open import Language open import Lattice module Analysis.Forward {L : Set} {h} {_≈ˡ_ : L → L → Set} {_⊔ˡ_ : L → L → L} {_⊓ˡ_ : L → L → L} (isFiniteHeightLatticeˡ : IsFiniteHeightLattice L h _≈ˡ_ _⊔ˡ_ _⊓ˡ_) (≈ˡ-dec : IsDecidable _≈ˡ_) where open import Data.String using (String) renaming (_≟_ to _≟ˢ_) open import Data.Nat using (suc) open import Data.Product using (_×_; proj₁; _,_) open import Data.List using (List; _∷_; []; foldr; cartesianProduct; cartesianProductWith) open import Data.List.Membership.Propositional as MemProp using () renaming (_∈_ to _∈ˡ_) open import Relation.Binary.PropositionalEquality using (_≡_; refl; sym; trans; subst) open import Relation.Nullary using (¬_; Dec; yes; no) open import Data.Unit using (⊤) open import Function using (_∘_) open import Utils using (Pairwise) import Lattice.FiniteValueMap open IsFiniteHeightLattice isFiniteHeightLatticeˡ using () renaming ( isLattice to isLatticeˡ ; fixedHeight to fixedHeightˡ ; _≼_ to _≼ˡ_ ) module WithProg (prog : Program) where open Program prog -- The variable -> abstract value (e.g. sign) map is a finite value-map -- with keys strings. Use a bundle to avoid explicitly specifying operators. module VariableValuesFiniteMap = Lattice.FiniteValueMap.WithKeys _≟ˢ_ isLatticeˡ vars open VariableValuesFiniteMap using () renaming ( FiniteMap to VariableValues ; isLattice to isLatticeᵛ ; _≈_ to _≈ᵛ_ ; _⊔_ to _⊔ᵛ_ ; _≼_ to _≼ᵛ_ ; ≈₂-dec⇒≈-dec to ≈ˡ-dec⇒≈ᵛ-dec ; _∈_ to _∈ᵛ_ ; _∈k_ to _∈kᵛ_ ; _updating_via_ to _updatingᵛ_via_ ; locate to locateᵛ ; m₁≼m₂⇒m₁[k]≼m₂[k] to m₁≼m₂⇒m₁[k]ᵛ≼m₂[k]ᵛ ; ∈k-dec to ∈k-decᵛ ; all-equal-keys to all-equal-keysᵛ ) public open IsLattice isLatticeᵛ using () renaming ( ⊔-Monotonicˡ to ⊔ᵛ-Monotonicˡ ; ⊔-Monotonicʳ to ⊔ᵛ-Monotonicʳ ; ⊔-idemp to ⊔ᵛ-idemp ) open Lattice.FiniteValueMap.IterProdIsomorphism.WithUniqueKeysAndFixedHeight _≟ˢ_ isLatticeˡ vars-Unique ≈ˡ-dec _ fixedHeightˡ using () renaming ( isFiniteHeightLattice to isFiniteHeightLatticeᵛ ) ≈ᵛ-dec = ≈ˡ-dec⇒≈ᵛ-dec ≈ˡ-dec joinSemilatticeᵛ = IsFiniteHeightLattice.joinSemilattice isFiniteHeightLatticeᵛ fixedHeightᵛ = IsFiniteHeightLattice.fixedHeight isFiniteHeightLatticeᵛ ⊥ᵛ = proj₁ (proj₁ (proj₁ fixedHeightᵛ)) -- Finally, the map we care about is (state -> (variables -> value)). Bring that in. module StateVariablesFiniteMap = Lattice.FiniteValueMap.WithKeys _≟_ isLatticeᵛ states open StateVariablesFiniteMap using (_[_]; m₁≼m₂⇒m₁[ks]≼m₂[ks]) renaming ( FiniteMap to StateVariables ; isLattice to isLatticeᵐ ; _∈k_ to _∈kᵐ_ ; locate to locateᵐ ; _≼_ to _≼ᵐ_ ; ≈₂-dec⇒≈-dec to ≈ᵛ-dec⇒≈ᵐ-dec ; m₁≼m₂⇒m₁[k]≼m₂[k] to m₁≼m₂⇒m₁[k]ᵐ≼m₂[k]ᵐ ) public open Lattice.FiniteValueMap.IterProdIsomorphism.WithUniqueKeysAndFixedHeight _≟_ isLatticeᵛ states-Unique ≈ᵛ-dec _ fixedHeightᵛ using () renaming ( isFiniteHeightLattice to isFiniteHeightLatticeᵐ ) ≈ᵐ-dec = ≈ᵛ-dec⇒≈ᵐ-dec ≈ᵛ-dec fixedHeightᵐ = IsFiniteHeightLattice.fixedHeight isFiniteHeightLatticeᵐ -- build up the 'join' function, which follows from Exercise 4.26's -- -- L₁ → (A → L₂) -- -- Construction, with L₁ = (A → L₂), and f = id joinForKey : State → StateVariables → VariableValues joinForKey k states = foldr _⊔ᵛ_ ⊥ᵛ (states [ incoming k ]) -- The per-key join is made up of map key accesses (which are monotonic) -- and folds