import Mathlib import OAI.Computability.DirectedFeedback.Games.AlphabetReduction namespace OAI namespace DFVSGames.Foundations.PCP.VerifierToCNF open Target abbrev BoolTriple := Bool × Bool × Bool def tripleValue (t : BoolTriple) : Bool := (t.1 || t.2.1) || t.2.2 def chainView : List Bool → List Bool → List BoolTriple | [a, b, c], [] => [(a, b, c)] | a :: b :: rest, y :: ys => (a, b, y) :: chainView ((!y) :: rest) ys | _, _ => [] def fillBits (bits : List Bool) : List Bool := match bits with | a :: b :: c :: d :: rest => (!(a || b)) :: fillBits ((a || b) :: c :: d :: rest) | _ => [] termination_by bits.length decreasing_by simp_wf theorem chainView_length (bits ys : List Bool) (size : bits.length = ys.length + 3) : (chainView bits ys).length = ys.length + 1 := by induction ys generalizing bits with | nil => match bits with | [a, b, c] => rfl | [] => simp at size | [_] => simp at size | [_, _] => simp at size | _ :: _ :: _ :: _ :: rest => simp only [List.length_cons, List.length_nil] at size omega | cons y ys ih => match bits with | [] => simp at size | [_] => simp only [List.length_cons, List.length_nil] at size; omega | a :: b :: rest => have smaller : ((!y) :: rest).length = ys.length + 3 := by simp only [List.length_cons] at * omega have h := ih ((!y) :: rest) smaller simpa only [chainView, List.length_cons] using congrArg (fun n => n + 1) h theorem chainView_sound (bits ys : List Bool) (size : bits.length = ys.length + 3) (accepted : (chainView bits ys).all tripleValue = true) : bits.any id = true := by induction ys generalizing bits with | nil => match bits with | [a, b, c] => simpa [chainView, tripleValue, Bool.or_assoc] using accepted | [] => simp at size | [_] => simp at size | [_, _] => simp at size | _ :: _ :: _ :: _ :: rest => simp only [List.length_cons, List.length_nil] at size omega | cons y ys ih => match bits with | [] => simp at size | [_] => simp only [List.length_cons, List.length_nil] at size; omega | a :: b :: rest => have smaller : ((!y) :: rest).length = ys.length + 3 := by simp only [List.length_cons] at * omega have accepted' : tripleValue (a, b, y) = true ∧ (chainView ((!y) :: rest) ys).all tripleValue = true := by simpa only [chainView, List.all_cons, Bool.and_eq_true] using accepted have tailAccepted := ih ((!y) :: rest) smaller accepted'.2 cases a <;> cases b <;> cases y <;> simp_all [tripleValue] theorem fillBits_length (bits : List Bool) (size : 3 ≤ bits.length) : (fillBits bits).length + 3 = bits.length := by match bits with | [] => simp at size | [_] => simp at size | [_, _] => simp at size | [a, b, c] => simp [fillBits] | a :: b :: c :: d :: rest => have ih := fillBits_length ((a || b) :: c :: d :: rest) (by simp) rw [fillBits] change (fillBits ((a || b) :: c :: d :: rest)).length + 1 + 3 = rest.length + 4 simp only [List.length_cons] at ih omega termination_by bits.length decreasing_by simp_wf theorem fillBits_correct (bits : List Bool) (size : 3 ≤ bits.length) : (chainView bits (fillBits bits)).all tripleValue = true ↔ bits.any id = true := by match bits with | [] => simp at size | [_] => simp at size | [_, _] => simp at size | [a, b, c] => simp [fillBits, chainView, tripleValue, Bool.or_assoc] | a :: b :: c :: d :: rest => have ih := fillBits_correct ((a || b) :: c :: d :: rest) (by simp) have tautology : tripleValue (a, b, !(a || b)) = true := by cases a <;> cases b <;> rfl rw [fillBits] simp only [chainView, List.all_cons, Bool.not_not] rw [tautology] simp only [Bool.true_and] simpa [Bool.or_assoc] using ih termination_by bits.length decreasing_by simp_wf theorem zero_false_count_iff_all (bits : List Bool) : bits.count false = 0 ↔ bits.all id = true := by induction bits with | nil => simp | cons b bits ih => cases b <;> simp [ih] theorem chainView_failed (bits ys : List Bool) (size : bits.length = ys.length + 3) (failed : bits.any id = false) : 1 ≤ ((chainView bits ys).map tripleValue).count false := by by_contra none have zero : ((chainView bits ys).map tripleValue).count false = 0 := by omega have all := (zero_false_count_iff_all _).mp zero have accepted : (chainView bits ys).all tripleValue = true := by simpa only [List.all_map, Function.comp_def, id_eq] using all have impossible := chainView_sound bits ys size accepted rw [failed] at impossible contradiction abbrev Pattern (q : Nat) := Fin q → Bool def patterns : (q : Nat) → List (Pattern q) | 0 => [Fin.elim0] | q + 1 => (patterns q).flatMap (fun p => [Fin.cases false p, Fin.cases true p]) theorem flatMap_pair_length {α β : Type*} (xs : List α) (f g : α → β) : (xs.flatMap (fun x => [f x, g x])).length = 2 * xs.length := by induction xs with | nil => rfl | cons