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##---------------------------------------------------------------------------- |
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## String Fuzzy - ~/lib/String/Fuzzy.pm |
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## Version v0.1.1 |
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## Copyright(c) 2025 DEGUEST Pte. Ltd. |
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## Author: Jacques Deguest |
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## Created 2025/03/29 |
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## Modified 2025/03/31 |
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## All rights reserved |
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## |
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## |
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## This program is free software; you can redistribute it and/or modify it |
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## under the same terms as Perl itself. |
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##---------------------------------------------------------------------------- |
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package String::Fuzzy; |
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BEGIN |
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{ |
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2
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2
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324474
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use strict; |
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2
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4
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2
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112
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18
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2
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use warnings; |
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2
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12
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2
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141
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19
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2
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2
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use warnings::register; |
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2
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3
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2
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153
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20
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2
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2
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619
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use parent qw( Exporter ); |
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2
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441
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2
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15
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21
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2
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2
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184
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use vars qw( @EXPORT_OK $VERSION ); |
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2
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4
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2
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200
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22
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2
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2
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1618
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require overload; |
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2
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2
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771
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use Encode qw( encode_utf8 decode_utf8 is_utf8 ); |
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2
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28916
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2
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230
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24
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2
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2
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17
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use List::Util qw( min max ); |
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2
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4
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2
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172
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25
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2
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2
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36
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use Scalar::Util qw( looks_like_number ); |
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2
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4
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2
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146
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26
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2
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2
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3588
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use Text::Levenshtein::XS qw( distance ); |
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2
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2027
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2
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172
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27
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2
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2
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1429
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use Unicode::Normalize qw( NFD ); |
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2
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14502
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2
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293
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28
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2
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4498
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our @EXPORT_OK = qw( |
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extract_best |
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extract_all |
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fuzzy_substring_ratio |
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32
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partial_ratio |
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ratio |
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token_set_ratio |
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token_sort_ratio |
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36
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); |
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37
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2
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81
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our $VERSION = 'v0.1.1'; |
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}; |
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40
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2
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2
