{-# LANGUAGE BangPatterns #-}
module Eventlog.Total (total) where
import Control.Monad.State.Strict (State(), execState, get, put, modify)
import Data.Map (Map, empty, lookup, insert, alter)
import Prelude hiding (init, lookup, lines, words, drop, length, readFile)
import Data.Text (Text)
import Eventlog.Types
data Parse =
Parse
{ symbols :: !(Map Text Text)
, totals :: !(Map Text (Double, Double))
, count :: !Int
}
parse0 :: Parse
parse0 = Parse{ symbols = empty, totals = empty, count = 0 }
total :: [Frame] -> (Int, Map Text (Double, Double))
total fs =
let parse1 = flip execState parse0 . mapM_ parseFrame $ fs
in (
count parse1
, fmap (stddev $ fromIntegral (count parse1)) (totals parse1)
)
stddev :: Double -> (Double, Double) -> (Double, Double)
stddev s0 (s1, s2) = (s1, sqrt (s0 * s2 - s1 * s1) / s0)
parseFrame :: Frame -> State Parse ()
parseFrame (Frame _time ls) = do
_ <- mapM inserter ls
modify $ \p -> p{ count = count p + 1 }
inserter :: Sample -> State Parse Double
inserter (Sample k v) = do
p <- get
k' <- case lookup k (symbols p) of
Nothing -> do
put $! p{ symbols = insert k k (symbols p) }
return k
Just kk -> return kk
p' <- get
put $! p'{ totals = alter (accum v) k' (totals p') }
return $! v
accum :: Double -> Maybe (Double, Double) -> Maybe (Double, Double)
accum x Nothing = Just $! (((,) $! x) $! (x * x))
accum x (Just (y, yy)) = Just $! (((,) $! (x + y)) $! (x * x + yy))