1 {-# OPTIONS_GHC -fno-warn-unused-top-binds #-}
3 Module : Gargantext.API.Ngrams
4 Description : Server API
5 Copyright : (c) CNRS, 2017-Present
6 License : AGPL + CECILL v3
7 Maintainer : team@gargantext.org
8 Stability : experimental
14 get ngrams filtered by NgramsType
19 {-# LANGUAGE ConstraintKinds #-}
20 {-# LANGUAGE ScopedTypeVariables #-}
21 {-# LANGUAGE TemplateHaskell #-}
22 {-# LANGUAGE TypeOperators #-}
23 {-# LANGUAGE TypeFamilies #-}
25 module Gargantext.API.Ngrams
32 --, rmListNgrams TODO fix before exporting
33 , apiNgramsTableCorpus
56 , NgramsRepoElement(..)
82 , listNgramsChangedSince
86 import Control.Concurrent
87 import Control.Lens ((.~), view, (^.), (^..), (+~), (%~), (.~), sumOf, at, _Just, Each(..), (%%~), mapped)
88 import Control.Monad.Reader
89 import Data.Aeson hiding ((.=))
90 import qualified Data.Aeson.Text as DAT
91 import Data.Either (Either(..))
93 import qualified Data.List as List
94 import Data.Map.Strict (Map)
95 import qualified Data.Map.Strict as Map
96 import qualified Data.Map.Strict.Patch as PM
97 import Data.Maybe (fromMaybe)
99 import Data.Ord (Down(..))
100 import Data.Patch.Class (Action(act), Transformable(..), ours)
101 import qualified Data.Set as S
102 import qualified Data.Set as Set
103 import Data.Swagger hiding (version, patch)
104 import Data.Text (Text, isInfixOf, unpack)
105 import Data.Text.Lazy.IO as DTL
106 import Formatting (hprint, int, (%))
107 import Formatting.Clock (timeSpecs)
108 import GHC.Generics (Generic)
109 import Servant hiding (Patch)
110 import System.Clock (getTime, TimeSpec, Clock(..))
111 import System.IO (stderr)
112 import Test.QuickCheck (elements)
113 import Test.QuickCheck.Arbitrary (Arbitrary, arbitrary)
115 import Prelude (error)
116 import Gargantext.Prelude
118 import Gargantext.API.Admin.Types (HasSettings)
119 -- import qualified Gargantext.API.Metrics as Metrics
120 import Gargantext.API.Ngrams.Types
121 import Gargantext.Core.Types (ListType(..), NodeId, ListId, DocId, Limit, Offset, HasInvalidError, TODO, assertValid)
122 import Gargantext.Core.Utils (something)
123 -- import Gargantext.Core.Viz.Graph.API (recomputeGraph)
124 -- import Gargantext.Core.Viz.Graph.Distances (Distance(Conditional))
125 import Gargantext.Database.Action.Metrics.NgramsByNode (getOccByNgramsOnlyFast')
126 import Gargantext.Database.Query.Table.Node.Select
127 import Gargantext.Database.Query.Table.Ngrams hiding (NgramsType(..), ngrams, ngramsType, ngrams_terms)
128 import Gargantext.Database.Admin.Config (userMaster)
129 import Gargantext.Database.Query.Table.Node.Error (HasNodeError)
130 import Gargantext.Database.Admin.Types.Node (NodeType(..))
131 import Gargantext.Database.Prelude (HasConnectionPool, HasConfig)
132 import qualified Gargantext.Database.Query.Table.Ngrams as TableNgrams
133 -- import Gargantext.Database.Query.Table.Node (getNode)
134 -- import Gargantext.Database.Schema.Node (NodePoly(..))
