||| The content of this module is based on the paper ||| Applications of Applicative Proof Search ||| by Liam O'Connor ||| https://doi.org/10.1145/2976022.2976030 module Search.CTL import Data.So import Data.Nat import Data.List.Quantifiers import Decidable.Equality import public Search.Negation import public Search.HDecidable import public Search.Properties %default total ------------------------------------------------------------------------ -- Type and some basic functions ||| Labeled transition diagram public export record Diagram (labels : Type) (state : Type) where constructor TD ||| Transition function transFn : (labels, state) -> List (labels, state) ||| Initial state iState : labels %name Diagram td,td1,td2 ||| Parallel composition of transition diagrams public export pComp : {Lbls1, Lbls2 : _} -> {Sts : _} -> (td1 : Diagram Lbls1 Sts) -> (td2 : Diagram Lbls2 Sts) -> Diagram (Lbls1, Lbls2) Sts pComp (TD transFn1 iState1) (TD transFn2 iState2) = TD compTransFn (iState1, iState2) where compTransFn : ((Lbls1, Lbls2), Sts) -> List ((Lbls1, Lbls2), Sts) compTransFn = (\ ((l1, l2), st) => map (\ (l1', st') => ((l1', l2), st')) (transFn1 (l1, st)) ++ map (\ (l2', st') => ((l1, l2'), st')) (transFn2 (l2, st))) ||| A process which always increases the shared number. public export HiHorse : Diagram () Nat HiHorse = TD transFn () where transFn : ((), Nat) -> List ((), Nat) transFn (l, st) = [(l, (S st))] ||| A process which always decreases the shared number. public export LoRoad : Diagram () Nat LoRoad = TD transFn () where transFn : ((), Nat) -> List ((), Nat) transFn (l, st) = [(l, pred st)] -- different formulation of LTE, see also: -- https://agda.github.io/agda-stdlib/Data.Nat.Base.html#4636 -- thanks @gallais! public export data LTE' : (n : Nat) -> (m : Nat) -> Type where LTERefl : LTE' m m LTEStep : LTE' n m -> LTE' n (S m) ||| Convert LTE' to LTE lteAltToLTE : {m : _} -> LTE' n m -> LTE n m lteAltToLTE {m=0} LTERefl = LTEZero lteAltToLTE {m=(S k)} LTERefl = LTESucc (lteAltToLTE LTERefl) lteAltToLTE {m=(S m)} (LTEStep s) = lteSuccRight (lteAltToLTE s) parameters (Lbls, Sts : Type) ||| A computation tree (corecursive rose tree?) public export data CT : Type where At : (Lbls, Sts) -> Inf (List CT) -> CT ||| Given a transition diagram and a starting value for the shared state, ||| construct the computation tree of the given transition diagram. public export model : Diagram Lbls Sts -> (st : Sts) -> CT model (TD transFn iState) st = follow (iState, st) where follow : (Lbls, Sts) -> CT followAll : List (Lbls, Sts) -> List CT follow st = At st (Delay (followAll (transFn st))) followAll [] = [] followAll (st :: sts) = follow st :: followAll sts ||| A formula has a bound (for Bounded Model Checking; BMC) and a computation ||| tree to check against. public export Formula : Type Formula = (depth : Nat) -> (tree : CT) -> Type ||| A tree models a formula if there exists a depth d0 for which the property ||| holds for all depths d >= d0. -- Called "satisfies" in the paper public export data Models : (m : CT) -> (f : Formula) -> Type where ItModels : (d0 : Nat) -> ({d : Nat} -> (d0 `LTE'` d) -> f d m) -> Models m f ------------------------------------------------------------------------ -- Depth invariance ||| Depth-invariance (DI) is when a formula cannot be falsified by increasing ||| the search depth. public export record DepthInv (f : Formula) where constructor DI prf : {n : Nat} -> {m : CT} -> f n m -> f (S n) m ||| A DI-formula holding for a specific depth means the CT models the formula ||| in general (we could increase the search depth and still be fine). public export diModels : {n : Nat} -> {m : CT} -> {f : Formula} -> {auto d : DepthInv f} -> (p : f n m) -> Models m f diModels {n} {f} {m} @{(DI diPrf)} p = ItModels n (\ q => diLTE p q) where diLTE : {n, n' : _} -> f n m -> (ltePrf' : n `LTE'` n') -> f n' m diLTE p LTERefl = p diLTE p (LTEStep x) = diPrf (diLTE p x) ||| A trivially true (TT) formula. public export data TrueF : Formula where TT : {n : _} -> {m : _} -> TrueF n m ||| A tt formula is depth-invariant. public export %hint TrueDI : DepthInv TrueF TrueDI = DI (const TT) ------------------------------------------------------------------------ -- Guards namespace Guards ||| The formula `Guarded g` is true when the current state satisfies the ||| guard `g`. public export data Guarded : (g : (st : Sts) -> (l : Lbls) -> Type) -> Formula where Here : {st : _} -> {l : _} -> {ms : Inf (List CT)} -> {depth : Nat} -> {g : _} -> (guardOK : g st l) -> Guarded g depth (At (l, st) ms) ||| Guarded expressions are depth-invariant as the guard does not care about ||| depth. public export %hint diGuarded : {p : _} -> DepthInv (Guarded p) diGuarded {p} = DI prf where prf : {n : _} -> {m : _} -> Guarded p n m -> Guarded p (S n) m prf (Here x) = Here x -- can be interactively generated! ------------------------------------------------------------------------ -- Conjunction / And ||| Conjunction of two `Formula`s public export record AND' (f, g : Formula) (depth : Nat) (tree : CT) where constructor MkAND' --: {n : _} -> {m : _} -> f n m -> g n m -> (AND' f g) n m fst : f depth tree snd : g depth tree ||| Conjunction is depth-invariant public export %hint diAND' : {f, g : Formula} -> {auto p : DepthInv f} -> {auto q : DepthInv g} -> DepthInv (AND' f g) diAND' @{(DI diP)} @{(DI diQ)} = DI (\ a' => MkAND' (diP a'.fst) (diQ a'.snd)) ------------------------------------------------------------------------ -- Always Until namespace AU ||| A proof that for all paths in the tree, f holds until g does. public export data AlwaysUntil : (f, g : Formula) -> Formula where ||| We've found a place where g holds, so we're done. Here : {t : _} -> {n : _} -> g n t -> AlwaysUntil f g (S n) t ||| If f still holds and we can recursively show that g holds for all ||| possible subpaths in the CT, then all branches have f hold until g ||| does. There : {st : _} -> {infCTs : Inf _} -> {n : _} -> f n (At st infCTs) -> All ((AlwaysUntil f g) n) (Force infCTs) -> AlwaysUntil f g (S n) (At st infCTs) ||| Provided `f` and `g` are depth-invariant, AlwaysUntil is ||| depth-invariant. public export %hint diAU : {f,g : _} -> {auto p : DepthInv f} -> {auto q : DepthInv g} -> DepthInv (AlwaysUntil f g) diAU @{(DI diP)} @{(DI diQ)} = DI prf where prf : {d : _} -> {t : _} -> AlwaysUntil f g d t -> AlwaysUntil f g (S d) t prf (Here au) = Here (diQ au) prf (There au aus) = There (diP au) (mapAllAU prf aus) where -- `All.mapProperty` erases the list and so won't work here mapAllAU : {d : _} -> {lt : _} -> (prf : AlwaysUntil f g d t -> AlwaysUntil f g (S d) t) -> All (AlwaysUntil f g d) lt -> All (AlwaysUntil f g (S d)) lt mapAllAU prf [] = [] mapAllAU prf (au :: aus) = (prf au) :: mapAllAU prf aus ------------------------------------------------------------------------ -- Exists Until namespace EU ||| A proof that somewhere in the tree, there is a path for which f holds ||| until g does. public export data ExistsUntil : (f, g : Formula) -> Formula where ||| If g holds here, we've found a branch where we can stop. Here : {t : _} -> {n : _} -> g n t -> ExistsUntil f g (S n) t ||| If f holds here and any of the further branches have a g, then there ||| is a branch where f holds until g does. There : {st : _} -> {infCTs : Inf _} -> {n : _} -> f n (At st infCTs) -> Any (ExistsUntil f g n) (Force infCTs) -> ExistsUntil f g (S n) (At st infCTs) ||| Provided `f` and `g` are depth-invariant, ExistsUntil is ||| depth-invariant. public export %hint diEU : {f, g : _} -> {auto p : DepthInv f} -> {auto q : DepthInv g} -> DepthInv (ExistsUntil f g) diEU @{(DI diP)} @{(DI diQ)} = DI prf where prf : {d : _} -> {t : _} -> ExistsUntil f g d t -> ExistsUntil f g (S d) t prf (Here eu) = Here (diQ eu) prf (There eu eus) = There (diP eu) (mapAnyEU prf eus) where -- `Any.mapProperty` erases the list and so won't work here mapAnyEU : {d : _} -> {lt : _} -> (prf : ExistsUntil f g d t -> ExistsUntil f g (S d) t) -> Any (ExistsUntil f g d) lt -> Any (ExistsUntil f g (S d)) lt mapAnyEU prf (Here x) = Here (prf x) mapAnyEU prf (There x) = There (mapAnyEU prf x) ------------------------------------------------------------------------ -- Finally, Completed, and the finite forms of Global ||| "Always finally" means that for all paths, the formula f will eventually ||| hold. ||| ||| This is equivalent to saying `A [TT U f]` (where TT is trivially true). public export AlwaysFinally : Formula -> Formula AlwaysFinally f = AlwaysUntil TrueF f ||| "Exists finally" means