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=begin React :component<HeaderCol> :id<menu> 
=para L<Documentation|/doc/introduction>
=para L<Modules| /mods>
=para L<Examples| file:../examples/index.podlite>
=para L<Download |file:../download/index.podlite>
=para L<About|file:../about/index.podlite>
=para 🔍 K<⌘K>/K<ctrl-K>
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README-work

README

C<TokenProcessing> package has grammar classes and action classes for the parsing
Raku Perl 6 grammar files and making a file with token grammar rules that are
extended to have fuzzy matching function calls.


use TokenProcessing;
enhance-token-specs( $fileName, output, :add-protos, sym-name => 'English', :add-exclusions);


use v6.d;

unit module Grammar::TokenProcessing;

use Grammar::TokenProcessing::Grammar;
use Grammar::TokenProcessing::Actions::EnhancedTokens;
use Grammar::TokenProcessing::Actions::Tokens;
use Grammar::TokenProcessing::Actions::TokenNames;
use Grammar::TokenProcessing::Actions::TokensHash;

use Lingua::EN::Stem::Porter;
use Text::Levenshtein::Damerau;

##===========================================================
## Get dictionary words
##===========================================================
proto get-resource-words(Str $lang) is export {*};

multi get-resource-words('English') {
    my $txt = slurp %?RESOURCES<dictionary-words-English.txt>;
    return $txt.split("\n");
}

##===========================================================
## Get tokens
##===========================================================
proto get-tokens(Str $spec) is export {*}

multi get-tokens(Str $fileName where $fileName.IO.e) {
    die "The file given as first argument does not exist: $fileName ." if not $fileName.IO.e;

    #| Ingest file content
    my $program = slurp($fileName);

    return get-tokens($program)
}

multi get-tokens(Str $program where not $program.IO.e) {

    my $TokenGatherer = Grammar::TokenProcessing::Actions::Tokens.new;
    my $allTokens = Grammar::TokenProcessing::Grammar.parse($program, actions => $TokenGatherer).made;

    # say ' $allTokens : ', $allTokens;
    # say ' $TokenGatherer.gathered-tokens : ', $TokenGatherer.gathered-tokens;
    $allTokens = $TokenGatherer.gathered-tokens;

    return reallyflat($allTokens);
}

##===========================================================
## Get token names
##===========================================================
proto get-token-names(Str $spec) is export {*}

multi get-token-names(Str $fileName where $fileName.IO.e) {
    die "The file given as first argument does not exist: $fileName ." if not $fileName.IO.e;

    #| Ingest file content
    my $program = slurp($fileName);

    return get-token-names($program)
}

multi get-token-names(Str $program where not $program.IO.e) {

    my $TokenGatherer = Grammar::TokenProcessing::Actions::TokenNames.new;
    my $allTokens = Grammar::TokenProcessing::Grammar.parse($program, actions => $TokenGatherer).made;

    $allTokens = $TokenGatherer.gathered-tokens;

    return reallyflat($allTokens);
}

##===========================================================
## Get token names
##===========================================================
proto get-tokens-hash(Str $spec) is export {*}

multi get-tokens-hash(Str $fileName where $fileName.IO.e) {
    die "The file given as first argument does not exist: $fileName ." if not $fileName.IO.e;

    #| Ingest file content
    my $program = slurp($fileName);

    return get-tokens-hash($program)
}

multi get-tokens-hash(Str $program where not $program.IO.e) {

    my $TokenGatherer = Grammar::TokenProcessing::Actions::TokensHash.new;
    my %allTokens = Grammar::TokenProcessing::Grammar.parse($program, actions => $TokenGatherer).made;

