{-# LANGUAGE NoImplicitPrelude #-}
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE StandaloneDeriving #-}
-{-# LANGUAGE TypeOperators #-}
+{-# LANGUAGE TypeOperators #-}
{-# LANGUAGE Strict #-}
module Main where
+import System.Directory (doesFileExist)
+
import Data.Aeson
-import Data.ByteString.Lazy (writeFile)
-import Data.Text (Text)
+import Data.Text (Text, unwords, unlines)
+import Data.List ((++),concat)
import GHC.Generics
+import GHC.IO (FilePath)
import Gargantext.Prelude
import Gargantext.Text.List.CSV (csvGraphTermList)
-import Gargantext.Text.Parsers.CSV (readCsv, csv_title, csv_abstract, csv_publication_year)
+import Gargantext.Text.Corpus.Parsers.CSV (csv_title, csv_abstract, csv_publication_year)
+import qualified Gargantext.Text.Corpus.Parsers.CSV as CSV
+import Gargantext.Text.Corpus.Parsers (FileFormat(..),parseFile)
import Gargantext.Text.Terms.WithList
+import Gargantext.Text.Context (TermList)
+
+import Control.Monad (mapM)
+
import System.Environment
+
+import Gargantext.Viz.Phylo
+import Gargantext.Viz.Phylo.Tools
+import Gargantext.Viz.Phylo.LevelMaker
+import Gargantext.Viz.Phylo.View.Export
+import Gargantext.Viz.Phylo.View.ViewMaker
+
+import Gargantext.Database.Types.Node
+import Data.Maybe
+
+import Control.Concurrent.Async as CCA (mapConcurrently)
+
import qualified Data.Map as DM
import qualified Data.Vector as DV
+import qualified Data.List as DL
+import qualified Data.Text as DT
+import qualified Prelude as P
+import qualified Data.ByteString.Lazy as L
+
+
+--------------
+-- | Conf | --
+--------------
+
+
+type ListPath = FilePath
+type FisPath = FilePath
+type CorpusPath = FilePath
+data CorpusType = Wos | Csv deriving (Show,Generic)
+type Limit = Int
-------------------------------------------------------------------------
--- Format to produce the Phylo
-data TextsByYear =
- TextsByYear { year :: Int
- , texts :: [[Text]]
- } deriving (Show, Generic)
+data Conf =
+ Conf { corpusPath :: CorpusPath
+ , corpusType :: CorpusType
+ , listPath :: ListPath
+ , fisPath :: FilePath
+ , outputPath :: FilePath
+ , phyloName :: Text
+ , limit :: Limit
+ , timeGrain :: Int
+ , timeStep :: Int
+ , timeFrame :: Int
+ , timeFrameTh :: Double
+ , timeTh :: Double
+ , timeSens :: Double
+ , reBranchThr :: Double
+ , reBranchNth :: Int
+ , clusterTh :: Double
+ , clusterSens :: Double
+ , phyloLevel :: Int
+ , viewLevel :: Int
+ , fisSupport :: Int
+ , fisClique :: Int
+ , minSizeBranch :: Int
+ } deriving (Show,Generic)
-instance ToJSON TextsByYear
-------------------------------------------------------------------------
+instance FromJSON Conf
+instance ToJSON Conf
-filterTerms :: Patterns -> (a, [Text]) -> (a, [[Text]])
-filterTerms patterns (year', docs) = (year', map (termsInText patterns) docs)
+instance FromJSON CorpusType
+instance ToJSON CorpusType
+
+
+decoder :: P.Either a b -> b
+decoder (P.Left _) = P.error "Error"
+decoder (P.Right x) = x
+
+-- | Get the conf from a Json file
+getJson :: FilePath -> IO L.ByteString
+getJson path = L.readFile path
+
+
+---------------
+-- | Parse | --
+---------------
+
+
+-- | To filter the Ngrams of a document based on the termList
+filterTerms :: Patterns -> (a, Text) -> (a, [Text])
+filterTerms patterns (y,d) = (y,termsInText patterns d)
where
+ --------------------------------------
termsInText :: Patterns -> Text -> [Text]
- termsInText pats txt = extractTermsWithList' pats txt
+ termsInText pats txt = DL.nub
+ $ DL.concat
+ $ map (map unwords)
+ $ extractTermsWithList pats txt
+ --------------------------------------
+
+
+-- | To transform a Csv nfile into a readable corpus
+csvToCorpus :: Limit -> CorpusPath -> IO ([(Int,Text)])
+csvToCorpus limit csv = DV.toList
+ -- . DV.reverse
+ . DV.take limit
+ -- . DV.reverse
+ . DV.map (\n -> (csv_publication_year n, (csv_title n) <> " " <> (csv_abstract n)))
+ . snd <$> CSV.readFile csv
+
+
+-- | To transform a Wos nfile into a readable corpus
+wosToCorpus :: Limit -> CorpusPath -> IO ([(Int,Text)])
+wosToCorpus limit path = DL.take limit
+ . map (\d -> ((fromJust $_hyperdataDocument_publication_year d)
+ ,(fromJust $_hyperdataDocument_title d) <> " " <> (fromJust $_hyperdataDocument_abstract d)))
+ . filter (\d -> (isJust $_hyperdataDocument_publication_year d)
