factor/extra/spelling/spelling.factor

79 lines
2.1 KiB
Factor

USING: arrays ascii assocs combinators combinators.smart fry
http.client io.encodings.ascii io.files io.files.temp kernel
locals math math.statistics memoize sequences sorting splitting
strings urls ;
IN: spelling
! http://norvig.com/spell-correct.html
CONSTANT: ALPHABET "abcdefghijklmnopqrstuvwxyz"
: splits ( word -- sequence )
dup length iota [ cut 2array ] with map ;
: deletes ( sequence -- sequence' )
[ second length 0 > ] filter [ first2 rest append ] map ;
: transposes ( sequence -- sequence' )
[ second length 1 > ] filter [
[
{
[ first ]
[ second second 1string ]
[ second first 1string ]
[ second 2 tail ]
} cleave
] "" append-outputs-as
] map ;
: replaces ( sequence -- sequence' )
[ second length 0 > ] filter [
[ ALPHABET ] dip first2
'[ 1string _ _ rest surround ] { } map-as
] map concat ;
: inserts ( sequence -- sequence' )
[
ALPHABET
[ [ first2 ] dip 1string glue ] with { } map-as
] map concat ;
: edits1 ( word -- edits )
[
splits {
[ deletes ]
[ transposes ]
[ replaces ]
[ inserts ]
} cleave
] append-outputs ;
: edits2 ( word -- edits )
edits1 [ edits1 ] map concat ;
: filter-known ( words dictionary -- words' )
'[ _ key? ] filter ;
:: corrections ( word dictionary -- words )
word 1array dictionary filter-known
[ word edits1 dictionary filter-known ] when-empty
[ word edits2 dictionary filter-known ] when-empty
[ dictionary at 1 or ] sort-with ;
: words ( string -- words )
>lower [ letter? not ] split-when harvest ;
: load-dictionary ( file -- assoc )
ascii file-contents words histogram ;
MEMO: default-dictionary ( -- counts )
"big.txt" temp-file dup exists?
[ URL" http://norvig.com/big.txt" over download-to ] unless
load-dictionary ;
: (correct) ( word dictionary -- word/f )
corrections [ f ] [ first ] if-empty ;
: correct ( word -- word/f )
default-dictionary (correct) ;