[ngrams] some refactoring: Gargantext.Core.Text.Ngrams module

This contains only data, removes some Database dependency in imports.

bin/gargantext-phylo/Main.hs

@@ -34,6 +34,7 @@ import Gargantext.Core.Text.Corpus.Parsers (FileFormat(..), FileType(..), parseF
 import Gargantext.Core.Text.Corpus.Parsers.CSV (csv_title, csv_abstract, csv_publication_year, csv_publication_month, csv_publication_day, csv'_source, csv'_title, csv'_abstract, csv'_publication_year, csv'_publication_month, csv'_publication_day, csv'_weight)
 import Gargantext.Core.Text.Corpus.Parsers.CSV qualified as Csv
 import Gargantext.Core.Text.List.Formats.CSV (csvMapTermList)
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Text.Terms.WithList (Patterns, buildPatterns, extractTermsWithList)
 import Gargantext.Core.Types.Main (ListType(..))
 import Gargantext.Core.Viz.Phylo
@@ -42,7 +43,6 @@ import Gargantext.Core.Viz.Phylo.PhyloExport (toPhyloExport, dotToFile)
 import Gargantext.Core.Viz.Phylo.PhyloMaker  (toPhylo, toPhyloWithoutLink)
 import Gargantext.Core.Viz.Phylo.PhyloTools  (printIOMsg, printIOComment, setConfig, toPeriods, getTimePeriod, getTimeStep)
 import Gargantext.Database.Admin.Types.Hyperdata (HyperdataDocument(..))
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Prelude hiding (hash, replace)
 import Prelude qualified
 import System.Directory (listDirectory,doesFileExist)

bin/gargantext-phylo/Phylo/Common.hs

@@ -18,13 +18,13 @@ import Gargantext.Core.Text.Corpus.Parsers (FileFormat(..), FileType(..), parseF
 import Gargantext.Core.Text.Corpus.Parsers.CSV (csv_title, csv_abstract, csv_publication_year, csv_publication_month, csv_publication_day, csv'_source, csv'_title, csv'_abstract, csv'_publication_year, csv'_publication_month, csv'_publication_day, csv'_weight)
 import Gargantext.Core.Text.Corpus.Parsers.CSV qualified as Csv
 import Gargantext.Core.Text.List.Formats.CSV (csvMapTermList)
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Text.Terms.WithList (Patterns, buildPatterns, extractTermsWithList)
 import Gargantext.Core.Types.Main (ListType(..))
 import Gargantext.Core.Viz.Phylo
 import Gargantext.Core.Viz.Phylo.API.Tools
 import Gargantext.Core.Viz.Phylo.PhyloTools  (toPeriods, getTimePeriod, getTimeStep)
 import Gargantext.Database.Admin.Types.Hyperdata (HyperdataDocument(..))
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Prelude hiding (hash, replace)
 import Prelude qualified
 import System.Directory (listDirectory)

gargantext.cabal

@@ -153,6 +153,7 @@ library
       Gargantext.Core.Text.Metrics.CharByChar
       Gargantext.Core.Text.Metrics.Count
       Gargantext.Core.Text.Metrics.TFICF
+      Gargantext.Core.Text.Ngrams
       Gargantext.Core.Text.Prepare
       Gargantext.Core.Text.Search
       Gargantext.Core.Text.Terms

src/Gargantext/API/Ngrams.hs

@@ -19,11 +19,10 @@ add get
 {-# OPTIONS_GHC -fno-warn-deprecations #-}
 
 {-# LANGUAGE ConstraintKinds   #-}
+{-# LANGUAGE IncoherentInstances #-}
 {-# LANGUAGE ScopedTypeVariables #-}
-{-# LANGUAGE TypeOperators     #-}
 {-# LANGUAGE TypeFamilies      #-}
-
-{-# LANGUAGE IncoherentInstances #-}
+{-# LANGUAGE TypeOperators     #-}
 
 
 module Gargantext.API.Ngrams
@@ -106,13 +105,13 @@ import Gargantext.API.Ngrams.Tools (getNodeStory)
 import Gargantext.API.Ngrams.Types
 import Gargantext.API.Prelude ( GargM )
 import Gargantext.Core.NodeStory (ArchiveList, HasNodeStory, HasNodeArchiveStoryImmediateSaver(..), HasNodeStoryImmediateSaver(..), NgramsStatePatch', a_history, a_state, a_version, currentVersion)
+import Gargantext.Core.Text.Ngrams (Ngrams, NgramsType)
 import Gargantext.Core.Types (ListType(..), NodeId, ListId, DocId, TODO, assertValid, HasValidationError, ContextId)
 import Gargantext.Core.Types.Query (Limit(..), Offset(..), MinSize(..), MaxSize(..))
 import Gargantext.Database.Action.Metrics.NgramsByContext (getOccByNgramsOnlyFast)
 import Gargantext.Database.Admin.Config (userMaster)
 import Gargantext.Database.Admin.Types.Node (NodeType(..))
-import Gargantext.Database.Query.Table.Ngrams ( text2ngrams, Ngrams, insertNgrams, selectNgramsByDoc )
-import Gargantext.Database.Schema.Ngrams qualified as TableNgrams
+import Gargantext.Database.Query.Table.Ngrams ( text2ngrams, insertNgrams, selectNgramsByDoc )
 import Gargantext.Database.Query.Table.Node (getNode)
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError)
 import Gargantext.Database.Query.Table.Node.Select ( selectNodesWithUsername )
@@ -179,7 +178,7 @@ listTypeConflictResolution :: ListType -> ListType -> ListType
 listTypeConflictResolution _ _ = undefined -- TODO Use Map User ListType
 
 
-ngramsStatePatchConflictResolution :: TableNgrams.NgramsType
+ngramsStatePatchConflictResolution :: NgramsType
                                    -> NgramsTerm
                                    -> ConflictResolutionNgramsPatch
 ngramsStatePatchConflictResolution _ngramsType _ngramsTerm
@@ -234,7 +233,7 @@ addListNgrams listId ngramsType nes = do
 -- UNSAFE
 setListNgrams :: HasNodeStory env err m
               => NodeId
-              -> TableNgrams.NgramsType
+              -> NgramsType
               -> Map NgramsTerm NgramsRepoElement
               -> m ()
 setListNgrams listId ngramsType ns = do
@@ -357,7 +356,7 @@ commitStatePatch listId (Versioned _p_version p) = do
 -- This is a special case of tableNgramsPut where the input patch is empty.
 tableNgramsPull :: HasNodeStory env err m
                 => ListId
-                -> TableNgrams.NgramsType
+                -> NgramsType
                 -> Version
                 -> m (Versioned NgramsTablePatch)
 tableNgramsPull listId ngramsType p_version = do
@@ -487,7 +486,7 @@ tableNgramsPostChartsAsync utn jobHandle = do
 
 getNgramsTableMap :: HasNodeStory env err m
                   => NodeId
-                  -> TableNgrams.NgramsType
+                  -> NgramsType
                   -> m (Versioned NgramsTableMap)
 getNgramsTableMap nodeId ngramsType = do
   a <- getNodeStory nodeId
@@ -498,7 +497,7 @@ getNgramsTableMap nodeId ngramsType = do
 dumpJsonTableMap :: HasNodeStory env err m
                  => Text
                  -> NodeId
-                 -> TableNgrams.NgramsType
+                 -> NgramsType
                  -> m ()
 dumpJsonTableMap fpath nodeId ngramsType = do
   m <- getNgramsTableMap nodeId ngramsType
@@ -617,7 +616,7 @@ getNgramsTable' :: forall env err m.
                    , HasNodeError err )
                 => NodeId
                 -> ListId
-                -> TableNgrams.NgramsType
+                -> NgramsType
                 -> m (Versioned (Map.Map NgramsTerm NgramsElement))
 getNgramsTable' nId listId ngramsType = do
   tableMap <- getNgramsTableMap listId ngramsType
@@ -631,7 +630,7 @@ setNgramsTableScores :: forall env err m t.
                         , HasNodeError err )
                      => NodeId
                      -> ListId
-                     -> TableNgrams.NgramsType
+                     -> NgramsType
                      -> t
                      -> m t
 setNgramsTableScores nId listId ngramsType table = do
@@ -821,7 +820,7 @@ apiNgramsAsync _dId =
 -- * listNgramsChangedSince: good precision, good bandwidth, bad computation.
 -- * tableNgramsPull: good precision, good bandwidth (if you use the received data!), bad computation.
 listNgramsChangedSince :: HasNodeStory env err m
-                       => ListId -> TableNgrams.NgramsType -> Version -> m (Versioned Bool)
+                       => ListId -> NgramsType -> Version -> m (Versioned Bool)
 listNgramsChangedSince listId ngramsType version
   | version < 0 =
       Versioned <$> currentVersion listId <*> pure True

src/Gargantext/API/Ngrams/List.hs

@@ -10,7 +10,6 @@ Portability : POSIX
 -}
 
 {-# LANGUAGE ScopedTypeVariables #-}
-{-# LANGUAGE TemplateHaskell     #-}
 {-# LANGUAGE TypeApplications    #-}
 {-# LANGUAGE TypeOperators       #-}
 {-# LANGUAGE ViewPatterns        #-}
@@ -29,21 +28,21 @@ import Data.Text (concat, pack, splitOn)
 import Data.Vector (Vector)
 import Data.Vector qualified as Vec
 import Gargantext.API.Admin.EnvTypes (Env, GargJob(..))
-import Gargantext.API.Admin.Orchestrator.Types
-import Gargantext.API.Errors.Types
+import Gargantext.API.Admin.Orchestrator.Types ( AsyncJobs, JobLog )
+import Gargantext.API.Errors.Types (BackendInternalError)
 import Gargantext.API.Ngrams (setListNgrams)
 import Gargantext.API.Ngrams.List.Types
 import Gargantext.API.Ngrams.Prelude (getNgramsList)
 import Gargantext.API.Ngrams.Types
 import Gargantext.API.Prelude (GargServer, GargM, serverError, HasServerError)
-import Gargantext.API.Types
-import Gargantext.Core.NodeStory
+import Gargantext.API.Types (HTML)
+import Gargantext.Core.NodeStory.Types ( HasNodeStory )
+import Gargantext.Core.Text.Ngrams (Ngrams, NgramsType(NgramsTerms))
 import Gargantext.Core.Types.Main (ListType(..))
 import Gargantext.Database.Action.Flow (reIndexWith)
-import Gargantext.Database.Admin.Types.Node
-import Gargantext.Database.Query.Table.Ngrams qualified as TableNgrams
+import Gargantext.Database.Admin.Types.Node ( NodeId(_NodeId), ListId )
 import Gargantext.Database.Query.Table.Node (getNode)
-import Gargantext.Database.Schema.Ngrams
+import Gargantext.Database.Schema.Ngrams ( text2ngrams, NgramsId )
 import Gargantext.Database.Schema.Node (_node_parent_id)
 import Gargantext.Database.Types (Indexed(..))
 import Gargantext.Prelude hiding (concat, toList)
@@ -113,7 +112,7 @@ getCsv :: HasNodeStory env err m
        -> m (Headers '[Header "Content-Disposition" Text] NgramsTableMap)
 getCsv lId = do
   lst <- getNgramsList lId
-  pure $ case Map.lookup TableNgrams.NgramsTerms lst of
+  pure $ case Map.lookup NgramsTerms lst of
     Nothing -> noHeader Map.empty
     Just (Versioned { _v_data }) ->
       addHeader (concat [ "attachment; filename=GarganText_NgramsList-"

src/Gargantext/API/Ngrams/Prelude.hs

@@ -25,9 +25,9 @@ import Gargantext.API.Ngrams.Types
 import Gargantext.Core.NodeStory.Types ( HasNodeStory )
 import Gargantext.Core.Text.Context (TermList)
 import Gargantext.Core.Text.List.Social.Prelude ( unPatchMapToHashMap )
+import Gargantext.Core.Text.Ngrams (NgramsType, ngramsTypes)
 import Gargantext.Core.Types.Main ( ListType )
 import Gargantext.Database.Admin.Types.Node (ListId)
-import Gargantext.Database.Schema.Ngrams (NgramsType, ngramsTypes)
 import Gargantext.Prelude
 
 
@@ -61,7 +61,7 @@ toTermList lt nt nl = toTermList' lt <$> Map.lookup nt nl
       where
         toTerm = Text.splitOn " " . unNgramsTerm
 