using the join operation (also monotonic) joinForKey-Mono : ∀ (k : State) → Monotonic _≼ᵐ_ _≼ᵛ_ (joinForKey k) joinForKey-Mono k {fm₁} {fm₂} fm₁≼fm₂ = foldr-Mono joinSemilatticeᵛ joinSemilatticeᵛ (fm₁ [ incoming k ]) (fm₂ [ incoming k ]) _⊔ᵛ_ ⊥ᵛ ⊥ᵛ (m₁≼m₂⇒m₁[ks]≼m₂[ks] fm₁ fm₂ (incoming k) fm₁≼fm₂) (⊔ᵛ-idemp ⊥ᵛ) ⊔ᵛ-Monotonicʳ ⊔ᵛ-Monotonicˡ -- The name f' comes from the formulation of Exercise 4.26. open StateVariablesFiniteMap.GeneralizedUpdate states isLatticeᵐ (λ x → x) (λ a₁≼a₂ → a₁≼a₂) joinForKey joinForKey-Mono states renaming ( f' to joinAll ; f'-Monotonic to joinAll-Mono ) -- With 'join' in hand, we need to perform abstract evaluation. module WithEvaluator (eval : Expr → VariableValues → L) (eval-Mono : ∀ (e : Expr) → Monotonic _≼ᵛ_ _≼ˡ_ (eval e)) where -- For a particular evaluation function, we need to perform an evaluation -- for an assignment, and update the corresponding key. Use Exercise 4.26's -- generalized update to set the single key's value. private module _ (k : String) (e : Expr) where open VariableValuesFiniteMap.GeneralizedUpdate vars isLatticeᵛ (λ x → x) (λ a₁≼a₂ → a₁≼a₂) (λ _ → eval e) (λ _ {vs₁} {vs₂} vs₁≼vs₂ → eval-Mono e {vs₁} {vs₂} vs₁≼vs₂) (k ∷ []) renaming ( f' to updateVariablesFromExpression ; f'-Monotonic to updateVariablesFromExpression-Mono ) public states-in-Map : ∀ (s : State) (sv : StateVariables) → s ∈kᵐ sv states-in-Map s sv@(m , ksv≡states) rewrite ksv≡states = states-complete s -- The per-state update function makes use of the single-key setter, -- updateVariablesFromExpression, for the case where the statement -- is an assignment. -- -- This per-state function adjusts the variables in that state, -- also monotonically; we derive the for-each-state update from -- the Exercise 4.26 again. updateVariablesForState : State → StateVariables → VariableValues updateVariablesForState s sv with code s ... | k ← e = let (vs , s,vs∈sv) = locateᵐ {s} {sv} (states-in-Map s sv) in updateVariablesFromExpression k e vs updateVariablesForState-Monoʳ : ∀ (s : State) → Monotonic _≼ᵐ_ _≼ᵛ_ (updateVariablesForState s) updateVariablesForState-Monoʳ s {sv₁} {sv₂} sv₁≼sv₂ with code s ... | k ← e = let (vs₁ , s,vs₁∈sv₁) = locateᵐ {s} {sv₁} (states-in-Map s sv₁) (vs₂ , s,vs₂∈sv₂) = locateᵐ {s} {sv₂} (states-in-Map s sv₂) vs₁≼vs₂ = m₁≼m₂⇒m₁[k]ᵐ≼m₂[k]ᵐ sv₁ sv₂ sv₁≼sv₂ s,vs₁∈sv₁ s,vs₂∈sv₂ in updateVariablesFromExpression-Mono k e {vs₁} {vs₂} vs₁≼vs₂ open StateVariablesFiniteMap.GeneralizedUpdate states isLatticeᵐ (λ x → x) (λ a₁≼a₂ → a₁≼a₂) updateVariablesForState updateVariablesForState-Monoʳ states renaming ( f' to updateAll ; f'-Monotonic to updateAll-Mono ) -- Finally, the whole analysis consists of getting the 'join' -- of all incoming states, then applying the per-state evaluation -- function. This is just a composition, and is trivially monotonic. analyze : StateVariables → StateVariables analyze = updateAll ∘ joinAll analyze-Mono : Monotonic _≼ᵐ_ _≼ᵐ_ analyze analyze-Mono {sv₁} {sv₂} sv₁≼sv₂ = updateAll-Mono {joinAll sv₁} {joinAll sv₂} (joinAll-Mono {sv₁} {sv₂} sv₁≼sv₂) -- The fixed point of the 'analyze' function is our final goal. open import Fixedpoint ≈ᵐ-dec isFiniteHeightLatticeᵐ analyze (λ {m₁} {m₂} m₁≼m₂ → analyze-Mono {m₁} {m₂} m₁≼m₂) using () renaming (aᶠ to result) public