+}
+
+sub comma_append {
+ local($this, $a, $b) = @_;
+
+ if (defined($a) && ($a =~ /\S/)) {
+ if (defined($b) && ($b =~ /\S/)) {
+ return "$a,$b";
+ } else {
+ return $a;
+ }
+ } else {
+ if (defined($b) && ($b =~ /\S/)) {
+ return $b;
+ } else {
+ return "";
+ }
+ }
+}
+
+sub version {
+ return "3.17";
+}
+
+sub print_stderr {
+ local($this, $message, $verbose) = @_;
+
+ $verbose = 1 unless defined($verbose);
+ print STDERR $message if $verbose;
+ return 1;
+}
+
+sub print_log {
+ local($this, $message, *LOG, $verbose) = @_;
+
+ $verbose = 1 unless defined($verbose);
+ print LOG $message if $verbose;
+ return 1;
+}
+
+sub compare_alignment {
+ local($this, $a, $b, $delimiter) = @_;
+
+ $delimiter = "-" unless $delimiter;
+ my @a_list = split($delimiter, $a);
+ my @b_list = split($delimiter, $b);
+
+ while (@a_list && @b_list) {
+ $a_head = shift @a_list;
+ $b_head = shift @b_list;
+ next if $a_head eq $b_head;
+ return $a_head <=> $b_head if ($a_head =~ /^\d+$/) && ($b_head =~ /^\d+$/);
+ return $a_head cmp $b_head;
+ }
+ return -1 if @a_list;
+ return 1 if @b_list;
+ return 0;
+}
+
+sub normalize_string {
+ # normalize punctuation, full-width characters (to ASCII)
+ local($this, $s, $control) = @_;
+
+ $control = "" unless defined($control);
+
+ $norm_s = $s;
+ $norm_s =~ tr/A-Z/a-z/;
+
+ $norm_s =~ s/ \@([-:\/])/ $1/g; # non-initial left @
+ $norm_s =~ s/^\@([-:\/])/$1/; # initial left @
+ $norm_s =~ s/([-:\/])\@ /$1 /g; # non-initial right @
+ $norm_s =~ s/([-:\/])\@$/$1/; # initial right @
+ $norm_s =~ s/([\(\)"])([,;.?!])/$1 $2/g;
+ $norm_s =~ s/\bcannot\b/can not/g;
+
+ $norm_s =~ s/\xC2\xAD/-/g; # soft hyphen
+
+ $norm_s =~ s/\xE2\x80\x94/-/g; # em dash
+ $norm_s =~ s/\xE2\x80\x95/-/g; # horizontal bar
+ $norm_s =~ s/\xE2\x80\x98/`/g; # grave accent
+ $norm_s =~ s/\xE2\x80\x99/'/g; # apostrophe
+ $norm_s =~ s/\xE2\x80\x9C/"/g; # left double quote mark
+ $norm_s =~ s/\xE2\x80\x9D/"/g; # right double quote mark
+ $norm_s =~ s/\xE2\x94\x80/-/g; # box drawings light horizontal
+ $norm_s =~ s/\xE2\x94\x81/-/g; # box drawings heavy horizontal
+ $norm_s =~ s/\xE3\x80\x81/,/g; # ideographic comma
+ $norm_s =~ s/\xE3\x80\x82/./g; # ideographic full stop
+ $norm_s =~ s/\xE3\x80\x88/"/g; # left angle bracket
+ $norm_s =~ s/\xE3\x80\x89/"/g; # right angle bracket
+ $norm_s =~ s/\xE3\x80\x8A/"/g; # left double angle bracket
+ $norm_s =~ s/\xE3\x80\x8B/"/g; # right double angle bracket
+ $norm_s =~ s/\xE3\x80\x8C/"/g; # left corner bracket
+ $norm_s =~ s/\xE3\x80\x8D/"/g; # right corner bracket
+ $norm_s =~ s/\xE3\x80\x8E/"/g; # left white corner bracket
+ $norm_s =~ s/\xE3\x80\x8F/"/g; # right white corner bracket
+ $norm_s =~ s/\xE3\x83\xBB/\xC2\xB7/g; # katakana middle dot -> middle dot
+ $norm_s =~ s/\xEF\xBB\xBF//g; # UTF8 marker
+
+ if ($control =~ /\bzh\b/i) {
+ # de-tokenize Chinese
+ unless ($control =~ /\bpreserve-tok\b/) {
+ while ($norm_s =~ /[\xE0-\xEF][\x80-\xBF][\x80-\xBF] [\xE0-\xEF][\x80-\xBF][\x80-\xBF]/) {
+ $norm_s =~ s/([\xE0-\xEF][\x80-\xBF][\x80-\xBF]) ([\xE0-\xEF][\x80-\xBF][\x80-\xBF])/$1$2/g;
+ }
+ $norm_s =~ s/([\xE0-\xEF][\x80-\xBF][\x80-\xBF]) ([\x21-\x7E])/$1$2/g;
+ $norm_s =~ s/([\x21-\x7E]) ([\xE0-\xEF][\x80-\xBF][\x80-\xBF])/$1$2/g;
+ }
+
+ # fullwidth characters
+ while ($norm_s =~ /\xEF\xBC[\x81-\xBF]/) {
+ ($pre,$fullwidth,$post) = ($norm_s =~ /^(.*)(\xEF\xBC[\x81-\xBF])(.*)$/);
+ $fullwidth =~ s/^\xEF\xBC//;
+ $fullwidth =~ tr/[\x81-\xBF]/[\x21-\x5F]/;
+ $norm_s = "$pre$fullwidth$post";
+ }
+ while ($norm_s =~ /\xEF\xBD[\x80-\x9E]/) {
+ ($pre,$fullwidth,$post) = ($norm_s =~ /^(.*)(\xEF\xBD[\x80-\x9E])(.*)$/);
+ $fullwidth =~ s/^\xEF\xBD//;
+ $fullwidth =~ tr/[\x80-\x9E]/[\x60-\x7E]/;
+ $norm_s = "$pre$fullwidth$post";
+ }
+ $norm_s =~ tr/A-Z/a-z/ unless $control =~ /\bpreserve-case\b/;
+
+ unless ($control =~ /\bpreserve-tok\b/) {
+ while ($norm_s =~ /[\x21-\x2F\x3A-\x40\x5B-\x60\x7B-\x7E] [\x21-\x2F\x3A-\x40\x5B-\x60\x7B-\x7E]/) {
+ $norm_s =~ s/([\x21-\x2F\x3A-\x40\x5B-\x60\x7B-\x7E]) ([\x21-\x2F\x3A-\x40\x5B-\x60\x7B-\x7E])/$1$2/g;
+ }
+ $norm_s =~ s/([\x21-\x7E]) ([\x21-\x2F\x3A-\x40\x5B-\x60\x7B-\x7E])/$1$2/g;
+ $norm_s =~ s/([\x21-\x2F\x3A-\x40\x5B-\x60\x7B-\x7E]) ([\x21-\x7E])/$1$2/g;
+ $norm_s =~ s/ (\xC2\xA9|\xC2\xB7|\xC3\x97) /$1/g; # copyright sign, middle dot, multiplication sign
+ }
+ }
+
+ if (($control =~ /\bzh\b/i) && ($control =~ /\bnorm-char\b/)) {
+ $norm_s =~ s/\xE6\x96\xBC/\xE4\xBA\x8E/g; # feng1 (first char. of Chin. "lie low", line 1308)
+ $norm_s =~ s/\xE6\xAD\xA7/\xE5\xB2\x90/g; # qi2 (second char. of Chin. "difference", line 1623)
+ $norm_s =~ s/\xE8\x82\xB2/\xE6\xAF\x93/g; # yu4 (second char. of Chin. "sports", line 440)
+ $norm_s =~ s/\xE8\x91\x97/\xE7\x9D\x80/g; # zhao (second char. of Chin. "prominent", line 4)
+ $norm_s =~ s/\xE9\x81\x87/\xE8\xBF\x82/g; # yu4 (second char. of Chin. "good luck", line 959)
+ }
+
+ if ($control =~ /\bspurious-punct\b/) {
+ $norm_s =~ s/^\s*[-_\." ]+//;
+ $norm_s =~ s/[-_\." ]+\s*$//;
+ $norm_s =~ s/\(\s+end\s+\)\s*$//i;
+ $norm_s =~ s/^\s*null\s*$//i;
+ }
+
+ $norm_s =~ s/^\s+//;
+ $norm_s =~ s/\s+$//;
+ $norm_s =~ s/\s+/ /g;
+
+ return $norm_s;
+}
+
+sub normalize_extreme_string {
+ local($this, $s, $control) = @_;
+
+ $control = "" unless defined($control);
+
+ $norm_s = $s;
+ $norm_s =~ s/\xE2\xA9\xBE/\xE2\x89\xA5/g; # slanted greater than or equal to
+
+ return $norm_s;
+}
+
+sub increase_ht_count {
+ local($this, *ht, $incr, @path) = @_;
+
+ if ($#path == 0) {
+ $ht{($path[0])} = ($ht{($path[0])} || 0) + $incr;
+ } elsif ($#path == 1) {
+ $ht{($path[0])}->{($path[1])}
+ = ($ht{($path[0])}->{($path[1])} || 0) + $incr;
+ } elsif ($#path == 2) {
+ $ht{($path[0])}->{($path[1])}->{($path[2])}
+ = ($ht{($path[0])}->{($path[1])}->{($path[2])} || 0) + $incr;
+ } elsif ($#path == 3) {
+ $ht{($path[0])}->{($path[1])}->{($path[2])}->{($path[3])}
+ = ($ht{($path[0])}->{($path[1])}->{($path[2])}->{($path[3])} || 0) + $incr;
+ } elsif ($#path == 4) {
+ $ht{($path[0])}->{($path[1])}->{($path[2])}->{($path[3])}->{($path[4])}
+ = ($ht{($path[0])}->{($path[1])}->{($path[2])}->{($path[3])}->{($path[4])} || 0) + $incr;
+ } else {
+ print STDERR "increase_ht_count unsupported for path of length " . ($#path + 1) . "\n";