+ && (isJust $_hyperdataDocument_title d)
+ && (isJust $_hyperdataDocument_abstract d))
+ . concat
+ <$> mapConcurrently (\idx -> parseFile WOS (path <> show(idx) <> ".txt")) [1..20]
+
+
+-- | To use the correct parser given a CorpusType
+fileToCorpus :: CorpusType -> Limit -> CorpusPath -> IO ([(Int,Text)])
+fileToCorpus format limit path = case format of
+ Wos -> wosToCorpus limit path
+ Csv -> csvToCorpus limit path
+
+
+-- | To parse a file into a list of Document
+parse :: CorpusType -> Limit -> CorpusPath -> TermList -> IO [Document]
+parse format limit path l = do
+ corpus <- fileToCorpus format limit path
+ let patterns = buildPatterns l
+ pure $ map ( (\(y,t) -> Document y t) . filterTerms patterns) corpus
+
+
+-- | To parse an existing Fis file
+parseFis :: FisPath -> Text -> Int -> Int -> Int -> Int -> IO [PhyloFis]
+parseFis path name grain step support clique = do
+ fisExists <- doesFileExist (path <> (DT.unpack name) <> "_" <> show(grain) <> "_" <> show(step) <> "_" <> show(support) <> "_" <> show(clique) <> ".json")
+ if fisExists
+ then do
+ fisJson <- (eitherDecode <$> getJson (path <> (DT.unpack name) <> "_" <> show(grain) <> "_" <> show(step) <> "_" <> show(support) <> "_" <> show(clique) <> ".json")) :: IO (P.Either P.String [PhyloFis])
+ case fisJson of
+ P.Left err -> do
+ putStrLn err
+ pure []
+ P.Right fis -> pure fis
+ else pure []
+
+writeFis :: FisPath -> Text -> Int -> Int -> Int -> Int -> DM.Map (Date,Date) [PhyloFis] -> IO ()
+writeFis path name grain step support clique fis = do
+ let fisPath = path <> (DT.unpack name) <> "_" <> show(grain) <> "_" <> show(step) <> "_" <> show(support) <> "_" <> show(clique) <> ".json"
+ L.writeFile fisPath $ encode (DL.concat $ DM.elems fis)
+
+--------------
+-- | Main | --
+--------------
+
main :: IO ()
-main = do
- [corpusFile, termListFile, outputFile] <- getArgs
+main = do
+
+ [jsonPath] <- getArgs
+
+ confJson <- (eitherDecode <$> getJson jsonPath) :: IO (P.Either P.String Conf)
+
+ case confJson of
+ P.Left err -> putStrLn err
+ P.Right conf -> do
+
+ termList <- csvGraphTermList (listPath conf)
+
+ corpus <- parse (corpusType conf) (limit conf) (corpusPath conf) termList
+
+ putStrLn $ ("\n" <> show (length corpus) <> " parsed docs")
+
+ fis <- parseFis (fisPath conf) (phyloName conf) (timeGrain conf) (timeStep conf) (fisSupport conf) (fisClique conf)
+
+ putStrLn $ ("\n" <> show (length fis) <> " parsed fis")
+
+ let fis' = DM.fromListWith (++) $ DL.sortOn (fst . fst) $ map (\f -> (getFisPeriod f,[f])) fis
+
+ let query = PhyloQueryBuild (phyloName conf) "" (timeGrain conf) (timeStep conf)
+ (Fis $ FisParams True (fisSupport conf) (fisClique conf)) [] [] (WeightedLogJaccard $ WLJParams (timeTh conf) (timeSens conf)) (timeFrame conf) (timeFrameTh conf)
+ (reBranchThr conf) (reBranchNth conf) (phyloLevel conf)
+ (RelatedComponents $ RCParams $ WeightedLogJaccard $ WLJParams (clusterTh conf) (clusterSens conf))
+
+ let queryView = PhyloQueryView (viewLevel conf) Merge False 1 [BranchAge,BranchBirth,BranchGroups] [SizeBranch $ SBParams (minSizeBranch conf)] [GroupLabelIncDyn,BranchPeakInc] (Just (ByBranchBirth,Asc)) Json Flat True
+
+ let phylo = toPhylo query corpus termList fis'
- corpus <- DM.fromListWith (<>)
- . DV.toList
- . DV.map (\n -> (csv_publication_year n, [(csv_title n) <> " " <> (csv_abstract n)]))
- . snd
- <$> readCsv corpusFile
+ writeFis (fisPath conf) (phyloName conf) (timeGrain conf) (timeStep conf) (fisSupport conf) (fisClique conf) (getPhyloFis phylo)
- termList <- csvGraphTermList termListFile
- putStrLn $ show $ length termList
- let patterns = buildPatterns termList
+ let view = toPhyloView queryView phylo
- let corpusParsed = map ( (\(y,t) -> TextsByYear y t) . filterTerms patterns) (DM.toList corpus)
+ putStrLn $ ("phylo completed until level " <> show (phyloLevel conf) <> ", export at level " <> show (viewLevel conf))
- -- TODO Phylo here
- writeFile outputFile $ encode corpusParsed
+ let outputFile = (outputPath conf) <> (DT.unpack $ phyloName conf)
+ <> "_" <> show (limit conf) <> "_"
+ <> "_" <> show (timeTh conf) <> "_"
+ <> "_" <> show (timeSens conf) <> "_"
+ <> "_" <> show (clusterTh conf) <> "_"
+ <> "_" <> show (clusterSens conf)
+ <> ".dot"
+ P.writeFile outputFile $ dotToString $ viewToDot view