{- Copyright 2010-2012 Cognimeta Inc. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. -} {-# LANGUAGE TemplateHaskell, TypeFamilies, DeriveDataTypeable #-} module Database.Perdure.History ( History, initial, current, insert, updateHistory, updateHistoryM ) where import Data.Bits import Database.Perdure.Persistent import Control.Arrow import Control.Applicative import qualified Control.Monad.State as Std import Cgm.Control.Monad.State import Control.Monad import Database.Perdure.Ref import Database.Perdure.Deref import Data.Dynamic newtype Queue a = Queue (CDRef [a]) deriving (Show, Typeable) singletonQueue :: a -> Queue a singletonQueue a = Queue $ ref [a] queueInsert :: a -> Queue a -> (Queue a, Maybe a) queueInsert a (Queue as) = first (Queue . ref) $ trim (a : deref as) where trim l = if length l <= maxQueueLength then (l, Nothing) else case reverse $ take (maxQueueLength + 1) l of -- the 'take' drops elements when we decide to reduce maxQueueLength (o : r) -> (reverse r, Just o) [] -> undefined maxQueueLength :: Int maxQueueLength = 2 -- | The History type is used as the state type so as to keep some snapshots of the past, in case data is lost due to a programming error -- by the application developer. It is an homogenous collection so the argument type has to take care of versionning. -- To avoid needless reserialization of the past states, the argument type should be a Ref type. -- -- We keep the last n samples inserted, then n samples keeping one out of every two, -- then n samples keeping one out of every four... Currently n is hard coded to 2. data History a = History Integer [Queue a] deriving (Show, Typeable) -- As an example: -- *Database.Perdure.History> foldr insert empty [0..999] -- if n were 8 -- History 1000 [Queue [0,1,2,3,4,5,6,7],Queue [9,11,13,15,17,19,21,23],Queue [27,31,35,39,43,47,51,55],Queue [63,71,79,87,95,103,111 -- ,119],Queue [127,143,159,175,191,207,223,239],Queue [255,287,319,351,383,415,447,479],Queue [543,607,671,735,799,863,927,991]] -- If the sampling interval is 1 second, and maxQueueLength is 8, we get roughly 8 * log3(running-time/k) -- For 3 years that's roughly 8*17 = 136 snapshots initial :: a -> History a initial = History 1 . pure . singletonQueue -- | Changes a transformation on 'a' into a transformation on 'History a'. Adds a new state into the 'History'. updateHistory :: Monad m => Std.StateT a m b -> Std.StateT (History a) m b updateHistory = Std.StateT . (\u h -> liftM (second $ flip insert h) (u $ current h) ) . Std.runStateT -- | Changes a transformation on 'a' into a transformation on 'History a'. Adds a new state into the 'History', -- unless the state has not changed. Uses 'Cgm.Control.Monad.State'. updateHistoryM :: Monad m => StateT a m b -> StateT (History a) m b updateHistoryM = StateT . (\u h -> liftM (second $ fmap $ flip insert h) (u $ current h) ) . runStateT -- | The history is never empty, so it is safe to get the current sample. current :: History a -> a current (History _ q') = case q' of (Queue q : _) -> head $ deref q [] -> undefined --Used when we want to flush the history --insert :: a -> History a -> History a --insert a _ = initial a -- | Add a newer state to the history insert :: a -> History a -> History a insert a (History n qs) = History (n+1) $ ins a qs n where ins o [] _ = [singletonQueue o] ins o (q:qr) m = let (q', mo') = queueInsert o q in q' : maybe qr (\o' -> if testBit m 0 then qr else ins o' qr (m `shiftR` 1)) mo' -- we could use a probability instead of this alternating pattern, but this is easier to implement instance (Typeable a, Persistent a) => Persistent (History a) where persister = structureMap persister instance (Typeable a, Persistent a) => Persistent (Queue a) where persister = structureMap persister deriveStructured ''History deriveStructured ''Queue