137 -- TODO sequences of modifications (Patchs)
138 type NgramsIdPatch = Patch NgramsId NgramsPatch
140 ngramsPatch :: Int -> NgramsPatch
141 ngramsPatch n = NgramsPatch (DM.fromList [(1, StopTerm)]) (Set.fromList [n]) Set.empty
143 toEdit :: NgramsId -> NgramsPatch -> Edit NgramsId NgramsPatch
144 toEdit n p = Edit n p
145 ngramsIdPatch :: Patch NgramsId NgramsPatch
146 ngramsIdPatch = fromList $ catMaybes $ reverse [ replace (1::NgramsId) (Just $ ngramsPatch 1) Nothing
147 , replace (1::NgramsId) Nothing (Just $ ngramsPatch 2)
148 , replace (2::NgramsId) Nothing (Just $ ngramsPatch 2)
151 -- applyPatchBack :: Patch -> IO Patch
152 -- isEmptyPatch = Map.all (\x -> Set.isEmpty (add_children x) && Set.isEmpty ... )
154 ------------------------------------------------------------------------
155 ------------------------------------------------------------------------
156 ------------------------------------------------------------------------
159 -- TODO: Replace.old is ignored which means that if the current list
160 -- `MapTerm` and that the patch is `Replace CandidateTerm StopTerm` then
161 -- the list is going to be `StopTerm` while it should keep `MapTerm`.
162 -- However this should not happen in non conflicting situations.
163 mkListsUpdate :: NgramsType -> NgramsTablePatch -> [(NgramsTypeId, NgramsTerm, ListTypeId)]
164 mkListsUpdate nt patches =
165 [ (ngramsTypeId nt, ng, listTypeId lt)
166 | (ng, patch) <- patches ^.. ntp_ngrams_patches . ifolded . withIndex
167 , lt <- patch ^.. patch_list . new
170 mkChildrenGroups :: (PatchSet NgramsTerm -> Set NgramsTerm)
173 -> [(NgramsTypeId, NgramsParent, NgramsChild)]
174 mkChildrenGroups addOrRem nt patches =
175 [ (ngramsTypeId nt, parent, child)
176 | (parent, patch) <- patches ^.. ntp_ngrams_patches . ifolded . withIndex
177 , child <- patch ^.. patch_children . to addOrRem . folded
181 ------------------------------------------------------------------------
183 saveRepo :: ( MonadReader env m, MonadBase IO m, HasRepoSaver env )
185 saveRepo = liftBase =<< view repoSaver
187 listTypeConflictResolution :: ListType -> ListType -> ListType
188 listTypeConflictResolution _ _ = undefined -- TODO Use Map User ListType
190 ngramsStatePatchConflictResolution
191 :: TableNgrams.NgramsType
194 -> ConflictResolutionNgramsPatch
195 ngramsStatePatchConflictResolution _ngramsType _nodeId _ngramsTerm
196 = (ours, (const ours, ours), (False, False))
197 -- (False, False) mean here that Mod has always priority.
198 -- (True, False) <- would mean priority to the left (same as ours).
200 -- undefined {- TODO think this through -}, listTypeConflictResolution)
203 -- Insertions are not considered as patches,
204 -- they do not extend history,
205 -- they do not bump version.
206 insertNewOnly :: a -> Maybe b -> a
207 insertNewOnly m = maybe m (const $ error "insertNewOnly: impossible")
208 -- TODO error handling
211 -- TODO refactor with putListNgrams
212 copyListNgrams :: RepoCmdM env err m
213 => NodeId -> NodeId -> NgramsType
215 copyListNgrams srcListId dstListId ngramsType = do
217 liftBase $ modifyMVar_ var $
218 pure . (r_state . at ngramsType %~ (Just . f . something))
221 f :: Map NodeId NgramsTableMap -> Map NodeId NgramsTableMap
222 f m = m & at dstListId %~ insertNewOnly (m ^. at srcListId)
224 -- TODO refactor with putListNgrams
225 -- The list must be non-empty!
226 -- The added ngrams must be non-existent!
227 addListNgrams :: RepoCmdM env err m
228 => NodeId -> NgramsType
229 -> [NgramsElement] -> m ()
230 addListNgrams listId ngramsType nes = do
232 liftBase $ modifyMVar_ var $
233 pure . (r_state . at ngramsType . _Just . at listId . _Just <>~ m)
236 m = Map.fromList $ (\n -> (n ^. ne_ngrams, n)) <$> nes
240 rmListNgrams :: RepoCmdM env err m
242 -> TableNgrams.NgramsType
244 rmListNgrams l nt = setListNgrams l nt mempty
246 -- | TODO: incr the Version number
247 -- && should use patch
249 setListNgrams :: RepoCmdM env err m
251 -> TableNgrams.NgramsType
252 -> Map NgramsTerm NgramsRepoElement
254 setListNgrams listId ngramsType ns = do
256 liftBase $ modifyMVar_ var $
260 (at listId .~ ( Just ns))
267 currentVersion :: RepoCmdM env err m
271 r <- liftBase $ readMVar var
272 pure $ r ^. r_version
275 -- tableNgramsPut :: (HasInvalidError err, RepoCmdM env err m)
276 commitStatePatch :: RepoCmdM env err m => Versioned NgramsStatePatch -> m (Versioned NgramsStatePatch)
277 commitStatePatch (Versioned p_version p) = do
279 vq' <- liftBase $ modifyMVar var $ \r -> do
281 q = mconcat $ take (r ^. r_version - p_version) (r ^. r_history)
282 (p', q') = transformWith ngramsStatePatchConflictResolution p q
283 r' = r & r_version +~ 1
285 & r_history %~ (p' :)
287 -- Ideally we would like to check these properties. However:
288 -- * They should be checked only to debug the code. The client data
289 -- should be able to trigger these.