that for some pathe, the formula f will eventually ||| hold. ||| ||| This is equivalent to saying `E [TT U f]` (where TT is trivially true). public export ExistsFinally : Formula -> Formula ExistsFinally f = ExistsUntil TrueF f ||| A completed formula is a formula for which no more successor states exist. public export data Completed : Formula where IsCompleted : {st : _} -> {n : _} -> {infCTs : Inf _} -> (Force infCTs) === [] -> Completed n (At st infCTs) ||| A completed formula is depth-invariant (there is nothing more to do). public export %hint diCompleted : DepthInv Completed diCompleted = DI prf where prf : {d : _} -> {t : _} -> Completed d t -> Completed (S d) t prf (IsCompleted p) = IsCompleted p ||| We can only handle always global checks on finite paths. public export AlwaysGlobal : (f : Formula) -> Formula AlwaysGlobal f = AlwaysUntil f (f `AND'` Completed) ||| We can only handle exists global checks on finite paths. public export ExistsGlobal : (f : Formula) -> Formula ExistsGlobal f = ExistsUntil f (f `AND'` Completed) ------------------------------------------------------------------------ -- Proof search (finally!) ||| Model-checking is a half-decider for the formula `f` public export MC : (f : Formula) -> Type MC f = (t : CT) -> (d : Nat) -> HDec (f d t) ||| Proof-search combinator for guards. public export now : {g : (st : Sts) -> (l : Lbls) -> Type} -> {hdec : _} -> {auto p : AnHDec hdec} -> ((st : Sts) -> (l : Lbls) -> hdec (g st l)) -> MC (Guarded g) now f (At (l, st) ms) d = [| Guards.Here (toHDec (f st l)) |] ||| Check if the current state has any successors. public export isCompleted : MC Completed isCompleted (At st ms) _ = IsCompleted <$> isEmpty (Force ms) where ||| Half-decider for whether a list is empty isEmpty : {x : _} -> (n : List x) -> HDec (n === []) isEmpty [] = yes Refl isEmpty (_ :: _) = no ||| Conjunction of model-checking procedures. public export mcAND' : {f, g : Formula} -> MC f -> MC g -> MC (f `AND'` g) mcAND' mcF mcG t d = [| MkAND' (mcF t d) (mcG t d) |] ||| Proof-search for `AlwaysUntil`. ||| ||| Evaluates the entire `Inf (List CT)` of the state-space, since we need ||| `f U g` to hold across every path. public export auSearch : {f, g : Formula} -> MC f -> MC g -> MC (AlwaysUntil f g) auSearch _ _ _ Z = no auSearch p1 p2 t@(At st ms) (S n) = [| AU.Here (p2 t n) |] <|> [| AU.There (p1 t n) rest |] where -- in AlwaysUntil searches, we have to check the entire `Inf (List CT)` rest : HDec (All (AlwaysUntil f g n) (Force ms)) rest = HDecidable.List.all (toList ms) (\ m => auSearch p1 p2 m n) ||| Proof-search for `ExistsUntil`. ||| ||| `Inf` over the state-space, since `E [f U g]` holds as soon as `f U g` is ||| found. public export euSearch : {f, g : Formula} -> MC f -> MC g -> MC (ExistsUntil f g) euSearch _ _ _ Z = no euSearch p1 p2 t@(At st ms) (S n) = [| EU.Here (p2 t n) |] <|> [| EU.There (p1 t n) rest |] where rest : HDec (Any (ExistsUntil f g n) ms) rest = HDecidable.List.any (Force ms) (\ m => euSearch p1 p2 m n) ||| Proof-search for Exists Finally public export efSearch : {f : _} -> MC f -> MC (ExistsFinally f) efSearch g = euSearch (\ _, _ => yes TT) g ||| Proof-search for Always Finally public export afSearch : {f : _} -> MC f -> MC (AlwaysFinally f) afSearch g = auSearch (\ _, _ => yes TT) g ||| Proof-search for Exists Global public export egSearch : {f : _} -> MC f -> MC (ExistsGlobal f) egSearch g = euSearch g (g `mcAND'` isCompleted) ||| Proof-search for Always Global public export agSearch : {f : _} -> MC f -> MC (AlwaysGlobal f) agSearch g = auSearch g (g `mcAND'` isCompleted) ------------------------------------------------------------------------ -- Proof search example ||| This CT is a model of composing the `HiHorse` and `LoRoad` programs. public export Tree : CT ((), ()) Nat Tree = model ((), ()) Nat (HiHorse `pComp` LoRoad) 0 ||| Prove that there exists a path where `HiHorse || LoRoad`'s state reaches 10. public export reaches10 : ? -- HDec (ExistsFinally [...]) reaches10 = efSearch ((), ()) Nat (now ((), ()) Nat (\ st, _ => fromDec $ decEq st 10)) Tree 20 export r10Proof : Models ((), ()) Nat Tree (ExistsFinally ((), ()) Nat (Guarded ((), ()) Nat (\ st, _ => st === 10))) r10Proof = diModels ((), ()) Nat (reaches10.evidence Oh)