    %allTokens = $TokenGatherer.gathered-tokens; # .map({ $_.key => [|reallyflat($_.value)] });

    return %allTokens;
}

##===========================================================
## Enhance token specs
##===========================================================
proto enhance-token-specs(Str $spec,
                          $output = Whatever,
                          Bool :$add-protos= False,
                          Str :$sym-name = '',
                          Bool :$add-exclusions = True,
                          :$stem-rules = Whatever,
                          :$nearest-neighbors-rules = Whatever,
                          :$method = 'nearest-neighbors',
                          :$func-name = Whatever) is export {*}

multi enhance-token-specs(Str $fileName where $fileName.IO.e,
                          $output = Whatever,
                          Bool :$add-protos= False,
                          Str :$sym-name = '',
                          Bool :$add-exclusions = True,
                          :$stem-rules = Whatever,
                          :$nearest-neighbors-rules = Whatever,
                          :$method = 'nearest-neighbors',
                          :$func-name = Whatever) is export {
    die "The file given as first argument does not exist: $fileName ." if not $fileName.IO.e;

    #| Ingest file content
    my $program = slurp($fileName);

    return enhance-token-specs($program, $output, :$add-protos, :$sym-name, :$add-exclusions, :$stem-rules, :$nearest-neighbors-rules, :$method, :$func-name)
}

multi enhance-token-specs(Str $program where not $program.IO.e,
                          $output = Whatever,
                          Bool :$add-protos = False,
                          Str :$sym-name = '',
                          Bool :$add-exclusions = True,
                          :$stem-rules = Whatever,
                          :$nearest-neighbors-rules = Whatever,
                          :$method is copy = 'nearest-neighbors',
                          :$func-name is copy = Whatever) {

    $method = $method.isa(Whatever) ?? 'nearest-neighbors' !! $method;
    die 'The argument $method is expected to be one of Whatever, \'nearest-neighbors\', or \'stem-rules\'.'
    unless $method.isa(Str);

    $func-name = $func-name.isa(Whatever) ?? 'is-fuzzy-match' !! $func-name;
    die 'The argument $func-name is expected to be a string or Whatever.' unless $func-name.isa(Str);

    #| Split the program into lines
    my @lines = $program.split("\n");

    #| Make the actions object
    my $ActObj;
    if $add-exclusions && $method.lc (elem) <stem stem-rules steming steming-rules> {
        #| Find all tokens in the grammar
        my $allTokens = get-tokens($program).unique;

        #| Make stem-to-tokens rules
        my $stemRulesLocal = $stem-rules;

        if $stem-rules.isa(Whatever) or not $stem-rules.isa(Map) {
            $stemRulesLocal = $allTokens.grep({ $_.isa(Str) and $_.chars > 0 }).classify({ porter($_.lc) });
        }

        note 'The value of the argument $stem-rules is not a Map object or Whatever. Using automatic stem-to-tokens rules.'
        when not $stem-rules.isa(Whatever) and not $stem-rules.isa(Map);

        $ActObj = Grammar::TokenProcessing::Actions::EnhancedTokens.new(:$add-protos, :$sym-name, stem-rules => $stemRulesLocal, :$func-name);

    } elsif $add-exclusions && $method.lc (elem) <nns nearest nearest-neighbors> {

        #| Find all tokens in the grammar
        my @allTokens = get-tokens($program).unique;

        #| For each word find its nearest neighbors
        my $nns = $nearest-neighbors-rules;
        if $nearest-neighbors-rules.isa(Whatever) or not $nearest-neighbors-rules.isa(Map) {
            $nns = @allTokens.map(-> $w { $w => @allTokens.map(-> $c { $c => dld($w, $c, 2) }).grep({ $_.value.defined && $_.key ne $w })>>.key });
            $nns = $nns.grep({ $_.value })
        }

        note 'The value of the argument $nearest-neighbors-rules is not a Map object or Whatever. Using automatic stem-to-tokens rules.'
        when not $nearest-neighbors-rules.isa(Whatever) and not $nearest-neighbors-rules.isa(Map);

        $ActObj = Grammar::TokenProcessing::Actions::EnhancedTokens.new(:$add-protos, :$sym-name, nearest-neighbors-rules => $nns, :$func-name);

    } else {
        $ActObj = Grammar::TokenProcessing::Actions::EnhancedTokens.new(:$add-protos, :$sym-name, :$func-name);
    }

    #| Enhance tokens
    my @parseRes = map({ Grammar::TokenProcessing::Grammar.parse($_ ~ "\n", actions => $ActObj).made }, @lines);

    #| New program
    my $newProgram = @parseRes.join();

