Add proof of reaching definition analysis
This requires a few pieces: * Make node tags use `Fin n` intead of natural numbers. This makes it possible to build a finite lattice over AST nodes, and also ensure automatic, total indexing from CFG nodes into the AST that created them. For this, use the elaborator to derive the ordering statements etc. where possible. * Adjust the forward framework to enable proofs that don't just state correctness on the environment, but also on an arbitrary additional state accumulated from traversing the trace. * State the reaching definition analysis's correctness in terms of this new framework. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@@ -14,14 +14,14 @@ lemma updateVariablesFromExpression_mono (k : String) (e : Expr) :
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Monotone (updateVariablesFromExpression (L := L) (prog := prog) k e) :=
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FiniteMap.generalizedUpdate_monotone monotone_id (fun _ => E.eval_mono e)
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def evalBasicStmt (_ : prog.State) (bs : BasicStmt)
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def evalBasicStmt (s : prog.State) (bs : BasicStmt) (_h : prog.code s = some bs)
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(vs : VariableValues L prog) : VariableValues L prog :=
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match bs with
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| .assign k e => updateVariablesFromExpression k e vs
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| .noop => vs
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lemma evalBasicStmt_mono (s : prog.State) (bs : BasicStmt) :
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Monotone (evalBasicStmt (L := L) (prog := prog) s bs) := by
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lemma evalBasicStmt_mono (s : prog.State) (bs : BasicStmt) (h : prog.code s = some bs) :
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Monotone (evalBasicStmt (L := L) (prog := prog) s bs h) := by
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cases bs with
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| assign k e => exact updateVariablesFromExpression_mono k e
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| noop => exact monotone_id
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@@ -32,7 +32,7 @@ instance ExprEvaluator.toStmtEvaluator : StmtEvaluator L prog :=
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instance ExprEvaluator.toStmtEvaluator_valid [LatticeInterpretation L]
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[ValidExprEvaluator L prog] : ValidStmtEvaluator L prog := by
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constructor
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intro s vs ρ₁ ρ₂ bs hbs hvs
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intro s vs ρ₁ ρ₂ bs hcode hbs hvs
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cases hbs with
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| noop => exact hvs
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| assign k e v hev =>
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@@ -7,8 +7,9 @@ namespace Forward
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variable (L : Type) [Lattice L] (prog : Program)
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class StmtEvaluator where
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eval : prog.State → BasicStmt → VariableValues L prog → VariableValues L prog
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eval_mono : ∀ s bs, Monotone (eval s bs)
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eval : (s : prog.State) → (bs : BasicStmt) → prog.code s = some bs →
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VariableValues L prog → VariableValues L prog
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eval_mono : ∀ s bs h, Monotone (eval s bs h)
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class ExprEvaluator where
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eval : Expr → VariableValues L prog → L
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@@ -17,13 +18,13 @@ class ExprEvaluator where
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class ValidExprEvaluator [ExprEvaluator L prog] [I : LatticeInterpretation L] :
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Prop where
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valid : ∀ {vs : VariableValues L prog} {ρ : Env} {e : Expr} {v : Value},
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EvalExpr ρ e v → ⟦ vs ⟧ ρ → I.interp (ExprEvaluator.eval e vs) v
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EvalExpr ρ e v → ⟦ vs ⟧ ρ () → I.interp (ExprEvaluator.eval e vs) v
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class ValidStmtEvaluator [E : StmtEvaluator L prog] [LatticeInterpretation L] :
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Prop where
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valid : ∀ {s : prog.State} {vs : VariableValues L prog} {ρ₁ ρ₂ : Env}
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{bs : BasicStmt},
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EvalBasicStmt ρ₁ bs ρ₂ → ⟦ vs ⟧ ρ₁ → ⟦ E.eval s bs vs ⟧ ρ₂
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{bs : BasicStmt} (hcode : prog.code s = some bs),
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EvalBasicStmt ρ₁ bs ρ₂ → ⟦ vs ⟧ ρ₁ () → ⟦ E.eval s bs hcode vs ⟧ ρ₂ ()
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end Forward
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@@ -64,39 +64,47 @@ lemma variablesAt_joinAll (s : prog.State) (sv : StateVariables L prog) :
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variablesAt s (joinAll sv) = joinForKey s sv :=
