src/Gargantext/Text/Metrics.hs

   1 {-|
   2 Module      : Gargantext.Text.Metrics
   3 Description : All parsers of Gargantext in one file.
   4 Copyright   : (c) CNRS, 2017 - present
   5 License     : AGPL + CECILL v3
   6 Maintainer  : team@gargantext.org
   7 Stability   : experimental
   8 Portability : POSIX
   9
  10 Mainly reexport functions in @Data.Text.Metrics@
  11 -}
  12
  13 {-# LANGUAGE NoImplicitPrelude #-}
  14 {-# LANGUAGE OverloadedStrings #-}
  15
  16 module Gargantext.Text.Metrics
  17   where
  18
  19 import Data.Text (Text, pack)
  20 import Data.Map (Map)
  21
  22 import qualified Data.List as L
  23 import qualified Data.Map  as M
  24 import qualified Data.Text as T
  25 import Data.Tuple.Extra (both)
  26 --import GHC.Real (Ratio)
  27 --import qualified Data.Text.Metrics as DTM
  28 import Data.Array.Accelerate (toList)
  29
  30
  31 import Gargantext.Prelude
  32
  33 import Gargantext.Text.Metrics.Count (occurrences, cooc)
  34 import Gargantext.Text.Terms (TermType(MonoMulti), terms)
  35 import Gargantext.Core (Lang(EN))
  36 import Gargantext.Core.Types (Terms(..))
  37 import Gargantext.Text.Context (splitBy, SplitContext(Sentences))
  38
  39 import Gargantext.Viz.Graph.Distances.Matrice
  40 import Gargantext.Viz.Graph.Index
  41
  42 --noApax :: Ord a => Map a Occ -> Map a Occ
  43 --noApax m = M.filter (>1) m
  44
  45
  46 metrics_text :: Text
  47 metrics_text = T.intercalate " " metrics_sentences
  48
  49 metrics_sentences' :: [Text]
  50 metrics_sentences' = splitBy (Sentences 0) metrics_text
  51
  52 -- | Sentences
  53 metrics_sentences :: [Text]
  54 metrics_sentences = [ "There is a table with a glass of wine and a spoon."
  55                     , "I can see the glass on the table."
  56                     , "There was only a spoon on that table."
  57                     , "The glass just fall from the table, pouring wine on the floor."
  58                     , "I wish the glass did not contain wine."
  59                     ]
  60
  61 metrics_sentences_Test = metrics_sentences == metrics_sentences'
  62
  63 -- | Terms reordered to visually check occurrences
  64 metrics_terms :: IO [[Terms]]
  65 metrics_terms = mapM (terms MonoMulti EN) $ splitBy (Sentences 0) metrics_text
  66
  67 -- | Occurrences
  68 {-
  69 fromList [ (fromList ["table"] ,fromList [(["table"] , 3 )])]
  70          , (fromList ["object"],fromList [(["object"], 3 )])
  71          , (fromList ["glas"]  ,fromList [(["glas"]  , 2 )])
  72          , (fromList ["spoon"] ,fromList [(["spoon"] , 2 )])
  73 -}
  74 metrics_occ = occurrences <$> L.concat <$> metrics_terms
  75
  76 {-
  77 -- fromList [((["glas"],["object"]),6)
  78             ,((["glas"],["spoon"]),4)
  79             ,((["glas"],["table"]),6),((["object"],["spoon"]),6),((["object"],["table"]),9),((["spoon"],["table"]),6)]
  80
  81 -}
  82 metrics_cooc = cooc <$> metrics_terms
  83 metrics_cooc_mat = do
  84   m <- metrics_cooc
  85   let (ti,_) = createIndices m
  86   let mat_cooc = cooc2mat ti m
  87   pure ( ti
  88        , mat_cooc
  89        , incExcSpeGen_proba mat_cooc
  90        , incExcSpeGen'      mat_cooc
  91        )
  92
  93
  94 metrics_incExcSpeGen = incExcSpeGen <$> metrics_cooc
  95
  96 incExcSpeGen :: Ord t => Map (t,t) Int -> ([(t,Double)],[(t,Double)])
  97 incExcSpeGen m = both (\x -> L.reverse $ L.sortOn snd $ zip (map snd $ M.toList fi) (toList x) )
  98                       (incExcSpeGen' $ cooc2mat ti m     )
  99   where
 100     (ti,fi) = createIndices m
 101
 102