+ }
+}
+
+sub adjust_numbers {
+ # non-negative integers
+ local($this, $s, $delta) = @_;
+
+ $result = "";
+ while ($s =~ /\d/) {
+ ($pre,$i,$post) = ($s =~ /^([^0-9]*)(\d+)([^0-9].*|)$/);
+ $result .= $pre . ($i + $delta);
+ $s = $post;
+ }
+ $result .= $s;
+ return $result;
+}
+
+sub first_defined {
+ local($this, @list) = @_;
+
+ foreach $elem (@list) {
+ return $elem if defined($elem);
+ }
+ return "";
+}
+
+sub first_defined_non_empty {
+ local($this, @list) = @_;
+
+ foreach $item (@list) {
+ return $item if defined($item) && ($item ne "");
+ }
+ return "";
+}
+
+sub elem_after_member_list {
+ local($this,$elem,@array) = @_;
+
+ my @elem_after_member_list = ();
+ foreach $i ((0 .. ($#array - 1))) {
+ push(@elem_after_member_list, $array[$i+1]) if $elem eq $array[$i];
+ }
+ return join(" ", @elem_after_member_list);
+}
+
+sub add_value_to_list {
+ local($this,$s,$value,$sep) = @_;
+
+ $s = "" unless defined($s);
+ $sep = "," unless defined($sep);
+ return ($s =~ /\S/) ? "$s$sep$value" : $value;
+}
+
+sub add_new_value_to_list {
+ local($this,$s,$value,$sep) = @_;
+
+ $s = "" unless defined($s);
+ $sep = "," unless defined($sep);
+ my @values = split(/$sep/, $s);
+ push(@values, $value) if defined($value) && ! $this->member($value, @values);
+
+ return join($sep, @values);
+}
+
+sub add_new_hash_value_to_list {
+ local($this,*ht,$key,$value,$sep) = @_;
+
+ $sep = "," unless defined($sep);
+ my $value_s = $ht{$key};
+ if (defined($value_s)) {
+ my @values = split(/$sep/, $value_s);
+ push(@values, $value) unless $this->member($value, @values);
+ $ht{$key} = join($sep, @values);
+ } else {
+ $ht{$key} = $value;
+ }
+}
+
+sub ip_info {
+ local($this, $ip_address) = @_;
+
+ my %ip_map = ();
+ $ip_map{"128.9.208.69"} = "Ulf Hermjakob (bach.isi.edu)";
+ $ip_map{"128.9.208.169"} = "Ulf Hermjakob (brahms.isi.edu)";
+ $ip_map{"128.9.184.148"} = "Ulf Hermjakob (beethoven.isi.edu ?)";
+ $ip_map{"128.9.184.162"} = "Ulf Hermjakob (beethoven.isi.edu)";
+ $ip_map{"128.9.176.39"} = "Kevin Knight";
+ $ip_map{"128.9.184.187"} = "Kevin Knight";
+ $ip_map{"128.9.216.56"} = "Kevin Knight";
+ $ip_map{"128.9.208.155"} = "cage.isi.edu";
+
+ return ($ip_name = $ip_map{$ip_address}) ? "$ip_address - $ip_name" : $ip_address;
+}
+
+# from standalone de-accent.pl
+sub de_accent_string {
+ local($this, $s) = @_;
+
+ $s =~ tr/A-Z/a-z/;
+ unless (0) {
+ # Latin-1
+ if ($s =~ /\xC3[\x80-\xBF]/) {
+ $s =~ s/(À|Á|Â|Ã|Ä|Å)/A/g;
+ $s =~ s/Æ/Ae/g;
+ $s =~ s/Ç/C/g;
+ $s =~ s/Ð/D/g;
+ $s =~ s/(È|É|Ê|Ë)/E/g;
+ $s =~ s/(Ì|Í|Î|Ï)/I/g;
+ $s =~ s/Ñ/N/g;
+ $s =~ s/(Ò|Ó|Ô|Õ|Ö|Ø)/O/g;
+ $s =~ s/(Ù|Ú|Û|Ü)/U/g;
+ $s =~ s/Þ/Th/g;
+ $s =~ s/Ý/Y/g;
+ $s =~ s/(à|á|â|ã|ä|å)/a/g;
+ $s =~ s/æ/ae/g;
+ $s =~ s/ç/c/g;
+ $s =~ s/(è|é|ê|ë)/e/g;
+ $s =~ s/(ì|í|î|ï)/i/g;
+ $s =~ s/ð/d/g;
+ $s =~ s/ñ/n/g;
+ $s =~ s/(ò|ó|ô|õ|ö)/o/g;
+ $s =~ s/ß/ss/g;
+ $s =~ s/þ/th/g;
+ $s =~ s/(ù|ú|û|ü)/u/g;
+ $s =~ s/(ý|ÿ)/y/g;
+ }
+ # Latin Extended-A
+ if ($s =~ /[\xC4-\xC5][\x80-\xBF]/) {
+ $s =~ s/(Ā|Ă|Ą)/A/g;
+ $s =~ s/(ā|ă|ą)/a/g;
+ $s =~ s/(Ć|Ĉ|Ċ|Č)/C/g;
+ $s =~ s/(ć|ĉ|ċ|č)/c/g;
+ $s =~ s/(Ď|Đ)/D/g;
+ $s =~ s/(ď|đ)/d/g;
+ $s =~ s/(Ē|Ĕ|Ė|Ę|Ě)/E/g;
+ $s =~ s/(ē|ĕ|ė|ę|ě)/e/g;
+ $s =~ s/(Ĝ|Ğ|Ġ|Ģ)/G/g;
+ $s =~ s/(ĝ|ğ|ġ|ģ)/g/g;
+ $s =~ s/(Ĥ|Ħ)/H/g;
+ $s =~ s/(ĥ|ħ)/h/g;
+ $s =~ s/(Ĩ|Ī|Ĭ|Į|İ)/I/g;
+ $s =~ s/(ĩ|ī|ĭ|į|ı)/i/g;
+ $s =~ s/IJ/Ij/g;
+ $s =~ s/ij/ij/g;
+ $s =~ s/Ĵ/J/g;
+ $s =~ s/ĵ/j/g;
+ $s =~ s/Ķ/K/g;
+ $s =~ s/(ķ|ĸ)/k/g;
+ $s =~ s/(Ĺ|Ļ|Ľ|Ŀ|Ł)/L/g;
+ $s =~ s/(ļ|ľ|ŀ|ł)/l/g;
+ $s =~ s/(Ń|Ņ|Ň|Ŋ)/N/g;
+ $s =~ s/(ń|ņ|ň|ʼn|ŋ)/n/g;
+ $s =~ s/(Ō|Ŏ|Ő)/O/g;
+ $s =~ s/(ō|ŏ|ő)/o/g;
+ $s =~ s/Œ/Oe/g;
+ $s =~ s/œ/oe/g;
+ $s =~ s/(Ŕ|Ŗ|Ř)/R/g;
+ $s =~ s/(ŕ|ŗ|ř)/r/g;
+ $s =~ s/(Ś|Ŝ|Ş|Š)/S/g;
+ $s =~ s/(ś|ŝ|ş|š|ſ)/s/g;
+ $s =~ s/(Ţ|Ť|Ŧ)/T/g;
+ $s =~ s/(ţ|ť|ŧ)/t/g;
+ $s =~ s/(Ũ|Ū|Ŭ|Ů|Ű|Ų)/U/g;
+ $s =~ s/(ũ|ū|ŭ|ů|ű|ų)/u/g;
+ $s =~ s/Ŵ/W/g;
+ $s =~ s/ŵ/w/g;
+ $s =~ s/(Ŷ|Ÿ)/Y/g;
+ $s =~ s/ŷ/y/g;
+ $s =~ s/(Ź|Ż|Ž)/Z/g;
+ $s =~ s/(ź|ż|ž)/z/g;
+ }
+ # Latin Extended-B
+ if ($s =~ /[\xC7-\xC7][\x80-\xBF]/) {
+ $s =~ s/(\xC7\x8D)/A/g;
+ $s =~ s/(\xC7\x8E)/a/g;
+ $s =~ s/(\xC7\x8F)/I/g;
+ $s =~ s/(\xC7\x90)/i/g;
+ $s =~ s/(\xC7\x91)/O/g;
+ $s =~ s/(\xC7\x92)/o/g;
+ $s =~ s/(\xC7\x93)/U/g;
+ $s =~ s/(\xC7\x94)/u/g;
+ $s =~ s/(\xC7\x95)/U/g;
+ $s =~ s/(\xC7\x96)/u/g;
+ $s =~ s/(\xC7\x97)/U/g;
+ $s =~ s/(\xC7\x98)/u/g;
+ $s =~ s/(\xC7\x99)/U/g;
+ $s =~ s/(\xC7\x9A)/u/g;
+ $s =~ s/(\xC7\x9B)/U/g;
+ $s =~ s/(\xC7\x9C)/u/g;
+ }
+ # Latin Extended Additional
+ if ($s =~ /\xE1[\xB8-\xBF][\x80-\xBF]/) {
+ $s =~ s/(ḁ|ạ|ả|ấ|ầ|ẩ|ẫ|ậ|ắ|ằ|ẳ|ẵ|ặ|ẚ)/a/g;
+ $s =~ s/(ḃ|ḅ|ḇ)/b/g;
+ $s =~ s/(ḉ)/c/g;
+ $s =~ s/(ḋ|ḍ|ḏ|ḑ|ḓ)/d/g;
+ $s =~ s/(ḕ|ḗ|ḙ|ḛ|ḝ|ẹ|ẻ|ẽ|ế|ề|ể|ễ|ệ)/e/g;
+ $s =~ s/(ḟ)/f/g;
+ $s =~ s/(ḡ)/g/g;
+ $s =~ s/(ḣ|ḥ|ḧ|ḩ|ḫ)/h/g;
+ $s =~ s/(ḭ|ḯ|ỉ|ị)/i/g;
+ $s =~ s/(ḱ|ḳ|ḵ)/k/g;
+ $s =~ s/(ḷ|ḹ|ḻ|ḽ)/l/g;
+ $s =~ s/(ḿ|ṁ|ṃ)/m/g;
+ $s =~ s/(ṅ|ṇ|ṉ|ṋ)/m/g;
+ $s =~ s/(ọ|ỏ|ố|ồ|ổ|ỗ|ộ|ớ|ờ|ở|ỡ|ợ|ṍ|ṏ|ṑ|ṓ)/o/g;
+ $s =~ s/(ṕ|ṗ)/p/g;
+ $s =~ s/(ṙ|ṛ|ṝ|ṟ)/r/g;
+ $s =~ s/(ṡ|ṣ|ṥ|ṧ|ṩ|ẛ)/s/g;
+ $s =~ s/(ṫ|ṭ|ṯ|ṱ)/t/g;
+ $s =~ s/(ṳ|ṵ|ṷ|ṹ|ṻ|ụ|ủ|ứ|ừ|ử|ữ|ự)/u/g;
+ $s =~ s/(ṽ|ṿ)/v/g;
+ $s =~ s/(ẁ|ẃ|ẅ|ẇ|ẉ|ẘ)/w/g;
+ $s =~ s/(ẋ|ẍ)/x/g;
+ $s =~ s/(ẏ|ỳ|ỵ|ỷ|ỹ|ẙ)/y/g;
+ $s =~ s/(ẑ|ẓ|ẕ)/z/g;
+ $s =~ s/(Ḁ|Ạ|Ả|Ấ|Ầ|Ẩ|Ẫ|Ậ|Ắ|Ằ|Ẳ|Ẵ|Ặ)/A/g;
+ $s =~ s/(Ḃ|Ḅ|Ḇ)/B/g;
+ $s =~ s/(Ḉ)/C/g;
+ $s =~ s/(Ḋ|Ḍ|Ḏ|Ḑ|Ḓ)/D/g;
+ $s =~ s/(Ḕ|Ḗ|Ḙ|Ḛ|Ḝ|Ẹ|Ẻ|Ẽ|Ế|Ề|Ể|Ễ|Ệ)/E/g;
+ $s =~ s/(Ḟ)/F/g;
+ $s =~ s/(Ḡ)/G/g;
+ $s =~ s/(Ḣ|Ḥ|Ḧ|Ḩ|Ḫ)/H/g;
+ $s =~ s/(Ḭ|Ḯ|Ỉ|Ị)/I/g;
+ $s =~ s/(Ḱ|Ḳ|Ḵ)/K/g;
+ $s =~ s/(Ḷ|Ḹ|Ḻ|Ḽ)/L/g;
+ $s =~ s/(Ḿ|Ṁ|Ṃ)/M/g;
+ $s =~ s/(Ṅ|Ṇ|Ṉ|Ṋ)/N/g;
+ $s =~ s/(Ṍ|Ṏ|Ṑ|Ṓ|Ọ|Ỏ|Ố|Ồ|Ổ|Ỗ|Ộ|Ớ|Ờ|Ở|Ỡ|Ợ)/O/g;
+ $s =~ s/(Ṕ|Ṗ)/P/g;
+ $s =~ s/(Ṙ|Ṛ|Ṝ|Ṟ)/R/g;
+ $s =~ s/(Ṡ|Ṣ|Ṥ|Ṧ|Ṩ)/S/g;
+ $s =~ s/(Ṫ|Ṭ|Ṯ|Ṱ)/T/g;
+ $s =~ s/(Ṳ|Ṵ|Ṷ|Ṹ|Ṻ|Ụ|Ủ|Ứ|Ừ|Ử|Ữ|Ự)/U/g;
+ $s =~ s/(Ṽ|Ṿ)/V/g;
+ $s =~ s/(Ẁ|Ẃ|Ẅ|Ẇ|Ẉ)/W/g;
+ $s =~ s/(Ẍ)/X/g;
+ $s =~ s/(Ẏ|Ỳ|Ỵ|Ỷ|Ỹ)/Y/g;
+ $s =~ s/(Ẑ|Ẓ|Ẕ)/Z/g;
+ }
+ # Greek letters
+ if ($s =~ /\xCE[\x86-\xAB]/) {
+ $s =~ s/ά/α/g;
+ $s =~ s/έ/ε/g;
+ $s =~ s/ί/ι/g;
+ $s =~ s/ϊ/ι/g;
+ $s =~ s/ΐ/ι/g;
+ $s =~ s/ό/ο/g;
+ $s =~ s/ύ/υ/g;
+ $s =~ s/ϋ/υ/g;
+ $s =~ s/ΰ/υ/g;
+ $s =~ s/ώ/ω/g;
+ $s =~ s/Ά/Α/g;
+ $s =~ s/Έ/Ε/g;
+ $s =~ s/Ή/Η/g;
+ $s =~ s/Ί/Ι/g;
+ $s =~ s/Ϊ/Ι/g;
+ $s =~ s/Ύ/Υ/g;
+ $s =~ s/Ϋ/Υ/g;
+ $s =~ s/Ώ/Ω/g;
+ }
+ # Cyrillic letters
+ if ($s =~ /\xD0[\x80-\xAF]/) {