    # Output
    if so $output ~~ Str {
        spurt $output, $newProgram;
    } elsif $output.isa(Whatever) {
        say $newProgram;
    }

    return 0;
}


##===========================================================
## Utilities
##===========================================================
our sub reallyflat (+@list) {
    gather @list.deepmap: *.take
}

our sub tree($dir, $extension = Whatever) {

    my @files = gather for dir($dir) -> $f {

        if ($f.IO.f) {

            if $extension.isa(Whatever) {
                take $f
            } elsif so $f.Str.match(rx/ ^^ .* <{ $extension }> $$ /) {
                take $f
            }
        } else {
            take tree($f, $extension);
        }
    }

    return @files;
}

TokenProcessing

The Raku Knowledge Base


=begin React :component<HeaderCol> :id<footer>  
=begin nested :!nested
=item1 B<Language>
    =item2 L<Get started|file:../getting-started/getting-started.podlite>
    =item2 L<Why Raku?|/doc/language/faq#Why-should-I-learn-Raku-What's-so-great-about-it>
    =item2 L<Try Raku|https://glot.io/new/raku>
    =item2 L<Raku cheat sheet|https://github.com/Raku/mu/blob/master/docs/Perl6/Cheatsheet/cheatsheet.txt>
    =item2 L<empty|#>
    =item2 L<empty|#>
    =item2 L<empty|#>
    =item2 L<Raku on Exercism|https://exercism.org/tracks/raku>
    =item2 L<Wikipedia|https://en.wikipedia.org/wiki/Raku_(programming_language)>
    =item2 L<empty|#>
    =item2 L<empty|#>
    =item2 L<empty|#>

=end nested
=begin nested :!nested

=item1 B<L<Documentation|/doc>>
    =item2 L<Getting started, Migration guides from other languages, & Tutorials | file:../doc/introduction.podlite>
    =item2 L<Language References|file:../doc/reference.podlite>
    =item2 L<Type Reference| file:../doc/types.podlite>
    =item2 L<Miscellaneous| file:../doc/miscellaneous.podlite>
    =item2 L<FAQs (Frequently Asked Questions)|/doc/language/faq>
    =item2 L<Community|/doc/language/community>
    =item2 L<The list of all documents|file:../doc/index.podlite>

=item1 B<Resources>
    =item2 L<The Raku Guide|https://raku.guide/>
    =item2 L<Books |https://perl6book.com/>
    =item2 L<Rosetta Code | https://www.raku.org/community/rosettacode>

=end nested
=begin nested :!nested

=item1 B<Resoures>
    =item2 L<Download | file:../download/index.podlite>
    =item2 L<empty|#>
    =item2 L<empty|#>
    =item2 L<empty|#>
    =item2 L<empty|#>
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    =item2 L<empty|#>
    =item2 L<empty|#>

=item1 B<Learning>
    =item2 L<The Raku Guide|https://raku.guide/>
    =item2 L<Wikibook |https://en.wikibooks.org/wiki/Raku_Programming>
    =item2 L<Books |https://perl6book.com/>
    =item2 L<Rosetta Code | https://www.raku.org/community/rosettacode>
    =item2 L<Learn Raku in Y minutes|https://learnxinyminutes.com/docs/raku/>
    =item2 L<Golfing |https://github.com/AlexDaniel/raku-golf-cheatsheet>
=end nested
=begin nested :!nested

=item1 B<Explore>
    =item2 L<Raku Blog Aggregator|https://planet.raku.org/>
    =item2 L<Rakudo Weekly|https://rakudoweekly.blog/>
    =item2 L<The Weekly Challenge |https://perlweeklychallenge.org/>
    =item2 L<Raku Advent Calendar|https://raku-advent.blog/>
    =item2 L<empty|#>
    =item2 L<empty|#>
    =item2 L<empty|#>
    =item2 L<empty|#>
    =item2 L<empty|#>

=end nested
=end React


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README-work

Raku Grammar::TokenProcessing

In brief

Installation

Examples

Add fuzzy matching to token specs

Gather tokens

Gather tokens into a hash

Replace token names

Grammar::TokenProcessing v0.1.2

Authors

License

Dependencies

Test Dependencies

Provides

Documentation