x xs ih => simp only [List.flatMap_cons, List.length_append, List.length_cons, List.length_nil, ih] omega theorem patterns_length (q : Nat) : (patterns q).length = 2 ^ q := by induction q with | zero => rfl | succ q ih => rw [patterns, flatMap_pair_length, ih, Nat.pow_succ] exact Nat.mul_comm _ _ theorem mem_patterns (q : Nat) (p : Pattern q) : p ∈ patterns q := by induction q with | zero => have h : p = Fin.elim0 := by funext i; exact Fin.elim0 i simp [patterns, h] | succ q ih => let tail : Pattern q := fun i => p i.succ have htail : tail ∈ patterns q := ih tail have prefixEquality : Fin.cases (p 0) tail = p := by funext i exact Fin.cases rfl (fun _ => rfl) i apply List.mem_flatMap.mpr refine ⟨tail, htail, ?_⟩ cases h : p 0 with | false => have hp : Fin.cases false tail = p := by simpa only [h] using prefixEquality exact List.mem_cons.mpr (Or.inl hp.symm) | true => have hp : Fin.cases true tail = p := by simpa only [h] using prefixEquality exact List.mem_cons.mpr (Or.inr (List.mem_cons.mpr (Or.inl hp.symm))) abbrev PatternIndex (q : Nat) := Fin (patterns q).length def patternAt (q : Nat) (p : PatternIndex q) : Pattern q := (patterns q)[p.val] theorem patternAt_surjective (q : Nat) (bits : Pattern q) : ∃ p : PatternIndex q, patternAt q p = bits := by obtain ⟨i, hi, h⟩ := List.getElem_of_mem (mem_patterns q bits) exact ⟨⟨i, hi⟩, h⟩ structure FiniteVerifier (q : Nat) where «variables» : Nat events : Nat query : Fin events → Fin q → Fin «variables» accepts : Fin events → Pattern q → Bool def eventValue {q : Nat} (V : FiniteVerifier q) (A : Fin V.«variables» → Bool) (e : Fin V.events) : Bool := V.accepts e (fun i => A (V.query e i)) def rejectedEventCount {q : Nat} (V : FiniteVerifier q) (A : Fin V.«variables» → Bool) : Nat := ((List.finRange V.events).map (eventValue V A)).count false def auxiliaryCount {q : Nat} (V : FiniteVerifier q) : Nat := V.events * (patterns q).length * (q - 3) def outputVariables {q : Nat} (V : FiniteVerifier q) : Nat := V.«variables» + auxiliaryCount V def oldIndex {q : Nat} (V : FiniteVerifier q) (v : Fin V.«variables») : Fin (outputVariables V) := Fin.castAdd (auxiliaryCount V) v def freshIndex {q : Nat} (V : FiniteVerifier q) (e : Fin V.events) (p : PatternIndex q) (j : Fin (q - 3)) : Fin (outputVariables V) := Fin.natAdd V.«variables» (finProdFinEquiv (finProdFinEquiv (e, p), j)) theorem freshIndex_value {q : Nat} (V : FiniteVerifier q) (e : Fin V.events) (p : PatternIndex q) (j : Fin (q - 3)) : (freshIndex V e p j).val = V.«variables» + ((e.val * (patterns q).length + p.val) * (q - 3) + j.val) := by simp [freshIndex, Fin.natAdd, finProdFinEquiv, Nat.mul_comm, Nat.add_comm] def liftLiteral {q : Nat} (V : FiniteVerifier q) (l : Literal V.«variables») : Literal (outputVariables V) := ⟨oldIndex V l.variableIndex, l.positive⟩ def forbiddenLiteral {q : Nat} (V : FiniteVerifier q) (e : Fin V.events) (p : PatternIndex q) (i : Fin q) : Literal V.«variables» := ⟨V.query e i, !(patternAt q p i)⟩ def forbiddenClause {q : Nat} (V : FiniteVerifier q) (e : Fin V.events) (p : PatternIndex q) : List (Literal (outputVariables V)) := List.ofFn (fun i => liftLiteral V (forbiddenLiteral V e p i)) def auxiliaryNames {q : Nat} (V : FiniteVerifier q) (e : Fin V.events) (p : PatternIndex q) : List (Fin (outputVariables V)) := List.ofFn (freshIndex V e p) def splitLong {n : Nat} : List (Literal n) → List (Fin n) → List (Clause n) | [a, b, c], [] => [#v[a, b, c]] | a :: b :: rest, y :: ys => #v[a, b, ⟨y, true⟩] :: splitLong (⟨y, false⟩ :: rest) ys | _, _ => [] def tautology {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (e : Fin V.events) : Clause (outputVariables V) := let v := oldIndex V (V.query e ⟨0, by omega⟩) #v[⟨v, true⟩, ⟨v, false⟩, ⟨v, true⟩] def block {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (e : Fin V.events) (p : PatternIndex q) : List (Clause (outputVariables V)) := if V.accepts e (patternAt q p) then List.replicate (q - 2) (tautology V hq e) else splitLong (forbiddenClause V e p) (auxiliaryNames V e p) def eventBlock {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (e : Fin V.events) : List (Clause (outputVariables V)) := (List.finRange (patterns q).length).flatMap (block V hq e) def convert {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) : Formula where «variables» := outputVariables V clauses := (List.finRange V.events).flatMap (eventBlock V hq) def clauseFailures {n : Nat} (clauses : List (Clause n)) (A : Fin n → Bool) : Nat := (clauses.map (fun c => c.eval A)).count false theorem splitLong_values {n : Nat} (ls : List (Literal n)) (ys : List (Fin n)) (A : Fin n → Bool) : (splitLong ls ys).map (fun c => c.eval A) = (chainView (ls.map (fun l => l.eval A)) (ys.map A)).map tripleValue := by induction ys generalizing ls with | nil => match ls with | [] => rfl | [_] => rfl | [_, _] => rfl | [a, b, c] => rfl | _ :: _ :: _ :: _ :: _ => rfl | cons y ys ih => match ls with | [] => rfl | [_] => rfl | a :: b :: rest => have h := ih (⟨y, false⟩ :: rest) simp only [splitLong, List.map_cons, chainView] apply congrArg₂ List.cons · rfl · simpa only [List.map_cons, Literal.eval, Bool.false_eq_true, ↓reduceIte] using h theorem splitLong_length {n : Nat} (ls : List (Literal n)) (ys : List (Fin n)) (size : ls.length = ys.length + 3) : (splitLong ls ys).length = ys.length + 1 := by have values := congrArg List.length (splitLong_values ls ys (fun _ => false)) simp only [List.length_map] at values rw [values] have h := chainView_length (ls.map (fun l => l.eval (fun _ => false))) (ys.map (fun _ => false)) (by simpa only [List.length_map] using size) simpa only [List.length_map] using h def restrictAssignment {q : Nat} (V : FiniteVerifier q) (B : Fin (outputVariables V) → Bool) : Fin V.«variables» → Bool := fun v => B (oldIndex V v) def mismatchBits {q : Nat} (V : FiniteVerifier q) (A : Fin V.«variables» → Bool) (e : Fin V.events) (p : PatternIndex q) : List Bool := List.ofFn (fun i => (forbiddenLiteral V e p i).eval A) @[simp] theorem mismatchBits_length {q : Nat} (V : FiniteVerifier q) (A : Fin V.«variables» → Bool) (e : Fin V.events) (p : PatternIndex q) : (mismatchBits V A e p).length = q := by simp [mismatchBits] theorem forbiddenLiteral_false {q : Nat} (V : FiniteVerifier q) (A : Fin V.«variables» → Bool) (e : Fin V.events) (p : PatternIndex q) (i : Fin q) : (forbiddenLiteral V e p i).eval A = false ↔ A (V.query e i) = patternAt q p i := by cases hp : patternAt q p i <;> cases ha : A (V.query e i) <;> simp [forbiddenLiteral, Literal.eval, hp, ha] theorem forbiddenClause_values {q : Nat} (V : FiniteVerifier q) (B : Fin (outputVariables V) → Bool) (e : Fin V.events) (p : PatternIndex q) : (forbiddenClause V e p).map (fun l => l.eval B) = mismatchBits V (restrictAssignment V B) e p := by simp [forbiddenClause, mismatchBits, List.map_ofFn, Function.comp_def, liftLiteral, Literal.eval, restrictAssignment] theorem mismatchBits_false {q : Nat} (V : FiniteVerifier q) (A : Fin V.«variables» → Bool) (e : Fin V.events) (p : PatternIndex q) (actual : ∀ i, A (V.query e i) = patternAt q p i) : (mismatchBits V A e p).any id = false := by apply List.any_eq_false.mpr intro b hb obtain ⟨i, rfl⟩ := List.mem_ofFn.mp hb have h := (forbiddenLiteral_false V A e p i).mpr (actual i) simp [h] theorem mismatchBits_true {q : Nat} (V : FiniteVerifier q) (A : Fin V.«variables» → Bool) (e : Fin V.events) (p : PatternIndex q) (honest : eventValue V A e = true) (rejected : V.accepts e (patternAt q p) = false) : (mismatchBits V A e p).any id = true := by cases h : (mismatchBits V A e p).any id with | true => rfl | false => have none := List.any_eq_false.mp h have equal : (fun i => A (V.query e i)) = patternAt q p := by funext i apply (forbiddenLiteral_false V A e p i).mp have hi := none ((forbiddenLiteral V e p i).eval A) (List.mem_ofFn.mpr ⟨i, rfl⟩) cases hv : (forbiddenLiteral V e p i).eval A <;> simp_all have impossible : V.accepts e (patternAt q p) = true := by simpa only [eventValue, equal] using honest rw [rejected] at impossible contradiction theorem mismatchFill_length {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (A : Fin V.«variables» → Bool) (e : Fin V.events) (p : PatternIndex q) : (fillBits (mismatchBits V A e p)).length = q - 3 := by have h := fillBits_length (mismatchBits V A e p) (by simpa using hq) rw [mismatchBits_length] at h omega def mismatchFill {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (A : Fin V.«variables» → Bool) (e : Fin V.events) (p : PatternIndex q) (j : Fin (q - 3)) : Bool := (fillBits (mismatchBits V A e p))[j.val]'(by rw [mismatchFill_length V hq A e p] exact j.isLt) def extendAssignment {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (A : Fin V.«variables» → Bool) : Fin (outputVariables V) → Bool := Fin.addCases A (fun k : Fin (auxiliaryCount V) => let pair : Fin (V.events * (patterns q).length) × Fin (q - 3) := finProdFinEquiv.symm k let ep : Fin V.events × PatternIndex q := finProdFinEquiv.symm pair.1 mismatchFill V hq A ep.1 ep.2 pair.2) @[simp] theorem extend_old {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (A : Fin V.«variables» → Bool) (v : Fin V.«variables») : extendAssignment V hq A (oldIndex V v) = A v := by simp [extendAssignment, oldIndex] @[simp] theorem extend_fresh {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (A : Fin V.