+ $s =~ s/Ѐ/Е/g;
+ $s =~ s/Ё/Е/g;
+ $s =~ s/Ѓ/Г/g;
+ $s =~ s/Ќ/К/g;
+ $s =~ s/Ѝ/И/g;
+ $s =~ s/Й/И/g;
+ $s =~ s/ѐ/е/g;
+ $s =~ s/ё/е/g;
+ $s =~ s/ѓ/г/g;
+ $s =~ s/ќ/к/g;
+ $s =~ s/ѝ/и/g;
+ $s =~ s/й/и/g;
+ }
+ }
+ return $s;
+}
+
+sub read_de_accent_case_resource {
+ local($this, $filename, *ht, *LOG, $verbose) = @_;
+ # e.g. data/char-de-accent-lc.txt
+
+ if (open(IN, $filename)) {
+ my $mode = "de-accent";
+ my $line_number = 0;
+ my $n_de_accent_targets = 0;
+ my $n_de_accent_sources = 0;
+ my $n_case_entries = 0;
+ while () {
+ s/^\xEF\xBB\xBF//;
+ s/\s*$//;
+ $line_number++;
+ if ($_ =~ /^#+\s*CASE\b/) {
+ $mode = "case";
+ } elsif ($_ =~ /^#+\s*PUNCTUATION NORMALIZATION\b/) {
+ $mode = "punctuation-normalization";
+ } elsif ($_ =~ /^#/) {
+ # ignore comment
+ } elsif ($_ =~ /^\s*$/) {
+ # ignore empty line
+ } elsif (($mode eq "de-accent") && (($char_without_accent, @chars_with_accent) = split(/\s+/, $_))) {
+ if (keys %{$ht{DE_ACCENT_INV}->{$char_without_accent}}) {
+ print LOG "Ignoring duplicate de-accent line for target $char_without_accent in l.$line_number in $filename\n" unless $char_without_accent eq "--";
+ } elsif (@chars_with_accent) {
+ $n_de_accent_targets++;
+ foreach $char_with_accent (@chars_with_accent) {
+ my @prev_target_chars = keys %{$ht{DE_ACCENT}->{$char_with_accent}};
+ print LOG "Accent character $char_with_accent has duplicate target $char_without_accent (besides @prev_target_chars) in l.$line_number in $filename\n" if @prev_target_chars && (! ($char_without_accent =~ /^[aou]e$/i));
+ $char_without_accent = "" if $char_without_accent eq "--";
+ $ht{DE_ACCENT}->{$char_with_accent}->{$char_without_accent} = 1;
+ $ht{DE_ACCENT1}->{$char_with_accent} = $char_without_accent
+ if (! defined($ht{DE_ACCENT1}->{$char_with_accent}))
+ && ($char_without_accent =~ /^.[\x80-\xBF]*$/);
+ $ht{DE_ACCENT_INV}->{$char_without_accent}->{$char_with_accent} = 1;
+ $ht{UPPER_CASE_OR_ACCENTED}->{$char_with_accent} = 1;
+ $n_de_accent_sources++;
+ }
+ } else {
+ print LOG "Empty de-accent list for $char_without_accent in l.$line_number in $filename\n";
+ }
+ } elsif (($mode eq "punctuation-normalization") && (($norm_punct, @unnorm_puncts) = split(/\s+/, $_))) {
+ if (keys %{$ht{NORM_PUNCT_INV}->{$norm_punct}}) {
+ print LOG "Ignoring duplicate punctuation-normalization line for target $norm_punct in l.$line_number in $filename\n";
+ } elsif (@unnorm_puncts) {
+ foreach $unnorm_punct (@unnorm_puncts) {
+ my $prev_norm_punct = $ht{NORM_PUNCT}->{$unnorm_punct};
+ if ($prev_norm_punct) {
+ print LOG "Ignoring duplicate punctuation normalization $unnorm_punct -> $norm_punct (besides $prev_norm_punct) in l.$line_number in $filename\n";
+ }
+ $ht{NORM_PUNCT}->{$unnorm_punct} = $norm_punct;
+ $ht{NORM_PUNCT_INV}->{$norm_punct}->{$unnorm_punct} = 1;
+ $ht{LC_DE_ACCENT_CHAR_NORM_PUNCT}->{$unnorm_punct} = $norm_punct;
+ }
+ }
+ } elsif (($mode eq "case") && (($uc_char, $lc_char) = ($_ =~ /^(\S+)\s+(\S+)\s*$/))) {
+ $ht{UPPER_TO_LOWER_CASE}->{$uc_char} = $lc_char;
+ $ht{LOWER_TO_UPPER_CASE}->{$lc_char} = $uc_char;
+ $ht{UPPER_CASE_P}->{$uc_char} = 1;
+ $ht{LOWER_CASE_P}->{$lc_char} = 1;
+ $ht{UPPER_CASE_OR_ACCENTED}->{$uc_char} = 1;
+ $n_case_entries++;
+ } else {
+ print LOG "Unrecognized l.$line_number in $filename\n";
+ }
+ }
+ foreach $char (keys %{$ht{UPPER_CASE_OR_ACCENTED}}) {
+ my $lc_char = $ht{UPPER_TO_LOWER_CASE}->{$char};
+ $lc_char = $char unless defined($lc_char);
+ my @de_accend_char_results = sort keys %{$ht{DE_ACCENT}->{$lc_char}};
+ my $new_char = (@de_accend_char_results) ? $de_accend_char_results[0] : $lc_char;
+ $ht{LC_DE_ACCENT_CHAR}->{$char} = $new_char;
+ $ht{LC_DE_ACCENT_CHAR_NORM_PUNCT}->{$char} = $new_char;
+ }
+ close(IN);
+ print LOG "Found $n_case_entries case entries, $n_de_accent_sources/$n_de_accent_targets source/target entries in $line_number lines in file $filename\n" if $verbose;
+ } else {
+ print LOG "Can't open $filename\n";
+ }
+}
+
+sub de_accent_char {
+ local($this, $char, *ht, $default) = @_;
+
+ @de_accend_char_results = sort keys %{$ht{DE_ACCENT}->{$char}};
+ return (@de_accend_char_results) ? @de_accend_char_results : ($default);
+}
+
+sub lower_case_char {
+ local($this, $char, *ht, $default) = @_;
+
+ return (defined($lc = $ht{UPPER_TO_LOWER_CASE}->{$char})) ? $lc : $default;
+}
+
+sub lower_case_and_de_accent_char {
+ local($this, $char, *ht) = @_;
+
+ my $lc_char = $this->lower_case_char($char, *ht, $char);
+ return $this->de_accent_char($lc_char, *ht, $lc_char);
+}
+
+sub lower_case_and_de_accent_string {
+ local($this, $string, *ht, $control) = @_;
+
+ # $this->stopwatch("start", "lower_case_and_de_accent_string", *ht, *LOG);
+ my $norm_punct_p = ($control && ($control =~ /norm-punct/i));
+ my @chars = $this->split_into_utf8_characters($string);
+ my $result = "";
+ foreach $char (@chars) {
+ my @lc_de_accented_chars = $this->lower_case_and_de_accent_char($char, *ht);
+ if ($norm_punct_p
+ && (! @lc_de_accented_chars)) {
+ my $norm_punct = $ht{NORM_PUNCT}->{$char};
+ @lc_de_accented_chars = ($norm_punct) if $norm_punct;
+ }
+ $result .= ((@lc_de_accented_chars) ? $lc_de_accented_chars[0] : $char);
+ }
+ # $this->stopwatch("end", "lower_case_and_de_accent_string", *ht, *LOG);
+ return $result;
+}
+
+sub lower_case_and_de_accent_norm_punct {
+ local($this, $char, *ht) = @_;
+
+ my $new_char = $ht{LC_DE_ACCENT_CHAR_NORM_PUNCT}->{$char};
+ return (defined($new_char)) ? $new_char : $char;
+}
+
+sub lower_case_and_de_accent_string2 {
+ local($this, $string, *ht, $control) = @_;
+
+ my $norm_punct_p = ($control && ($control =~ /norm-punct/i));
+ # $this->stopwatch("start", "lower_case_and_de_accent_string2", *ht, *LOG);
+ my $s = $string;
+ my $result = "";
+ while (($char, $rest) = ($s =~ /^(.[\x80-\xBF]*)(.*)$/)) {
+ my $new_char = $ht{LC_DE_ACCENT_CHAR}->{$char};
+ if (defined($new_char)) {
+ $result .= $new_char;
+ } elsif ($norm_punct_p && defined($new_char = $ht{NORM_PUNCT}->{$char})) {
+ $result .= $new_char;
+ } else {
+ $result .= $char;
+ }
+ $s = $rest;
+ }
+ # $this->stopwatch("end", "lower_case_and_de_accent_string2", *ht, *LOG);
+ return $result;
+}
+
+sub lower_case_string {
+ local($this, $string, *ht, $control) = @_;
+