290 -- * What kind of error should they throw (we are in IO here)?
291 -- * Should we keep modifyMVar?
292 -- * Should we throw the validation in an Exception, catch it around
293 -- modifyMVar and throw it back as an Error?
294 assertValid $ transformable p q
295 assertValid $ applicable p' (r ^. r_state)
297 pure (r', Versioned (r' ^. r_version) q')
302 -- This is a special case of tableNgramsPut where the input patch is empty.
303 tableNgramsPull :: RepoCmdM env err m
305 -> TableNgrams.NgramsType
307 -> m (Versioned NgramsTablePatch)
308 tableNgramsPull listId ngramsType p_version = do
310 r <- liftBase $ readMVar var
313 q = mconcat $ take (r ^. r_version - p_version) (r ^. r_history)
314 q_table = q ^. _PatchMap . at ngramsType . _Just . _PatchMap . at listId . _Just
316 pure (Versioned (r ^. r_version) q_table)
318 -- Apply the given patch to the DB and returns the patch to be applied on the
321 tableNgramsPut :: (HasNodeError err,
324 HasConnectionPool env,
329 -> Versioned NgramsTablePatch
330 -> m (Versioned NgramsTablePatch)
331 tableNgramsPut tabType listId (Versioned p_version p_table)
332 | p_table == mempty = do
333 let ngramsType = ngramsTypeFromTabType tabType
334 tableNgramsPull listId ngramsType p_version
337 let ngramsType = ngramsTypeFromTabType tabType
338 (p0, p0_validity) = PM.singleton listId p_table
339 (p, p_validity) = PM.singleton ngramsType p0
341 assertValid p0_validity
342 assertValid p_validity
344 ret <- commitStatePatch (Versioned p_version p)
345 <&> v_data %~ (view (_PatchMap . at ngramsType . _Just . _PatchMap . at listId . _Just))