-        (roots, children) = List.partition (\(_t, nre) -> view nre_root nre == Nothing)
+        (roots, children) = List.partition (\(_t, nre) -> isNothing (view nre_root nre))
                           $ List.filter (\(_t,nre) -> view nre_list nre == lt'') ns
 
         roots'    = map (\(t,nre) -> (t, map toTerm $ unMSet $ view nre_children nre )) roots

src/Gargantext/API/Ngrams/Tools.hs

@@ -12,7 +12,6 @@ Portability : POSIX
 {-# LANGUAGE TypeFamilies  #-}
 {-# LANGUAGE TypeOperators #-}
 {-# OPTIONS_GHC -Wno-unrecognised-pragmas #-}
-{-# HLINT ignore "Use infix" #-}
 
 module Gargantext.API.Ngrams.Tools
   where
@@ -24,11 +23,11 @@ import Data.HashMap.Strict qualified as HM
 import Data.Map.Strict qualified as Map
 import Data.Set qualified as Set
 -- import GHC.Conc (TVar, readTVar)
-import Gargantext.API.Ngrams.Types
-import Gargantext.Core.NodeStory
+import Gargantext.API.Ngrams.Types ( NgramsTerm(unNgramsTerm), NgramsRepoElement(_nre_root, _nre_list) )
+import Gargantext.Core.NodeStory.Types
+import Gargantext.Core.Text.Ngrams (NgramsType)
 import Gargantext.Core.Types.Main ( ListType(..) )
 import Gargantext.Database.Admin.Types.Node ( NodeId, ListId )
-import Gargantext.Database.Schema.Ngrams (NgramsType)
 import Gargantext.Prelude
 
 

src/Gargantext/API/Ngrams/Types.hs

@@ -37,12 +37,12 @@ import Data.Validity ( Validity(..) )
 import Database.PostgreSQL.Simple.FromField (FromField, fromField, fromJSONField)
 import Database.PostgreSQL.Simple.ToField (ToField, toJSONField, toField)
 import Gargantext.Core.Text (size)
+import Gargantext.Core.Text.Ngrams qualified as Ngrams
 import Gargantext.Core.Types (ListType(..), ListId, NodeId, TODO)
 import Gargantext.Core.Types.Query (Limit, Offset, MaxSize, MinSize)
 import Gargantext.Core.Utils.Prefix (unPrefix, unPrefixUntagged, unPrefixSwagger, wellNamedSchema)
 import Gargantext.Database.Admin.Types.Node (ContextId)
 import Gargantext.Database.Prelude (fromField', HasConnectionPool, HasConfig, CmdM')
-import Gargantext.Database.Schema.Ngrams qualified as TableNgrams
 import Gargantext.Prelude hiding (IsString, hash, from, replace, to)
 import Gargantext.Prelude.Crypto.Hash (IsHashable(..))
 import Gargantext.Utils.Servant (CSV, ZIP)
@@ -551,7 +551,7 @@ instance ToField NgramsTablePatch
   where
     toField = toJSONField
 
-instance FromField (PatchMap TableNgrams.NgramsType (PatchMap NodeId NgramsTablePatch))
+instance FromField (PatchMap Ngrams.NgramsType (PatchMap NodeId NgramsTablePatch))
   where
     fromField = fromField'
 
@@ -747,21 +747,21 @@ type RepoCmdM   env err m =
 
 
 -- Instances
-instance FromHttpApiData (Map TableNgrams.NgramsType (Versioned NgramsTableMap))
+instance FromHttpApiData (Map Ngrams.NgramsType (Versioned NgramsTableMap))
   where
     parseUrlPiece x = maybeToEither x (decode $ cs x)
 
-instance ToHttpApiData (Map TableNgrams.NgramsType (Versioned NgramsTableMap)) where
+instance ToHttpApiData (Map Ngrams.NgramsType (Versioned NgramsTableMap)) where
   toUrlPiece m = cs (encode m)
 
-ngramsTypeFromTabType :: TabType -> TableNgrams.NgramsType
+ngramsTypeFromTabType :: TabType -> Ngrams.NgramsType
 ngramsTypeFromTabType tabType =
   let here = "Garg.API.Ngrams: " :: Text in
     case tabType of
-      Sources    -> TableNgrams.Sources
-      Authors    -> TableNgrams.Authors
-      Institutes -> TableNgrams.Institutes
-      Terms      -> TableNgrams.NgramsTerms
+      Sources    -> Ngrams.Sources
+      Authors    -> Ngrams.Authors
+      Institutes -> Ngrams.Institutes
+      Terms      -> Ngrams.NgramsTerms
       _          -> panicTrace $ here <> "No Ngrams for this tab"
       -- TODO: This `panic` would disapear with custom NgramsType.
 
@@ -784,7 +784,7 @@ instance ToSchema UpdateTableNgramsCharts where
   declareNamedSchema = genericDeclareNamedSchema (unPrefixSwagger "_utn_")
 
 ------------------------------------------------------------------------
-type NgramsList = (Map TableNgrams.NgramsType (Versioned NgramsTableMap))
+type NgramsList = (Map Ngrams.NgramsType (Versioned NgramsTableMap))
 
 
 -- | Same as NgramsList, but wraps node_id so that the inner .json file can have proper name

src/Gargantext/API/Node/Corpus/Export.hs

@@ -27,7 +27,9 @@ import Gargantext.API.Node.Corpus.Export.Types ( Corpus(..) )
 import Gargantext.API.Node.Document.Export.Types qualified as DocumentExport
 import Gargantext.API.Prelude (GargNoServer)
 import Gargantext.Core.NodeStory.Types ( NodeListStory )
-import Gargantext.Core.Types
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
+import Gargantext.Core.Types.Main ( ListType(MapTerm) )
+import Gargantext.Database.Admin.Types.Node
 import Gargantext.Database.Action.Metrics.NgramsByContext (getNgramsByContextOnlyUser)
 import Gargantext.Database.Admin.Config (userMaster)
 import Gargantext.Database.Admin.Types.Hyperdata.Document ( HyperdataDocument(..) )
@@ -37,7 +39,6 @@ import Gargantext.Database.Query.Table.Node.Error (HasNodeError)
 import Gargantext.Database.Query.Table.Node.Select (selectNodesWithUsername)
 import Gargantext.Database.Query.Table.NodeContext (selectDocNodes)
 import Gargantext.Database.Schema.Context (_context_id)
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Prelude hiding (hash)
 import Gargantext.Prelude.Crypto.Hash (hash)
 import Servant (Headers, Header, addHeader)

src/Gargantext/API/Node/Corpus/Export/Types.hs

@@ -14,13 +14,13 @@ Portability : POSIX
 module Gargantext.API.Node.Corpus.Export.Types where
 
 import Data.Aeson.TH (deriveJSON)
-import Data.Swagger
+import Data.Swagger ( ToSchema(..), genericDeclareNamedSchema, ToParamSchema(..) )
 import Data.Text (Text)
 import GHC.Generics (Generic)
-import qualified Gargantext.API.Node.Document.Export.Types as DocumentExport
-import Gargantext.Core.Types
+import Gargantext.API.Node.Document.Export.Types qualified as DocumentExport
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
+import Gargantext.Core.Types ( ListId, TODO )
 import Gargantext.Core.Utils.Prefix (unPrefix, unPrefixSwagger)
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Servant
 
 

src/Gargantext/API/Node/Update.hs

@@ -9,9 +9,8 @@ Portability : POSIX
 
 -}
 
-{-# LANGUAGE TemplateHaskell    #-}
-{-# LANGUAGE TypeOperators      #-}
 {-# OPTIONS_GHC -fno-warn-orphans #-}
+{-# LANGUAGE TypeOperators      #-}
 
 module Gargantext.API.Node.Update
       where
@@ -19,16 +18,17 @@ module Gargantext.API.Node.Update
 import Control.Lens (view)
 import Data.Aeson
 import Data.Set qualified as Set
-import Data.Swagger
+import Data.Swagger ( ToSchema )
 import Gargantext.API.Admin.EnvTypes (GargJob(..), Env)
 import Gargantext.API.Admin.Orchestrator.Types (JobLog(..), AsyncJobs)
 import Gargantext.API.Admin.Types (HasSettings)
-import Gargantext.API.Errors.Types
+import Gargantext.API.Errors.Types ( BackendInternalError )
 import Gargantext.API.Metrics qualified as Metrics
 import Gargantext.API.Ngrams.Types qualified as NgramsTypes
 import Gargantext.API.Prelude (GargM, simuLogs)
 import Gargantext.Core.Methods.Similarities (GraphMetric(..))
-import Gargantext.Core.NodeStory (HasNodeStory)
+import Gargantext.Core.NodeStory.Types (HasNodeStory)
+import Gargantext.Core.Text.Ngrams (NgramsType(NgramsTerms))
 import Gargantext.Core.Types.Main (ListType(..))
 import Gargantext.Core.Viz.Graph.API (recomputeGraph)
 import Gargantext.Core.Viz.Graph.Tools (PartitionMethod(..), BridgenessMethod(..))
@@ -38,20 +38,19 @@ import Gargantext.Core.Viz.Phylo.API.Tools (flowPhyloAPI)
 import Gargantext.Database.Action.Flow (reIndexWith)
 import Gargantext.Database.Action.Flow.Pairing (pairing)
 import Gargantext.Database.Action.Metrics (updateNgramsOccurrences, updateContextScore)
-import Gargantext.Database.Admin.Types.Hyperdata
-import Gargantext.Database.Admin.Types.Node
+import Gargantext.Database.Admin.Types.Hyperdata.Phylo ( HyperdataPhylo(HyperdataPhylo) )
+import Gargantext.Database.Admin.Types.Node ( NodeId, NodeType(NodeCorpus, NodeAnnuaire) )
 import Gargantext.Database.Query.Table.Node (defaultList, getNode)
 import Gargantext.Database.Query.Table.Node.UpdateOpaleye (updateHyperdata)
-import Gargantext.Database.Schema.Ngrams (NgramsType(NgramsTerms))
 import Gargantext.Database.Schema.Node (node_parent_id)
 import Gargantext.Prelude
+import Gargantext.System.Logging ( MonadLogger )
 import Gargantext.Utils.Aeson qualified as GUA
 import Gargantext.Utils.Jobs (serveJobsAPI, MonadJobStatus(..))
+import Gargantext.Utils.UTCTime (timeMeasured)
 import Servant
 import Test.QuickCheck (elements)
-import Test.QuickCheck.Arbitrary
-import Gargantext.Utils.UTCTime (timeMeasured)
-import Gargantext.System.Logging
+import Test.QuickCheck.Arbitrary ( Arbitrary(arbitrary) )
 
 ------------------------------------------------------------------------
 type API = Summary " Update node according to NodeType params"

src/Gargantext/Core/Flow/Types.hs

@@ -14,8 +14,8 @@ Portability : POSIX
 
 module Gargantext.Core.Flow.Types where
 
-import Control.Lens
-import Gargantext.Database.Admin.Types.Node
+import Control.Lens ( Lens' )
+import Gargantext.Database.Admin.Types.Node ( Node )
 import Gargantext.Database.Schema.Node (node_hash_id)
 import Gargantext.Prelude
 import Gargantext.Prelude.Crypto.Hash (Hash)

src/Gargantext/Core/NodeStory.hs

@@ -73,10 +73,10 @@ import Database.PostgreSQL.Simple.ToField qualified as PGS
 import Gargantext.API.Ngrams.Types
 import Gargantext.Core.NodeStory.DB
 import Gargantext.Core.NodeStory.Types
+import Gargantext.Core.Text.Ngrams qualified as Ngrams
 import Gargantext.Database.Admin.Types.Node ( ListId, NodeId(..) )
 import Gargantext.Database.Admin.Config ()
 import Gargantext.Database.Prelude (HasConnectionPool(..))
-import Gargantext.Database.Query.Table.Ngrams qualified as TableNgrams
 import Gargantext.Prelude hiding (to)
 import Gargantext.Prelude.Database ( runPGSAdvisoryXactLock, runPGSExecute, runPGSQuery )
 
@@ -84,7 +84,7 @@ import Gargantext.Prelude.Database ( runPGSAdvisoryXactLock, runPGSExecute, runP
 getNodeStory' :: PGS.Connection -> NodeId -> IO ArchiveList
 getNodeStory' c nId = do
   --res <- withResource pool $ \c -> runSelect c query :: IO [NodeStoryPoly NodeId Version Int Int NgramsRepoElement]
-  res <- runPGSQuery c nodeStoriesQuery (PGS.Only $ PGS.toField nId) :: IO [(Version, TableNgrams.NgramsType, NgramsTerm, NgramsRepoElement)]
+  res <- runPGSQuery c nodeStoriesQuery (PGS.Only $ PGS.toField nId) :: IO [(Version, Ngrams.NgramsType, NgramsTerm, NgramsRepoElement)]
   -- We have multiple rows with same node_id and different (ngrams_type_id, ngrams_id).
   -- Need to create a map: {<node_id>: {<ngrams_type_id>: {<ngrams_id>: <data>}}}
   let dbData = map (\(version, ngramsType, ngrams, ngrams_repo_element) ->
@@ -341,13 +341,13 @@ fixNodeStoryVersions = do
     -- printDebug "[fixNodeStoryVersions] nIds" nIds
     mapM_ (\(PGS.Only nId) -> do
         -- printDebug "[fixNodeStoryVersions] nId" nId
-        updateVer c TableNgrams.Authors nId
+        updateVer c Ngrams.Authors nId
 
-        updateVer c TableNgrams.Institutes nId
+        updateVer c Ngrams.Institutes nId
 
-        updateVer c TableNgrams.Sources nId
+        updateVer c Ngrams.Sources nId
 