+ my $norm_punct_p = ($control && ($control =~ /norm-punct/i));
+ my $s = $string;
+ my $result = "";
+ while (($char, $rest) = ($s =~ /^(.[\x80-\xBF]*)(.*)$/)) {
+ my $lc_char = $ht{UPPER_TO_LOWER_CASE}->{$char};
+ if (defined($lc_char)) {
+ $result .= $lc_char;
+ } elsif ($norm_punct_p && defined($new_char = $ht{NORM_PUNCT}->{$char})) {
+ $result .= $new_char;
+ } else {
+ $result .= $char;
+ }
+ $s = $rest;
+ }
+ return $result;
+}
+
+sub round_to_n_decimal_places {
+ local($this, $x, $n, $fill_decimals_p) = @_;
+
+ $fill_decimals_p = 0 unless defined($fill_decimals_p);
+ unless (defined($x)) {
+ return $x;
+ }
+ if (($x =~ /^-?\d+$/) && (! $fill_decimals_p)) {
+ return $x;
+ }
+ $factor = 1;
+ foreach $i ((1 .. $n)) {
+ $factor *= 10;
+ }
+ my $rounded_number;
+ if ($x > 0) {
+ $rounded_number = (int(($factor * $x) + 0.5) / $factor);
+ } else {
+ $rounded_number = (int(($factor * $x) - 0.5) / $factor);
+ }
+ if ($fill_decimals_p) {
+ ($period, $decimals) = ($rounded_number =~ /^-?\d+(\.?)(\d*)$/);
+ $rounded_number .= "." unless $period || ($n == 0);
+ foreach ((1 .. ($n - length($decimals)))) {
+ $rounded_number .= 0;
+ }
+ }
+ return $rounded_number;
+}
+
+sub commify {
+ local($caller,$number) = @_;
+
+ my $text = reverse $number;
+ $text =~ s/(\d\d\d)(?=\d)(?!\d*\.)/$1,/g;
+ return scalar reverse $text;
+}
+
+sub add_javascript_functions {
+ local($caller,@function_names) = @_;
+
+ $add_javascript_function_s = "";
+ foreach $function_name (@function_names) {
+
+ if ($function_name eq "highlight_elems") {
+ $add_javascript_function_s .= "
+ function highlight_elems(group_id, value) {
+ if (group_id != '') {
+ i = 1;
+ id = group_id + '-' + i;
+ while ((s = document.getElementById(id)) != null) {
+ if (! s.origColor) {
+ if (s.style.color) {
+ s.origColor = s.style.color;
+ } else {
+ s.origColor = '#000000';
+ }
+ }
+ if (value == '1') {
+ s.style.color = '#0000FF';
+ if (s.innerHTML == '-') {
+ s.style.innerHtml = s.innerHTML;
+ s.innerHTML = '- ← here';
+ s.style.fontWeight = 900;
+ } else {
+ s.style.fontWeight = 'bold';
+ }
+ } else {
+ s.style.fontWeight = 'normal';
+ s.style.color = s.origColor;
+ if (s.style.innerHtml != null) {
+ s.innerHTML = s.style.innerHtml;
+ }
+ }
+ i = i + 1;
+ id = group_id + '-' + i;
+ }
+ }
+ }
+";
+ } elsif ($function_name eq "set_style_for_ids") {
+ $add_javascript_function_s .= "
+ function set_style_for_ids(style,id_list) {
+ var ids = id_list.split(/\\s+/);
+ var len = ids.length;
+ var s;
+ for (var i=0; i>$filename")) {
+ print OUT $s;
+ close(OUT);
+ $result = "Appended";
+ } else {
+ $result = "Can't append";
+ }
+ } else {
+ if (open(OUT, ">$filename")) {
+ print OUT $s;
+ close(OUT);
+ $result = "Wrote";
+ } else {
+ $result = "Can't write";
+ }
+ }
+ chmod($mod, $filename) if defined($mod) && -e $filename;
+ return $result;
+}
+
+sub square {
+ local($caller, $x) = @_;
+
+ return $x * $x;
+}
+
+sub mutual_info {
+ local($caller, $ab_count, $a_count, $b_count, $total_count, $smoothing) = @_;
+
+ $smoothing = 1 unless defined($smoothing);
+ $ab_count = 0 unless defined($ab_count);
+ return 0 unless $a_count && $b_count && $total_count;
+
+ my $p_ab = $ab_count / $total_count;
+ my $p_a = $a_count / $total_count;
+ my $p_b = $b_count / $total_count;
+ my $expected_ab = $p_a * $p_b * $total_count;
+
+ return -99 unless $expected_ab || $smoothing;
+
+ return CORE::log(($ab_count + $smoothing) / ($expected_ab + $smoothing));
+}
+
+sub mutual_info_multi {
+ local($caller, $multi_count, $total_count, $smoothing, @counts) = @_;
+
+ return 0 unless $total_count;
+ my $p_indivuals = 1;
+ foreach $count (@counts) {
+ return 0 unless $count;
+ $p_indivuals *= ($count / $total_count);
+ }
+ my $expected_multi_count = $p_indivuals * $total_count;
+ # print STDERR "actual vs. expected multi_count($multi_count, $total_count, $smoothing, @counts) = $multi_count vs. $expected_multi_count\n";
+
+ return -99 unless $expected_multi_count || $smoothing;
+
+ return CORE::log(($multi_count + $smoothing) / ($expected_multi_count + $smoothing));
+}
+
+sub precision_recall_fmeasure {
+ local($caller, $n_gold, $n_test, $n_shared, $pretty_print_p) = @_;
+
+ unless (($n_gold =~ /^[1-9]\d*$/) && ($n_test =~ /^[1-9]\d*$/)) {
+ $zero = ($pretty_print_p) ? "0%" : 0;
+ if ($n_gold =~ /^[1-9]\d*$/) {
+ return ("n/a", $zero, $zero);
+ } elsif ($n_test =~ /^[1-9]\d*$/) {
+ return ($zero, "n/a", $zero);
+ } else {
+ return ("n/a", "n/a", "n/a");
+ }
+ }
+ my $precision = $n_shared / $n_test;
+ my $recall = $n_shared / $n_gold;
+ my $f_measure = ($precision * $recall * 2) / ($precision + $recall);
+
+ return ($precision, $recall, $f_measure) unless $pretty_print_p;
+
+ my $pretty_precision = $caller->round_to_n_decimal_places(100*$precision, 1) . "%";
+ my $pretty_recall = $caller->round_to_n_decimal_places(100*$recall, 1) . "%";
+ my $pretty_f_measure = $caller->round_to_n_decimal_places(100*$f_measure, 1) . "%";
+
+ return ($pretty_precision, $pretty_recall, $pretty_f_measure);
+}
+
+sub recapitalize_named_entity {
+ local($caller, $s) = @_;
+
+ my @comps = ();
+ foreach $comp (split(/\s+/, $s)) {
+ if ($comp =~ /^(and|da|for|of|on|the|van|von)$/) {
+ push(@comps, $comp);
+ } elsif ($comp =~ /^[a-z]/) {
+ push(@comps, ucfirst $comp);
+ } else {
+ push(@comps, $comp);
+ }
+ }
+ return join(" ", @comps);
+}
+
+sub slot_value_in_double_colon_del_list {
+ local($this, $s, $slot, $default) = @_;
+
+ $default = "" unless defined($default);
+ if (($value) = ($s =~ /::$slot\s+(\S.*\S|\S)\s*$/)) {
+ $value =~ s/\s*::\S.*\s*$//;
+ return $value;
+ } else {
+ return $default;
+ }
+}
+
+sub synt_in_double_colon_del_list {
+ local($this, $s) = @_;
+
+ ($value) = ($s =~ /::synt\s+(\S+|\S.*?\S)(?:\s+::.*)?$/);
+ return (defined($value)) ? $value : "";
+}
+
+sub form_in_double_colon_del_list {
+ local($this, $s) = @_;
+
+ ($value) = ($s =~ /::form\s+(\S+|\S.*?\S)(?:\s+::.*)?$/);
+ return (defined($value)) ? $value : "";
+}
+
+sub lex_in_double_colon_del_list {
+ local($this, $s) = @_;
+
+ ($value) = ($s =~ /::lex\s+(\S+|\S.*?\S)(?:\s+::.*)?$/);
+ return (defined($value)) ? $value : "";
+}
+
+sub multi_slot_value_in_double_colon_del_list {
+ # e.g. when there are multiple slot/value pairs in a line, e.g. ::eng ... :eng ...