348 node <- getNode listId
349 let nId = _node_id node
350 _uId = _node_userId node
351 mCId = _node_parentId node
352 -- printDebug "[tableNgramsPut] updating graph with nId" nId
353 -- printDebug "[tableNgramsPut] updating graph with uId" uId
354 -- _ <- recomputeGraph uId nId Conditional
356 printDebug "[tableNgramsPut] tabType" tabType
357 printDebug "[tableNgramsPut] listId" listId
361 printDebug "[tableNgramsPut] can't update charts, no parent, nId" nId
366 -- printDebug "[tableNgramsPut] Authors, updating Pie, cId" cId
367 _ <- Metrics.updatePie cId (Just listId) tabType Nothing
370 -- printDebug "[tableNgramsPut] Institutes, updating Tree, cId" cId
371 -- printDebug "[tableNgramsPut] updating tree StopTerm, cId" cId
372 _ <- Metrics.updateTree cId (Just listId) tabType StopTerm
373 -- printDebug "[tableNgramsPut] updating tree CandidateTerm, cId" cId
374 _ <- Metrics.updateTree cId (Just listId) tabType CandidateTerm
375 -- printDebug "[tableNgramsPut] updating tree MapTerm, cId" cId
376 _ <- Metrics.updateTree cId (Just listId) tabType MapTerm
379 -- printDebug "[tableNgramsPut] Sources, updating chart, cId" cId
380 _ <- Metrics.updateChart cId (Just listId) tabType Nothing
383 -- printDebug "[tableNgramsPut] Terms, updating Metrics (Histo), cId" cId
384 _ <- Metrics.updateChart cId (Just listId) tabType Nothing
385 _ <- Metrics.updatePie cId (Just listId) tabType Nothing
386 _ <- Metrics.updateScatter cId (Just listId) tabType Nothing
387 _ <- Metrics.updateTree cId (Just listId) tabType StopTerm
388 _ <- Metrics.updateTree cId (Just listId) tabType CandidateTerm
389 _ <- Metrics.updateTree cId (Just listId) tabType MapTerm
392 printDebug "[tableNgramsPut] no update for tabType = " tabType
399 { _ne_list :: ListType
400 If we merge the parents/children we can potentially create cycles!
401 , _ne_parent :: Maybe NgramsTerm
402 , _ne_children :: MSet NgramsTerm
406 getNgramsTableMap :: RepoCmdM env err m
408 -> TableNgrams.NgramsType
409 -> m (Versioned NgramsTableMap)
410 getNgramsTableMap nodeId ngramsType = do
412 repo <- liftBase $ readMVar v
413 pure $ Versioned (repo ^. r_version)
414 (repo ^. r_state . at ngramsType . _Just . at nodeId . _Just)
416 dumpJsonTableMap :: RepoCmdM env err m
419 -> TableNgrams.NgramsType
421 dumpJsonTableMap fpath nodeId ngramsType = do
422 m <- getNgramsTableMap nodeId ngramsType
423 liftBase $ DTL.writeFile (unpack fpath) (DAT.encodeToLazyText m)
429 -- | TODO Errors management
430 -- TODO: polymorphic for Annuaire or Corpus or ...
431 -- | Table of Ngrams is a ListNgrams formatted (sorted and/or cut).
432 -- TODO: should take only one ListId
434 getTime' :: MonadBase IO m => m TimeSpec
435 getTime' = liftBase $ getTime ProcessCPUTime
438 getTableNgrams :: forall env err m.
439 (RepoCmdM env err m, HasNodeError err, HasConnectionPool env, HasConfig env)
440 => NodeType -> NodeId -> TabType
441 -> ListId -> Limit -> Maybe Offset
443 -> Maybe MinSize -> Maybe MaxSize
445 -> (NgramsTerm -> Bool)
446 -> m (Versioned NgramsTable)
447 getTableNgrams _nType nId tabType listId limit_ offset
448 listType minSize maxSize orderBy searchQuery = do
451 -- lIds <- selectNodesWithUsername NodeList userMaster
453 ngramsType = ngramsTypeFromTabType tabType
454 offset' = maybe 0 identity offset
455 listType' = maybe (const True) (==) listType
456 minSize' = maybe (const True) (<=) minSize
457 maxSize' = maybe (const True) (>=) maxSize
459 selected_node n = minSize' s
461 && searchQuery (n ^. ne_ngrams)
462 && listType' (n ^. ne_list)
466 selected_inner roots n = maybe False (`Set.member` roots) (n ^. ne_root)
468 ---------------------------------------
469 sortOnOrder Nothing = identity
470 sortOnOrder (Just TermAsc) = List.sortOn $ view ne_ngrams
471 sortOnOrder (Just TermDesc) = List.sortOn $ Down . view ne_ngrams
472 sortOnOrder (Just ScoreAsc) = List.sortOn $ view ne_occurrences
473 sortOnOrder (Just ScoreDesc) = List.sortOn $ Down . view ne_occurrences
475 ---------------------------------------