«variables» → Bool) (e : Fin V.events) (p : PatternIndex q) (j : Fin (q - 3)) : extendAssignment V hq A (freshIndex V e p j) = mismatchFill V hq A e p j := by unfold extendAssignment freshIndex auxiliaryCount rw [Fin.addCases_right] simp only [Equiv.symm_apply_apply] @[simp] theorem restrict_extend {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (A : Fin V.«variables» → Bool) : restrictAssignment V (extendAssignment V hq A) = A := by funext v exact extend_old V hq A v theorem ofFn_getElem_of_length {α : Type*} (xs : List α) (n : Nat) (h : xs.length = n) : List.ofFn (fun i : Fin n => xs[i.val]'(by rw [h]; exact i.isLt)) = xs := by subst n exact List.ofFn_getElem theorem extended_auxiliary_values {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (A : Fin V.«variables» → Bool) (e : Fin V.events) (p : PatternIndex q) : (auxiliaryNames V e p).map (extendAssignment V hq A) = fillBits (mismatchBits V A e p) := by simp only [auxiliaryNames, List.map_ofFn, Function.comp_def, extend_fresh, mismatchFill] exact ofFn_getElem_of_length _ _ (mismatchFill_length V hq A e p) theorem tautology_satisfied {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (e : Fin V.events) (B : Fin (outputVariables V) → Bool) : (tautology V hq e).eval B = true := by simp [tautology, Clause.eval, Literal.eval] theorem block_length {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (e : Fin V.events) (p : PatternIndex q) : (block V hq e p).length = q - 2 := by by_cases accepted : V.accepts e (patternAt q p) = true · simp [block, accepted] · simp only [block, accepted, Bool.false_eq_true, ↓reduceIte] have size : (forbiddenClause V e p).length = (auxiliaryNames V e p).length + 3 := by simp only [forbiddenClause, auxiliaryNames, List.length_ofFn] omega have h := splitLong_length (forbiddenClause V e p) (auxiliaryNames V e p) size have auxLength : (auxiliaryNames V e p).length = q - 3 := by simp [auxiliaryNames] rw [auxLength] at h omega theorem block_honest {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (A : Fin V.«variables» → Bool) (e : Fin V.events) (p : PatternIndex q) (honest : eventValue V A e = true) : (block V hq e p).all (fun c => c.eval (extendAssignment V hq A)) = true := by cases accepted : V.accepts e (patternAt q p) with | true => simp [block, accepted, tautology_satisfied] | false => have good := (fillBits_correct (mismatchBits V A e p) (by simpa using hq)).mpr (mismatchBits_true V A e p honest accepted) have values := splitLong_values (forbiddenClause V e p) (auxiliaryNames V e p) (extendAssignment V hq A) rw [forbiddenClause_values, restrict_extend, extended_auxiliary_values] at values have all := congrArg (fun bs : List Bool => bs.all id) values simp only [List.all_map, Function.comp_def, id_eq] at all simpa only [block, accepted, Bool.false_eq_true, ↓reduceIte] using all.trans good theorem length_flatMap_constant {α β : Type*} (xs : List α) (f : α → List β) (k : Nat) (lengths : ∀ x ∈ xs, (f x).length = k) : (xs.flatMap f).length = xs.length * k := by induction xs with | nil => simp | cons x xs ih => have hx := lengths x (by simp) have ht := ih (fun y hy => lengths y (by simp [hy])) simp only [List.flatMap_cons, List.length_append, List.length_cons, hx, ht, Nat.add_mul, Nat.one_mul] omega theorem eventBlock_length {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (e : Fin V.events) : (eventBlock V hq e).length = 2 ^ q * (q - 2) := by rw [eventBlock, length_flatMap_constant _ _ (q - 2) (fun p _ => block_length V hq e p)] simp only [List.length_finRange, patterns_length] theorem convert_clause_count {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) : (convert V hq).clauses.length = V.events * (2 ^ q * (q - 2)) := by change ((List.finRange V.events).flatMap (eventBlock V hq)).length = _ rw [length_flatMap_constant _ _ _ (fun e _ => eventBlock_length V hq e)] rw [List.length_finRange] theorem convert_nonempty {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (eventsPositive : 0 < V.events) : (convert V hq).clauses ≠ [] := by have p : 0 < (convert V hq).clauses.length := by rw [convert_clause_count] exact Nat.mul_pos eventsPositive (Nat.mul_pos (Nat.pow_pos (by decide)) (by omega)) intro empty simp only [empty, List.length_nil] at p omega theorem convert_completeness {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (A : Fin V.«variables» → Bool) (honest : ∀ e, eventValue V A e = true) : (convert V hq).Satisfiable := by refine ⟨extendAssignment V hq A, fun c hc => ?