+ local($this, $s, $slot) = @_;
+
+ @values = ();
+ while (($value, $rest) = ($s =~ /::$slot\s+(\S|\S.*?\S)(\s+::\S.*|\s*)$/)) {
+ push(@values, $value);
+ $s = $rest;
+ }
+ return @values;
+}
+
+sub remove_slot_in_double_colon_del_list {
+ local($this, $s, $slot) = @_;
+
+ $s =~ s/::$slot(?:|\s+\S|\s+\S.*?\S)(\s+::\S.*|\s*)$/$1/;
+ $s =~ s/^\s*//;
+ return $s;
+}
+
+sub extract_split_info_from_split_dir {
+ local($this, $dir, *ht) = @_;
+
+ my $n_files = 0;
+ my $n_snt_ids = 0;
+ if (opendir(DIR, $dir)) {
+ my @filenames = sort readdir(DIR);
+ closedir(DIR);
+ foreach $filename (@filenames) {
+ next unless $filename =~ /\.txt$/;
+ my $split_class;
+ if (($split_class) = ($filename =~ /-(dev|training|test)-/)) {
+ my $full_filename = "$dir/$filename";
+ if (open(IN, $full_filename)) {
+ my $old_n_snt_ids = $n_snt_ids;
+ while () {
+ if (($snt_id) = ($_ =~ /^#\s*::id\s+(\S+)/)) {
+ if ($old_split_class = $ht{SPLIT_CLASS}->{$snt_id}) {
+ unless ($old_split_class eq $split_class) {
+ print STDERR "Conflicting split class for $snt_id: $old_split_class $split_class\n";
+ }
+ } else {
+ $ht{SPLIT_CLASS}->{$snt_id} = $split_class;
+ $ht{SPLIT_CLASS_COUNT}->{$split_class} = ($ht{SPLIT_CLASS_COUNT}->{$split_class} || 0) + 1;
+ $n_snt_ids++;
+ }
+ }
+ }
+ $n_files++ unless $n_snt_ids == $old_n_snt_ids;
+ close(IN);
+ } else {
+ print STDERR "Can't open file $full_filename";
+ }
+ } else {
+ print STDERR "Skipping file $filename when extracting split info from $dir\n";
+ }
+ }
+ print STDERR "Extracted $n_snt_ids split classes from $n_files files.\n";
+ } else {
+ print STDERR "Can't open directory $dir to extract split info.\n";
+ }
+}
+
+sub extract_toks_for_split_class_from_dir {
+ local($this, $dir, *ht, $split_class, $control) = @_;
+
+ $control = "" unless defined($control);
+ $print_snt_id_p = ($control =~ /\bwith-snt-id\b/);
+ my $n_files = 0;
+ my $n_snts = 0;
+ if (opendir(DIR, $dir)) {
+ my @filenames = sort readdir(DIR);
+ closedir(DIR);
+ foreach $filename (@filenames) {
+ next unless $filename =~ /^alignment-release-.*\.txt$/;
+ my $full_filename = "$dir/$filename";
+ if (open(IN, $full_filename)) {
+ my $old_n_snts = $n_snts;
+ my $snt_id = "";
+ while () {
+ if (($s_value) = ($_ =~ /^#\s*::id\s+(\S+)/)) {
+ $snt_id = $s_value;
+ $proper_split_class_p
+ = ($this_split_class = $ht{SPLIT_CLASS}->{$snt_id})
+ && ($this_split_class eq $split_class);
+ } elsif (($tok) = ($_ =~ /^#\s*::tok\s+(\S|\S.*\S)\s*$/)) {
+ if ($proper_split_class_p) {
+ print "$snt_id " if $print_snt_id_p;
+ print "$tok\n";
+ $n_snts++;
+ }
+ }
+ }
+ $n_files++ unless $n_snts == $old_n_snts;
+ close(IN);
+ } else {
+ print STDERR "Can't open file $full_filename";
+ }
+ }
+ print STDERR "Extracted $n_snts tokenized sentences ($split_class) from $n_files files.\n";
+ } else {
+ print STDERR "Can't open directory $dir to extract tokens.\n";
+ }
+}
+
+sub load_relevant_tok_ngram_corpus {
+ local($this, $filename, *ht, $max_lex_rule_span, $ngram_count_min, $optional_ngram_output_filename) = @_;
+
+ $ngram_count_min = 1 unless $ngram_count_min;
+ $max_lex_rule_span = 10 unless $max_lex_rule_span;
+ my $n_ngram_instances = 0;
+ my $n_ngram_types = 0;
+ if (open(IN, $filename)) {
+ while () {
+ s/\s*$//;
+ @tokens = split(/\s+/, $_);
+ foreach $from_token_index ((0 .. $#tokens)) {
+ foreach $to_token_index (($from_token_index .. ($from_token_index + $max_lex_rule_span -1))) {
+ last if $to_token_index > $#tokens;
+ my $ngram = join(" ", @tokens[$from_token_index .. $to_token_index]);
+ $ht{RELEVANT_NGRAM}->{$ngram} = ($ht{RELEVANT_NGRAM}->{$ngram} || 0) + 1;
+ }
+ }
+ }
+ close(IN);
+ if ($optional_ngram_output_filename && open(OUT, ">$optional_ngram_output_filename")) {
+ foreach $ngram (sort keys %{$ht{RELEVANT_NGRAM}}) {
+ $count = $ht{RELEVANT_NGRAM}->{$ngram};
+ next unless $count >= $ngram_count_min;
+ print OUT "($count) $ngram\n";
+ $n_ngram_types++;
+ $n_ngram_instances += $count;
+ }
+ close(OUT);
+ print STDERR "Extracted $n_ngram_types ngram types, $n_ngram_instances ngram instances.\n";
+ print STDERR "Wrote ngram stats to $optional_ngram_output_filename\n";
+ }
+ } else {
+ print STDERR "Can't open relevant tok ngram corpus $filename\n";
+ }
+}
+
+sub load_relevant_tok_ngrams {
+ local($this, $filename, *ht) = @_;
+
+ my $n_entries = 0;
+ if (open(IN, $filename)) {
+ while () {
+ s/\s*$//;
+ if (($count, $ngram) = ($_ =~ /^\((\d+)\)\s+(\S|\S.*\S)\s*$/)) {
+ $lc_ngram = lc $ngram;
+ $ht{RELEVANT_NGRAM}->{$lc_ngram} = ($ht{RELEVANT_NGRAM}->{$lc_ngram} || 0) + $count;
+ $ht{RELEVANT_LC_NGRAM}->{$lc_ngram} = ($ht{RELEVANT_LC_NGRAM}->{$lc_ngram} || 0) + $count;
+ $n_entries++;
+ }
+ }
+ close(IN);
+ print STDERR "Read in $n_entries entries from $filename\n";
+ } else {
+ print STDERR "Can't open relevant tok ngrams from $filename\n";
+ }
+}
+
+sub snt_id_sort_function {
+ local($this, $a, $b) = @_;
+
+ if ((($core_a, $index_a) = ($a =~ /^(\S+)\.(\d+)$/))
+ && (($core_b, $index_b) = ($b =~ /^(\S+)\.(\d+)$/))) {
+ return ($core_a cmp $core_b) || ($index_a <=> $index_b);
+ } else {
+ return $a cmp $b;
+ }
+}
+
+sub count_value_sort_function {
+ local($this, $a_count, $b_count, $a_value, $b_value, $control) = @_;
+
+ # normalize fractions such as "1/2"
+ if ($a_count > $b_count) {
+ return ($control eq "decreasing") ? -1 : 1;
+ } elsif ($b_count > $a_count) {
+ return ($control eq "decreasing") ? 1 : -1;
+ }
+ $a_value = $num / $den if ($num, $den) = ($a_value =~ /^([1-9]\d*)\/([1-9]\d*)$/);
+ $b_value = $num / $den if ($num, $den) = ($b_value =~ /^([1-9]\d*)\/([1-9]\d*)$/);
+ $a_value =~ s/:/\./ if $a_value =~ /^\d+:\d+$/;
+ $b_value =~ s/:/\./ if $b_value =~ /^\d+:\d+$/;
+ if (($a_value =~ /^-?\d+(\.\d+)?$/)
+ && ($b_value =~ /^-?\d+(\.\d+)?$/)) {
+ return $a_value <=> $b_value;
+ } elsif ($a_value =~ /^-?\d+(\.\d+)?$/) {
+ return 1;
+ } elsif ($b_value =~ /^-?\d+(\.\d+)?$/) {
+ return -1;
+ } else {
+ return $a_value cmp $b_value;
+ }
+}
+
+sub undef_to_blank {
+ local($this, $x) = @_;
+
+ return (defined($x)) ? $x : "";
+}
+
+sub en_lex_amr_list {
+ local($this, $s) = @_;
+
+ $bpe = qr{ \( (?: (?> [^()]+ ) | (??{ $bpe }))* \) }x; # see Perl Cookbook 2nd ed. p. 218
+ @en_lex_amr_list = ();
+ my $amr_s;
+ my $lex;
+ my $test;
+ while ($s =~ /\S/) {
+ $s =~ s/^\s*//;
+ if (($s =~ /^\([a-z]\d* .*\)/)
+ && (($amr_s, $rest) = ($s =~ /^($bpe)(\s.*|)$/))) {
+ push(@en_lex_amr_list, $amr_s);
+ $s = $rest;
+ } elsif (($lex, $rest) = ($s =~ /^\s*(\S+)(\s.*|)$/)) {
+ push(@en_lex_amr_list, $lex);
+ $s = $rest;
+ } else {
+ print STDERR "en_lex_amr_list can't process: $s\n";
+ $s = "";
+ }
+ }
+ return @en_lex_amr_list;
+}
+
+sub make_sure_dir_exists {
+ local($this, $dir, $umask) = @_;
+
+ mkdir($dir, $umask) unless -d $dir;
+ chmod($umask, $dir);
+}
+
+sub pretty_percentage {
+ local($this, $numerator, $denominator) = @_;
+
+ return ($denominator == 0) ? "n/a" : ($this->round_to_n_decimal_places(100*$numerator/$denominator, 2) . "%");
+}
+
+sub html_color_nth_line {
+ local($this, $s, $n, $color, $delimiter) = @_;
+
+ $delimiter = "
" unless defined($delimiter);
+ @lines = split($delimiter, $s);
+ $lines[$n] = "" . $lines[$n] . "" if ($n =~ /^\d+$/) && ($n <= $#lines);
+ return join($delimiter, @lines);
+}
+
+sub likely_valid_url_format {
+ local($this, $url) = @_;
+
+ $url = lc $url;
+ return 0 if $url =~ /\s/;
+ return 0 if $url =~ /[@]/;
+ return 1 if $url =~ /^https?:\/\/.+\.[a-z]+(\?.+)?$/;
+ return 1 if $url =~ /[a-z].+\.(com|edu|gov|net|org)$/;
+ return 0;
+}
+
+# see also EnglMorph->special_token_type
+$common_file_suffixes = "aspx?|bmp|cgi|docx?|gif|html?|jpeg|jpg|mp3|mp4|pdf|php|png|pptx?|stm|svg|txt|xml";
+$common_top_domain_suffixes = "museum|info|cat|com|edu|gov|int|mil|net|org|ar|at|au|be|bg|bi|br|ca|ch|cn|co|cz|de|dk|es|eu|fi|fr|gr|hk|hu|id|ie|il|in|ir|is|it|jp|ke|kr|lu|mg|mx|my|nl|no|nz|ph|pl|pt|ro|rs|ru|rw|se|sg|sk|so|tr|tv|tw|tz|ua|ug|uk|us|za";
+
+sub token_is_url_p {
+ local($this, $token) = @_;
+
+ return 1 if $token =~ /^www(\.[a-z0-9]([-a-z0-9_]|\xC3[\x80-\x96\x98-\xB6\xB8-\xBF])+)+\.([a-z]{2,2}|$common_top_domain_suffixes)(\/(\.{1,3}|[a-z0-9]([-a-z0-9_%]|\xC3[\x80-\x96\x98-\xB6\xB8-\xBF])+))*(\/[a-z0-9_][-a-z0-9_]+\.($common_file_suffixes))?$/i;
