package KinoSearch::Analysis::Stopalizer; use strict; use warnings; use KinoSearch::Util::ToolSet; use base qw( KinoSearch::Analysis::Analyzer ); BEGIN { __PACKAGE__->init_instance_vars( # constructor params / members stoplist => undef, ); } use Lingua::StopWords; sub init_instance { my $self = shift; my $language = $self->{language} = lc( $self->{language} ); # verify a supplied stoplist if ( defined $self->{stoplist} ) { croak("stoplist must be a hashref") unless reftype( $self->{stoplist} ) eq 'HASH'; } else { # create a stoplist if language was supplied if ( $language =~ /^(?:da|de|en|es|fr|it|nl|no|pt|ru|sv)$/ ) { $self->{stoplist} = Lingua::StopWords::getStopWords($language); } # No Finnish stoplist, though we have a stemmmer. elsif ( $language eq 'fi' ) { $self->{stoplist} = {}; } else { confess "Invalid language: '$language'"; } } } 1; __END__ __XS__ MODULE = KinoSearch PACKAGE = KinoSearch::Analysis::Stopalizer SV* analyze(self_hash, batch_sv) HV *self_hash; SV *batch_sv; PREINIT: TokenBatch *batch; CODE: Kino_extract_struct( batch_sv, batch, TokenBatch*, "KinoSearch::Analysis::TokenBatch"); Kino_Stopalizer_analyze(self_hash, batch); SvREFCNT_inc(batch_sv); RETVAL = batch_sv; OUTPUT: RETVAL __H__ #ifndef H_KINOSEARCH_ANALYSIS_STOPALIZER #define H_KINOSEARCH_ANALYSIS_STOPALIZER 1 #include "EXTERN.h" #include "perl.h" #include "XSUB.h" #include "KinoSearchAnalysisToken.h" #include "KinoSearchAnalysisTokenBatch.h" #include "KinoSearchUtilVerifyArgs.h" TokenBatch* Kino_Stopalizer_analyze(HV*, TokenBatch*); #endif /* include guard */ __C__ #include "KinoSearchAnalysisStopalizer.h" TokenBatch* Kino_Stopalizer_analyze(HV* self_hash, TokenBatch *batch) { SV **sv_ptr; HV *stoplist_hv; Token *token; sv_ptr = hv_fetch(self_hash, "stoplist", 8, 0); if (sv_ptr == NULL) Kino_confess("no element 'stoplist'"); if (!SvROK(*sv_ptr)) Kino_confess("not a hashref"); stoplist_hv = (HV*)SvRV(*sv_ptr); Kino_Verify_extract_arg(self_hash, "stoplist", 8); while (Kino_TokenBatch_next(batch)) { token = batch->current; if (hv_exists(stoplist_hv, token->text, token->len)) { token->len = 0; } } Kino_TokenBatch_reset(batch); return batch; } __POD__ =head1 NAME KinoSearch::Analysis::Stopalizer - suppress a "stoplist" of common words =head1 SYNOPSIS my $stopalizer = KinoSearch::Analysis::Stopalizer->new( language => 'fr', ); my $polyanalyzer = KinoSearch::Analysis::PolyAnalyzer->new( analyzers => [ $lc_normalizer, $tokenizer, $stopalizer, $stemmer ], ); =head1 DESCRIPTION A "stoplist" is collection of "stopwords": words which are common enough to be of little value when determining search results. For example, so many documents in English contain "the", "if", and "maybe" that it may improve both performance and relevance to block them. # before @token_texts = ('i', 'am', 'the', 'walrus'); # after @token_texts = ('', '', '', 'walrus'); =head1 CONSTRUCTOR =head2 new my $stopalizer = KinoSearch::Analysis::Stopalizer->new( language => 'de', ); # or... my $stopalizer = KinoSearch::Analysis::Stopalizer->new( stoplist => \%stoplist, ); new() takes two possible parameters, C and C. If C is supplied, it will be used, overriding the behavior indicated by the value of C. =over =item B - must be a hashref, with stopwords as the keys of the hash and values set to 1. =item B - must be the ISO code for a language. Loads a default stoplist supplied by L. =back =head1 SEE ALSO L =head1 COPYRIGHT Copyright 2005-2007 Marvin Humphrey =head1 LICENSE, DISCLAIMER, BUGS, etc. See L version 0.163. =cut