_⟩ obtain ⟨e, _, hc⟩ := List.mem_flatMap.mp hc obtain ⟨p, _, hc⟩ := List.mem_flatMap.mp hc exact List.all_eq_true.mp (block_honest V hq A e p (honest e)) c hc theorem clauseFailures_append {n : Nat} (xs ys : List (Clause n)) (A : Fin n → Bool) : clauseFailures (xs ++ ys) A = clauseFailures xs A + clauseFailures ys A := by simp [clauseFailures, List.map_append, List.count_append] theorem clauseFailures_le_flatMap {α : Type*} {n : Nat} (xs : List α) (f : α → List (Clause n)) (A : Fin n → Bool) (x : α) (hx : x ∈ xs) : clauseFailures (f x) A ≤ clauseFailures (xs.flatMap f) A := by induction xs with | nil => simp at hx | cons y ys ih => simp only [List.mem_cons] at hx rcases hx with rfl | hx · simp only [List.flatMap_cons, clauseFailures_append] omega · have h := ih hx simp only [List.flatMap_cons, clauseFailures_append] omega theorem block_failed {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (B : Fin (outputVariables V) → Bool) (e : Fin V.events) (p : PatternIndex q) (rejected : V.accepts e (patternAt q p) = false) (actual : ∀ i, restrictAssignment V B (V.query e i) = patternAt q p i) : 1 ≤ clauseFailures (block V hq e p) B := by have bitsFalse := mismatchBits_false V (restrictAssignment V B) e p actual have size : ((forbiddenClause V e p).map (fun l => l.eval B)).length = ((auxiliaryNames V e p).map B).length + 3 := by simp only [List.length_map, forbiddenClause, auxiliaryNames, List.length_ofFn] omega have failed := chainView_failed ((forbiddenClause V e p).map (fun l => l.eval B)) ((auxiliaryNames V e p).map B) size (by rw [forbiddenClause_values] exact bitsFalse) simpa only [block, rejected, Bool.false_eq_true, ↓reduceIte, clauseFailures, splitLong_values] using failed theorem eventBlock_failed {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (B : Fin (outputVariables V) → Bool) (e : Fin V.events) (rejected : eventValue V (restrictAssignment V B) e = false) : 1 ≤ clauseFailures (eventBlock V hq e) B := by obtain ⟨p, hp⟩ := patternAt_surjective q (fun i => restrictAssignment V B (V.query e i)) have rejectedPattern : V.accepts e (patternAt q p) = false := by rw [hp] exact rejected have failed := block_failed V hq B e p rejectedPattern (fun i => (congrFun hp i).symm) exact failed.trans (clauseFailures_le_flatMap (List.finRange (patterns q).length) (block V hq e) B p (by simp)) theorem count_false_map_sum {α : Type*} (xs : List α) (f : α → Bool) : (xs.map f).count false = (xs.map (fun x => if f x then 0 else 1)).sum := by induction xs with | nil => simp | cons x xs ih => cases h : f x <;> simp [h, ih, Nat.add_comm] theorem clauseFailures_flatMap {α : Type*} {n : Nat} (xs : List α) (f : α → List (Clause n)) (A : Fin n → Bool) : clauseFailures (xs.flatMap f) A = (xs.map (fun x => clauseFailures (f x) A)).sum := by induction xs with | nil => rfl | cons x xs ih => simp only [List.flatMap_cons, clauseFailures_append, List.map_cons, List.sum_cons, ih] theorem nat_sum_map_le {α : Type*} (xs : List α) (f g : α → Nat) (bound : ∀ x ∈ xs, f x ≤ g x) : (xs.map f).sum ≤ (xs.map g).sum := by induction xs with | nil => exact Nat.le_refl 0 | cons x xs ih => simp only [List.map_cons, List.sum_cons] exact Nat.add_le_add (bound x (by simp)) (ih (fun y hy => bound y (by simp [hy]))) theorem convert_count_bridge {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (B : Fin (outputVariables V) → Bool) : rejectedEventCount V (restrictAssignment V B) ≤ NameCompaction.failedCount (convert V hq) B := by change ((List.finRange V.events).map (eventValue V (restrictAssignment V B))).count false ≤ clauseFailures ((List.finRange V.events).flatMap (eventBlock V hq)) B rw [count_false_map_sum, clauseFailures_flatMap] apply nat_sum_map_le intro e _ cases rejected : eventValue V (restrictAssignment V B) e with | false => simpa only [rejected, Bool.false_eq_true, ↓reduceIte] using eventBlock_failed V hq B e rejected | true => simp only [↓reduceIte, Nat.zero_le] theorem convert_gap {q : Nat} (V : FiniteVerifier q) (hq : 3 ≤ q) (a b : Nat) (gap : ∀ A, a * V.events ≤ b * rejectedEventCount V A) (B : Fin (outputVariables V) → Bool) : a * (convert V hq).clauses.length ≤ (b * (2 ^ q * (q - 2))) * NameCompaction.failedCount (convert V hq) B := by have eventGap := gap (restrictAssignment V B) have countBound := Nat.mul_le_mul_left b (convert_count_bridge V hq B) rw [convert_clause_count] calc a * (V.events * (2 ^ q * (q - 2))) = (a * V.events) * (2 ^ q * (q - 2)) := by rw [Nat.mul_assoc] _ ≤ (b * NameCompaction.failedCount (convert V hq) B) * (2 ^ q * (q - 2)) := Nat.mul_le_mul_right _ (eventGap.trans countBound) _ = (b * (2 ^ q * (q - 2))) * NameCompaction.failedCount (convert V hq) B := by ac_rfl theorem twelve_query_factor : 2 ^ 12 * (12 - 2) = 40960 := by decide theorem twelve_query_clause_count (V : FiniteVerifier 12) : (convert V (by decide)).clauses.length = V.events * 40960 := by simpa only [twelve_query_factor] using convert_clause_count V (by decide) def padLiteral {n : Nat} (l : Literal n) : Literal (n + 1) := ⟨Fin.castAdd 1 l.variableIndex, l.positive⟩ def padClause {n : Nat} (c : Clause n) : Clause (n + 1) := #v[padLiteral (c)[0], padLiteral (c)[1], padLiteral (c)[2]] def padTautology (n : Nat) : Clause (n + 1) := let v := Fin.natAdd n (0 : Fin 1) #v[⟨v, true⟩, ⟨v, false⟩, ⟨v, true⟩] def padInput (F : Formula) : Formula where «variables» := F.