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joinAll_mem_eq (variablesAt_mem s (joinAll sv))
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/-! ### Lifting an interpretation to variable maps -/
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class StateInterp (L : Type) [Lattice L] (prog : Program) where
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St : Env → Type
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init : St []
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interp : VariableValues L prog → (ρ : Env) → St ρ → Prop
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interp_sup : ∀ {vs₁ vs₂ : VariableValues L prog} {ρ : Env} {st : St ρ},
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interp vs₁ ρ st ∨ interp vs₂ ρ st → interp (vs₁ ⊔ vs₂) ρ st
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interp_inf : ∀ {vs₁ vs₂ : VariableValues L prog} {ρ : Env} {st : St ρ},
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interp vs₁ ρ st ∧ interp vs₂ ρ st → interp (vs₁ ⊓ vs₂) ρ st
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variable [I : LatticeInterpretation L]
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instance [S : StateInterp L prog] :
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Interp (VariableValues L prog) ((ρ : Env) → S.St ρ → Prop) :=
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⟨S.interp⟩
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omit [FiniteHeightLattice L] in
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instance : Interp (VariableValues L prog) (Env → Prop) where
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interp (vs : VariableValues L prog) (ρ : Env) : Prop :=
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∀ (k : String) (l : L), (k, l) ∈ vs →
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∀ (v : Value), Env.Mem (k, v) ρ → I.interp l v
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lemma interp_botV_nil : ⟦ botV L prog ⟧ [] := by
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intro k l _ v hmem
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cases hmem
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omit [FiniteHeightLattice L] in
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lemma interp_sup {vs₁ vs₂ : VariableValues L prog} {ρ : Env}
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(h : ⟦ vs₁⟧ ρ ∨ ⟦ vs₂ ⟧ ρ) : ⟦ vs₁ ⊔ vs₂ ⟧ ρ := by
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intro k l hmem v hv
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obtain ⟨l₁, l₂, rfl, h₁, h₂⟩ := FiniteMap.mem_sup hmem
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rcases h with h | h
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· exact I.interp_sup v (Or.inl (h _ _ h₁ _ hv))
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· exact I.interp_sup v (Or.inr (h _ _ h₂ _ hv))
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lemma interp_foldr {vs : VariableValues L prog}
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{vss : List (VariableValues L prog)} {ρ : Env}
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(hvs : ⟦ vs ⟧ ρ) (hmem : vs ∈ vss) :
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⟦ vss.foldr (· ⊔ ·) (botV L prog) ⟧ ρ := by
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lemma interp_foldr [S : StateInterp L prog]
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{vs : VariableValues L prog} {vss : List (VariableValues L prog)}
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{ρ : Env} {st : S.St ρ} (hvs : ⟦ vs ⟧ ρ st) (hmem : vs ∈ vss) :
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⟦ vss.foldr (· ⊔ ·) (botV L prog) ⟧ ρ st := by
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induction vss with
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| nil => cases hmem
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| cons vs' vss' ih =>
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rcases List.mem_cons.mp hmem with rfl | hmem'
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· exact interp_sup (Or.inl hvs)
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· exact interp_sup (Or.inr (ih hmem'))
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· exact S.interp_sup (Or.inl hvs)
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· exact S.interp_sup (Or.inr (ih hmem'))
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variable [I : LatticeInterpretation L]
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instance : StateInterp L prog where
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St := fun _ => PUnit
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init := PUnit.unit
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interp vs ρ _ := ∀ (k : String) (l : L), (k, l) ∈ vs →
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∀ (v : Value), Env.Mem (k, v) ρ → I.interp l v
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interp_sup := by
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intro vs₁ vs₂ ρ st h k l hmem v hv
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obtain ⟨l₁, l₂, rfl, h₁, h₂⟩ := FiniteMap.mem_sup hmem
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rcases h with h | h
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· exact I.interp_sup v (Or.inl (h _ _ h₁ _ hv))
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· exact I.interp_sup v (Or.inr (h _ _ h₂ _ hv))
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interp_inf := by
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intro vs₁ vs₂ ρ st h k l hmem v hv
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obtain ⟨l₁, l₂, rfl, h₁, h₂⟩ := FiniteMap.mem_inf hmem
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exact I.interp_inf v ⟨h.1 _ _ h₁ _ hv, h.2 _ _ h₂ _ hv⟩
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end Forward
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