-        updateVer c TableNgrams.NgramsTerms nId
+        updateVer c Ngrams.NgramsTerms nId
 
         pure ()
       ) nIds
@@ -363,7 +363,7 @@ fixNodeStoryVersions = do
                          SET version = ?
                          WHERE node_id = ?
                            AND ngrams_type_id = ? |]
-    updateVer :: PGS.Connection -> TableNgrams.NgramsType -> Int64 -> IO ()
+    updateVer :: PGS.Connection -> Ngrams.NgramsType -> Int64 -> IO ()
     updateVer c ngramsType nId = do
       maxVer <- runPGSQuery c maxVerQuery (nId, ngramsType) :: IO [PGS.Only (Maybe Int64)]
       case maxVer of

src/Gargantext/Core/NodeStory/DB.hs

@@ -12,7 +12,6 @@ Portability : POSIX
 {-# LANGUAGE Arrows #-}
 {-# LANGUAGE ConstraintKinds   #-}
 {-# LANGUAGE QuasiQuotes #-}
-{-# LANGUAGE TemplateHaskell   #-}
 
 module Gargantext.Core.NodeStory.DB
   ( nodeExists
@@ -27,22 +26,20 @@ module Gargantext.Core.NodeStory.DB
 where
 
 import Control.Lens ((^.))
-import Control.Monad.Except
 import Data.HashMap.Strict (HashMap)
 import Data.HashMap.Strict qualified as HashMap
 import Data.Map.Strict qualified as Map
 import Data.Map.Strict.Patch qualified as PM
-import Data.Monoid
 import Database.PostgreSQL.Simple qualified as PGS
 import Database.PostgreSQL.Simple.SqlQQ (sql)
 import Database.PostgreSQL.Simple.Types (Values(..), QualifiedIdentifier(..))
 import Gargantext.API.Ngrams.Types
 import Gargantext.Core (toDBid)
-import Gargantext.Core.NodeStory.Types
-import Gargantext.Core.Types (NodeId(..), NodeType)
+import Gargantext.Core.NodeStory.Types ( a_state, a_version, ArchiveList, ArchiveStateList, NgramsStatePatch' )
+import Gargantext.Core.Text.Ngrams (NgramsType)
+import Gargantext.Database.Admin.Types.Node ( NodeId(..), NodeType )
 import Gargantext.Database.Admin.Config ()
-import Gargantext.Database.Query.Table.Ngrams qualified as TableNgrams
-import Gargantext.Database.Schema.Ngrams (NgramsType)
+import Gargantext.Database.Schema.Ngrams ()
 import Gargantext.Prelude hiding (to)
 import Gargantext.Prelude.Database
 
@@ -70,7 +67,7 @@ getNodesArchiveHistory :: PGS.Connection
                        -> IO [(NodeId, (Map NgramsType [HashMap NgramsTerm NgramsPatch]))]
 getNodesArchiveHistory c nodesId = do
   as <- runPGSQuery c query (PGS.Only $ Values fields nodesId)
-                            :: IO [(Int, TableNgrams.NgramsType, NgramsTerm, NgramsPatch)]
+                            :: IO [(Int, NgramsType, NgramsTerm, NgramsPatch)]
 
   pure $ map (\(nId, ngramsType, terms, patch)
                -> ( UnsafeMkNodeId nId
@@ -96,11 +93,11 @@ insertNodeArchiveHistory _ _ _ [] = pure ()
 insertNodeArchiveHistory c nodeId version (h:hs) = do
   let tuples = mconcat $ (\(nType, NgramsTablePatch patch) ->
                            (\(term, p) ->
-                              (nodeId, nType, term, p)) <$> PM.toList patch) <$> PM.toList h :: [(NodeId, TableNgrams.NgramsType, NgramsTerm, NgramsPatch)]
+                              (nodeId, nType, term, p)) <$> PM.toList patch) <$> PM.toList h :: [(NodeId, NgramsType, NgramsTerm, NgramsPatch)]
   tuplesM <- mapM (\(nId, nType, term, patch) -> do
                       [PGS.Only ngramsId] <- runPGSReturning c qInsert [PGS.Only term] :: IO [PGS.Only Int]
                       pure (nId, nType, ngramsId, term, patch)
-                  ) tuples :: IO [(NodeId, TableNgrams.NgramsType, Int, NgramsTerm, NgramsPatch)]
+                  ) tuples :: IO [(NodeId, NgramsType, Int, NgramsTerm, NgramsPatch)]
   _ <- runPGSExecuteMany c query $ ((\(nId, nType, termId, _term, patch) -> (nId, nType, termId, patch, version)) <$> tuplesM)
   _ <- insertNodeArchiveHistory c nodeId version hs
   pure ()

src/Gargantext/Core/NodeStory/Types.hs

@@ -56,10 +56,10 @@ import Data.Set qualified as Set
 import Database.PostgreSQL.Simple.FromField (FromField(fromField), fromJSONField)
 import Gargantext.API.Ngrams.Types
 import Gargantext.Database.Admin.Types.Node ( NodeId(..) )
+import Gargantext.Core.Text.Ngrams qualified as Ngrams
 import Gargantext.Core.Utils.Prefix (unPrefix)
 import Gargantext.Database.Admin.Config ()
 import Gargantext.Database.Prelude (DbCmd')
-import Gargantext.Database.Schema.Ngrams qualified as TableNgrams
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError())
 import Gargantext.Prelude hiding (to)
 import Opaleye (DefaultFromField(..), SqlJsonb, fromPGSFromField)
@@ -100,8 +100,8 @@ instance (Serialise s, Serialise p) => Serialise (Archive s p)
 type NodeListStory     = NodeStory NgramsState' NgramsStatePatch'
 
 -- NOTE: 'type NgramsTableMap = Map NgramsTerm NgramsRepoElement'
-type NgramsState'      = Map       TableNgrams.NgramsType NgramsTableMap
-type NgramsStatePatch' = PatchMap  TableNgrams.NgramsType NgramsTablePatch
+type NgramsState'      = Map       Ngrams.NgramsType NgramsTableMap
+type NgramsStatePatch' = PatchMap  Ngrams.NgramsType NgramsTablePatch
 -- instance Serialise NgramsStatePatch'
 instance FromField (Archive NgramsState' NgramsStatePatch')
   where
@@ -167,7 +167,7 @@ initNodeListStoryMock = NodeStory $ Map.singleton nodeListId archive
     archive = Archive { _a_version = 0
                       , _a_state = ngramsTableMap
                       , _a_history = [] }
-    ngramsTableMap = Map.singleton TableNgrams.NgramsTerms
+    ngramsTableMap = Map.singleton Ngrams.NgramsTerms
                    $ Map.fromList
                    [ (n ^. ne_ngrams, ngramsElementToRepo n)
                    | n <- mockTable ^. _NgramsTable
@@ -231,8 +231,8 @@ class HasNodeArchiveStoryImmediateSaver env where
 
 
 
-type ArchiveStateList = [(TableNgrams.NgramsType, NgramsTerm, NgramsRepoElement)]
-type ArchiveStateSet = Set.Set (TableNgrams.NgramsType, NgramsTerm)
+type ArchiveStateList = [(Ngrams.NgramsType, NgramsTerm, NgramsRepoElement)]
+type ArchiveStateSet = Set.Set (Ngrams.NgramsType, NgramsTerm)
 
 ------------------------------------------------------------------------
 ------------------------------------------------------------------------

src/Gargantext/Core/Text/Corpus/Parsers.hs

@@ -46,11 +46,11 @@ import Gargantext.Core.Text.Corpus.Parsers.JSON (parseJSONC, parseIstex)
 import Gargantext.Core.Text.Corpus.Parsers.RIS qualified as RIS
 import Gargantext.Core.Text.Corpus.Parsers.RIS.Presse (presseEnrich)
 import Gargantext.Core.Text.Corpus.Parsers.WOS qualified as WOS
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Database.Admin.Types.Hyperdata.Document ( HyperdataDocument(..) )
-import Gargantext.Database.Query.Table.Ngrams (NgramsType(..))
 import Gargantext.Prelude hiding (show, undefined)
 import Gargantext.Utils.Zip qualified as UZip
-import Protolude
+import Protolude ( show )
 import System.FilePath (takeExtension)
 ------------------------------------------------------------------------
 

src/Gargantext/Core/Text/List.hs

@@ -34,6 +34,7 @@ import Gargantext.Core.Text.List.Group.WithStem
 import Gargantext.Core.Text.List.Social ( FlowSocialListWith, flowSocialList )
 import Gargantext.Core.Text.List.Social.Prelude ( FlowListScores, FlowCont(FlowCont), flc_scores )
 import Gargantext.Core.Text.Metrics (scored', Scored(..), scored_speExc, scored_genInc, normalizeGlobal, normalizeLocal, scored_terms)
+import Gargantext.Core.Text.Ngrams (NgramsType(..), Ngrams(..))
 import Gargantext.Core.Types.Individu (User(..))
 import Gargantext.Core.Types.Main ( ListType(..) )
 import Gargantext.Data.HashMap.Strict.Utils qualified as HashMap
@@ -45,7 +46,7 @@ import Gargantext.Database.Query.Table.NgramsPostag (selectLems)
 import Gargantext.Database.Query.Table.Node (defaultList)
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError())
 import Gargantext.Database.Query.Tree.Error (HasTreeError)
-import Gargantext.Database.Schema.Ngrams (NgramsType(..), Ngrams(..), text2ngrams)
+import Gargantext.Database.Schema.Ngrams (text2ngrams)
 import Gargantext.Prelude
 
 {-
@@ -118,8 +119,7 @@ buildNgramsOthersList user uCid mfslw _groupParams (nt, MapListSize mapListSize,
                             $ List.take maxListSize
                             $ List.sortOn (Down . viewScore . snd)
                             $ HashMap.toList tailTerms'
-
-
+    
   pure $ Map.fromList [( nt, List.take maxListSize $ toNgramsElement stopTerms
                           <> toNgramsElement mapTerms
                           <> toNgramsElement (setListType (Just MapTerm      ) mapTerms')
@@ -127,6 +127,14 @@ buildNgramsOthersList user uCid mfslw _groupParams (nt, MapListSize mapListSize,
                           )]
 
 
+-- | https://gitlab.iscpif.fr/gargantext/haskell-gargantext/issues/169#note_10049
+-- Stemming can be useful if you do not have any context: ok for full text search then.
+-- 
+-- In document, we have context so we can add grammar and linguistics
+-- rules to be more precise than the stemmatization, that is why the
+-- lemmatization is used here to group. Basically it will avoid
+-- grouping homonyms in list. In search usually you add more context
+-- to "control" the stemmatization approximation.
 getGroupParams :: ( HasNodeError err
                   , HasTreeError err
                   )
@@ -191,6 +199,8 @@ buildNgramsTermsList user uCid mCid mfslw groupParams (nt, MapListSize mapListSi
 
     !(groupedMono, groupedMult)  = HashMap.partitionWithKey (\(NgramsTerm t) _v -> size t < 2) candidateTerms
 
+  -- void $ panicTrace $ "groupedWithList: " <> show groupedWithList
+
   -- printDebug "[buildNgramsTermsList] socialLists" socialLists
   -- printDebug "[buildNgramsTermsList] socialLists with scores" socialLists_Stemmed
   -- printDebug "[buildNgramsTermsList] groupedWithList" groupedWithList

src/Gargantext/Core/Text/List/Group/WithStem.hs

@@ -25,11 +25,11 @@ import Data.HashSet qualified as Set
 import Data.List qualified as List
 import Data.Map.Strict qualified as Map
 import Data.Text qualified as Text
-import Gargantext.API.Ngrams.Types
+import Gargantext.API.Ngrams.Types ( toNgramsPatch, NgramsPatch, NgramsTerm(..) )
 import Gargantext.Core (Lang(..), Form, Lem, NLPServerConfig)
-import Gargantext.Core.Text.List.Group.Prelude
-import Gargantext.Core.Text.List.Social.Patch
-import Gargantext.Core.Text.List.Social.Prelude
+import Gargantext.Core.Text.List.Group.Prelude ( Stem )
+import Gargantext.Core.Text.List.Social.Patch ( addScorePatch )
+import Gargantext.Core.Text.List.Social.Prelude ( FlowCont, FlowListScores )
 import Gargantext.Core.Text.Terms.Mono.Stem (stem, StemmingAlgorithm(..))
 import Gargantext.Prelude
 
@@ -43,7 +43,7 @@ addScoreStem groupParams ngrams fl = foldl' addScorePatch fl
 
 ------------------------------------------------------------------------
 -- | Main Types
-data StopSize = StopSize {unStopSize :: !Int}
+newtype StopSize = StopSize {unStopSize :: Int}
   deriving (Eq)
 
