package Lingua::EN::Splitter; =head1 NAME Lingua::EN::Splitter - Split text into words, paragraphs, segments, and tiles =head1 SYNOPSIS use Lingua::EN::Splitter qw(words paragraphs paragraph_breaks segment_breaks tiles set_tokens_per_tile); my $text = <. EOT # Set the number of tokens per tile to 20 (the default) set_tokens_per_tile(20); my @words = words $text; my @paragraphs = paragraphs $text; my @paragraph_breaks = paragraph_breaks $text; my @segment_breaks = segment_breaks $text; my @tiles = tile words $text; print "@words[0..3,5]"; # Prints "lingua en segmenter is useful" print "@words[43..46,53]"; # Prints "this module does not guess" print $paragraphs[2]; # Prints the third paragraph of the above text print $paragraph_breaks[2]; # Prints which tile the 3rd paragraph starts on print $segment_breaks[1]; # Prints which tile the 2nd segment starts on print $tiles[1]; # Prints @words[20..39] filtered for stopwords # and stemmed # This module can also be used in an object-oriented fashion my $splitter = new Lingua::EN::Splitter; @words = $splitter->words $text; =head1 DESCRIPTION See synopsis. This module can be used in an object-oriented fashion or the routines can be exported. =head1 AUTHORS David James =head1 SEE ALSO L, L, L =cut $VERSION = 0.10; @EXPORT_OK = qw( words paragraphs breaks paragraph_breaks segment_breaks set_tokens_per_tile set_paragraph_regexp set_non_word_regexp set_locale set_stop_words ); use Math::HashSum qw(hashsum); use base 'Class::Exporter'; use Lingua::Stem; use Lingua::EN::StopWords qw(%StopWords); use strict; use Carp qw(croak); no warnings; # Create a new instance of this object sub new { my $class = shift; my $stemmer = Lingua::Stem->new; $stemmer->stem_caching({ -level=>2 }); bless { PARAGRAPH_BREAK=>qr/\n\s*(segment_break)?\s*\n/, NON_WORD_CHARACTER=>qr/\W/, TOKENS_PER_TILE=>20, STEMMER=>$stemmer, STOP_WORDS=>\%StopWords, @_ }, $class; } # Split text into words sub words { my $self = shift; my $input = lc shift; $input =~ s/$self->{PARAGRAPH_BREAK}/ /g; return [ split /$self->{NON_WORD_CHARACTER}+/, $input ]; } # Split text into paragraphs sub paragraphs { my ($self, $input) = @_; return [ grep { /\S/ and !/^segment_break$/i } split /$self->{PARAGRAPH_BREAK}/i, $input ]; } # Return a list of paragraph and segment breaks sub breaks { my $self = shift; my $input = lc shift; # Eliminate empty paragraphs at the very end $input =~ s/$self->{PARAGRAPH_BREAK}\s*\Z//; # Convert paragraph breaks to tokens $input =~ s/$self->{PARAGRAPH_BREAK}/ PNO$1 /g; my @words = split /(?:$self->{NON_WORD_CHARACTER})+/, $input; my (@breaks,%segment_breaks,$num_words); foreach (@words) { if (/^PNO(segment_break)?$/) { my $segment_break = $1; $segment_break and $segment_breaks{scalar @breaks}++; push @breaks, $num_words / $self->{TOKENS_PER_TILE}; } else { $num_words++; } } return (\@breaks,\%segment_breaks); } # Return a list of paragraph breaks sub paragraph_breaks { my $self = shift; return ($self->breaks(@_))[0]; } # Return a list of real segment breaks sub segment_breaks { my $self = shift; return ($self->breaks(@_))[1]; } # Convert a list of words into tiles sub tile { my $self = shift; my $words = ref $_[0] ? shift : \@_; my @tiles; while (@$words) { push @tiles, { hashsum map { @{$self->{STEMMER}->stem($_)}, 1 } grep { !exists $self->{STOP_WORDS}->{$_} } splice @$words, 0, $self->{TOKENS_PER_TILE} }; } return \@tiles; } ######################################################### # Mutator methods ######################################################### sub set_tokens_per_tile { my $self = shift; $self->{TOKENS_PER_TILE} = shift; } sub set_paragraph_regexp { my $self = shift; $self->{PARAGRAPH_BREAK} = shift; } sub set_non_word_regexp { my $self = shift; $self->{NON_WORD_CHARACTER} = shift; } sub set_locale { my $self = shift; $self->{STEMMER}->set_locale(shift); } sub set_stop_words { my $self = shift; $self->{STOP_WORDS} = shift; } 1;