+ return 1 if $token =~ /^https?:\/\/([a-z]\.)?([a-z0-9]([-a-z0-9_]|\xC3[\x80-\x96\x98-\xB6\xB8-\xBF])+\.)+[a-z]{2,}(\/(\.{1,3}|([-a-z0-9_%]|\xC3[\x80-\x96\x98-\xB6\xB8-\xBF])+))*(\/[a-z_][-a-z0-9_]+\.($common_file_suffixes))?$/i;
+ return 1 if $token =~ /^[a-z][-a-z0-9_]+(\.[a-z][-a-z0-9_]+)*\.($common_top_domain_suffixes)(\/[a-z0-9]([-a-z0-9_%]|\xC3[\x80-\x96\x98-\xB6\xB8-\xBF])+)*(\/[a-z][-a-z0-9_]+\.($common_file_suffixes))?$/i;
+ return 0;
+}
+
+sub token_is_email_p {
+ local($this, $token) = @_;
+
+ return ($token =~ /^[a-z][-a-z0-9_]+(\.[a-z][-a-z0-9_]+)*\@[a-z][-a-z0-9_]+(\.[a-z][-a-z0-9_]+)*\.($common_top_domain_suffixes)$/i);
+}
+
+sub token_is_filename_p {
+ local($this, $token) = @_;
+
+ return 1 if $token =~ /\.($common_file_suffixes)$/;
+ return 0;
+}
+
+sub token_is_xml_token_p {
+ local($this, $token) = @_;
+
+ return ($token =~ /^&(amp|apos|gt|lt|nbsp|quot|\d+|[0-9A-F]+);$/i);
+}
+
+sub token_is_handle_p {
+ local($this, $token) = @_;
+
+ return ($token =~ /^\@[a-z][_a-z0-9]*[a-z0-9]$/i);
+}
+
+sub min {
+ local($this, @list) = @_;
+
+ my $min = "";
+ foreach $item (@list) {
+ $min = $item if ($item =~ /^-?\d+(?:\.\d*)?$/) && (($min eq "") || ($item < $min));
+ }
+ return $min;
+}
+
+sub max {
+ local($this, @list) = @_;
+
+ my $max = "";
+ foreach $item (@list) {
+ $max = $item if defined($item) && ($item =~ /^-?\d+(?:\.\d*)?(e[-+]\d+)?$/) && (($max eq "") || ($item > $max));
+ }
+ return $max;
+}
+
+sub split_tok_s_into_tokens {
+ local($this, $tok_s) = @_;
+
+ @token_list = ();
+ while (($pre, $link_token, $post) = ($tok_s =~ /^(.*?)\s*(\@?<[^<>]+>\@?)\s*(.*)$/)) {
+ # generate dummy token for leading blank(s)
+ if (($tok_s =~ /^\s/) && ($pre eq "") && ($#token_list < 0)) {
+ push(@token_list, "");
+ } else {
+ push(@token_list, split(/\s+/, $pre));
+ }
+ push(@token_list, $link_token);
+ $tok_s = $post;
+ }
+ push(@token_list, split(/\s+/, $tok_s));
+ return @token_list;
+}
+
+sub shuffle {
+ local($this, @list) = @_;
+
+ @shuffle_list = ();
+ while (@list) {
+ $len = $#list + 1;
+ $rand_position = int(rand($len));
+ push(@shuffle_list, $list[$rand_position]);
+ splice(@list, $rand_position, 1);
+ }
+ $s = join(" ", @shuffle_list);
+ return @shuffle_list;
+}
+
+sub timestamp_to_seconds {
+ local($this, $timestamp) = @_;
+
+ my $epochtime;
+ if (($year, $month, $day, $hour, $minute, $second) = ($timestamp =~ /^(\d\d\d\d)-(\d\d)-(\d\d)T(\d\d):(\d\d):(\d\d)$/)) {
+ $epochtime = timelocal($second, $minute, $hour, $day, $month-1, $year);
+ } elsif (($year, $month, $day) = ($timestamp =~ /^(\d\d\d\d)-(\d\d)-(\d\d)$/)) {
+ $epochtime = timelocal(0, 0, 0, $day, $month-1, $year);
+ } elsif (($year, $month, $day, $hour, $minute, $second, $second_fraction) = ($timestamp =~ /^(\d\d\d\d)-(\d\d)-(\d\d)T(\d\d):(\d\d):(\d\d)\.(\d+)$/)) {
+ $epochtime = timelocal($second, $minute, $hour, $day, $month-1, $year) + ($second_fraction / (10 ** length($second_fraction)));
+ } else {
+ $epochtime = 0;
+ }
+ return $epochtime;
+}
+
+sub timestamp_diff_in_seconds {
+ local($this, $timestamp1, $timestamp2) = @_;
+
+ my $epochtime1 = $this->timestamp_to_seconds($timestamp1);
+ my $epochtime2 = $this->timestamp_to_seconds($timestamp2);
+ return $epochtime2 - $epochtime1;
+}
+
+sub dirhash {
+ # maps string to hash of length 4 with characters [a-z2-8] (shorter acc. to $len)
+ local($this, $s, $len) = @_;
+
+ $hash = 9999;
+ $mega = 2 ** 20;
+ $mega1 = $mega - 1;
+ $giga = 2 ** 26;
+ foreach $c (split //, $s) {
+ $hash = $hash*33 + ord($c);
+ $hash = ($hash >> 20) ^ ($hash & $mega1) if $hash >= $giga;
+ }
+ while ($hash >= $mega) {
+ $hash = ($hash >> 20) ^ ($hash & $mega1);
+ }
+ $result = "";
+ while ($hash) {
+ $c = $hash & 31;
+ $result .= CORE::chr($c + (($c >= 26) ? 24 : 97));
+ $hash = $hash >> 5;
+ }
+ while (length($result) < 4) {
+ $result .= "8";
+ }
+ return substr($result, 0, $len) if $len;
+ return $result;
+}
+
+sub full_path_python {
+
+ foreach $bin_path (split(":", "/usr/sbin:/usr/bin:/bin:/usr/local/bin")) {
+ return $python if -x ($python = "$bin_path/python");
+ }
+ return "python";
+}
+
+sub string_contains_unbalanced_paras {
+ local($this, $s) = @_;
+
+ return 0 unless $s =~ /[(){}\[\]]/;
+ $rest = $s;
+ while (($pre,$left,$right,$post) = ($rest =~ /^(.*)([({\[]).*?([\]})])(.*)$/)) {
+ return 1 unless (($left eq "(") && ($right eq ")"))
+ || (($left eq "[") && ($right eq "]"))
+ || (($left eq "{") && ($right eq "}"));
+ $rest = "$pre$post";
+ }
+ return 1 if $rest =~ /[(){}\[\]]/;
+ return 0;
+}
+
+sub dequote_string {
+ local($this, $s) = @_;
+
+ if ($s =~ /^".*"$/) {
+ $s = substr($s, 1, -1);
+ $s =~ s/\\"/"/g;
+ return $s;
+ } elsif ($s =~ /^'.*'$/) {
+ $s = substr($s, 1, -1);
+ $s =~ s/\\'/'/g;
+ return $s;
+ } else {
+ return $s;
+ }
+}
+
+sub defined_non_space {
+ local($this, $s) = @_;
+
+ return (defined($s) && ($s =~ /\S/));
+}
+
+sub default_if_undefined {
+ local($this, $s, $default) = @_;
+
+ return (defined($s) ? $s : $default);
+}
+
+sub remove_empties {
+ local($this, @list) = @_;
+
+ @filtered_list = ();
+ foreach $elem (@list) {
+ push(@filtered_list, $elem) if defined($elem) && (! ($elem =~ /^\s*$/)) && (! $this->member($elem, @filtered_list));
+ }
+
+ return @filtered_list;
+}
+
+# copied from AMRexp.pm
+sub new_var_for_surf_amr {
+ local($this, $amr_s, $s) = @_;
+
+ my $letter = ($s =~ /^[a-z]/i) ? lc substr($s, 0, 1) : "x";
+ return $letter unless ($amr_s =~ /:\S+\s+\($letter\s+\//)
+ || ($amr_s =~ /\s\($letter\s+\//)
+ || ($amr_s =~ /^\s*\($letter\s+\//); # )))
+ my $i = 2;
+ while (($amr_s =~ /:\S+\s+\($letter$i\s+\//)
+ || ($amr_s =~ /\s+\($letter$i\s+\//)
+ || ($amr_s =~ /^\s*\($letter$i\s+\//)) { # )))
+ $i++;
+ }
+ return "$letter$i";
+}
+
+# copied from AMRexp.pm
+sub new_vars_for_surf_amr {
+ local($this, $amr_s, $ref_amr_s) = @_;
+
+ my $new_amr_s = "";
+ my %new_var_ht = ();
+ my $remaining_amr_s = $amr_s;
+ my $pre; my $var; my $concept; my $post;
+ while (($pre, $var, $concept, $post) = ($remaining_amr_s =~ /^(.*?\()([a-z]\d*)\s+\/\s+([^ ()\s]+)(.*)$/s)) {
+ $new_var = $this->new_var_for_surf_amr("$ref_amr_s $new_amr_s", $concept);
+ $new_var_ht{$var} = $new_var;
+ $new_amr_s .= "$pre$new_var / $concept";
+ $remaining_amr_s = $post;
+ }
+ $new_amr_s .= $remaining_amr_s;
+
+ # also update any reentrancy variables
+ $remaining_amr_s = $new_amr_s;
+ $new_amr_s2 = "";
+ while (($pre, $var, $post) = ($remaining_amr_s =~ /^(.*?:\S+\s+)([a-z]\d*)([ ()\s].*)$/s)) {
+ $new_var = $new_var_ht{$var} || $var;
+ $new_amr_s2 .= "$pre$new_var";
+ $remaining_amr_s = $post;
+ }
+ $new_amr_s2 .= $remaining_amr_s;
+
+ return $new_amr_s2;
+}
+
+sub update_inner_span_for_id {
+ local($this, $html_line, $slot, $new_value) = @_;
+ # e.g. slot: workset-language-name value: Uyghur
+
+ if (defined($new_value)
+ && (($pre, $old_value, $post) = ($html_line =~ /^(.*]* id="$slot"[^<>]*>)([^<>]*)(<\/span\b[^<>]*>.*)$/i))
+ && ($old_value ne $new_value)) {
+ # print STDERR "Inserting new $slot $old_value -> $new_value\n";
+ return $pre . $new_value . $post . "\n";
+ } else {
+ # no change
+ return $html_line;
+ }
+}
+
+sub levenshtein_distance {
+ local($this, $s1, $s2) = @_;
+
+ my $i;
+ my $j;
+ my @distance;
+ my @s1_chars = $utf8->split_into_utf8_characters($s1, "return only chars", *empty_ht);
+ my $s1_length = $#s1_chars + 1;
+ my @s2_chars = $utf8->split_into_utf8_characters($s2, "return only chars", *empty_ht);
+ my $s2_length = $#s2_chars + 1;
+ for ($i = 0; $i <= $s1_length; $i++) {
+ $distance[$i][0] = $i;
+ }
+ for ($j = 1; $j <= $s2_length; $j++) {
+ $distance[0][$j] = $j;
+ }
+ for ($j = 1; $j <= $s2_length; $j++) {
+ for ($i = 1; $i <= $s1_length; $i++) {
+ my $substitution_cost = ($s1_chars[$i-1] eq $s2_chars[$j-1]) ? 0 : 1;
+ $distance[$i][$j] = $this->min($distance[$i-1][$j] + 1,
+ $distance[$i][$j-1] + 1,
+ $distance[$i-1][$j-1] + $substitution_cost);
+ # print STDERR "SC($i,$j) = $substitution_cost\n";
+ # $d = $distance[$i][$j];
+ # print STDERR "D($i,$j) = $d\n";
+ }
+ }
+ return $distance[$s1_length][$s2_length];
+}
+
+sub markup_parts_of_string_in_common_with_ref {
+ local($this, $s, $ref, $start_markup, $end_markup, $deletion_markup, $verbose) = @_;
+
+ # \x01 temporary start-markup
+ # \x02 temporary end-markup
+ # \x03 temporary deletion-markup