«variables» + 1 clauses := F.clauses.map padClause ++ [padTautology F.«variables»] theorem padClause_eval {n : Nat} (c : Clause n) (B : Fin (n + 1) → Bool) : (padClause c).eval B = c.eval (fun v => B (Fin.castAdd 1 v)) := rfl theorem padTautology_satisfied (n : Nat) (B : Fin (n + 1) → Bool) : (padTautology n).eval B = true := by simp [padTautology, Clause.eval, Literal.eval] theorem padInput_satisfiable_iff (F : Formula) : (padInput F).Satisfiable ↔ F.Satisfiable := by change (∃ B : Fin (F.«variables» + 1) → Bool, ∀ c ∈ F.clauses.map padClause ++ [padTautology F.«variables»], c.eval B = true) ↔ _ constructor · rintro ⟨B, hB⟩ refine ⟨fun v => B (Fin.castAdd 1 v), fun c hc => ?_⟩ have hmem : padClause c ∈ (padInput F).clauses := by apply List.mem_append.mpr exact Or.inl (List.mem_map.mpr ⟨c, hc, rfl⟩) exact (padClause_eval c B).symm.trans (hB _ hmem) · rintro ⟨A, hA⟩ let B : Fin (F.«variables» + 1) → Bool := Fin.addCases A (fun _ => false) refine ⟨B, fun c hc => ?_⟩ rcases List.mem_append.mp hc with original | padding · obtain ⟨d, hd, rfl⟩ := List.mem_map.mp original have h := hA d hd simpa only [padClause_eval, B, Fin.addCases_left] using h · have hc : c = padTautology F.«variables» := by simpa using padding subst c exact padTautology_satisfied F.«variables» B @[simp] theorem padInput_clause_count (F : Formula) : (padInput F).clauses.length = F.clauses.length + 1 := by simp [padInput] theorem padInput_nonempty (F : Formula) : (padInput F).clauses ≠ [] := by intro empty have size := padInput_clause_count F rw [empty, List.length_nil] at size omega def prepareInput (F : Formula) : Formula := NameCompaction.compact (padInput F) theorem prepareInput_satisfiable_iff (F : Formula) : (prepareInput F).Satisfiable ↔ F.Satisfiable := (NameCompaction.compact_satisfiable_iff (padInput F)).trans (padInput_satisfiable_iff F) theorem prepareInput_clause_count (F : Formula) : (prepareInput F).clauses.length = F.clauses.length + 1 := by simp only [prepareInput, NameCompaction.compact_clause_count, padInput_clause_count] theorem prepareInput_nonempty (F : Formula) : (prepareInput F).clauses ≠ [] := by intro empty have h := prepareInput_clause_count F rw [empty, List.length_nil] at h omega theorem prepareInput_variable_bound (F : Formula) : (prepareInput F).«variables» ≤ 3 * (F.clauses.length + 1) := by simpa only [prepareInput, padInput_clause_count] using NameCompaction.compact_active_bound (padInput F) end DFVSGames.Foundations.PCP.VerifierToCNF namespace DFVSGames.Foundations.PCP.FinalBooleanVerifier open Target abbrev Label := Fin 6 → Bool variable {V E : Type*} {n m : Nat} def bitIndex (vertices : V ≃ Fin n) (v : V) (j : Fin 6) : Fin (n * 6) := finProdFinEquiv (vertices v, j) def labelsOfBits (vertices : V ≃ Fin n) (assignment : Fin (n * 6) → Bool) : V → Label := fun v j => assignment (bitIndex vertices v j) def bitsOfLabels (vertices : V ≃ Fin n) (labeling : V → Label) : Fin (n * 6) → Bool := fun k => let pair : Fin n × Fin 6 := finProdFinEquiv.symm k labeling (vertices.symm pair.1) pair.2 @[simp] theorem labelsOfBits_bitsOfLabels (vertices : V ≃ Fin n) (labeling : V → Label) : labelsOfBits vertices (bitsOfLabels vertices labeling) = labeling := by funext v j simp only [labelsOfBits, bitsOfLabels, bitIndex, Equiv.symm_apply_apply] @[simp] theorem bitsOfLabels_labelsOfBits (vertices : V ≃ Fin n) (assignment : Fin (n * 6) → Bool) : bitsOfLabels vertices (labelsOfBits vertices assignment) = assignment := by funext k simp only [bitsOfLabels, labelsOfBits, bitIndex, Equiv.apply_symm_apply, Prod.eta] abbrev verifier (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) : VerifierToCNF.FiniteVerifier 12 where «variables» := n * 6 events := m query := fun e i => Fin.addCases (motive := fun _ : Fin (6 + 6) => Fin (n * 6)) (fun j : Fin 6 => bitIndex vertices (G.tail (edges.symm e)) j) (fun j : Fin 6 => bitIndex vertices (G.head (edges.symm e)) j) i accepts := fun e bits => G.accepts (edges.symm e) (fun j => bits (Fin.castAdd 6 j)) (fun j => bits (Fin.natAdd 6 j)) theorem query_tail (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (e : Fin m) (j : Fin 