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36
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use strict; |
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2
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4
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2
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64
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41
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2
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2
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10
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use warnings; |
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2
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3
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2
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6813
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42
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43
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sub extract_all |
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{ |
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45
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2
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2
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1
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3131
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my( $query, $choices, %opts ) = @_; |
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2
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100
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13
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my $scorer = $opts{scorer} || \∶ |
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47
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2
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50
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8
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my $normalize = exists( $opts{normalize} ) ? $opts{normalize} : 1; |
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48
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49
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# Handle undef query or choices |
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50
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2
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100
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66
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21
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return( [] ) if( !defined( $query ) || !defined( $choices ) || ref( $choices ) ne 'ARRAY' ); |
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66
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51
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52
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return [ |
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53
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5
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15
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sort { $b->[1] <=> $a->[1] } # Sort by score descending |
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54
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map { |
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1
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3
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my $score = $scorer->( $query, $_, normalize => $normalize ); |
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10
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56
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4
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13
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[$_, $score] |
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57
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} @$choices |
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58
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]; |
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59
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} |
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60
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61
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sub extract_best |
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62
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{ |
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63
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2
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2
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1
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8
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my( $query, $choices, %opts ) = @_; |
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64
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2
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100
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11
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my $scorer = $opts{scorer} || \∶ |
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65
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2
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50
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10
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my $limit = $opts{limit} || 1; |
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66
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2
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50
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35
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my $normalize = exists( $opts{normalize} ) ? $opts{normalize} : 1; |
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67
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68
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# Handle undef query or choices |
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69
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2
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100
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66
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18
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return( undef ) if( !defined( $query ) || !defined( $choices ) || ref( $choices ) ne 'ARRAY' ); |
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66
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70
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71
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my @results = map { |
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72
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1
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5
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my $score = $scorer->( $query, $choices->[$_], normalize => $normalize ); |
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4
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8
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73
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4
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15
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[$choices->[$_], $score, $_] # Include index |
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74
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} 0 .. $#$choices; |
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75
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76
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1
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8
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@results = sort { $b->[1] <=> $a->[1] } @results; |
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5
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11
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77
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78
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1