+ $s =~ s/[\x01-\x03]//g;
+ $ref =~ s/[\x01-\x03]//g;
+ my $i;
+ my $j;
+ my @distance;
+ my @s_chars = $utf8->split_into_utf8_characters($s, "return only chars", *empty_ht);
+ my $s_length = $#s_chars + 1;
+ my @ref_chars = $utf8->split_into_utf8_characters($ref, "return only chars", *empty_ht);
+ my $ref_length = $#ref_chars + 1;
+ $distance[0][0] = 0;
+ $del_ins_subst_op[0][0] = "-";
+ for ($i = 1; $i <= $s_length; $i++) {
+ $distance[$i][0] = $i;
+ $del_ins_subst_op[$i][0] = 0;
+ }
+ for ($j = 1; $j <= $ref_length; $j++) {
+ $distance[0][$j] = $j;
+ $del_ins_subst_op[0][$j] = 1;
+ }
+ for ($j = 1; $j <= $ref_length; $j++) {
+ for ($i = 1; $i <= $s_length; $i++) {
+ my $substitution_cost = (($s_chars[$i-1] eq $ref_chars[$j-1])) ? 0 : 1;
+ my @del_ins_subst_list = ($distance[$i-1][$j] + 1,
+ $distance[$i][$j-1] + 1,
+ $distance[$i-1][$j-1] + $substitution_cost);
+ my $min = $this->min(@del_ins_subst_list);
+ my $del_ins_subst_position = $this->position($min, @del_ins_subst_list);
+ $distance[$i][$j] = $min;
+ $del_ins_subst_op[$i][$j] = $del_ins_subst_position;
+ }
+ }
+ $d = $distance[$s_length][$ref_length];
+ print STDERR "markup_parts_of_string_in_common_with_ref LD($s,$ref) = $d\n" if $verbose;
+ for ($j = 0; $j <= $ref_length; $j++) {
+ for ($i = 0; $i <= $s_length; $i++) {
+ $d = $distance[$i][$j];
+ $op = $del_ins_subst_op[$i][$j];
+ print STDERR "$d($op) " if $verbose;
+ }
+ print STDERR "\n" if $verbose;
+ }
+ my $result = "";
+ my $i_end = $s_length;
+ my $j_end = $ref_length;
+ my $cost = $distance[$i_end][$j_end];
+ $i = $i_end;
+ $j = $j_end;
+ while (1) {
+ $result2 = $result;
+ $result2 =~ s/\x01/$start_markup/g;
+ $result2 =~ s/\x02/$end_markup/g;
+ $result2 =~ s/\x03/$deletion_markup/g;
+ print STDERR "i:$i i-end:$i_end j:$j j-end:$j_end r: $result2\n" if $verbose;
+ # matching characters
+ if ($i && $j && ($del_ins_subst_op[$i][$j] == 2) && ($distance[$i-1][$j-1] == $distance[$i][$j])) {
+ $i--;
+ $j--;
+ } else {
+ # previously matching characters
+ if (($i < $i_end) && ($j < $j_end)) {
+ my $sub_s = join("", @s_chars[$i .. $i_end-1]);
+ $result = "\x01" . $sub_s . "\x02" . $result;
+ }
+ # character substitution
+ if ($i && $j && ($del_ins_subst_op[$i][$j] == 2)) {
+ $i--;
+ $j--;
+ $result = $s_chars[$i] . $result;
+ } elsif ($i && ($del_ins_subst_op[$i][$j] == 0)) {
+ $i--;
+ $result = $s_chars[$i] . $result;
+ } elsif ($j && ($del_ins_subst_op[$i][$j] == 1)) {
+ $j--;
+ $result = "\x03" . $result;
+ } else {
+ last;
+ }
+ $i_end = $i;
+ $j_end = $j;
+ }
+ }
+ $result2 = $result;
+ $result2 =~ s/\x01/$start_markup/g;
+ $result2 =~ s/\x02/$end_markup/g;
+ $result2 =~ s/\x03/$deletion_markup/g;
+ print STDERR "i:$i i-end:$i_end j:$j j-end:$j_end r: $result2 *\n" if $verbose;
+ $result =~ s/(\x02)\x03+(\x01)/$1$deletion_markup$2/g;
+ $result =~ s/(\x02)\x03+$/$1$deletion_markup/g;
+ $result =~ s/^\x03+(\x01)/$deletion_markup$1/g;
+ $result =~ s/\x03//g;
+ $result =~ s/\x01/$start_markup/g;
+ $result =~ s/\x02/$end_markup/g;
+ return $result;
+}
+
+sub env_https {
+ my $https = $ENV{'HTTPS'};
+ return 1 if $https && ($https eq "on");
+
+ my $http_via = $ENV{'HTTP_VIA'};
+ return 1 if $http_via && ($http_via =~ /\bHTTPS\b.* \d+(?:\.\d+){3,}:443\b/); # tmp for beta.isi.edu
+
+ return 0;
+}
+
+sub env_http_host {
+ return $ENV{'HTTP_HOST'} || "";
+}
+
+sub env_script_filename {
+ return $ENV{'SCRIPT_FILENAME'} || "";
+}
+
+sub cgi_mt_app_root_dir {
+ local($this, $target) = @_;
+ my $s;
+ if ($target =~ /filename/i) {
+ $s = $ENV{'SCRIPT_FILENAME'} || "";
+ } else {
+ $s = $ENV{'SCRIPT_NAME'} || "";
+ }
+ return "" unless $s;
+ return $d if ($d) = ($s =~ /^(.*?\/(?:amr-editor|chinese-room-editor|utools|romanizer\/version\/[-.a-z0-9]+|romanizer))\//);
+ return $d if ($d) = ($s =~ /^(.*)\/(?:bin|src|scripts?)\/[^\/]*$/);
+ return $d if ($d) = ($s =~ /^(.*)\/[^\/]*$/);
+ return "";
+}
+
+sub parent_dir {
+ local($this, $dir) = @_;
+
+ $dir =~ s/\/[^\/]+\/?$//;
+ return $dir || "/";
+}
+
+sub span_start {
+ local($this, $span, $default) = @_;
+
+ $default = "" unless defined($default);
+ return (($start) = ($span =~ /^(\d+)-\d+$/)) ? $start : $default;
+}
+
+sub span_end {
+ local($this, $span, $default) = @_;
+
+ $default = "" unless defined($default);
+ return (($end) = ($span =~ /^\d+-(\d+)$/)) ? $end : $default;
+}
+
+sub oct_mode {
+ local($this, $filename) = @_;
+
+ @stat = stat($filename);
+ return "" unless @stat;
+ $mode = $stat[2];
+ $oct_mode = sprintf("%04o", $mode & 07777);
+ return $oct_mode;
+}
+
+sub csv_to_list {
+ local($this, $s, $control_string) = @_;
+ # Allow quoted string such as "Wait\, what?" as element with escaped comma inside.
+
+ $control_string = "" unless defined($control_string);
+ $strip_p = ($control_string =~ /\bstrip\b/);
+ $allow_simple_commas_in_quote = ($control_string =~ /\bsimple-comma-ok\b/);
+ $ignore_empty_elem_p = ($control_string =~ /\bno-empty\b/);
+ @cvs_list = ();
+ while ($s ne "") {
+ if ((($elem, $rest) = ($s =~ /^"((?:\\[,\"]|[^,\"][\x80-\xBF]*)*)"(,.*|)$/))
+ || ($allow_simple_commas_in_quote
+ && (($elem, $rest) = ($s =~ /^"((?:\\[,\"]|[^\"][\x80-\xBF]*)*)"(,.*|)$/)))
+ || (($elem, $rest) = ($s =~ /^([^,]*)(,.*|\s*)$/))
+ || (($elem, $rest) = ($s =~ /^(.*)()$/))) {
+ if ($strip_p) {
+ $elem =~ s/^\s*//;
+ $elem =~ s/\s*$//;
+ }
+ push(@cvs_list, $elem) unless $ignore_empty_elem_p && ($elem eq "");
+ $rest =~ s/^,//;
+ $s = $rest;
+ } else {
+ print STDERR "Error in csv_to_list processing $s\n";
+ last;
+ }
+ }
+ return @cvs_list;
+}
+
+sub kl_divergence {
+ local($this, $distribution_id, $gold_distribution_id, *ht, $smoothing) = @_;
+
+ my $total_count = $ht{DISTRIBUTION_TOTAL_COUNT}->{$distribution_id};
+ my $total_gold_count = $ht{DISTRIBUTION_TOTAL_COUNT}->{$gold_distribution_id};
+ return unless $total_count && $total_gold_count;
+
+ my @values = keys %{$ht{DISTRIBUTION_VALUE_COUNT}->{$gold_distribution_id}};
+ my $n_values = $#values + 1;
+
+ my $min_total_count = $this->min($total_count, $total_gold_count);
+ $smoothing = 1 - (10000/((100+$min_total_count)**2)) unless defined($smoothing);
+ return unless $smoothing;
+ my $smoothed_n_values = $smoothing * $n_values;
+ my $divergence = 0;
+ foreach $value (@values) {
+ my $count = $ht{DISTRIBUTION_VALUE_COUNT}->{$distribution_id}->{$value} || 0;
+ my $gold_count = $ht{DISTRIBUTION_VALUE_COUNT}->{$gold_distribution_id}->{$value};
+ my $p = ($count + $smoothing) / ($total_count + $smoothed_n_values);
+ my $q = ($gold_count + $smoothing) / ($total_gold_count + $smoothed_n_values);
+ if ($p == 0) {
+ # no impact on divergence
+ } elsif ($q) {
+ my $incr = $p * CORE::log($p/$q);
+ $divergence += $incr;
+ my $incr2 = $this->round_to_n_decimal_places($incr, 5);
+ my $p2 = $this->round_to_n_decimal_places($p, 5);
+ my $q2 = $this->round_to_n_decimal_places($q, 5);
+ $incr2 = "+" . $incr2 if $incr > 0;
+ $log = " value: $value count: $count gold_count: $gold_count p: $p2 q: $q2 $incr2\n";
+ $ht{KL_DIVERGENCE_LOG}->{$distribution_id}->{$gold_distribution_id}->{$value} = $log;
+ $ht{KL_DIVERGENCE_INCR}->{$distribution_id}->{$gold_distribution_id}->{$value} = $incr;
+ } else {
+ $divergence += 999;
+ }
+ }
+ return $divergence;
+}
+
+sub read_ISO_8859_named_entities {
+ local($this, *ht, $filename, $verbose) = @_;
+ # e.g. from /nfs/isd/ulf/arabic/data/ISO-8859-1-HTML-named-entities.txt
+ #
+ #
+ #
+ #
+ #
+ #
+
+ my $n = 0;
+ if (open(IN, $filename)) {
+ while () {
+ s/^\xEF\xBB\xBF//;
+ if (($name, $dec_unicode) = ($_ =~ /^{$name} = $dec_unicode;
+ $ht{HTML_ENTITY_DECUNICODE_TO_NAME}->{$dec_unicode} = $name;
+ $ht{HTML_ENTITY_NAME_TO_UTF8}->{$name} = $utf8->unicode2string($dec_unicode);
+ $n++;
+ # print STDERR "read_ISO_8859_named_entities $name $dec_unicode .\n" if $name =~ /dash/;
+ }
+ }
+ close(IN);
+ print STDERR "Loaded $n entries from $filename\n" if $verbose;
+ } else {
+ print STDERR "Could not open $filename\n" if $verbose;
+ }
+}
+
+sub neg {
+ local($this, $x) = @_;
+
+ # robust
+ return (defined($x) && ($x =~ /^-?\d+(?:\.\d+)?$/)) ? (- $x) : $x;
+}
+
+sub read_ttable_gloss_data {
+ local($this, $filename, $lang_code, *ht, $direction) = @_;
+ # e.g. /nfs/isd/ulf/croom/oov-lanpairs/som-eng/som-eng-ttable-glosses.txt
+