6) : (verifier G vertices edges).query e (Fin.castAdd 6 j) = bitIndex vertices (G.tail (edges.symm e)) j := by simp only [verifier, Fin.addCases_left] theorem query_head (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (e : Fin m) (j : Fin 6) : (verifier G vertices edges).query e (Fin.natAdd 6 j) = bitIndex vertices (G.head (edges.symm e)) j := by simp only [verifier, Fin.addCases_right] theorem eventValue_eq (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (assignment : Fin (n * 6) → Bool) (e : Fin m) : VerifierToCNF.eventValue (verifier G vertices edges) assignment e = G.edgeSatisfied (labelsOfBits vertices assignment) (edges.symm e) := by simp only [VerifierToCNF.eventValue, Fin.addCases_left, Fin.addCases_right, ConstraintGraph.edgeSatisfied] rfl theorem count_false_map_filter {α : Type*} (xs : List α) (f : α → Bool) : (xs.map f).count false = (xs.filter (fun x => decide (f x = false))).length := by induction xs with | nil => rfl | cons x xs ih => cases h : f x <;> simp [h, ih, Nat.add_comm] theorem count_false_finRange (f : Fin m → Bool) : ((List.finRange m).map f).count false = (Finset.univ.filter (fun e : Fin m => f e = false)).card := by classical calc _ = ((List.finRange m).filter (fun e => decide (f e = false))).length := count_false_map_filter _ _ _ = (((List.finRange m).filter (fun e => decide (f e = false))).toFinset).card := (List.toFinset_card_of_nodup ((List.nodup_finRange m).filter _)).symm _ = _ := by congr 1 ext e simp theorem rejection_count_eq [Fintype E] (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (assignment : Fin (n * 6) → Bool) : VerifierToCNF.rejectedEventCount (verifier G vertices edges) assignment = G.rejectionCount (labelsOfBits vertices assignment) := by classical change ((List.finRange m).map (VerifierToCNF.eventValue (verifier G vertices edges) assignment)).count false = _ rw [count_false_finRange] change (Finset.univ.filter (fun e : Fin m => VerifierToCNF.eventValue (verifier G vertices edges) assignment e = false)).card = (G.rejectedDarts (labelsOfBits vertices assignment)).card apply Finset.card_equiv edges.symm intro e simp only [Finset.mem_filter, Finset.mem_univ, true_and, ConstraintGraph.rejectedDarts, eventValue_eq] theorem verifier_completeness (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (labeling : V → Label) (satisfied : ∀ e, G.edgeSatisfied labeling e = true) : ∀ e, VerifierToCNF.eventValue (verifier G vertices edges) (bitsOfLabels vertices labeling) e = true := by intro e rw [eventValue_eq, labelsOfBits_bitsOfLabels] exact satisfied (edges.symm e) theorem verifier_reflects (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (assignment : Fin (n * 6) → Bool) (accepted : ∀ e, VerifierToCNF.eventValue (verifier G vertices edges) assignment e = true) : ∀ e, G.edgeSatisfied (labelsOfBits vertices assignment) e = true := by intro e have h := accepted (edges e) simpa only [eventValue_eq, Equiv.symm_apply_apply] using h def cnf (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) : Formula := VerifierToCNF.convert (verifier G vertices edges) (by decide) abbrev OutputAssignment (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) := Fin (VerifierToCNF.outputVariables (verifier G vertices edges)) → Bool def extractLabeling (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (assignment : OutputAssignment G vertices edges) : V → Label := labelsOfBits vertices (VerifierToCNF.restrictAssignment (verifier G vertices edges) assignment) theorem cnf_completeness (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (sat : G.Satisfiable) : (cnf G vertices edges).Satisfiable := by obtain ⟨labeling, satisfied⟩ := sat exact VerifierToCNF.convert_completeness (verifier G vertices edges) (by decide) (bitsOfLabels vertices labeling) (verifier_completeness G vertices edges labeling satisfied) theorem cnf_count_bridge [Fintype E] (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (assignment : OutputAssignment G vertices edges) : G.rejectionCount (extractLabeling G vertices edges assignment) ≤ NameCompaction.failedCount (cnf G vertices edges) assignment := by have h := VerifierToCNF.convert_count_bridge (verifier G vertices edges) (by decide) assignment rw [rejection_count_eq] at h exact h theorem failedCount_zero_of_satisfied (F : Formula) (assignment : Fin F.