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50
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8
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return( $limit == 1 ? $results[0] : [@results[0 .. $limit - 1]] ); |
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79
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} |
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80
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81
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sub fuzzy_substring_ratio |
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82
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{ |
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83
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2
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2
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1
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16
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my( $needle, $haystack, %opts ) = @_; |
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84
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2
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50
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8
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my $normalize = exists( $opts{normalize} ) ? $opts{normalize} : 1; |
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85
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86
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# Validate references, allow stringifiable objects |
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87
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2
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50
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33
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15
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if( ref( $needle ) && !overload::Method( $needle, '""' ) ) |
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50
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33
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88
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{ |
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89
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0
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0
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die( "Needle must be a scalar or stringifiable object, not a reference" ); |
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90
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} |
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91
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elsif( ref( $haystack ) && !overload::Method( $haystack, '""' ) ) |
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92
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{ |
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93
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0
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0
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die( "Haystack must be a scalar or stringifiable object, not a reference" ); |
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94
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} |
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95
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96
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2
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50
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11
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my $str_needle = $normalize ? _normalize( defined( $needle ) ? "$needle" : $needle ) : ( defined( $needle ) ? "$needle" : $needle ); |
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0
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50
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97
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2
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50
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14
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my $str_haystack = $normalize ? _normalize( defined( $haystack ) ? "$haystack" : $haystack ) : ( defined( $haystack ) ? "$haystack" : $haystack ); |
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0
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50
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98
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99
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2
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7
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my $nlen = length( $str_needle ); |
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100
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2
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5
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my $hlen = length( $str_haystack ); |
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101
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2
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50
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33
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12
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return(0) if( $nlen == 0 || $hlen == 0 ); |
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102
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103
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2
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4
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my $max_score = 0; |
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104
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105
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2
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8
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for my $window ( $nlen - 2 .. $nlen + 2 ) |
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106
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{ |
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107
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10
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50
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33
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36
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next if( $window < 3 || $window > $hlen ); |
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108
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10
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23
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for my $i ( 0 .. $hlen - $window ) |
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109
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{ |
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110
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335
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626
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my $chunk = substr( $str_haystack, $i, $window ); |
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111
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335
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541
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my $score = ratio( $str_needle, $chunk, normalize => 0 ); # Already normalized if needed |
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112
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335
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100
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792
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$max_score = $score if( $score > $max_score ); |
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113
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} |
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114
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} |
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115
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116
