src/Gargantext/Text/List.hs

   1 {-|
   2 Module      : Gargantext.Text.Ngrams.Lists
   3 Description : Tools to build lists
   4 Copyright   : (c) CNRS, 2017-Present
   5 License     : AGPL + CECILL v3
   6 Maintainer  : team@gargantext.org
   7 Stability   : experimental
   8 Portability : POSIX
   9
  10 -}
  11
  12 {-# LANGUAGE FlexibleContexts  #-}
  13 {-# LANGUAGE NoImplicitPrelude #-}
  14 {-# LANGUAGE OverloadedStrings #-}
  15 {-# LANGUAGE RankNTypes        #-}
  16
  17 module Gargantext.Text.List
  18   where
  19
  20 -- import Data.Either (partitionEithers, Either(..))
  21 import Data.Map (Map)
  22 import Data.Set (Set)
  23 import Data.Text (Text)
  24 import Gargantext.API.Ngrams (NgramsElement, mkNgramsElement, RootParent(..), mSetFromList)
  25 -- import Gargantext.API.Ngrams.Tools (getCoocByNgrams', Diagonal(..))
  26 import Gargantext.Core (Lang(..))
  27 import Gargantext.Core.Types (ListType(..), MasterCorpusId, UserCorpusId, Ordering(..))
  28 import Gargantext.Database.Action.Metrics.NgramsByNode (getTficf, sortTficf, ngramsGroup, getNodesByNgramsUser, groupNodesByNgramsWith)
  29 import Gargantext.Database.Admin.Utils (Cmd)
  30 import Gargantext.Database.Schema.Ngrams (NgramsType(..))
  31 import Gargantext.Prelude
  32 import Gargantext.Text.List.Learn (Model(..))
  33 -- import Gargantext.Text.Metrics (takeScored)
  34 import qualified Data.Char as Char
  35 import qualified Data.List as List
  36 import qualified Data.Map  as Map
  37 import qualified Data.Set  as Set
  38 import qualified Data.Text as Text
  39
  40
  41 data NgramsListBuilder = BuilderStepO { stemSize :: Int
  42                                       , stemX    :: Int
  43                                       , stopSize :: Int
  44                                       }
  45                        | BuilderStep1 { withModel :: Model }
  46                        | BuilderStepN { withModel :: Model }
  47                        | Tficf { nlb_lang           :: Lang
  48                                , nlb_group1         :: Int
  49                                , nlb_group2         :: Int
  50                                , nlb_stopSize       :: StopSize
  51                                , nlb_userCorpusId   :: UserCorpusId
  52                                , nlb_masterCorpusId :: MasterCorpusId
  53                                }
  54
  55
  56 data StopSize = StopSize {unStopSize :: Int}
  57
  58 -- | TODO improve grouping functions of Authors, Sources, Institutes..
  59 buildNgramsLists :: Lang
  60                  -> Int
  61                  -> Int
  62                  -> StopSize
  63                  -> UserCorpusId
  64                  -> MasterCorpusId
  65                  -> Cmd err (Map NgramsType [NgramsElement])
  66 buildNgramsLists l n m s uCid mCid = do
  67   ngTerms     <- buildNgramsTermsList l n m s uCid mCid
  68   othersTerms <- mapM (buildNgramsOthersList uCid identity) [Authors, Sources, Institutes]
  69   pure $ Map.unions $ othersTerms <> [ngTerms]
  70
  71
  72 buildNgramsOthersList :: UserCorpusId
  73                       -> (Text -> Text)
  74                       -> NgramsType
  75                       -> Cmd err (Map NgramsType [NgramsElement])
  76 buildNgramsOthersList uCid groupIt nt = do
  77   ngs <- groupNodesByNgramsWith groupIt <$> getNodesByNgramsUser uCid nt
  78
  79   let
  80     listSize = 9
  81     all'     = List.reverse $ List.sortOn (Set.size . snd . snd) $ Map.toList ngs
  82
  83     graphTerms = List.take listSize all'
  84     candiTerms = List.drop listSize all'
  85
  86   pure $ Map.unionsWith (<>) [ toElements GraphTerm     graphTerms
  87                              , toElements CandidateTerm candiTerms
  88                              ]
  89     where
  90       toElements nType x =
  91         Map.fromList [(nt, [ mkNgramsElement t nType Nothing (mSetFromList [])
  92                            | (t,_ns) <- x
  93                            ]
  94                      )]
  95
  96 {-
  97 buildNgramsTermsList' :: UserCorpusId
  98                       -> (Text -> Text)
