{-| Module : Gargantext.Text.Ngrams.Token.Text Description : Copyright : (c) Grzegorz ChrupaƂa first, after: CNRS, 2018-Present License : AGPL + CECILL v3 Maintainer : team@gargantext.org Stability : experimental Portability : POSIX Inspired from https://bitbucket.org/gchrupala/lingo/overview -} {-# LANGUAGE OverloadedStrings #-} module Gargantext.Text.Ngrams.Token.Text ( EitherList(..) , Tokenizer , tokenize , run , defaultTokenizer , whitespace , uris , punctuation , finalPunctuation , initialPunctuation , allPunctuation , contractions , negatives ) where import qualified Data.Char as Char import Data.Maybe import Control.Monad import Data.Text (Text) import qualified Data.Text as T -- | A Tokenizer is function which takes a list and returns a list of Eithers -- (wrapped in a newtype). Right Texts will be passed on for processing -- to tokenizers down -- the pipeline. Left Texts will be passed through the pipeline unchanged. -- Use a Left Texts in a tokenizer to protect certain tokens from further -- processing (e.g. see the 'uris' tokenizer). -- You can define your own custom tokenizer pipelines by chaining tokenizers together: --- -- > myTokenizer :: Tokenizer -- > myTokenizer = whitespace >=> allPunctuation -- examples :: [Text] -- examples = -- ["This shouldn't happen." -- ,"Some 'quoted' stuff" -- ,"This is a URL: http://example.org." -- ,"How about an email@example.com" -- ,"ReferenceError #1065 broke my debugger!" -- ,"I would've gone." -- ,"They've been there." -- ,"Hyphen-words" -- ,"Yes/No questions" -- ] --- type Tokenizer = Text -> EitherList Text Text -- | The EitherList is a newtype-wrapped list of Eithers. newtype EitherList a b = E { unE :: [Either a b] } -- | Split string into words using the default tokenizer pipeline tokenize :: Text -> [Text] tokenize = run defaultTokenizer -- | Run a tokenizer run :: Tokenizer -> (Text -> [Text]) run f = \txt -> map T.copy $ (map unwrap . unE . f) txt defaultTokenizer :: Tokenizer defaultTokenizer = whitespace >=> uris >=> punctuation >=> contractions >=> negatives -- | Detect common uris and freeze them uris :: Tokenizer uris x | isUri x = E [Left x] | True = E [Right x] where isUri u = any (`T.isPrefixOf` u) ["http://","ftp://","mailto:"] -- | Split off initial and final punctuation punctuation :: Tokenizer punctuation = finalPunctuation >=> initialPunctuation --hyphens :: Tokenizer --hyphens xs = E [Right w | w <- T.split (=='-') xs ] -- | Split off word-final punctuation finalPunctuation :: Tokenizer finalPunctuation x = E $ filter (not . T.null . unwrap) res where res :: [Either Text Text] res = case T.span Char.isPunctuation (T.reverse x) of (ps, w) | T.null ps -> [ Right $ T.reverse w ] | otherwise -> [ Right $ T.reverse w , Right $ T.reverse ps] -- ([],w) -> [Right . T.reverse $ w] -- (ps,w) -> [Right . T.reverse $ w, Right . T.reverse $ ps] -- | Split off word-initial punctuation initialPunctuation :: Tokenizer initialPunctuation x = E $ filter (not . T.null . unwrap) $ case T.span Char.isPunctuation x of (ps,w) | T.null ps -> [ Right w ] | otherwise -> [ Right ps , Right w ] -- | Split tokens on transitions between punctuation and -- non-punctuation characters. This tokenizer is not included in -- defaultTokenizer pipeline because dealing with word-internal -- punctuation is quite application specific. allPunctuation :: Tokenizer allPunctuation = E . map Right . T.groupBy (\a b -> Char.isPunctuation a == Char.isPunctuation b) -- | Split words ending in n't, and freeze n't negatives :: Tokenizer negatives x | "n't" `T.isSuffixOf` x = E [ Right . T.reverse . T.drop 3 . T.reverse $ x , Left "n't" ] | True = E [ Right x ] -- | Split common contractions off and freeze them. -- | Currently deals with: 'm, 's, 'd, 've, 'll contractions :: Tokenizer contractions x = case catMaybes . map (splitSuffix x) $ cts of [] -> return x ((w,s):_) -> E [ Right w,Left s] where cts = ["'m","'s","'d","'ve","'ll"] splitSuffix w sfx = let w' = T.reverse w len = T.length sfx in if sfx `T.isSuffixOf` w then Just (T.take (T.length w - len) w, T.reverse . T.take len $ w') else Nothing -- | Split string on whitespace. This is just a wrapper for Data.List.words whitespace :: Tokenizer whitespace xs = E [Right w | w <- T.words xs ] instance Monad (EitherList a) where return x = E [Right x] E xs >>= f = E $ concatMap (either (return . Left) (unE . f)) xs instance Applicative (EitherList a) where pure x = return x f <*> x = f `ap` x instance Functor (EitherList a) where fmap f (E xs) = E $ (fmap . fmap) f xs unwrap :: Either a a -> a unwrap (Left x) = x unwrap (Right x) = x