----------------------------------------------------------------------------- -- | -- Module : Documentation.SBV.Examples.WeakestPreconditions.Length -- Copyright : (c) Levent Erkok -- License : BSD3 -- Maintainer: erkokl@gmail.com -- Stability : experimental -- -- Proof of correctness of an imperative list-length algorithm, using weakest -- preconditions. Illustrates the use of SBV's symbolic lists together with -- the WP algorithm. ----------------------------------------------------------------------------- {-# LANGUAGE DeriveAnyClass #-} {-# LANGUAGE DeriveGeneric #-} {-# LANGUAGE FlexibleInstances #-} {-# LANGUAGE MultiParamTypeClasses #-} {-# LANGUAGE NamedFieldPuns #-} module Documentation.SBV.Examples.WeakestPreconditions.Length where import Data.SBV import Data.SBV.Control import qualified Data.SBV.List as L import Data.SBV.Tools.WeakestPreconditions import GHC.Generics (Generic) -- * Program state -- | The state of the length program, paramaterized over the element type @a@ data LenS a = LenS { xs :: SList a -- ^ The input list , ys :: SList a -- ^ Copy of input , l :: SInteger -- ^ Running length } deriving (Generic, Mergeable) -- | The concrete counterpart to 'LenS'. Note that we can no longer use the duality -- between @SBV a@ and @a@ as in other examples and just use one datatype for both. -- This is because @SList a@ and @[a]@ are fundamentally different types. This can -- be a bit confusing at first, but the point is that it is the list that is symbolic -- in case of an @SList a@, not that we have a concrete list with symbolic elements -- in it. Subtle difference, but it is important to keep these two separate. data LenC a = LenC [a] [a] Integer -- | Show instance: A simplified version of what would otherwise be generated. instance (SymVal a, Show a) => Show (LenS a) where show (LenS xs ys l) = "{xs = " ++ sh xs ++ ", ys = " ++ sh ys ++ ", l = " ++ sh l ++ "}" where sh v = case unliteral v of Nothing -> "<symbolic>" Just i -> show i -- | Show instance: Similarly, we want to be a bit more concise here. instance Show a => Show (LenC a) where show (LenC xs ys l) = "{xs = " ++ show xs ++ ", ys = " ++ show ys ++ ", l = " ++ show l ++ "}" -- | We have to write the bijection between 'LenS' and 'LenC' explicitly. Luckily, the -- definition is more or less boilerplate. instance Queriable IO (LenS Integer) (LenC Integer) where create = LenS <$> freshVar_ <*> freshVar_ <*> freshVar_ project (LenS xs ys l) = LenC <$> getValue xs <*> getValue ys <*> getValue l embed (LenC xs ys l) = return $ LenS (literal xs) (literal ys) (literal l) -- | Helper type synonym type S = LenS Integer -- * The algorithm -- | The imperative length algorithm: -- -- @ -- ys = xs -- l = 0 -- while not (null ys) -- l = l+1 -- ys = tail ys -- @ -- -- Note that we need to explicitly annotate each loop with its invariant and the termination -- measure. For convenience, we take those two as parameters, so we can experiment later. algorithm :: Invariant S -> Maybe (Measure S) -> Stmt S algorithm inv msr = Seq [ Assign $ \st@LenS{xs} -> st{ys = xs, l = 0} , While "! (null ys)" inv msr (\LenS{ys} -> sNot (L.null ys)) $ Seq [ Assign $ \st@LenS{l} -> st{l = l + 1 } , Assign $ \st@LenS{ys} -> st{ys = L.tail ys} ] ] -- | Precondition for our program. Nothing! It works for all lists. pre :: S -> SBool pre _ = sTrue -- | Postcondition for our program: @l@ must be the length of the input list. post :: S -> SBool post LenS{xs, l} = l .== L.length xs -- | Stability condition: Program must leave @xs@ unchanged. noChange :: Stable S noChange = [stable "xs" xs] -- | A program is the algorithm, together with its pre- and post-conditions. imperativeLength :: Invariant S -> Maybe (Measure S) -> Program S imperativeLength inv msr = Program { setup = return () , precondition = pre , program = algorithm inv msr , postcondition = post , stability = noChange } -- | The invariant simply relates the length of the input to the length of the -- current suffix and the length of the prefix traversed so far. invariant :: Invariant S invariant LenS{xs, ys, l} = L.length xs .== l + L.length ys -- | The measure is obviously the length of @ys@, as we peel elements off of it through the loop. measure :: Measure S measure LenS{ys} = [L.length ys] -- * Correctness -- | We check that @l@ is the length of the input list @xs@ upon termination. -- Note that even though this is an inductive proof, it is fairly easy to prove with our SMT based -- technology, which doesn't really handle induction at all! The usual inductive proof steps are baked -- into the invariant establishment phase of the WP proof. We have: -- -- >>> correctness -- Total correctness is established. -- Q.E.D. correctness :: IO () correctness = print =<< wpProveWith defaultWPCfg{wpVerbose=True} (imperativeLength invariant (Just measure))