module Eventlog.Total(total) where
import Control.Monad.State.Strict (State(), execState, get, put, modify)
import Data.Map (Map, empty, alter)
import Prelude hiding (init, lookup, lines, words, drop, length, readFile)
import Eventlog.Types
data Parse =
Parse
{ totals :: !(Map Bucket (Double, Double))
, count :: !Int
}
parse0 :: Parse
parse0 = Parse{ totals = empty, count = 0 }
total :: [Frame] -> (Int, Map Bucket (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
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))