«variables» → Bool) (satisfied : ∀ c ∈ F.clauses, c.eval assignment = true) : NameCompaction.failedCount F assignment = 0 := by apply (VerifierToCNF.zero_false_count_iff_all _).mpr have h := List.all_eq_true.mpr satisfied simpa only [NameCompaction.evaluationList, List.all_map, Function.comp_def, id_eq] using h theorem all_satisfied_of_rejectionCount_zero [Fintype E] (G : ConstraintGraph V E Label) (labeling : V → Label) (zero : G.rejectionCount labeling = 0) : ∀ e, G.edgeSatisfied labeling e = true := by intro e cases h : G.edgeSatisfied labeling e with | true => rfl | false => have member : e ∈ G.rejectedDarts labeling := (G.mem_rejectedDarts labeling e).mpr h have positive : 0 < G.rejectionCount labeling := Finset.card_pos.mpr ⟨e, member⟩ omega theorem cnf_reflects [Fintype E] (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (sat : (cnf G vertices edges).Satisfiable) : G.Satisfiable := by obtain ⟨assignment, satisfied⟩ := sat have zero := failedCount_zero_of_satisfied (cnf G vertices edges) assignment satisfied have bound := cnf_count_bridge G vertices edges assignment have graphZero : G.rejectionCount (extractLabeling G vertices edges assignment) = 0 := by omega exact ⟨extractLabeling G vertices edges assignment, all_satisfied_of_rejectionCount_zero G _ graphZero⟩ theorem cnf_satisfiable_iff [Fintype E] (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) : (cnf G vertices edges).Satisfiable ↔ G.Satisfiable := ⟨cnf_reflects G vertices edges, cnf_completeness G vertices edges⟩ theorem cnf_clause_count (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) : (cnf G vertices edges).clauses.length = m * 40960 := VerifierToCNF.twelve_query_clause_count (verifier G vertices edges) theorem twelve_query_auxiliary_factor : 2 ^ 12 * (12 - 3) = 36864 := by decide theorem cnf_variable_count (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) : (cnf G vertices edges).«variables» = n * 6 + m * 36864 := by change n * 6 + m * (VerifierToCNF.patterns 12).length * (12 - 3) = _ rw [VerifierToCNF.patterns_length, Nat.mul_assoc, twelve_query_auxiliary_factor] theorem cnf_nonempty (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (nonempty : 0 < m) : (cnf G vertices edges).clauses ≠ [] := VerifierToCNF.convert_nonempty (verifier G vertices edges) (by decide) nonempty theorem cnf_gap [Fintype E] (G : ConstraintGraph V E Label) (vertices : V ≃ Fin n) (edges : E ≃ Fin m) (a b : Nat) (source : ∀ labeling : V → Label, a * Fintype.card E ≤ b * G.rejectionCount labeling) (assignment : OutputAssignment G vertices edges) : a * (cnf G vertices edges).clauses.length ≤ (b * 40960) * NameCompaction.failedCount (cnf G vertices edges) assignment := by have cardEdges : Fintype.card E = m := by simpa using Fintype.card_congr edges have testGap (bits : Fin (n * 6) → Bool) : a * m ≤ b * VerifierToCNF.rejectedEventCount (verifier G vertices edges) bits := by rw [rejection_count_eq] simpa only [cardEdges] using source (labelsOfBits vertices bits) simpa only [cnf, VerifierToCNF.twelve_query_factor] using VerifierToCNF.convert_gap (verifier G vertices edges) (by decide) a b testGap assignment abbrev ReducedVertex (V E A : Type*) := QueryIncidence.Vertex (AlphabetGraph.Event E A) (AlphabetGraph.Address V E A) abbrev ReducedDart (E A : Type*) := QueryIncidence.Dart (AlphabetGraph.Event E A) 6 variable {A : Type*} [Fintype A] [DecidableEq A] [Nonempty A] [DecidableEq V] [DecidableEq E] noncomputable def alphabetCNF (G : ConstraintGraph V E A) (vertices : ReducedVertex V E A ≃ Fin n) (edges : ReducedDart E A ≃ Fin m) : Formula := cnf (AlphabetGraph.graph G) vertices edges omit [DecidableEq A] [Nonempty A] in theorem alphabetCNF_completeness (G : ConstraintGraph V E A) (vertices : ReducedVertex V E A ≃ Fin n) (edges : ReducedDart E A ≃ Fin m) (sat : G.Satisfiable) : (alphabetCNF G vertices edges).Satisfiable := cnf_completeness (AlphabetGraph.graph G) vertices edges (AlphabetGraph.perfect_completeness G sat) omit [DecidableEq A] [Nonempty A] in theorem alphabetCNF_clause_count (G : ConstraintGraph V E A) (vertices : ReducedVertex V E A ≃ Fin n) (edges : ReducedDart E A ≃ Fin m) : (alphabetCNF G vertices edges).clauses.length = m * 40960 := cnf_clause_count (AlphabetGraph.graph G) vertices edges theorem alphabetCNF_gap [Fintype E] (G : ConstraintGraph V E A) (vertices : ReducedVertex V E A ≃ Fin n) (edges : ReducedDart E A ≃ Fin m) (a b : Nat) (source : ∀ labeling : V → A, a * Fintype.card E ≤ b * G.rejectionCount labeling) (assignment : OutputAssignment (AlphabetGraph.graph G) vertices edges) : a * (alphabetCNF G vertices edges).clauses.length ≤ (b * 503316480) * NameCompaction.failedCount (alphabetCNF G vertices edges) assignment := by have h := cnf_gap (AlphabetGraph.graph G) vertices edges a (b * 12288) (AlphabetGraph.gap_transfer G a b source) assignment have factor : (b * 12288) * 40960 = b * 503316480 := by omega simpa only [alphabetCNF, factor] using h end DFVSGames.Foundations.PCP.FinalBooleanVerifier end OAI