 -- | TODO: group with 2 terms only can be
@@ -80,7 +80,6 @@ groupWith (GroupParams { unGroupParams_lang = l }) t =
                   $ Text.splitOn " "
                   $ Text.replace "-" " "
                   $ unNgramsTerm t
-
 -- | This lemmatization group done with CoreNLP algo (or others)
 groupWith (GroupWithPosTag { _gwl_map = m }) t =
   case HashMap.lookup (unNgramsTerm t) m of

src/Gargantext/Core/Text/List/Social.hs

@@ -18,24 +18,23 @@ import Data.Aeson
 import Data.HashMap.Strict (HashMap)
 import Data.List qualified as List
 import Data.Map.Strict qualified as Map
-import Data.Pool
-import Data.Swagger
+import Data.Pool ( withResource )
+import Data.Swagger ( ToSchema(..), genericDeclareNamedSchema, defaultSchemaOptions )
 import Data.Text qualified as T
 import Data.Vector qualified as V
-import GHC.Generics
 import Gargantext.API.Ngrams.Types (NgramsTerm, NgramsPatch)
 import Gargantext.Core.NodeStory (getNodesArchiveHistory)
 import Gargantext.Core.Text.List.Social.Find (findListsId)
 import Gargantext.Core.Text.List.Social.Patch (addScorePatches)
 import Gargantext.Core.Text.List.Social.Prelude (FlowCont, FlowListScores)
+import Gargantext.Core.Text.Ngrams (NgramsType)
 import Gargantext.Core.Types.Individu (User)
 import Gargantext.Database.Admin.Types.Node (ListId)
 import Gargantext.Database.Prelude (DBCmd, connPool)
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError)
 import Gargantext.Database.Query.Tree (NodeMode(Private), HasTreeError)
-import Gargantext.Database.Schema.Ngrams (NgramsType)
 import Gargantext.Prelude
-import Test.QuickCheck
+import Test.QuickCheck ( Arbitrary(arbitrary), oneof, arbitraryBoundedEnum )
 import Web.Internal.HttpApiData (ToHttpApiData, FromHttpApiData, parseUrlPiece, toUrlPiece)
 ------------------------------------------------------------------------
 ------------------------------------------------------------------------

src/Gargantext/Core/Text/List/Social/Patch.hs

@@ -14,14 +14,13 @@ module Gargantext.Core.Text.List.Social.Patch
 import Control.Lens hiding (cons)
 import Data.HashMap.Strict (HashMap)
 import Data.HashMap.Strict qualified as HashMap
-import Data.List qualified as List
 import Data.Map.Strict qualified as Map
 import Data.Patch.Class qualified as Patch (Replace(..))
 import Gargantext.API.Ngrams.Prelude (unMSet, patchMSet_toList)
-import Gargantext.API.Ngrams.Types
+import Gargantext.API.Ngrams.Types ( NgramsTerm, nre_children, nre_list, MSet, NgramsPatch(..) )
 import Gargantext.Core.Text.List.Social.Prelude
-import Gargantext.Core.Types (ListId)
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
+import Gargantext.Database.Admin.Types.Node ( ListId )
 import Gargantext.Prelude
 
 addScorePatches :: NgramsType -> [ListId]
@@ -40,7 +39,7 @@ addScorePatchesList :: NgramsType
 addScorePatchesList nt repo fl lid =
   foldl' addScorePatch fl patches
   where
-    patches = maybe [] (List.concat . (map HashMap.toList)) patches'
+    patches = maybe [] (concatMap HashMap.toList) patches'
 
     patches' = do
       lists      <- Map.lookup lid repo

src/Gargantext/Core/Text/Ngrams.hs

+{-|
+Module      : Gargantext.Core.Text.Ngrams
+Description : Main Ngrams types
+Copyright   : (c) CNRS, 2017-Present
+License     : AGPL + CECILL v3
+Maintainer  : team@gargantext.org
+Stability   : experimental
+Portability : POSIX
+-}
+
+{-# OPTIONS_GHC -fno-warn-orphans   #-}
+{-# LANGUAGE Arrows                 #-}
+{-# LANGUAGE FunctionalDependencies #-}
+{-# LANGUAGE QuasiQuotes            #-}
+{-# LANGUAGE TemplateHaskell        #-}
+
+module Gargantext.Core.Text.Ngrams
+  where
+
+  
+import Codec.Serialise (Serialise())
+import Control.Lens (over)
+import Data.Aeson ( ToJSON(..), FromJSON(..), FromJSONKey(..), FromJSONKeyFunction(..), Value(String), ToJSONKey(..) )
+import Data.Aeson.Types (toJSONKeyText)
+import Data.Text (pack)
+import Database.PostgreSQL.Simple qualified as PGS
+import Gargantext.Core.Types (TODO(..))
+import Gargantext.Database.Schema.Prelude hiding (over)
+import Gargantext.Prelude
+import Servant (FromHttpApiData(..), ToHttpApiData(..))
+import Test.QuickCheck (elements)
+import Text.Read (read)
+
+
+-- | Main Ngrams Types
+-- | Typed Ngrams
+-- Typed Ngrams localize the context of the ngrams
+-- ngrams in source  field  of document  has Sources Type
+-- ngrams in authors field  of document  has Authors Type
+-- ngrams in text    fields of documents has Terms   Type (i.e. either title or abstract)
+data NgramsType = Authors | Institutes | Sources | NgramsTerms
+  deriving (Eq, Show, Read, Ord, Enum, Bounded, Generic)
+
+instance Serialise NgramsType
+instance FromJSON NgramsType
+  where
+    parseJSON (String "Authors")     = pure Authors
+    parseJSON (String "Institutes")  = pure Institutes
+    parseJSON (String "Sources")     = pure Sources
+    parseJSON (String "Terms")       = pure NgramsTerms
+    parseJSON (String "NgramsTerms") = pure NgramsTerms
+    parseJSON _                      = mzero
+
+instance FromJSONKey NgramsType where
+   fromJSONKey = FromJSONKeyTextParser (parseJSON . String)
+
+instance ToJSON NgramsType
+  where
+    toJSON Authors     = String "Authors"
+    toJSON Institutes  = String "Institutes"
+    toJSON Sources     = String "Sources"
+    toJSON NgramsTerms = String "Terms"
+
+instance ToJSONKey NgramsType where
+   toJSONKey = toJSONKeyText (pack . show)
+instance FromHttpApiData NgramsType where
+  parseUrlPiece n = pure $ (read . cs) n
+instance ToHttpApiData NgramsType where
+  toUrlPiece = pack . show
+instance ToParamSchema NgramsType where
+  toParamSchema _ = toParamSchema (Proxy :: Proxy TODO)
+instance Arbitrary NgramsType where
+  arbitrary = elements [ minBound .. maxBound ]
+
+
+ngramsTypes :: [NgramsType]
+ngramsTypes = [minBound..]
+
+instance ToSchema NgramsType
+{-  where
+  declareNamedSchema = genericDeclareNamedSchema (unPrefixSwagger "_nre_")
+--}
+
+
+    
+data Ngrams = UnsafeNgrams { _ngramsTerms :: Text
+                           , _ngramsSize  :: Int
+                           }
+  deriving (Generic, Show, Eq, Ord)
+
+instance Hashable Ngrams
+
+makeLenses ''Ngrams
+instance PGS.ToRow Ngrams where
+  toRow (UnsafeNgrams t s) = [toField t, toField s]
+
+------------------------------------------------------------------------
+-------------------------------------------------------------------------
+-- Named entity are typed ngrams of Terms Ngrams
+data NgramsT a =
+  NgramsT { _ngramsType :: NgramsType
+          , _ngramsT    :: a
+          } deriving (Generic, Show, Eq, Ord)
+
+makeLenses ''NgramsT
+
+instance Functor NgramsT where
+  fmap = over ngramsT
+

src/Gargantext/Core/Text/Terms.hs

@@ -37,27 +37,27 @@ compute graph
 module Gargantext.Core.Text.Terms
   where
 
-import Control.Lens
+import Control.Lens ( (^.), view, over, makeLenses )
 import Data.HashMap.Strict (HashMap)
 import Data.HashMap.Strict qualified as HashMap
 import Data.List qualified as List
 import Data.Set qualified as Set
 import Data.Text qualified as Text
-import Data.Traversable
 import GHC.Base (String)
-import Gargantext.Core
+import Gargantext.Core ( Lang, NLPServerConfig, PosTagAlgo )
 import Gargantext.Core.Text (sentences, HasText(..))
+import Gargantext.Core.Text.Ngrams (Ngrams(..), NgramsType(..), ngramsTerms)
 import Gargantext.Core.Text.Terms.Eleve (mainEleveWith, Tries, Token, buildTries, toToken)
 import Gargantext.Core.Text.Terms.Mono  (monoTerms)
 import Gargantext.Core.Text.Terms.Mono.Stem (stem, StemmingAlgorithm(..))
 import Gargantext.Core.Text.Terms.Mono.Token.En (tokenize)
 import Gargantext.Core.Text.Terms.Multi (multiterms)
-import Gargantext.Core.Types
+import Gargantext.Core.Types ( TermsCount, POS, Terms(Terms), TermsWithCount )
 import Gargantext.Core.Utils (groupWithCounts)
 import Gargantext.Database.Prelude (DBCmd)
 import Gargantext.Database.Query.Table.Ngrams (insertNgrams)
 import Gargantext.Database.Query.Table.NgramsPostag (NgramsPostag(..), insertNgramsPostag, np_form, np_lem)
-import Gargantext.Database.Schema.Ngrams (Ngrams(..), NgramsType(..), ngramsTerms, text2ngrams, NgramsId)
+import Gargantext.Database.Schema.Ngrams (text2ngrams, NgramsId)
 import Gargantext.Prelude
 
 data TermType lang

src/Gargantext/Core/Text/Terms/Multi/Group.hs

@@ -16,7 +16,7 @@ group the tokens into extracted terms.
 module Gargantext.Core.Text.Terms.Multi.Group (group2)
   where
 
-import Gargantext.Core.Types
+import Gargantext.Core.Types ( POS, TokenTag(TokenTag) )
 import Gargantext.Prelude
 
 -- | FIXME p1 and p2 not really taken into account

src/Gargantext/Core/Viz/Chart.hs

@@ -9,32 +9,31 @@ Portability : POSIX
 
 -}
 
-{-# LANGUAGE TemplateHaskell   #-}
-
 module Gargantext.Core.Viz.Chart
   where
 
 import Data.HashMap.Strict qualified as HashMap
 import Data.List qualified as List
 import Data.Map.Strict (toList)
+import Data.Set qualified as Set
 import Data.Vector qualified as V
-import Gargantext.API.Ngrams.NgramsTree
-import Gargantext.API.Ngrams.Tools
-import Gargantext.API.Ngrams.Types
-import Gargantext.Core.NodeStory (HasNodeStory)
+import Gargantext.API.Ngrams.NgramsTree ( toTree, NgramsTree )
+import Gargantext.API.Ngrams.Tools ( filterListWithRoot, getListNgrams, getRepo, mapTermListRoot )
+import Gargantext.API.Ngrams.Types ( NgramsTerm(NgramsTerm) )
+import Gargantext.Core.NodeStory.Types ( HasNodeStory )
 import Gargantext.Core.Text.Metrics.Count (occurrencesWith)
-import Gargantext.Core.Types
-import Gargantext.Core.Viz.Types
-import Gargantext.Database.Action.Metrics.NgramsByContext
-import Gargantext.Database.Admin.Config
+import Gargantext.Core.Text.Ngrams (NgramsType)
+import Gargantext.Core.Types.Main ( ListType )
+import Gargantext.Database.Admin.Types.Node ( NodeType(NodeList), CorpusId, contextId2NodeId )
+import Gargantext.Core.Viz.Types ( Histo(Histo) )
+import Gargantext.Database.Action.Metrics.NgramsByContext ( countContextsByNgramsWith, getContextsByNgramsOnlyUser )
+import Gargantext.Database.Admin.Config ( userMaster )
 import Gargantext.Database.Prelude (DBCmd)
-import Gargantext.Database.Query.Table.Node
-import Gargantext.Database.Query.Table.Node.Select
+import Gargantext.Database.Query.Table.Node ( getListsWithParentId )
+import Gargantext.Database.Query.Table.Node.Select ( selectNodesWithUsername )
 import Gargantext.Database.Query.Table.NodeContext (selectDocsDates)
-import Gargantext.Database.Schema.Ngrams
-import Gargantext.Database.Schema.Node
+import Gargantext.Database.Schema.Node ( NodePoly(_node_id) )
 import Gargantext.Prelude hiding (toList)
-import qualified Data.Set            as Set
 
 
 histoData :: CorpusId -> DBCmd err Histo

src/Gargantext/Core/Viz/Graph.hs

@@ -9,8 +9,6 @@ Portability : POSIX
 
 -}
 
-{-# LANGUAGE TemplateHaskell      #-}
-
 module Gargantext.Core.Viz.Graph
   where
 
