{-|
Module : Gargantext.Database.Metrics
Description : Get Metrics from Storage (Database like)
Copyright : (c) CNRS, 2017-Present
License : AGPL + CECILL v3
Maintainer : team@gargantext.org
Stability : experimental
Portability : POSIX
Node API
-}
{-# LANGUAGE QuasiQuotes #-}
module Gargantext.Database.Action.Metrics
where
-- import Gargantext.Database.Action.Metrics.NgramsByContext (refreshNgramsMaterialized)
import Data.HashMap.Strict (HashMap)
import Data.HashMap.Strict qualified as HM
import Data.List qualified as List
import Data.Map.Strict qualified as Map
import Data.Set qualified as Set
import Data.Text qualified as Text
import Data.Vector (Vector)
import Database.PostgreSQL.Simple (Query, Only(..))
import Database.PostgreSQL.Simple.SqlQQ (sql)
import Database.PostgreSQL.Simple.ToField (toField, Action{-, ToField-})
import Database.PostgreSQL.Simple.Types (Values(..), QualifiedIdentifier(..))
import Gargantext.API.Ngrams.Tools (filterListWithRoot, groupNodesByNgrams, Diagonal(..), getCoocByNgrams, mapTermListRoot, RootTerm, getRepo)
import Gargantext.API.Ngrams.Types (TabType(..), ngramsTypeFromTabType, NgramsTerm(..))
import Gargantext.Core (HasDBid(toDBid))
import Gargantext.Core.NodeStory
import Gargantext.Core.Text.Metrics (scored, Scored(..), {-localMetrics, toScored-})
import Gargantext.Core.Types (ListType(..), NodeType(..), ContextId, contextId2NodeId)
import Gargantext.Core.Types.Query (Limit(..))
import Gargantext.Database.Action.Metrics.NgramsByContext (getContextsByNgramsOnlyUser{-, getTficfWith-})
import Gargantext.Database.Admin.Config (userMaster)
import Gargantext.Database.Admin.Types.Node (ListId, CorpusId)
import Gargantext.Database.Prelude (runPGSQuery{-, formatPGSQuery-})
import Gargantext.Database.Query.Table.Node.Select
import Gargantext.Prelude
getMetrics :: (HasNodeStory env err m)
=> CorpusId -> ListId -> TabType -> Maybe Limit
-> m (HashMap NgramsTerm (ListType, Maybe NgramsTerm), Vector (Scored NgramsTerm))
getMetrics cId listId tabType maybeLimit = do
(ngs, _, myCooc) <- getNgramsCooc cId listId tabType maybeLimit
-- TODO HashMap
pure (ngs, scored myCooc)
getNgramsCooc :: (HasNodeStory env err m)
=> CorpusId -> ListId -> TabType -> Maybe Limit
-> m ( HashMap NgramsTerm (ListType, Maybe NgramsTerm)
, HashMap NgramsTerm (Maybe RootTerm)
, HashMap (NgramsTerm, NgramsTerm) Int
)
getNgramsCooc cId lId tabType maybeLimit = do
(ngs', ngs) <- getNgrams lId tabType
lIds <- selectNodesWithUsername NodeList userMaster
-- FIXME(adn) Audit this, we are converting from a ContextId to a NodeId
myCooc <- HM.filter (>1) <$> getCoocByNgrams (Diagonal True)
<$> HM.map (Set.map contextId2NodeId)
<$> groupNodesByNgrams ngs
<$> getContextsByNgramsOnlyUser cId
(lIds <> [lId])
(ngramsTypeFromTabType tabType)
(take' maybeLimit $ HM.keys ngs)
pure $ (ngs', ngs, myCooc)
------------------------------------------------------------------------
------------------------------------------------------------------------
updateNgramsOccurrences :: (HasNodeStory env err m)
=> CorpusId
-> ListId
-> m ()
updateNgramsOccurrences cId lId = do
_ <- mapM (updateNgramsOccurrences' cId lId Nothing) [Terms, Sources, Authors, Institutes]
pure ()
updateNgramsOccurrences' :: (HasNodeStory env err m)
=> CorpusId -> ListId -> Maybe Limit -> TabType
-> m [Int]
updateNgramsOccurrences' cId lId maybeLimit tabType = do
result <- getNgramsOccurrences cId lId tabType maybeLimit
let
toInsert :: [[Action]]
toInsert = map (\(ngramsTerm, score)
-> [ toField cId
, toField lId
, toField $ unNgramsTerm ngramsTerm
, toField $ toDBid $ ngramsTypeFromTabType tabType
, toField score
]
)
$ HM.toList result
queryInsert :: Query
queryInsert = [sql|
WITH input(corpus_id, list_id, terms, type_id, weight) AS (?)