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2
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19
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return( $max_score ); |
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117
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} |
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118
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119
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sub partial_ratio |
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120
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{ |
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121
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4
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4
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1
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992
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my( $s1, $s2, %opts ) = @_; |
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122
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4
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100
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22
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my $normalize = exists( $opts{normalize} ) ? $opts{normalize} : 1; |
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123
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124
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# Validate references, allow stringifiable objects |
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125
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4
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50
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33
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19
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if( ref( $s1 ) && !overload::Method( $s1, '""' ) ) |
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50
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33
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126
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{ |
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127
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0
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0
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die( "Both input strings must be scalars or stringifiable objects, not references. The first string is invalid." ); |
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128
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} |
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129
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elsif( ref( $s2 ) && !overload::Method( $s2, '""' ) ) |
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130
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{ |
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131
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0
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0
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die( "Both input strings must be scalars or stringifiable objects, not references. The second string is invalid." ); |
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132
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} |
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133
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134
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4
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50
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16
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my $str1 = $normalize ? _normalize( defined( $s1 ) ? "$s1" : $s1 ) : ( defined( $s1 ) ? "$s1" : $s1 ); |
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50
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100
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135
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4
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50
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14
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my $str2 = $normalize ? _normalize( defined( $s2 ) ? "$s2" : $s2 ) : ( defined( $s2 ) ? "$s2" : $s2 ); |
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50
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100
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136
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137
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4
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50
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13
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( $str1, $str2 ) = ( $str2, $str1 ) if( length( $str1 ) > length( $str2 ) ); |
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138
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4
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50
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9
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return(0) if( length( $str1 ) == 0 ); |
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139
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140
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4
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4
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my $max_score = 0; |
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141
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4
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5
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my $s1_len = length( $str1 ); |
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142
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4
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5
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my $s2_len = length( $str2 ); |
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143
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144
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# Check for full containment first |
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145
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4
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100
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10
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if( index( $str2, $str1 ) != -1 ) |
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146
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{ |
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147
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1
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3
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return(100); |
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148
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} |
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149
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150
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# Slide window of s1's length over s2, ensuring typo tolerance |
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151
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3
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8
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for my $i ( 0 .. $s2_len - $s1_len ) |
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152
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{ |
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153
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22
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28
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my $substr = substr( $str2, $i, $s1_len ); |
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154
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22
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26
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my $score = ratio( $str1, $substr, normalize => $normalize ); # Use caller's normalize setting |
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155