@@ -19,9 +17,9 @@ import Data.ByteString.Lazy as DBL (readFile, writeFile)
 import Data.HashMap.Strict (HashMap, lookup)
 import Data.Text qualified as Text
 import Gargantext.API.Ngrams.Types (NgramsTerm(..), NgramsRepoElement(..), mSetToList)
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Viz.Graph.Types
 import Gargantext.Database.Admin.Types.Hyperdata.Prelude
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Prelude
 import Text.Read qualified as Text
 

src/Gargantext/Core/Viz/Graph/API.hs

@@ -19,31 +19,31 @@ module Gargantext.Core.Viz.Graph.API
   where
 
 import Control.Lens (set, (^.), _Just, (^?), at)
-import Data.Aeson
+import Data.Aeson ( ToJSON, FromJSON )
 import Data.HashMap.Strict qualified as HashMap
-import Data.Swagger
+import Data.Swagger ( ToSchema )
 import Gargantext.API.Admin.EnvTypes (GargJob(..), Env)
-import Gargantext.API.Admin.Orchestrator.Types
-import Gargantext.API.Errors.Types
+import Gargantext.API.Admin.Orchestrator.Types ( JobLog )
+import Gargantext.API.Errors.Types ( BackendInternalError )
 import Gargantext.API.Ngrams.Tools
-import Gargantext.API.Prelude
+import Gargantext.API.Prelude (GargM, GargServer)
 import Gargantext.Core.Methods.Similarities (Similarity(..), GraphMetric(..), withMetric)
-import Gargantext.Core.NodeStory
-import Gargantext.Core.Types.Main
+import Gargantext.Core.NodeStory.Types ( HasNodeStory, a_version, unNodeStory, NodeListStory )
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
+import Gargantext.Core.Types.Main ( ListType(MapTerm) )
 import Gargantext.Core.Viz.Graph.GEXF ()
 import Gargantext.Core.Viz.Graph.Tools -- (cooc2graph)
 import Gargantext.Core.Viz.Graph.Types
 import Gargantext.Database.Action.Metrics.NgramsByContext (getContextsByNgramsOnlyUser)
 import Gargantext.Database.Action.Node (mkNodeWithParent)
-import Gargantext.Database.Admin.Config
+import Gargantext.Database.Admin.Config ( userMaster )
 import Gargantext.Database.Admin.Types.Node
 import Gargantext.Database.Prelude (DBCmd)
-import Gargantext.Database.Query.Table.Node
+import Gargantext.Database.Query.Table.Node ( getOrMkList, getNodeWith, defaultList, getClosestParentIdByType )
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError)
-import Gargantext.Database.Query.Table.Node.Select
+import Gargantext.Database.Query.Table.Node.Select ( selectNodesWithUsername )
 import Gargantext.Database.Query.Table.Node.UpdateOpaleye (updateHyperdata)
-import Gargantext.Database.Schema.Ngrams
-import Gargantext.Database.Schema.Node
+import Gargantext.Database.Schema.Node (node_hyperdata, node_name)
 import Gargantext.Prelude
 import Gargantext.Utils.Jobs (serveJobsAPI, MonadJobStatus(..))
 import Servant

src/Gargantext/Core/Viz/Graph/Tools.hs

@@ -11,39 +11,40 @@ Portability : POSIX
 
 {-# OPTIONS_GHC -fno-warn-deprecations #-}
 
-{-# LANGUAGE BangPatterns, ScopedTypeVariables #-}
+{-# LANGUAGE BangPatterns #-}
+{-# LANGUAGE ScopedTypeVariables #-}
 
 module Gargantext.Core.Viz.Graph.Tools
   where
 
-import Data.Aeson
+import Data.Aeson ( ToJSON, FromJSON )
 import Data.HashMap.Strict (HashMap)
 import Data.HashMap.Strict qualified as HashMap
 import Data.HashSet qualified as HashSet
 import Data.List qualified as List
 import Data.Map.Strict qualified as Map
 import Data.Set qualified as Set
-import Data.Swagger hiding (items)
+import Data.Swagger ( ToSchema )
 import Data.Text qualified as Text
 import Data.Vector.Storable qualified as Vec
 import Gargantext.API.Ngrams.Types (NgramsTerm(..))
 import Gargantext.Core.Methods.Similarities (Similarity(..), measure)
-import Gargantext.Core.Statistics
+import Gargantext.Core.Statistics ( pcaReduceTo, Dimension(Dimension) )
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Viz.Graph.Bridgeness (bridgeness, Bridgeness(..), Partitions, nodeId2comId, {-recursiveClustering,-} recursiveClustering', setNodes2clusterNodes)
 import Gargantext.Core.Viz.Graph.Index (createIndices, toIndex, map2mat, mat2map, Index, MatrixShape(..))
 import Gargantext.Core.Viz.Graph.Tools.IGraph (mkGraphUfromEdges, spinglass, spinglass')
 import Gargantext.Core.Viz.Graph.Tools.Infomap (infomap)
 import Gargantext.Core.Viz.Graph.Types (Attributes(..), Edge(..), Graph(..), MultiPartite(..), Node(..), Partite(..), Strength(..))
 import Gargantext.Core.Viz.Graph.Utils (edgesFilter, nodesFilter)
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Prelude
 import Graph.BAC.ProxemyOptim qualified as BAC
 import Graph.Types (ClusterNode)
 import IGraph qualified as Igraph
 import IGraph.Algorithms.Layout qualified as Layout
-import IGraph.Random -- (Gen(..))
+import IGraph.Random ( Gen ) -- (Gen(..))
 import Test.QuickCheck (elements)
-import Test.QuickCheck.Arbitrary
+import Test.QuickCheck.Arbitrary ( Arbitrary(arbitrary) )
 
 data PartitionMethod = Spinglass | Confluence | Infomap
     deriving (Generic, Eq, Ord, Enum, Bounded, Show)

src/Gargantext/Core/Viz/Graph/Types.hs

@@ -24,12 +24,11 @@ import Data.Text (pack)
 import Database.PostgreSQL.Simple.FromField (FromField(..))
 import Gargantext.API.Ngrams.Types (NgramsTerm)
 import Gargantext.Core.Methods.Similarities (GraphMetric)
-import Gargantext.Core.Types (ListId)
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Utils.Prefix (unPrefix, unPrefixSwagger)
 import Gargantext.Database.Admin.Types.Hyperdata.Prelude (Hyperdata)
-import Gargantext.Database.Admin.Types.Node (NodeId)
+import Gargantext.Database.Admin.Types.Node (ListId, NodeId)
 import Gargantext.Database.Prelude (fromField')
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Prelude
 import Opaleye (DefaultFromField(..), SqlJsonb, fromPGSFromField)
 import Test.QuickCheck (elements)

src/Gargantext/Core/Viz/Phylo/API/Tools.hs

@@ -11,18 +11,17 @@ Portability : POSIX
 
 {-# OPTIONS_GHC -fno-warn-deprecations #-}
 
-{-# LANGUAGE TypeApplications #-}
-{-# LANGUAGE TemplateHaskell  #-}
 {-# LANGUAGE BangPatterns #-}
+{-# LANGUAGE TemplateHaskell  #-}
+{-# LANGUAGE TypeApplications #-}
 
 module Gargantext.Core.Viz.Phylo.API.Tools
   where
 
-import Control.Lens hiding (Context)
+import Control.Lens (to, view)
 import Data.Aeson (Value, decodeFileStrict, encode, eitherDecodeFileStrict')
 import Data.ByteString.Lazy qualified as Lazy
 import Data.Map.Strict qualified as Map
-import Data.Proxy
 import Data.Set qualified as Set
 import Data.Text (pack)
 import Data.Time.Calendar (fromGregorian, diffGregorianDurationClip, cdMonths, diffDays, showGregorian)
@@ -30,31 +29,31 @@ import Data.Time.Clock.POSIX(posixSecondsToUTCTime)
 import Gargantext.API.Ngrams.Prelude (getTermList)
 import Gargantext.API.Ngrams.Types (NgramsTerm(..))
 import Gargantext.Core (withDefaultLanguage, Lang)
-import Gargantext.Core.NodeStory (HasNodeStory)
+import Gargantext.Core.NodeStory.Types (HasNodeStory)
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Text.Terms.WithList (Patterns, buildPatterns, termsInText)
-import Gargantext.Core.Types (Context, nodeId2ContextId)
 import Gargantext.Core.Types.Main (ListType(MapTerm))
 import Gargantext.Core.Viz.Phylo (TimeUnit(..), Date, Document(..), PhyloConfig(..), Phylo)
 import Gargantext.Core.Viz.Phylo.PhyloExport (toPhyloExport, dotToFile)
 import Gargantext.Core.Viz.Phylo.PhyloMaker  (toPhylo, toPhyloWithoutLink)
 import Gargantext.Core.Viz.Phylo.PhyloTools  ({-printIOMsg, printIOComment,-} setConfig)
-import Gargantext.Database.Admin.Types.Hyperdata (HyperdataPhylo(..), HyperdataCorpus(..))
+import Gargantext.Database.Admin.Types.Hyperdata.Corpus ( HyperdataCorpus(..) )
 import Gargantext.Database.Admin.Types.Hyperdata.Document (HyperdataDocument(..))
-import Gargantext.Database.Admin.Types.Node (CorpusId, ContextId, PhyloId)
+import Gargantext.Database.Admin.Types.Hyperdata.Phylo ( HyperdataPhylo(..) )
+import Gargantext.Database.Admin.Types.Node (Context, CorpusId, ContextId, PhyloId, nodeId2ContextId)
 import Gargantext.Database.Prelude (DBCmd)
 import Gargantext.Database.Query.Table.Node (defaultList, getNodeWith)
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError)
 import Gargantext.Database.Query.Table.NodeContext (selectDocNodes)
-import Gargantext.Database.Schema.Context
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
-import Gargantext.Database.Schema.Node
+import Gargantext.Database.Schema.Context ( ContextPoly(_context_hyperdata, _context_id) )
+import Gargantext.Database.Schema.Node ( NodePoly(_node_hyperdata), node_hyperdata )
 import Gargantext.Prelude hiding (to)
-import Gargantext.System.Logging
+import Gargantext.System.Logging ( MonadLogger, LogLevel(DEBUG), logLocM )
+import Gargantext.Utils.UTCTime (timeMeasured)
 import Prelude qualified
 import System.FilePath ((</>))
 import System.IO.Temp (withTempDirectory)
 import System.Process qualified as Shell
-import Gargantext.Utils.UTCTime (timeMeasured)
 
 --------------------------------------------------------------------
 getPhyloData :: HasNodeError err

src/Gargantext/Core/Viz/Phylo/Legacy/LegacyMain.hs

@@ -13,30 +13,30 @@ Portability : POSIX
 
 {-# LANGUAGE MonoLocalBinds #-}
 {-# LANGUAGE TypeApplications  #-}
-{-# LANGUAGE ViewPatterns      #-}
 
 module Gargantext.Core.Viz.Phylo.Legacy.LegacyMain
   where
 
-import Control.Lens hiding (Level)
+import Control.Lens (to, view)
 import Data.HashMap.Strict qualified as HashMap
 import Data.List qualified as List
-import Data.Proxy
 import Data.Set qualified as Set
 import Data.Text qualified as Text
 import Gargantext.API.Ngrams.Tools (getTermsWith)
-import Gargantext.API.Ngrams.Types
+import Gargantext.API.Ngrams.Types (NgramsTerm(..))
 import Gargantext.Core (HasDBid, withDefaultLanguage)
-import Gargantext.Core.NodeStory (HasNodeStory)
+import Gargantext.Core.NodeStory.Types (HasNodeStory)
 import Gargantext.Core.Text.Context (TermList)
-import Gargantext.Core.Text.Terms.WithList
-import Gargantext.Core.Types
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
+import Gargantext.Core.Text.Terms.WithList ( buildPatterns, termsInText, Patterns )
+import Gargantext.Core.Types.Main ( ListType(MapTerm) )
+import Gargantext.Database.Admin.Types.Node ( NodeType, CorpusId )
 import Gargantext.Core.Viz.LegacyPhylo hiding (Svg, Dot)
-import Gargantext.Database.Admin.Types.Hyperdata
+import Gargantext.Database.Admin.Types.Hyperdata.Corpus ( HyperdataCorpus(_hc_lang) )
+import Gargantext.Database.Admin.Types.Hyperdata.Document ( HyperdataDocument(_hd_abstract, _hd_publication_year) )
 import Gargantext.Database.Query.Table.Node(defaultList, getNodeWith)
 import Gargantext.Database.Query.Table.NodeContext (selectDocs)
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
-import Gargantext.Database.Schema.Node
+import Gargantext.Database.Schema.Node ( node_hyperdata )
 import Gargantext.Prelude hiding (to)
 
 type MinSizeBranch = Int

src/Gargantext/Database/Action/Flow.hs

@@ -51,7 +51,7 @@ module Gargantext.Database.Action.Flow -- (flowDatabase, ngrams2list)
     where
 