476 selectAndPaginate :: Map NgramsTerm NgramsElement -> [NgramsElement]
477 selectAndPaginate tableMap = roots <> inners
479 list = tableMap ^.. each
480 rootOf ne = maybe ne (\r -> fromMaybe (panic "getTableNgrams: invalid root") (tableMap ^. at r))
482 selected_nodes = list & take limit_
484 . filter selected_node
485 . sortOnOrder orderBy
486 roots = rootOf <$> selected_nodes
487 rootsSet = Set.fromList (_ne_ngrams <$> roots)
488 inners = list & filter (selected_inner rootsSet)
490 ---------------------------------------
491 setScores :: forall t. Each t t NgramsElement NgramsElement => Bool -> t -> m t
492 setScores False table = pure table
493 setScores True table = do
494 let ngrams_terms = unNgramsTerm <$> (table ^.. each . ne_ngrams)
496 occurrences <- getOccByNgramsOnlyFast' nId
501 liftBase $ hprint stderr
502 ("getTableNgrams/setScores #ngrams=" % int % " time=" % timeSpecs % "\n")
503 (length ngrams_terms) t1 t2
505 occurrences <- getOccByNgramsOnlySlow nType nId
511 setOcc ne = ne & ne_occurrences .~ sumOf (at (unNgramsTerm (ne ^. ne_ngrams)) . _Just) occurrences
513 pure $ table & each %~ setOcc
514 ---------------------------------------
516 -- lists <- catMaybes <$> listsWith userMaster
517 -- trace (show lists) $
518 -- getNgramsTableMap ({-lists <>-} listIds) ngramsType
520 let scoresNeeded = needsScores orderBy
521 tableMap1 <- getNgramsTableMap listId ngramsType
523 tableMap2 <- tableMap1 & v_data %%~ setScores scoresNeeded
524 . Map.mapWithKey ngramsElementFromRepo
526 tableMap3 <- tableMap2 & v_data %%~ fmap NgramsTable
527 . setScores (not scoresNeeded)
530 liftBase $ hprint stderr
531 ("getTableNgrams total=" % timeSpecs
532 % " map1=" % timeSpecs
533 % " map2=" % timeSpecs
534 % " map3=" % timeSpecs
535 % " sql=" % (if scoresNeeded then "map2" else "map3")
537 ) t0 t3 t0 t1 t1 t2 t2 t3
541 scoresRecomputeTableNgrams :: forall env err m. (RepoCmdM env err m, HasNodeError err, HasConnectionPool env, HasConfig env) => NodeId -> TabType -> ListId -> m Int
542 scoresRecomputeTableNgrams nId tabType listId = do
543 tableMap <- getNgramsTableMap listId ngramsType
544 _ <- tableMap & v_data %%~ setScores
545 . Map.mapWithKey ngramsElementFromRepo
549 ngramsType = ngramsTypeFromTabType tabType
551 setScores :: forall t. Each t t NgramsElement NgramsElement => t -> m t
553 let ngrams_terms = unNgramsTerm <$> (table ^.. each . ne_ngrams)
554 occurrences <- getOccByNgramsOnlyFast' nId
559 setOcc ne = ne & ne_occurrences .~ sumOf (at (unNgramsTerm (ne ^. ne_ngrams)) . _Just) occurrences
561 pure $ table & each %~ setOcc
567 -- TODO: find a better place for the code above, All APIs stay here
569 data OrderBy = TermAsc | TermDesc | ScoreAsc | ScoreDesc
570 deriving (Generic, Enum, Bounded, Read, Show)
572 instance FromHttpApiData OrderBy
574 parseUrlPiece "TermAsc" = pure TermAsc
575 parseUrlPiece "TermDesc" = pure TermDesc
576 parseUrlPiece "ScoreAsc" = pure ScoreAsc
577 parseUrlPiece "ScoreDesc" = pure ScoreDesc
578 parseUrlPiece _ = Left "Unexpected value of OrderBy"
581 instance ToParamSchema OrderBy
582 instance FromJSON OrderBy
583 instance ToJSON OrderBy
584 instance ToSchema OrderBy
585 instance Arbitrary OrderBy
587 arbitrary = elements [minBound..maxBound]
589 needsScores :: Maybe OrderBy -> Bool
590 needsScores (Just ScoreAsc) = True
591 needsScores (Just ScoreDesc) = True
592 needsScores _ = False
594 type TableNgramsApiGet = Summary " Table Ngrams API Get"
595 :> QueryParamR "ngramsType" TabType
596 :> QueryParamR "list" ListId
597 :> QueryParamR "limit" Limit
598 :> QueryParam "offset" Offset
599 :> QueryParam "listType" ListType
600 :> QueryParam "minTermSize" MinSize
601 :> QueryParam "maxTermSize" MaxSize
602 :> QueryParam "orderBy" OrderBy
603 :> QueryParam "search" Text
604 :> Get '[JSON] (Versioned NgramsTable)
606 type TableNgramsApiPut = Summary " Table Ngrams API Change"
607 :> QueryParamR "ngramsType" TabType
608 :> QueryParamR "list" ListId
609 :> ReqBody '[JSON] (Versioned NgramsTablePatch)
610 :> Put '[JSON] (Versioned NgramsTablePatch)