  99                       -> ((Text, (Set Text, Set NodeId)) -> Bool)
 100                       -> Int
 101                       -> Int
 102                       -> Cmd err (Map NgramsType [NgramsElement])
 103
 104 buildNgramsTermsList' uCid groupIt stop gls is = do
 105   ngs <- groupNodesByNgramsWith groupIt <$> getNodesByNgramsUser uCid NgramsTerms
 106
 107   let
 108     (stops, candidates) = partitionEithers
 109                           $ map (\t -> if stop t then Left t else Right t)
 110                           $ Map.toList
 111                           $ Map.filter ((\s' -> Set.size s' > 1) . snd) ngs
 112
 113     (maps, candidates') = takeScored gls is
 114                         $ getCoocByNgrams' snd (Diagonal True)
 115                         $ Map.fromList candidates
 116
 117
 118     toList' t = (fst t, (fromIntegral $ Set.size $ snd $ snd t, fst $ snd t))
 119
 120     (s,c,m) = (stops
 121        , List.filter (\(k,_) -> List.elem k candidates') candidates
 122        , List.filter (\(k,_) -> List.elem k maps) candidates
 123        )
 124
 125   let ngs' = List.concat
 126           $ map toNgramsElement
 127           $ map (\t -> (StopTerm     , toList' t)) s
 128          <> map (\t -> (CandidateTerm, toList' t)) c
 129          <> map (\t -> (GraphTerm    , toList' t)) m
 130
 131   pure $ Map.fromList [(NgramsTerms, ngs')]
 132 -}
 133
 134 buildNgramsTermsList :: Lang
 135                      -> Int
 136                      -> Int
 137                      -> StopSize
 138                      -> UserCorpusId
 139                      -> MasterCorpusId
 140                      -> Cmd err (Map NgramsType [NgramsElement])
 141 buildNgramsTermsList l n m s uCid mCid = do
 142   candidates <- sortTficf Down <$> getTficf uCid mCid NgramsTerms (ngramsGroup l n m)
 143
 144   let
 145     candidatesSize = 400
 146 {-
 147     a = 50
 148     b = 50
 149 -}
 150     candidatesHead = List.take candidatesSize candidates
 151     candidatesTail = List.drop candidatesSize candidates
 152
 153     termList =
 154           -- (toTermList a b ((isStopTerm s) . fst) candidatesHead)
 155                 (map (toList ((isStopTerm s) .fst) GraphTerm)     candidatesHead)
 156              <> (map (toList ((isStopTerm s) .fst) CandidateTerm) candidatesTail)
 157
 158     ngs = List.concat $ map toNgramsElement termList
 159
 160   pure $ Map.fromList [(NgramsTerms, ngs)]
 161
 162
 163 toTermList :: Int
 164            -> Int
 165            -> (a -> Bool)
 166            -> [a]
 167            -> [(ListType, a)]
 168 toTermList _ _ _ [] = []
 169 toTermList a b stop ns =  -- trace ("computing toTermList") $
 170                       map (toList stop CandidateTerm) xs
 171                    <> map (toList stop GraphTerm)     ys
 172                    <> toTermList a b stop zs
 173     where
 174       xs = take a ns
 175       xz = drop a ns
 176
 177       ys = take b xz
 178       zs = drop b xz
 179
 180
 181 toNgramsElement :: (ListType, (Text, (Double, Set Text))) -> [NgramsElement]
 182 toNgramsElement (listType, (_stem, (_score, setNgrams))) =
 183   case Set.toList setNgrams of
 184     []                -> []
 185     (parent:children) -> [parentElem] <> childrenElems
 186       where
 187         parentElem    = mkNgramsElement parent
 188                                         listType
 189                                         Nothing
 190                                         (mSetFromList children)
 191         childrenElems = map (\t -> mkNgramsElement t listType
 192                                                    (Just $ RootParent parent parent)
 193                                                    (mSetFromList [])
 194                             ) children
 195
 196
 197 toList :: (b -> Bool) -> ListType -> b -> (ListType, b)
 198 toList stop l n = case stop n of
 199     True  -> (StopTerm, n)
 200     False -> (l, n)
 201
 202
 203
 204 isStopTerm :: StopSize -> Text -> Bool
 205 isStopTerm (StopSize n) x = Text.length x < n || any isStopChar (Text.unpack x)
 206   where
 207     isStopChar c = not (c `elem` ("- /()%" :: [Char]) || Char.isAlpha c)