 import Conduit
-import Control.Lens hiding (elements, Indexed)
+import Control.Lens ( (^.), to, view, over )
 import Data.Bifunctor qualified as B
 import Data.Conduit qualified as C
 import Data.Conduit.Internal (zipSources)
@@ -60,56 +60,57 @@ import Data.Conduit.List qualified as CList
 import Data.HashMap.Strict qualified as HashMap
 import Data.List qualified as List
 import Data.Map.Strict qualified as Map
-import Data.Proxy
 import Data.Set qualified as Set
 import Data.Text qualified as T
 import EPO.API.Client.Types qualified as EPO
 import Gargantext.API.Ngrams.Tools (getTermsWith)
-import Gargantext.Core (Lang(..), NLPServerConfig)
-import Gargantext.Core (withDefaultLanguage)
+import Gargantext.Core.Text.Ngrams (NgramsType(NgramsTerms), Ngrams(_ngramsTerms))
+import Gargantext.Core (Lang(..), NLPServerConfig, withDefaultLanguage)
 import Gargantext.Core.Ext.IMTUser (readFile_Annuaire)
 import Gargantext.Core.NLP (HasNLPServer, nlpServerGet)
-import Gargantext.Core.NodeStory (HasNodeStory)
+import Gargantext.Core.NodeStory.Types (HasNodeStory)
 import Gargantext.Core.Text.Corpus.API qualified as API
 import Gargantext.Core.Text.Corpus.Parsers (parseFile, FileFormat, FileType)
 import Gargantext.Core.Text.List (buildNgramsLists)
-import Gargantext.Core.Text.List.Group.WithStem ({-StopSize(..),-} GroupParams(..))
+import Gargantext.Core.Text.List.Group.WithStem (GroupParams(..))
 import Gargantext.Core.Text.List.Social (FlowSocialListWith(..))
 import Gargantext.Core.Text.Terms
 import Gargantext.Core.Text.Terms.Mono.Stem (stem, StemmingAlgorithm(..))
 import Gargantext.Core.Types (HasValidationError, TermsCount)
 import Gargantext.Core.Types.Individu (User(..))
-import Gargantext.Core.Types.Main
+import Gargantext.Core.Types.Main ( CorpusName, ListType(MapTerm) )
 import Gargantext.Core.Types.Query (Limit)
 import Gargantext.Database.Action.Flow.Extract ()  -- ExtractNgramsT instances
-import Gargantext.Database.Action.Flow.List
+import Gargantext.Database.Action.Flow.List ( flowList_DbRepo, toNodeNgramsW' )
+import Gargantext.Database.Action.Flow.Types ( do_api, DataOrigin(..), DataText(..), FlowCorpus )
 import Gargantext.Database.Action.Flow.Utils (docNgrams, documentIdWithNgrams, insertDocNgrams, insertDocs, mapNodeIdNgrams)
-import Gargantext.Database.Action.Flow.Types
 import Gargantext.Database.Action.Metrics (updateNgramsOccurrences, updateContextScore)
 import Gargantext.Database.Action.Search (searchDocInDatabase)
 import Gargantext.Database.Admin.Config (userMaster, corpusMasterName)
-import Gargantext.Database.Admin.Types.Hyperdata
+import Gargantext.Database.Admin.Types.Hyperdata.Contact ( HyperdataContact )
+import Gargantext.Database.Admin.Types.Hyperdata.Corpus ( HyperdataAnnuaire, HyperdataCorpus(_hc_lang) )
+import Gargantext.Database.Admin.Types.Hyperdata.Document ( ToHyperdataDocument(toHyperdataDocument) )
 import Gargantext.Database.Admin.Types.Node hiding (DEBUG) -- (HyperdataDocument(..), NodeType(..), NodeId, UserId, ListId, CorpusId, RootId, MasterCorpusId, MasterUserId)
 import Gargantext.Database.Prelude (DbCmd', DBCmd, hasConfig)
-import Gargantext.Database.Query.Table.ContextNodeNgrams2
-import Gargantext.Database.Query.Table.Ngrams
-import Gargantext.Database.Query.Table.Node
+import Gargantext.Database.Query.Table.ContextNodeNgrams2 ( ContextNodeNgrams2Poly(..), insertContextNodeNgrams2 )
+import Gargantext.Database.Query.Table.Node ( MkCorpus, insertDefaultNodeIfNotExists, getOrMkList, getNodeWith )
 import Gargantext.Database.Query.Table.Node.Document.Add qualified as Doc (add)
-import Gargantext.Database.Query.Table.Node.Document.Insert -- (insertDocuments, ReturnId(..), addUniqIdsDoc, addUniqIdsContact, ToDbData(..))
+import Gargantext.Database.Query.Table.Node.Document.Insert ( ToNode(toNode) ) -- (insertDocuments, ReturnId(..), addUniqIdsDoc, addUniqIdsContact, ToDbData(..))
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError(..))
 import Gargantext.Database.Query.Table.NodeContext (selectDocNodes)
 import Gargantext.Database.Query.Table.NodeNgrams (listInsertDb , getCgramsId)
 import Gargantext.Database.Query.Tree.Root (getOrMkRoot, getOrMk_RootWithCorpus)
+import Gargantext.Database.Schema.Ngrams ( indexNgrams, text2ngrams )
 import Gargantext.Database.Schema.Node (node_hyperdata)
 import Gargantext.Prelude hiding (to)
 import Gargantext.Prelude.Config (GargConfig(..))
-import Gargantext.System.Logging
-import Gargantext.Utils.Jobs (JobHandle, MonadJobStatus(..))
+import Gargantext.System.Logging ( logLocM, LogLevel(DEBUG), MonadLogger )
+import Gargantext.Utils.Jobs.Monad ( JobHandle, MonadJobStatus(..) )
 import PUBMED.Types qualified as PUBMED
 
 ------------------------------------------------------------------------
 -- Imports for upgrade function
-import Gargantext.Database.Query.Tree (HasTreeError)
+import Gargantext.Database.Query.Tree.Error ( HasTreeError )
 
 ------------------------------------------------------------------------
 
@@ -182,11 +183,11 @@ flowDataText u (DataOld ids) tt cid mfslw _ = do
   _ <- Doc.add userCorpusId (map nodeId2ContextId ids)
   flowCorpusUser (_tt_lang tt) u userCorpusId listId corpusType mfslw
   where
-    corpusType = (Nothing :: Maybe HyperdataCorpus)
+    corpusType = Nothing :: Maybe HyperdataCorpus
 flowDataText u (DataNew (mLen, txtC)) tt cid mfslw jobHandle = do
   $(logLocM) DEBUG $ T.pack $ "Found " <> show mLen <> " new documents to process"
   for_ (mLen <&> fromInteger) (`addMoreSteps` jobHandle)
-  flowCorpus u (Right [cid]) tt mfslw (fromMaybe 0 mLen, (transPipe liftBase txtC)) jobHandle
+  flowCorpus u (Right [cid]) tt mfslw (fromMaybe 0 mLen, transPipe liftBase txtC) jobHandle
 
 ------------------------------------------------------------------------
 -- TODO use proxy
@@ -199,13 +200,13 @@ flowAnnuaire :: ( DbCmd' env err m
                 , MonadJobStatus m )
              => User
              -> Either CorpusName [CorpusId]
-             -> (TermType Lang)
+             -> TermType Lang
              -> FilePath
              -> JobHandle m
              -> m AnnuaireId
 flowAnnuaire u n l filePath jobHandle = do
   -- TODO Conduit for file
-  docs <- liftBase $ ((readFile_Annuaire filePath) :: IO [HyperdataContact])
+  docs <- liftBase $ (readFile_Annuaire filePath :: IO [HyperdataContact])
   flow (Nothing :: Maybe HyperdataAnnuaire) u n l Nothing (fromIntegral $ length docs, yieldMany docs) jobHandle
 
 ------------------------------------------------------------------------
@@ -362,7 +363,7 @@ flowCorpusUser l user userCorpusId listId ctype mfslw = do
   _ <- reIndexWith userCorpusId listId NgramsTerms (Set.singleton MapTerm)
   _ <- updateContextScore      userCorpusId listId
   _ <- updateNgramsOccurrences userCorpusId listId
-  
+
   pure userCorpusId
 
 
@@ -389,8 +390,12 @@ buildSocialList l user userCorpusId listId ctype mfslw = do
   nlpServer <- view (nlpServerGet l)
   --let gp = (GroupParams l 2 3 (StopSize 3))
   -- Here the PosTagAlgo should be chosen according to the Lang
-  ngs  <- buildNgramsLists user userCorpusId masterCorpusId mfslw
-          $ GroupWithPosTag l nlpServer HashMap.empty
+  -- let gp = GroupParams { unGroupParams_lang = l
+  --                      , unGroupParams_len = 10
+  --                      , unGroupParams_limit = 10
+  --                      , unGroupParams_stopSize = StopSize 10 }
+  let gp = GroupWithPosTag l nlpServer HashMap.empty
+  ngs  <- buildNgramsLists user userCorpusId masterCorpusId mfslw gp
 
   -- printDebug "flowCorpusUser:ngs" ngs
 
@@ -445,13 +450,13 @@ saveDocNgramsWith lId mapNgramsDocs' = do
 
   -- new
   mapCgramsId <- listInsertDb lId toNodeNgramsW'
-               $ map (first _ngramsTerms . second Map.keys)
+               $ map (bimap _ngramsTerms Map.keys)
                $ HashMap.toList mapNgramsDocs
 
   --printDebug "saveDocNgramsWith" mapCgramsId
   -- insertDocNgrams
   let ngrams2insert =  catMaybes [ ContextNodeNgrams2 <$> Just (nodeId2ContextId nId)
-                                            <*> (getCgramsId mapCgramsId ngrams_type (_ngramsTerms terms''))
+                                            <*> getCgramsId mapCgramsId ngrams_type (_ngramsTerms terms'')
                                             <*> Just (fromIntegral w :: Double)
                        | (terms'', mapNgramsTypes)      <- HashMap.toList mapNgramsDocs
                        , (ngrams_type, mapNodeIdWeight) <- Map.toList mapNgramsTypes
@@ -498,5 +503,5 @@ reIndexWith cId lId nt lts = do
                 $ map (docNgrams corpusLang nt ts) docs
 
   -- Saving the indexation in database
-  _ <- mapM (saveDocNgramsWith lId) ngramsByDoc
+  mapM_ (saveDocNgramsWith lId) ngramsByDoc
   pure ()

src/Gargantext/Database/Action/Flow/Extract.hs

@@ -23,13 +23,14 @@ import Data.Map.Strict qualified as DM
 import Gargantext.Core (Lang, NLPServerConfig, PosTagAlgo(CoreNLP))
 import Gargantext.Core.Text (HasText(..))
 import Gargantext.Core.Text.Corpus.Parsers (splitOn)
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Text.Terms (ExtractNgramsT, ExtractedNgrams(..), TermType, cleanExtractedNgrams, enrichedTerms, extractNgramsT, extractTerms, tt_lang)
 import Gargantext.Core.Types (POS(NP), TermsCount)
 import Gargantext.Database.Admin.Types.Hyperdata.Contact ( HyperdataContact, cw_lastName, hc_who )
 import Gargantext.Database.Admin.Types.Hyperdata.Document ( HyperdataDocument, hd_authors, hd_bdd, hd_institutes, hd_source )
 import Gargantext.Database.Admin.Types.Node ( Node )
 import Gargantext.Database.Prelude (DBCmd)
-import Gargantext.Database.Schema.Ngrams ( NgramsType(..), text2ngrams )
+import Gargantext.Database.Schema.Ngrams ( text2ngrams )
 import Gargantext.Database.Schema.Node (NodePoly(..))
 import Gargantext.Prelude
 

src/Gargantext/Database/Action/Flow/List.hs

@@ -11,8 +11,6 @@ Portability : POSIX
 
 {-# LANGUAGE ConstraintKinds         #-}
 {-# LANGUAGE ConstrainedClassMethods #-}
-{-# LANGUAGE ConstraintKinds         #-}
-{-# LANGUAGE InstanceSigs            #-}
 
 module Gargantext.Database.Action.Flow.List
     where
@@ -27,12 +25,11 @@ import Gargantext.API.Ngrams (saveNodeStory)
 import Gargantext.API.Ngrams.Tools (getNodeStory)
 import Gargantext.API.Ngrams.Types
 import Gargantext.Core.NodeStory (HasNodeStory, a_history, a_state, a_version)
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Types (HasValidationError(..), assertValid)
 import Gargantext.Core.Types.Main (ListType(CandidateTerm))
 import Gargantext.Database.Admin.Types.Node
-import Gargantext.Database.Query.Table.Ngrams qualified as TableNgrams
 import Gargantext.Database.Query.Table.NodeNgrams (NodeNgramsPoly(..), NodeNgramsW, listInsertDb,{- getCgramsId -})
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Prelude hiding (toList)
 