612 type RecomputeScoresNgramsApiGet = Summary " Recompute scores for ngrams table"
613 :> QueryParamR "ngramsType" TabType
614 :> QueryParamR "list" ListId
615 :> "recompute" :> Post '[JSON] Int
617 type TableNgramsApiGetVersion = Summary " Table Ngrams API Get Version"
618 :> QueryParamR "ngramsType" TabType
619 :> QueryParamR "list" ListId
620 :> Get '[JSON] Version
622 type TableNgramsApi = TableNgramsApiGet
623 :<|> TableNgramsApiPut
624 :<|> RecomputeScoresNgramsApiGet
625 :<|> "version" :> TableNgramsApiGetVersion
627 getTableNgramsCorpus :: (RepoCmdM env err m, HasNodeError err, HasConnectionPool env, HasConfig env)
634 -> Maybe MinSize -> Maybe MaxSize
636 -> Maybe Text -- full text search
637 -> m (Versioned NgramsTable)
638 getTableNgramsCorpus nId tabType listId limit_ offset listType minSize maxSize orderBy mt =
639 getTableNgrams NodeCorpus nId tabType listId limit_ offset listType minSize maxSize orderBy searchQuery
641 searchQuery (NgramsTerm nt) = maybe (const True) isInfixOf mt nt
643 getTableNgramsVersion :: (RepoCmdM env err m, HasNodeError err, HasConnectionPool env, HasConfig env)
648 getTableNgramsVersion _nId _tabType _listId = currentVersion
650 -- Versioned { _v_version = v } <- getTableNgramsCorpus nId tabType listId 100000 Nothing Nothing Nothing Nothing Nothing Nothing
651 -- This line above looks like a waste of computation to finally get only the version.
652 -- See the comment about listNgramsChangedSince.
655 -- | Text search is deactivated for now for ngrams by doc only
656 getTableNgramsDoc :: (RepoCmdM env err m, HasNodeError err, HasConnectionPool env, HasConfig env)
658 -> ListId -> Limit -> Maybe Offset
660 -> Maybe MinSize -> Maybe MaxSize
662 -> Maybe Text -- full text search
663 -> m (Versioned NgramsTable)
664 getTableNgramsDoc dId tabType listId limit_ offset listType minSize maxSize orderBy _mt = do
665 ns <- selectNodesWithUsername NodeList userMaster
666 let ngramsType = ngramsTypeFromTabType tabType
667 ngs <- selectNgramsByDoc (ns <> [listId]) dId ngramsType
668 let searchQuery (NgramsTerm nt) = flip S.member (S.fromList ngs) nt
669 getTableNgrams NodeDocument dId tabType listId limit_ offset listType minSize maxSize orderBy searchQuery
673 apiNgramsTableCorpus :: ( RepoCmdM env err m
675 , HasInvalidError err
676 , HasConnectionPool env
680 => NodeId -> ServerT TableNgramsApi m
681 apiNgramsTableCorpus cId = getTableNgramsCorpus cId
683 :<|> scoresRecomputeTableNgrams cId
684 :<|> getTableNgramsVersion cId
686 apiNgramsTableDoc :: ( RepoCmdM env err m
688 , HasInvalidError err
689 , HasConnectionPool env
693 => DocId -> ServerT TableNgramsApi m
694 apiNgramsTableDoc dId = getTableNgramsDoc dId
696 :<|> scoresRecomputeTableNgrams dId
697 :<|> getTableNgramsVersion dId
698 -- > index all the corpus accordingly (TODO AD)
700 -- Did the given list of ngrams changed since the given version?
701 -- The returned value is versioned boolean value, meaning that one always retrieve the
703 -- If the given version is negative then one simply receive the latest version and True.
704 -- Using this function is more precise than simply comparing the latest version number
705 -- with the local version number. Indeed there might be no change to this particular list
706 -- and still the version number has changed because of other lists.
708 -- Here the added value is to make a compromise between precision, computation, and bandwidth:
709 -- * currentVersion: good computation, good bandwidth, bad precision.
710 -- * listNgramsChangedSince: good precision, good bandwidth, bad computation.
711 -- * tableNgramsPull: good precision, good bandwidth (if you use the received data!), bad computation.
712 listNgramsChangedSince :: RepoCmdM env err m
713 => ListId -> TableNgrams.NgramsType -> Version -> m (Versioned Bool)
714 listNgramsChangedSince listId ngramsType version
716 Versioned <$> currentVersion <*> pure True
718 tableNgramsPull listId ngramsType version & mapped . v_data %~ (== mempty)