INSERT into node_node_ngrams (node1_id, node2_id, ngrams_id, ngrams_type, weight)
SELECT input.corpus_id,input.list_id,ngrams.id,input.type_id,input.weight FROM input
JOIN ngrams on ngrams.terms = input.terms
ON CONFLICT (node1_id, node2_id, ngrams_id, ngrams_type)
DO UPDATE SET weight = excluded.weight
RETURNING 1
|]
let fields = map (\t-> QualifiedIdentifier Nothing t)
$ map Text.pack ["int4", "int4","text","int4","int4"]
res <- map (\(Only a) -> a) <$> runPGSQuery queryInsert (Only $ Values fields toInsert)
-- _ <- map (\(Only a) -> a) <$> runPGSQuery [sql|refresh materialized view context_node_ngrams_view;|] ()
-- _ <- refreshNgramsMaterialized
pure res
------------------------------------------------------------------------
-- Used for scores in Ngrams Table
getNgramsOccurrences :: (HasNodeStory env err m)
=> CorpusId -> ListId -> TabType -> Maybe Limit
-> m (HashMap NgramsTerm Int)
getNgramsOccurrences c l t ml = HM.map Set.size <$> getNgramsContexts c l t ml
getNgramsContexts :: (HasNodeStory env err m)
=> CorpusId -> ListId -> TabType -> Maybe Limit
-> m (HashMap NgramsTerm (Set ContextId))
getNgramsContexts cId lId tabType maybeLimit = do
(_ngs', ngs) <- getNgrams lId tabType
lIds <- selectNodesWithUsername NodeList userMaster
-- TODO maybe add an option to group here
getContextsByNgramsOnlyUser cId
(lIds <> [lId])
(ngramsTypeFromTabType tabType)
(take' maybeLimit $ HM.keys ngs)
------------------------------------------------------------------------
updateContextScore :: (HasNodeStory env err m)
=> CorpusId -> ListId
-> m [Int]
updateContextScore cId lId = do
result <- getContextsNgramsScore cId lId Terms MapTerm Nothing
let
toInsert :: [[Action]]
toInsert = map (\(contextId, score)
-> [ toField cId
, toField contextId
, toField score
]
)
$ Map.toList result
queryInsert :: Query
queryInsert = [sql|
WITH input(node_id, context_id, score) AS (?)
UPDATE nodes_contexts nc
SET score = input.score
FROM input
WHERE nc.node_id = input.node_id
AND nc.context_id = input.context_id
RETURNING 1
|]
let fields = map (\t-> QualifiedIdentifier Nothing t)
$ map Text.pack ["int4", "int4","int4"]
map (\(Only a) -> a) <$> runPGSQuery queryInsert (Only $ Values fields toInsert)
-- Used for scores in Doc Table
getContextsNgramsScore :: (HasNodeStory env err m)
=> CorpusId -> ListId -> TabType -> ListType -> Maybe Limit
-> m (Map ContextId Int)
getContextsNgramsScore cId lId tabType listType maybeLimit
= Map.map Set.size <$> getContextsNgrams cId lId tabType listType maybeLimit
getContextsNgrams :: (HasNodeStory env err m)
=> CorpusId -> ListId -> TabType -> ListType -> Maybe Limit
-> m (Map ContextId (Set NgramsTerm))
getContextsNgrams cId lId tabType listType maybeLimit = do
(ngs', ngs) <- getNgrams lId tabType
lIds <- selectNodesWithUsername NodeList userMaster
result <- groupNodesByNgrams ngs <$> getContextsByNgramsOnlyUser
cId
(lIds <> [lId])
(ngramsTypeFromTabType tabType)
( take' maybeLimit
$ HM.keys
$ HM.filter (\v -> fst v == listType) ngs'
)
-- printDebug "getCoocByNgrams" result
pure $ Map.fromListWith (<>)
$ List.concat
$ map (\(ng, contexts) -> List.zip (Set.toList contexts) (List.cycle [Set.singleton ng]))
$ HM.toList result
------------------------------------------------------------------------
------------------------------------------------------------------------
getNgrams :: (HasNodeStory env err m)
=> ListId -> TabType
-> m ( HashMap NgramsTerm (ListType, Maybe NgramsTerm)
, HashMap NgramsTerm (Maybe RootTerm)
)
getNgrams lId tabType = do
lists <- mapTermListRoot [lId] (ngramsTypeFromTabType tabType) <$> getRepo [lId]
-- TODO filterListWithRoot [MapTerm, StopTerm, CandidateTerm] lists
let maybeSyn = HM.unions $ map (\t -> filterListWithRoot t lists)
[[MapTerm], [StopTerm], [CandidateTerm]]
pure (lists, maybeSyn)
-- Some useful Tools
take' :: Maybe Limit -> [a] -> [a]
take' Nothing xs = xs
take' (Just n) xs = take (getLimit n) xs