 -- FLOW LIST
@@ -169,7 +166,7 @@ listInsert lId ngs = mapM_ (\(typeList, ngElmts)
 -- the repo, they will be ignored.
 putListNgrams :: (HasValidationError err, HasNodeStory env err m)
               => NodeId
-              -> TableNgrams.NgramsType
+              -> NgramsType
               -> [NgramsElement]
               -> m ()
 putListNgrams _ _ [] = pure ()
@@ -179,7 +176,7 @@ putListNgrams nodeId ngramsType nes = putListNgrams' nodeId ngramsType m
 
     putListNgrams' :: (HasValidationError err, HasNodeStory env err m)
                    => NodeId
-                   -> TableNgrams.NgramsType
+                   -> NgramsType
                    -> Map NgramsTerm NgramsRepoElement
                    -> m ()
     putListNgrams' listId ngramsType' ns = do

src/Gargantext/Database/Action/Flow/Pairing.hs

@@ -11,7 +11,6 @@ Portability : POSIX
 
 {-# OPTIONS_GHC -fno-warn-deprecations #-}
 
-{-# LANGUAGE QuasiQuotes #-}
 {-# LANGUAGE Arrows      #-}
 
 module Gargantext.Database.Action.Flow.Pairing
@@ -25,28 +24,27 @@ import Data.HashMap.Strict qualified as HashMap
 import Data.List qualified as List
 import Data.Set qualified as Set
 import Data.Text qualified as Text
-import Gargantext.API.Ngrams.Tools
+import Gargantext.API.Ngrams.Tools ( filterListWithRoot, getRepo, groupNodesByNgrams, mapTermListRoot )
 import Gargantext.API.Ngrams.Types (NgramsTerm(..))
-import Gargantext.Core
-import Gargantext.Core.NodeStory (HasNodeStory)
+import Gargantext.Core ( HasDBid(toDBid) )
+import Gargantext.Core.NodeStory.Types ( HasNodeStory )
 import Gargantext.Core.Text.Metrics.CharByChar (levenshtein)
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Types (TableResult(..))
-import Gargantext.Core.Types.Main
-import Gargantext.Database
+import Gargantext.Core.Types.Main ( ListType(CandidateTerm, MapTerm) )
 import Gargantext.Database.Action.Metrics.NgramsByContext (getContextsByNgramsOnlyUser)
-import Gargantext.Database.Admin.Config
-import Gargantext.Database.Admin.Types.Hyperdata -- (HyperdataContact(..))
+import Gargantext.Database.Admin.Config ( userMaster )
+import Gargantext.Database.Admin.Types.Hyperdata.Contact ( HyperdataContact, cw_firstName, cw_lastName, hc_who ) -- (HyperdataContact(..))
 import Gargantext.Database.Admin.Types.Node -- (AnnuaireId, CorpusId, ListId, DocId, ContactId, NodeId)
-import Gargantext.Database.Query.Prelude (returnA, queryNodeNodeTable)
+import Gargantext.Database.Prelude (Cmd, DBCmd, runOpaQuery)
+import Gargantext.Database.Query.Prelude (returnA)
 import Gargantext.Database.Query.Table.Node (defaultList)
 import Gargantext.Database.Query.Table.Node.Children (getAllContacts)
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError)
 import Gargantext.Database.Query.Table.Node.Select (selectNodesWithUsername)
 import Gargantext.Database.Query.Table.NodeContext_NodeContext (insertNodeContext_NodeContext)
-import Gargantext.Database.Query.Table.NodeNode (insertNodeNode)
-import Gargantext.Database.Prelude (Cmd, runOpaQuery)
-import Gargantext.Database.Schema.Ngrams -- (NgramsType(..))
-import Gargantext.Database.Schema.Node
+import Gargantext.Database.Query.Table.NodeNode 
+import Gargantext.Database.Schema.Node ( node_hyperdata, node_id, node_typename, queryNodeTable )
 import Gargantext.Prelude hiding (sum)
 import Opaleye
 

src/Gargantext/Database/Action/Flow/Types.hs

@@ -23,23 +23,23 @@ import Data.Aeson (ToJSON)
 import Data.Aeson.TH (deriveJSON)
 import Data.HashMap.Strict (HashMap)
 import Data.Swagger (ToSchema(..), genericDeclareNamedSchema)
-import Gargantext.Core.Flow.Types
-import Gargantext.Core.NodeStory
-import Gargantext.Core.Text
-import Gargantext.Core.Text.Corpus.API qualified as API
-import Gargantext.Core.Text.Terms
+import Gargantext.Core.Flow.Types ( UniqId )
+import Gargantext.Core.NodeStory.Types ( HasNodeStory )
+import Gargantext.Core.Text ( HasText )
+import Gargantext.API.Admin.Orchestrator.Types qualified as API
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
+import Gargantext.Core.Text.Terms ( ExtractNgramsT )
 import Gargantext.Core.Types (HasValidationError, TermsCount)
 import Gargantext.Core.Utils.Prefix (unPrefix, unPrefixSwagger)
-import Gargantext.Database.Admin.Types.Hyperdata (HyperdataDocument)
+import Gargantext.Database.Admin.Types.Hyperdata.Document ( HyperdataDocument )
 import Gargantext.Database.Admin.Types.Node (NodeId)
 import Gargantext.Database.Prelude (CmdM)
-import Gargantext.Database.Query.Table.Node.Document.Insert
+import Gargantext.Database.Query.Table.Node.Document.Insert ( UniqParameters, InsertDb, ToNode, AddUniqId )
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError)
 import Gargantext.Database.Query.Tree.Error (HasTreeError)
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Database.Types (Indexed)
 import Gargantext.Prelude
-import Gargantext.System.Logging
+import Gargantext.System.Logging ( MonadLogger )
 
 
 type FlowCmdM env err m =

src/Gargantext/Database/Action/Flow/Utils.hs

@@ -11,9 +11,6 @@ Portability : POSIX
 
 {-# OPTIONS_GHC -fno-warn-orphans #-}
 
-{-# LANGUAGE InstanceSigs            #-}
-
-
 module Gargantext.Database.Action.Flow.Utils
   ( docNgrams
   , documentIdWithNgrams
@@ -31,12 +28,13 @@ import Data.Text qualified as T
 import Gargantext.API.Ngrams.Types qualified as NT
 import Gargantext.Core (Lang, toDBid)
 import Gargantext.Core.Flow.Types (UniqId, uniqId)
+import Gargantext.Core.Text.Ngrams ( Ngrams, NgramsType )
 import Gargantext.Core.Text.Terms.WithList (MatchedText, buildPatternsWith, termsInText)
 import Gargantext.Core.Types (TermsCount)
 import Gargantext.Core.Utils (addTuples)
 import Gargantext.Data.HashMap.Strict.Utils qualified as HashMap
 import Gargantext.Database.Action.Flow.Types (DocumentIdWithNgrams(..), FlowInsertDB)
-import Gargantext.Database.Admin.Types.Hyperdata (HyperdataDocument, hd_abstract, hd_title)
+import Gargantext.Database.Admin.Types.Hyperdata.Document ( HyperdataDocument, hd_abstract, hd_title )
 import Gargantext.Database.Admin.Types.Node
 import Gargantext.Database.Prelude (DBCmd, DbCmd')
 import Gargantext.Database.Query.Table.ContextNodeNgrams
@@ -44,8 +42,8 @@ import Gargantext.Database.Query.Table.Node.Document.Add qualified as Doc (add)
 import Gargantext.Database.Query.Table.Node.Document.Insert (ReturnId, addUniqId, insertDb, reId, reInserted, reUniqId)
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError(..))
 import Gargantext.Database.Schema.Context (context_hyperdata, context_id)
-import Gargantext.Database.Schema.Ngrams
-import Gargantext.Database.Types
+import Gargantext.Database.Schema.Ngrams (NgramsId, NgramsTypeId(..))
+import Gargantext.Database.Types ( Indexed(..), index )
 import Gargantext.Prelude
 import Gargantext.Prelude.Crypto.Hash (Hash)
 

src/Gargantext/Database/Action/Metrics/NgramsByContext.hs

@@ -27,11 +27,12 @@ import Database.PostgreSQL.Simple.ToField qualified as DPS
 import Database.PostgreSQL.Simple.Types (Values(..), QualifiedIdentifier(..))
 import Database.PostgreSQL.Simple.Types qualified as DPST
 import Gargantext.API.Ngrams.Types (NgramsTerm(..))
-import Gargantext.Core
-import Gargantext.Data.HashMap.Strict.Utils as HM
+import Gargantext.Core ( HasDBid(toDBid) )
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
+import Gargantext.Data.HashMap.Strict.Utils as HM ( unionsWith )
 import Gargantext.Database.Admin.Types.Node (ListId, CorpusId, NodeId(..), ContextId (..), MasterCorpusId, NodeType(NodeDocument), UserCorpusId, DocId)
 import Gargantext.Database.Prelude (DBCmd, runPGSQuery)
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
+import Gargantext.Database.Schema.Ngrams ()  -- toDBid instance
 import Gargantext.Prelude
 
 -- | fst is size of Supra Corpus

src/Gargantext/Database/Action/Metrics/TFICF.hs

@@ -9,8 +9,6 @@ Portability : POSIX
 
 -}
 
-{-# LANGUAGE QuasiQuotes       #-}
-
 module Gargantext.Database.Action.Metrics.TFICF
   where
 
@@ -20,11 +18,11 @@ import Data.Set qualified as Set
 import Gargantext.API.Ngrams.Types
 import Gargantext.Core
 import Gargantext.Core.Text.Metrics.TFICF
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Database.Action.Metrics.NgramsByContext (getContextsByNgramsUser, {-getOccByNgramsOnlyFast,-} getOccByNgramsOnlyFast_withSample)
 import Gargantext.Database.Admin.Types.Node -- (ListId, CorpusId, NodeId)
 import Gargantext.Database.Prelude (DBCmd)
 import Gargantext.Database.Query.Table.NodeContext (selectCountDocs)
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Prelude
 
 {-

src/Gargantext/Database/Action/Search.hs

@@ -34,6 +34,7 @@ import Data.Time (UTCTime)
 import Gargantext.Core ( Lang(EN), HasDBid(toDBid) )
 import Gargantext.Core.Text.Corpus.Query qualified as API
 import Gargantext.Core.Text.Terms.Mono.Stem (stem, StemmingAlgorithm(..))
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Types
 import Gargantext.Core.Types.Query (IsTrash, Limit, Offset)
 import Gargantext.Database.Admin.Types.Hyperdata.Contact ( HyperdataContact(..) )
@@ -49,7 +50,6 @@ import Gargantext.Database.Query.Table.NodeContext
 import Gargantext.Database.Schema.NodeContext_NodeContext ( NodeContext_NodeContextRead, queryNodeContext_NodeContextTable, ncnc_nodecontext2, ncnc_nodecontext1 )
 import Gargantext.Database.Schema.Context
 import Gargantext.Database.Schema.ContextNodeNgrams (ContextNodeNgramsPoly(..))
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Database.Schema.Node ( NodePolySearch(_ns_hyperdata, _ns_search, _ns_typename, _ns_id) )
 import Gargantext.Prelude hiding (groupBy)
 import Opaleye hiding (Order)

src/Gargantext/Database/Query/Table/Ngrams.hs

@@ -13,7 +13,6 @@ Portability : POSIX
 
 {-# LANGUAGE Arrows            #-}
 {-# LANGUAGE QuasiQuotes       #-}
-{-# LANGUAGE TemplateHaskell   #-}
 
 module Gargantext.Database.Query.Table.Ngrams
   ( module Gargantext.Database.Schema.Ngrams
@@ -30,6 +29,7 @@ import Data.HashMap.Strict qualified as HashMap
 import Data.List qualified as List
 import Data.Map.Strict qualified as Map
 import Database.PostgreSQL.Simple qualified as PGS
+import Gargantext.Core.Text.Ngrams (Ngrams, NgramsType)
 import Gargantext.Core.Types
 import Gargantext.Database.Prelude (runOpaQuery, formatPGSQuery, runPGSQuery, DBCmd)
 import Gargantext.Database.Query.Join (leftJoin3)

src/Gargantext/Database/Query/Table/NgramsPostag.hs

@@ -24,11 +24,12 @@ import Data.HashMap.Strict qualified as HashMap
 import Data.List qualified as List
 import Database.PostgreSQL.Simple qualified as PGS
 import Gargantext.Core
-import Gargantext.Core.Types
+import Gargantext.Core.Text.Ngrams (Ngrams, ngramsSize, ngramsTerms)
+import Gargantext.Core.Types ( POS )
 import Gargantext.Database.Prelude (runPGSQuery, runPGSQuery_, DBCmd)
-import Gargantext.Database.Query.Table.Ngrams
+import Gargantext.Database.Query.Table.Ngrams ( NgramsId, insertNgrams )
 import Gargantext.Database.Schema.Prelude
-import Gargantext.Database.Types
+import Gargantext.Database.Types ( Indexed(Indexed) )
 import Gargantext.Prelude
 
 data NgramsPostag = NgramsPostag { _np_lang   :: !Lang
@@ -155,7 +156,7 @@ SELECT terms,id FROM ins_form_ret
 selectLems :: Lang -> NLPServerConfig -> [Ngrams] -> DBCmd err [(Form, Lem)]
 selectLems l (NLPServerConfig { server }) ns = runPGSQuery querySelectLems (PGS.Only $ Values fields datas)
   where
-    fields = map (\t -> QualifiedIdentifier Nothing t) ["int4","int4","text", "int4"]
+    fields = map (QualifiedIdentifier Nothing) ["int4","int4","text", "int4"]
     datas  = map (\d -> [toField $ toDBid l, toField $ toDBid server] <> toRow d) ns
 