+ $direction = "f to e" unless defined($direction);
+ if (open(IN, $filename)) {
+ while () {
+ if (($headword, $gloss) = ($_ =~ /^(.*?)\t(.*?)\s*$/)) {
+ if ($direction eq "e to f") {
+ $ht{TTABLE_E_GLOSS}->{$lang_code}->{$headword} = $gloss;
+ } else {
+ $ht{TTABLE_F_GLOSS}->{$lang_code}->{$headword} = $gloss;
+ }
+ }
+ }
+ close(IN);
+ }
+}
+
+sub format_gloss_for_tooltop {
+ local($this, $gloss) = @_;
+
+ $gloss =~ s/^\s*/\t/;
+ $gloss =~ s/\s*$//;
+ $gloss =~ s/ / /g;
+ $gloss =~ s/\t/
/g;
+ return $gloss;
+}
+
+sub obsolete_tooltip {
+ local($this, $s, $lang_code, *ht) = @_;
+
+ return $gloss if defined($gloss = $ht{TTABLE_F_GLOSS}->{$lang_code}->{$s});
+ @e_s = sort { $ht{T_TABLE_F_E_C}->{$lang_code}->{$s}->{$b}
+ <=> $ht{T_TABLE_F_E_C}->{$lang_code}->{$s}->{$a} }
+ keys %{$ht{T_TABLE_F_E_C}->{$lang_code}->{$s}};
+ if (@e_s) {
+ $e = shift @e_s;
+ $count = $ht{T_TABLE_F_E_C}->{$lang_code}->{$s}->{$e};
+ $min_count = $this->max($count * 0.01, 1.0);
+ $count =~ s/(\.\d\d)\d*$/$1/;
+ $result = "$s:
$e ($count)";
+ $n = 1;
+ while (@e_s) {
+ $e = shift @e_s;
+ $count = $ht{T_TABLE_F_E_C}->{$lang_code}->{$s}->{$e};
+ last if $count < $min_count;
+ $count =~ s/(\.\d\d)\d*$/$1/;
+ $result .= "
$e ($count)";
+ $n++;
+ last if $n >= 10;
+ }
+ $ht{TTABLE_F_GLOSS}->{$lang_code}->{$s} = $result;
+ return $result;
+ } else {
+ return "";
+ }
+}
+
+sub markup_html_line_init {
+ local($this, $s, *ht, $id) = @_;
+
+ my @chars = $utf8->split_into_utf8_characters($s, "return only chars", *empty_ht);
+ $ht{S}->{$id} = $s;
+}
+
+sub markup_html_line_regex {
+ local($this, $id, *ht, $regex, $m_slot, $m_value, *LOG) = @_;
+
+ unless ($regex eq "") {
+ my $s = $ht{S}->{$id};
+ my $current_pos = 0;
+ while (($pre, $match_s, $post) = ($s =~ /^(.*?)($regex)(.*)$/)) {
+ $current_pos += $utf8->length_in_utf8_chars($pre);
+ my $match_len = $utf8->length_in_utf8_chars($match_s);
+ $ht{START}->{$id}->{$current_pos}->{$m_slot}->{$m_value} = 1;
+ $ht{STOP}->{$id}->{($current_pos+$match_len)}->{$m_slot}->{$m_value} = 1;
+ $current_pos += $match_len;
+ $s = $post;
+ }
+ }
+}
+
+sub html_markup_line {
+ local($this, $id, *ht, *LOG) = @_;
+
+ my @titles = ();
+ my @colors = ();
+ my @text_decorations = ();
+
+ my $s = $ht{S}->{$id};
+ # print LOG "html_markup_line $id: $s\n";
+ my @chars = $utf8->split_into_utf8_characters($s, "return only chars", *empty_ht);
+ my $markedup_s = "";
+
+ my $new_title = "";
+ my $new_color = "";
+ my $new_text_decoration = "";
+ my $n_spans = 0;
+ my $i;
+ foreach $i ((0 .. ($#chars+1))) {
+ my $stop_span_p = 0;
+ foreach $m_slot (keys %{$ht{STOP}->{$id}->{$i}}) {
+ foreach $m_value (keys %{$ht{STOP}->{$id}->{$i}->{$m_slot}}) {
+ if ($m_slot eq "title") {
+ my $last_positition = $this->last_position($m_value, @titles);
+ splice(@titles, $last_positition, 1) if $last_positition >= 0;
+ $stop_span_p = 1;
+ } elsif ($m_slot eq "color") {
+ my $last_positition = $this->last_position($m_value, @colors);
+ splice(@colors, $last_positition, 1) if $last_positition >= 0;
+ $stop_span_p = 1;
+ } elsif ($m_slot eq "text-decoration") {
+ my $last_positition = $this->last_position($m_value, @text_decorations);
+ splice(@text_decorations, $last_positition, 1) if $last_positition >= 0;
+ $stop_span_p = 1;
+ }
+ }
+ }
+ if ($stop_span_p) {
+ $markedup_s .= "";
+ $n_spans--;
+ }
+ my $start_span_p = 0;
+ foreach $m_slot (keys %{$ht{START}->{$id}->{$i}}) {
+ foreach $m_value (keys %{$ht{START}->{$id}->{$i}->{$m_slot}}) {
+ if ($m_slot eq "title") {
+ push(@titles, $m_value);
+ $start_span_p = 1;
+ } elsif ($m_slot eq "color") {
+ push(@colors, $m_value);
+ $start_span_p = 1;
+ } elsif ($m_slot eq "text-decoration") {
+ push(@text_decorations, $m_value);
+ $start_span_p = 1;
+ }
+ }
+ }
+ if ($stop_span_p || $start_span_p) {
+ my $new_title = (@titles) ? $titles[$#titles] : "";
+ my $new_color = (@colors) ? $colors[$#colors] : "";
+ my $new_text_decoration = (@text_decorations) ? $text_decorations[$#text_decorations] : "";
+ if ($new_title || $new_color || $new_text_decoration) {
+ my $args = "";
+ if ($new_title) {
+ $g_title = $this->guard_html_quote($new_title);
+ $args .= " title=\"$g_title\"";
+ }
+ if ($new_color || $new_text_decoration) {
+ $g_color = $this->guard_html_quote($new_color);
+ $g_text_decoration = $this->guard_html_quote($new_text_decoration);
+ $color_clause = ($new_color) ? "color:$g_color;" : "";
+ $text_decoration_clause = ($new_text_decoration) ? "text-decoration:$g_text_decoration;" : "";
+ $text_decoration_clause =~ s/text-decoration:(border-bottom:)/$1/g;
+ $args .= " style=\"$color_clause$text_decoration_clause\"";
+ }
+ if ($n_spans) {
+ $markedup_s .= "";
+ $n_spans--;
+ }
+ $markedup_s .= "";
+ $n_spans++;
+ }
+ }
+ $markedup_s .= $chars[$i] if $i <= $#chars;
+ }
+ print LOG "Error in html_markup_line $id final no. of open spans: $n_spans\n" if $n_spans && $tokenization_log_verbose;
+ return $markedup_s;
+}
+
+sub offset_adjustment {
+ local($this, $g, $s, $offset, $snt_id, *ht, *LOG, $control) = @_;
+ # s(tring) e.g. "can't"
+ # g(old string) e.g. "can not"
+ # Typically when s is a slight variation of g (e.g. with additional tokenization spaces in s)
+ # returns mapping 0->0, 1->1, 2->2, 3->3, 6->4, 7->5
+
+ $control = "" unless defined($control);
+ my $verbose = ($control =~ /\bverbose\b/);
+ my $s_offset = 0;
+ my $g_offset = 0;
+ my @s_chars = $utf8->split_into_utf8_characters($s, "return only chars", *ht);
+ my @g_chars = $utf8->split_into_utf8_characters($g, "return only chars", *ht);
+ my $s_len = $#s_chars + 1;
+ my $g_len = $#g_chars + 1;
+ $ht{OFFSET_MAP}->{$snt_id}->{$offset}->{$s_offset} = $g_offset;
+ $ht{OFFSET_MAP}->{$snt_id}->{$offset}->{($s_offset+$s_len)} = $g_offset+$g_len;
+
+ while (($s_offset < $s_len) && ($g_offset < $g_len)) {
+ if ($s_chars[$s_offset] eq $g_chars[$g_offset]) {
+ $s_offset++;
+ $g_offset++;
+ $ht{OFFSET_MAP}->{$snt_id}->{$offset}->{$s_offset} = $g_offset;
+ } else {
+ my $best_gm = 0;
+ my $best_sm = 0;
+ my $best_match_len = 0;
+ foreach $max_m ((1 .. 4)) {
+ foreach $sm ((0 .. $max_m)) {
+ $max_match_len = 0;
+ while ((($s_index = $s_offset+$sm+$max_match_len) < $s_len)
+ && (($g_index = $g_offset+$max_m+$max_match_len) < $g_len)) {
+ if ($s_chars[$s_index] eq $g_chars[$g_index]) {
+ $max_match_len++;
+ } else {
+ last;
+ }
+ }
+ if ($max_match_len > $best_match_len) {
+ $best_match_len = $max_match_len;
+ $best_sm = $sm;
+ $best_gm = $max_m;
+ }
+ }
+ foreach $gm ((0 .. $max_m)) {
+ $max_match_len = 0;
+ while ((($s_index = $s_offset+$max_m+$max_match_len) < $s_len)
+ && (($g_index = $g_offset+$gm+$max_match_len) < $g_len)) {
+ if ($s_chars[$s_index] eq $g_chars[$g_index]) {
+ $max_match_len++;
+ } else {
+ last;
+ }
+ }
+ if ($max_match_len > $best_match_len) {
+ $best_match_len = $max_match_len;
+ $best_sm = $max_m;
+ $best_gm = $gm;
+ }
+ }
+ }
+ if ($best_match_len) {
+ $s_offset += $best_sm;
+ $g_offset += $best_gm;
+ $ht{OFFSET_MAP}->{$snt_id}->{$offset}->{$s_offset} = $g_offset;
+ } else {
+ last;
+ }
+ }
+ }
+ if ($verbose) {
+ foreach $s_offset (sort { $a <=> $b }
+ keys %{$ht{OFFSET_MAP}->{$snt_id}->{$offset}}) {
+ my $g_offset = $ht{OFFSET_MAP}->{$snt_id}->{$offset}->{$s_offset};
+ print LOG " OFFSET_MAP $snt_id.$offset $s/$g $s_offset -> $g_offset\n" if $tokenization_log_verbose;
+ }
+ }
+}
+
+sub length_in_utf8_chars {
+ local($this, $s) = @_;
+
+ $s =~ s/[\x80-\xBF]//g;
+ $s =~ s/[\x00-\x7F\xC0-\xFF]/c/g;
+ return length($s);
+}
+
+sub split_into_utf8_characters {
+ local($this, $text) = @_;
+ # "return only chars; return trailing whitespaces"
+
+ @characters = ();
+ while (($char, $rest) = ($text =~ /^(.[\x80-\xBF]*)(.*)$/)) {
+ push(@characters, $char);
+ $text = $rest;
+ }
+ return @characters;
+}
+
+sub first_char_of_string {
+ local($this, $s) = @_;
+
+ $s =~ s/^(.[\x80-\xBF]*).*$/$1/;
+ return $s;
+}
+
+sub last_char_of_string {
+ local($this, $s) = @_;
+
+ $s =~ s/^.*([^\x80-\xBF][\x80-\xBF]*)$/$1/;
+ return $s;
+}
+
+sub first_n_chars_of_string {
+ local($this, $s, $n) = @_;
+
+ $s =~ s/^((?:.[\x80-\xBF]*){$n,$n}).*$/$1/;
+ return $s;
+}
+
+sub last_n_chars_of_string {
+ local($this, $s, $n) = @_;
+
+ $s =~ s/^.*((?:[^\x80-\xBF][\x80-\xBF]*){$n,$n})$/$1/;
+ return $s;
+}
+
+
+1;