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22
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37
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$max_score = max( $max_score, $score ); # Explicitly use max() |
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156
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} |
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157
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158
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3
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11
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return( $max_score ); |
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159
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} |
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160
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161
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|
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|
|
sub ratio |
|
162
|
|
|
|
|
|
|
{ |
|
163
|
384
|
|
|
384
|
1
|
192117
|
my( $s1, $s2, %opts ) = @_; |
|
164
|
384
|
100
|
|
|
|
728
|
my $normalize = exists( $opts{normalize} ) ? $opts{normalize} : 1; |
|
165
|
|
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|
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|
|
|
|
166
|
|
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|
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|
|
# Validate references, allow stringifiable objects |
|
167
|
384
|
100
|
100
|
|
|
1309
|
if( ref( $s1 ) && !overload::Method( $s1, '""' ) ) |
|
|
|
50
|
33
|
|
|
|
|
|
168
|
|
|
|
|
|
|
{ |
|
169
|
1
|
|
|
|
|
13
|
die( "Both input strings must be scalars or stringifiable objects, not references. The first string is invalid." ); |
|
170
|
|
|
|
|
|
|
} |
|
171
|
|
|
|
|
|
|
elsif( ref( $s2 ) && !overload::Method( $s2, '""' ) ) |
|
172
|
|
|
|
|
|
|
{ |
|
173
|
0
|
|
|
|
|
0
|
die( "Both input strings must be scalars or stringifiable objects, not references. The second string is invalid." ); |
|
174
|
|
|
|
|
|
|
} |
|
175
|
|
|
|
|
|
|
|
|
176
|
383
|
100
|
|
|
|
887
|
my $str1 = $normalize ? _normalize( defined( $s1 ) ? "$s1" : $s1 ) : ( defined( $s1 ) ? "$s1" : $s1 ); |
|
|
|
50
|
|
|
|
|
|
|
|
|
100
|
|
|
|
|
|
|
177
|
383
|
100
|
|
|
|
784
|
my $str2 = $normalize ? _normalize( defined( $s2 ) ? "$s2" : $s2 ) : ( defined( $s2 ) ? "$s2" : $s2 ); |
|
|
|
50
|
|
|
|
|
|
|
|
|
100
|
|
|
|
|
|
|
178
|
|
|
|
|
|
|
|
|
179
|
383
|
100
|
|
|
|
776
|
return(100) if( $str1 eq $str2 ); |
|
180
|
374
|
100
|
50
|
|
|
1934
|
return(0) if( !length( $str1 // '' ) || !length( $str2 // '' ) ); |
|
|
|
|
50
|
|
|
|
|
|
|
|
|
100
|
|
|
|
|
|
181
|
|
|
|
|
|
|
|
|
182
|
371
|
|
|
|
|
687
|
my $distance = distance( $str1, $str2 ); |
|
183
|
371
|
100
|
|
|
|
4485
|
my $length = $normalize |
|
|
|
50
|
|
|
|
|
|
|
|
|
100
|
|
|
|
|
|
|
184
|
|
|
|
|
|
|
? max( length( $str1 ), length( $str2 ) ) |
|
185
|
|
|
|
|
|
|
: max( length( is_utf8( $str1 ) ? encode_utf8( $str1 ) : $str1 ), length( is_utf8( $str2 ) ? encode_utf8( $str2 ) : $str2 ) ); |
|
186
|
|
|
|
|
|
|
|
|
187
|
371
|
|
|
|
|
993
|
return( ( 1 - $distance / $length ) * 100 ); # Keep as float |
|
188
|
|
|
|
|
|
|
} |
|
189
|
|
|
|
|
|
|
|
|
190
|
|
|
|
|
|
|
sub token_set_ratio |
|
191
|
|
|
|
|
|
|
{ |
|
192
|
1
|
|
|
1
|
1
|
5
|
my( $s1, $s2, %opts ) = @_; |
|
193
|
1
|
50
|
|
|
|
5
|
my $normalize = exists( $opts{normalize} ) ? $opts{normalize} : 1; |
|
194
|
|
|
|
|
|
|
|
|
195
|
|
|
|
|
|
|
# Validate references, allow stringifiable objects |
|
196
|
1
|
50
|
33
|
|
|
9
|
if( ref( $s1 ) && !overload::Method( $s1, '""' ) ) |
|
|
|
50
|
33
|
|
|
|
|
|
197
|
|
|
|
|
|
|
{ |
|
198
|
0
|
|
|
|
|
0
|
die( "Both input strings must be scalars or stringifiable objects, not references. The first string is invalid." ); |
|
199
|
|
|
|
|
|
|
} |
|
200
|
|
|
|
|
|
|
elsif( ref( $s2 ) && !overload::Method( $s2, '""' ) ) |
|
201
|
|
|
|
|
|
|
{ |
|
202
|
0
|
|
|
|
|
0
|
die( "Both input strings must be scalars or stringifiable objects, not references. The second string is invalid." ); |
|
203
|
|
|
|
|
|
|
} |
|
204
|
|
|
|
|
|
|
|
|
205
|
1
|
50
|
|
|
|
7
|
my $str1 = $normalize ? _normalize( defined( $s1 ) ? "$s1" : $s1 ) : ( defined( $s1 ) ? "$s1" : $s1 ); |
|
|
|
0
|
|
|
|
|
|
|
|
|
50
|
|
|
|
|
|
|
206
|
1
|
50
|
|
|
|
6
|
my $str2 = $normalize ? _normalize( defined( $s2 ) ? "$s2" : $s2 ) : ( defined( $s2 ) ? "$s2" : $s2 ); |
|
|
|
0
|
|
|
|
|
|
|
|
|
50
|
|
|
|
|
|
|
207
|
|
|
|
|
|
|
|
|
208
|
1
|
|
|
|
|
4
|
my @tokens1 = split( /\s+/, $str1 ); |
|
209
|
1
|
|
|
|
|
4
|
my @tokens2 = split( /\s+/, $str2 ); |
|
210
|
|
|
|
|
|
|
|
|
211
|
1
|
|
|
|
|
2
|
my %count; |
|
212
|
1
|
|
|
|
|
8
|
$count{ $_ }++ for( @tokens1, @tokens2 ); |
|
213
|
1
|
|
|
|
|
4
|
my @intersection = grep { $count{$_} > 1 } keys( %count ); |
|
|
2
|
|
|
|
|
9
|
|
|
214
|
1
|
50
|
|
|
|
2
|
my @left = grep { !$count{ $_ } || $count{ $_ } == 1 } @tokens1; |
|
|
2
|
|
|
|
|
30
|
|
|
215
|
1
|
50
|
|
|
|
2
|
my @right = grep { !$count{ $_ } || $count{ $_ } == 1 } @tokens2; |
|
|
2
|
|
|
|
|
10
|
|
|
216
|
|
|
|
|
|
|
|
|
217
|
1
|
|
|
|
|
7
|
my $sorted_common = join( ' ', sort( @intersection ) ); |
|
218
|
1
|
|
|
|
|
3
|
my $combined_left = join( ' ', sort( @intersection, @left ) ); |
|
219
|
1
|
|
|
|
|
3
|
my $combined_right = join( ' ', sort( @intersection, @right ) ); |
|
220
|
|
|
|
|
|
|
|
|
221
|
1
|
|
|
|
|
5
|
return max( |
|
222
|
|
|
|
|
|
|
ratio( $sorted_common, $combined_left, normalize => 0 ), |
|
223
|
|
|
|
|
|
|
ratio( $sorted_common, $combined_right, normalize => 0 ), |
|
224
|
|
|
|
|
|
|
ratio( $combined_left, $combined_right, normalize => 0 ) |
|
225
|
|
|
|
|
|
|
); |
|
226
|
|
|
|
|
|
|
} |
|
227
|
|
|
|
|
|
|
|
|
228
|
|
|
|
|
|
|
sub token_sort_ratio |
|
229
|
|
|
|
|
|
|
{ |
|
230
|
1
|
|
|
1
|
1
|
5
|
my( $s1, $s2, %opts ) = @_; |
|
231
|
1
|
50
|
|
|
|
5
|
my $normalize = exists( $opts{normalize} ) ? $opts{normalize} : 1; |
|
232
|
|
|
|
|
|
|
|
|
233
|
|
|
|
|
|
|
# Validate references, allow stringifiable objects |
|
234
|
1
|
50
|
33
|
|
|
10
|
if( ref( $s1 ) && !overload::Method( $s1, '""' ) ) |
|
|
|
50
|
33
|
|
|
|
|
|
235
|
|
|
|
|
|
|
{ |
|
236
|
0
|
|
|
|
|
0
|
die( "Both input strings must be scalars or stringifiable objects, not references. The first string is invalid." ); |
|
237
|
|
|
|
|
|
|
} |
|
238
|
|
|
|
|
|
|
elsif( ref( $s2 ) && !overload::Method( $s2, '""' ) ) |
|
239
|
|
|
|
|
|
|
{ |
|
240
|
0
|
|
|
|
|
0
|
die( "Both input strings must be scalars or stringifiable objects, not references. The second string is invalid." ); |
|
241
|
|
|
|
|
|
|
} |
|
242
|
|
|
|
|
|
|
|
|
243
|
1
|
50
|
|
|
|
7
|
my $str1 = $normalize ? _normalize( defined( $s1 ) ? "$s1" : $s1 ) : ( defined( $s1 ) ? "$s1" : $s1 ); |
|
|
|
0
|
|
|
|
|
|
|
|
|
50
|
|
|
|
|
|
|
244
|
1
|
50
|
|
|
|
28
|
my $str2 = $normalize ? _normalize( defined( $s2 ) ? "$s2" : $s2 ) : ( defined( $s2 ) ? "$s2" : $s2 ); |
|
|
|
0
|
|
|
|
|
|
|
|
|
50
|
|
|
|
|
|
|
245
|
|
|
|
|
|
|
|
|
246
|
1
|
|
|
|
|
7
|
my $sorted1 = join( ' ', sort( split( /\s+/, $str1 ) ) ); |
|
247
|
1
|
|
|
|
|
5
|
my $sorted2 = join( ' ', sort( split( /\s+/, $str2 ) ) ); |
|
248
|
1
|
|
|
|
|
4
|
return( ratio( $sorted1, $sorted2, normalize => 0 ) ); |
|
249
|
|
|
|
|
|
|
} |
|
250
|
|
|
|
|
|
|
|
|
251
|
|
|
|
|
|
|
sub _normalize |
|
252
|
|
|
|
|
|
|
{ |
|
253
|
86
|
|
|
86
|
|
119
|
my( $str ) = @_; |
|
254
|
86
|
100
|
|
|
|
135
|
return( '' ) unless( defined( $str ) ); |
|
255
|
84
|
|
|
|
|
102
|
$str = lc( $str ); |
|
256
|
84
|
|
|
|
|
274
|
$str = NFD( $str ); |
|
257
|
84
|
|
|
|
|
184
|
$str =~ s/\pM+//g; # Remove diacritics |
|
258
|
84
|
|
|
|
|
122
|
$str =~ s/[^\p{L}\p{Nd}\s]//g; # Remove punctuation/symbols |
|
259
|
84
|
|
|
|
|
175
|
$str =~ s/\s+/ /g; # Normalize whitespace |
|
260
|
84
|
|
|
|
|
342
|
$str =~ s/^\s+|\s+$//g; # Trim |
|
261
|
84
|
|
|
|
|
125
|
return( $str ); |
|
262
|
|
|
|
|
|
|
} |
|
263
|
|
|
|
|
|
|
|
|
264
|
|
|
|
|
|
|
1; |
|
265
|
|
|
|
|
|
|
# NOTE: POD |
|
266
|
|
|
|
|
|
|
__END__ |