 ----------------------

src/Gargantext/Database/Query/Table/NodeContext.hs

@@ -50,13 +50,15 @@ import Data.Time (UTCTime)
 import Database.PostgreSQL.Simple qualified as PGS (In(..), Query, Only(..))
 import Database.PostgreSQL.Simple.SqlQQ (sql)
 import Database.PostgreSQL.Simple.Types (Values(..), QualifiedIdentifier(..))
-import Gargantext.Core
-import Gargantext.Core.Types
-import Gargantext.Database.Admin.Types.Hyperdata
+import Gargantext.Core ( HasDBid(toDBid) )
+import Gargantext.Database.Admin.Types.Node
+import Gargantext.Database.Admin.Types.Hyperdata.Document ( HyperdataDocument, hd_publication_date )
+import Gargantext.Database.Admin.Types.Hyperdata.Prelude ( Hyperdata )
 import Gargantext.Database.Query.Table.Node.Error (HasNodeError, NodeError(..), nodeError)
 import Gargantext.Database.Prelude
 import Gargantext.Database.Schema.Context
-import Gargantext.Database.Schema.Node
+import Gargantext.Database.Schema.Ngrams ()  -- instances
+import Gargantext.Database.Schema.Node ( node_id, node_typename, queryNodeTable, NodeRead )
 import Gargantext.Database.Schema.NodeContext
 import Gargantext.Prelude
 import Gargantext.Prelude.Crypto.Hash (Hash)

src/Gargantext/Database/Query/Table/NodeNgrams.hs

@@ -16,7 +16,6 @@ NodeNgrams register Context of Ngrams (named Cgrams then)
 {-# LANGUAGE Arrows                 #-}
 {-# LANGUAGE FunctionalDependencies #-}
 {-# LANGUAGE QuasiQuotes            #-}
-{-# LANGUAGE TemplateHaskell        #-}
 
 module Gargantext.Database.Query.Table.NodeNgrams
   ( getCgramsId
@@ -32,9 +31,10 @@ import Data.Map.Strict qualified as Map
 import Data.Maybe (fromJust)
 import Database.PostgreSQL.Simple qualified as PGS (Query, Only(..))
 import Gargantext.Core
+import Gargantext.Core.Text.Ngrams (NgramsType)
 import Gargantext.Core.Types
 import Gargantext.Database.Prelude (DBCmd, runPGSQuery)
-import Gargantext.Database.Schema.Ngrams (NgramsType, fromNgramsTypeId)
+import Gargantext.Database.Schema.Ngrams (fromNgramsTypeId)
 import Gargantext.Database.Schema.NodeNgrams
 import Gargantext.Database.Schema.Prelude (Select, FromRow, sql, fromRow, toField, field, Values(..), QualifiedIdentifier(..), selectTable)
 import Gargantext.Prelude

src/Gargantext/Database/Query/Table/NodeNode.hs

@@ -39,10 +39,12 @@ import Data.Text (splitOn)
 import Database.PostgreSQL.Simple qualified as PGS
 import Database.PostgreSQL.Simple.SqlQQ (sql)
 import Database.PostgreSQL.Simple.Types (Values(..), QualifiedIdentifier(..))
-import Gargantext.Core
-import Gargantext.Core.Types
-import Gargantext.Database.Admin.Types.Hyperdata
+import Gargantext.Core ( HasDBid(toDBid) )
+import Gargantext.Database.Admin.Types.Node
+import Gargantext.Database.Admin.Types.Hyperdata.Document ( HyperdataDocument, hd_publication_date )
+import Gargantext.Database.Admin.Types.Hyperdata.Prelude ( Hyperdata )
 import Gargantext.Database.Prelude (DBCmd, mkCmd, runPGSQuery, runCountOpaQuery, runOpaQuery)
+import Gargantext.Database.Schema.Ngrams ()
 import Gargantext.Database.Schema.Node
 import Gargantext.Database.Schema.NodeNode
 import Gargantext.Prelude

src/Gargantext/Database/Schema/Ngrams.hs

@@ -20,26 +20,20 @@ Ngrams connection to the Database.
 module Gargantext.Database.Schema.Ngrams
   where
 
-import Codec.Serialise (Serialise())
-import Control.Lens (over)
-import Data.Aeson
-import Data.Aeson.Types (toJSONKeyText)
 import Data.Bimap (Bimap)
 import Data.Bimap qualified as Bimap
 import Data.ByteString.Char8 qualified as B
 import Data.HashMap.Strict (HashMap)
 import Data.HashMap.Strict qualified as HashMap
-import Data.Text (splitOn, pack, strip)
+import Data.Text (splitOn, strip)
 import Database.PostgreSQL.Simple qualified as PGS
 import Database.PostgreSQL.Simple.FromField (returnError, ResultError(..))
 import Gargantext.Core (HasDBid(..))
-import Gargantext.Core.Types (TODO(..), Typed(..))
+import Gargantext.Core.Text.Ngrams ( Ngrams(..), NgramsType(..), NgramsT )
+import Gargantext.Core.Types (Typed(..))
 import Gargantext.Database.Schema.Prelude hiding (over)
-import Gargantext.Database.Types
+import Gargantext.Database.Types ( Indexed(Indexed) )
 import Gargantext.Prelude
-import Servant (FromHttpApiData(..), ToHttpApiData(..))
-import Test.QuickCheck (elements)
-import Text.Read (read)
 
 
 type NgramsId  = Int
@@ -71,46 +65,6 @@ ngramsTable = Table "ngrams" (pNgramsDb NgramsDB { _ngrams_id    = optionalTable
                                                  }
                               )
 
--- | Main Ngrams Types
--- | Typed Ngrams
--- Typed Ngrams localize the context of the ngrams
--- ngrams in source  field  of document  has Sources Type
--- ngrams in authors field  of document  has Authors Type
--- ngrams in text    fields of documents has Terms   Type (i.e. either title or abstract)
-data NgramsType = Authors | Institutes | Sources | NgramsTerms
-  deriving (Eq, Show, Read, Ord, Enum, Bounded, Generic)
-
-instance Serialise NgramsType
-instance FromJSON NgramsType
-  where
-    parseJSON (String "Authors")     = pure Authors
-    parseJSON (String "Institutes")  = pure Institutes
-    parseJSON (String "Sources")     = pure Sources
-    parseJSON (String "Terms")       = pure NgramsTerms
-    parseJSON (String "NgramsTerms") = pure NgramsTerms
-    parseJSON _                      = mzero
-
-instance FromJSONKey NgramsType where
-   fromJSONKey = FromJSONKeyTextParser (parseJSON . String)
-
-instance ToJSON NgramsType
-  where
-    toJSON Authors     = String "Authors"
-    toJSON Institutes  = String "Institutes"
-    toJSON Sources     = String "Sources"
-    toJSON NgramsTerms = String "Terms"
-
-instance ToJSONKey NgramsType where
-   toJSONKey = toJSONKeyText (pack . show)
-instance FromHttpApiData NgramsType where
-  parseUrlPiece n = pure $ (read . cs) n
-instance ToHttpApiData NgramsType where
-  toUrlPiece = pack . show
-instance ToParamSchema NgramsType where
-  toParamSchema _ = toParamSchema (Proxy :: Proxy TODO)
-instance Arbitrary NgramsType where
-  arbitrary = elements [ minBound .. maxBound ]
-
 -- map NgramsType to its assigned id
 instance FromField NgramsType where
   fromField fld mdata =
@@ -127,14 +81,19 @@ instance FromField NgramsType where
 instance ToField NgramsType where
   toField nt = toField $ toDBid nt
 
+instance FromField Ngrams where
+  fromField fld mdata = do
+    x <- fromField fld mdata
+    pure $ text2ngrams x
 
-ngramsTypes :: [NgramsType]
-ngramsTypes = [minBound..]
+instance PGS.ToRow Text where
+  toRow t = [toField t]
+
+text2ngrams :: Text -> Ngrams
+text2ngrams txt = UnsafeNgrams txt' $ length $ splitOn " " txt'
+  where
+    txt' = strip txt
 
-instance ToSchema NgramsType
-{-  where
-  declareNamedSchema = genericDeclareNamedSchema (unPrefixSwagger "_nre_")
---}
 
 newtype NgramsTypeId = NgramsTypeId Int
   deriving (Eq, Show, Ord, Num)
@@ -179,46 +138,6 @@ instance HasDBid NgramsType where
 
 ------------------------------------------------------------------------
 ------------------------------------------------------------------------
--- | TODO put it in Gargantext.Core.Text.Ngrams
-data Ngrams = UnsafeNgrams { _ngramsTerms :: Text
-                           , _ngramsSize  :: Int
-                           }
-  deriving (Generic, Show, Eq, Ord)
-
-instance Hashable Ngrams
-
-makeLenses ''Ngrams
-instance PGS.ToRow Ngrams where
-  toRow (UnsafeNgrams t s) = [toField t, toField s]
-
-instance FromField Ngrams where
-  fromField fld mdata = do
-    x <- fromField fld mdata
-    pure $ text2ngrams x
-
-instance PGS.ToRow Text where
-  toRow t = [toField t]
-
-text2ngrams :: Text -> Ngrams
-text2ngrams txt = UnsafeNgrams txt' $ length $ splitOn " " txt'
-  where
-    txt' = strip txt
-
-
-------------------------------------------------------------------------
--------------------------------------------------------------------------
--- | TODO put it in Gargantext.Core.Text.Ngrams
--- Named entity are typed ngrams of Terms Ngrams
-data NgramsT a =
-  NgramsT { _ngramsType :: NgramsType
-          , _ngramsT    :: a
-          } deriving (Generic, Show, Eq, Ord)
-
-makeLenses ''NgramsT
-
-instance Functor NgramsT where
-  fmap = over ngramsT
-
 -----------------------------------------------------------------------
 withMap :: HashMap Text NgramsId -> Text -> NgramsId
 withMap m n = maybe (panicTrace $ "[G.D.S.Ngrams.withMap] Should not happen" <> (show n))

src/Gargantext/Database/Schema/NgramsPostag.hs

@@ -20,9 +20,9 @@ ngrams in NgramsTerm Lists.
 module Gargantext.Database.Schema.NgramsPostag
   where
 
-import Control.Lens
+import Control.Lens ( makeLenses )
 import Database.PostgreSQL.Simple qualified as PGS
-import Gargantext.Database.Schema.Prelude
+import Gargantext.Database.Schema.Prelude ( Column, SqlInt4, SqlText, ToField(toField), toRow )
 import Gargantext.Prelude
 
 

src/Gargantext/Database/Schema/NodeNgrams.hs

@@ -20,8 +20,9 @@ NodeNgrams register Context of Ngrams (named Cgrams then)
 
 module Gargantext.Database.Schema.NodeNgrams where
 
-import Gargantext.Core.Types
-import Gargantext.Database.Schema.Ngrams (NgramsType)
+import Gargantext.Core.Text.Ngrams (NgramsType)
+import Gargantext.Core.Types.Main ( ListType )
+import Gargantext.Database.Admin.Types.Node ( NodeId )
 import Gargantext.Database.Schema.Prelude
 import Gargantext.Prelude
 

test/Test/API/UpdateList.hs

@@ -13,7 +13,7 @@ module Test.API.UpdateList (
   , pollUntilFinished
   ) where
 
-import Control.Lens ((^.), mapped, over, view)
+import Control.Lens ((^.), mapped, over)
 import Control.Monad.Fail (fail)
 import Data.Aeson.QQ
 import Data.Map.Strict qualified as Map
@@ -27,14 +27,13 @@ import Gargantext.API.Admin.Auth.Types (Token)
 import Gargantext.API.Ngrams qualified as APINgrams
 import Gargantext.API.Ngrams.List ( ngramsListFromCSVData )
 import Gargantext.API.Ngrams.Types ( MSet(..), NgramsPatch(..), NgramsRepoElement(..), NgramsTablePatch(..), NgramsTerm(..), Versioned(..), mSetToList, toNgramsPatch, ne_children, ne_ngrams, vc_data, _NgramsTable )
-import Gargantext.Core.NodeStory (hasNodeStory, nse_getter, HasNodeArchiveStoryImmediateSaver(..))
+import Gargantext.Core.Text.Ngrams
 import Gargantext.Core.Types ( CorpusId, ListId, ListType(..), NodeId, _NodeId )
 import Gargantext.Core.Types.Individu
 import Gargantext.Database.Action.User
 import Gargantext.Database.Admin.Types.Hyperdata.Corpus
 import Gargantext.Database.Query.Table.Node
 import Gargantext.Database.Query.Tree.Root
-import Gargantext.Database.Schema.Ngrams
 import Gargantext.Prelude hiding (get)
 import Network.Wai.Handler.Warp qualified as Wai
 import Paths_gargantext (getDataFileName)

test/Test/Database/Operations/NodeStory.hs

@@ -24,6 +24,7 @@ import Gargantext.API.Ngrams (commitStatePatch, mSetFromList, setListNgrams, sav
 import Gargantext.API.Ngrams.Types (MSet(..), NgramsPatch(..), NgramsRepoElement(..), NgramsTerm(..), Versioned(..), mkNgramsTablePatch, nre_children, nre_list, nre_parent, nre_root)
 import Gargantext.API.Ngrams.Tools (getNodeStory)
 import Gargantext.Core.NodeStory
+import Gargantext.Core.Text.Ngrams (NgramsType(..))
 import Gargantext.Core.Types.Individu
 import Gargantext.Core.Types (ListType(..), ListId, NodeId, UserId)
 import Gargantext.Database.Action.User (getUserId)
@@ -32,7 +33,6 @@ import Gargantext.Database.Prelude (runPGSQuery)
 import Gargantext.Database.Query.Table.Ngrams (selectNgramsId)
 import Gargantext.Database.Query.Table.Node
 import Gargantext.Database.Query.Tree.Root
-import Gargantext.Database.Schema.Ngrams (NgramsType(..))
 import Gargantext.Database.Schema.Node (NodePoly(..))
 import Gargantext.Prelude
 import Test.Database.Types