import Mathlib.Logic.Equiv.Fin.Basic import Mathlib.Tactic.Ring import OAI.Computability.BinPacking.Computation.Machine namespace OAI namespace BinPackingGames.Foundations.PCP open Target structure ClauseAnswer where first : Bool second : Bool third : Bool deriving DecidableEq inductive Slot where | first | second | third deriving DecidableEq def answerAt (answer : ClauseAnswer) : Slot → Bool | .first => answer.first | .second => answer.second | .third => answer.third def nameAt {n : Nat} (clause : Clause n) : Slot → Fin n | .first => clause[0].variableIndex | .second => clause[1].variableIndex | .third => clause[2].variableIndex def literalValue (positive value : Bool) : Bool := if positive then value else !value def localSatisfies {n : Nat} (clause : Clause n) (answer : ClauseAnswer) : Bool := (literalValue clause[0].positive answer.first || literalValue clause[1].positive answer.second) || literalValue clause[2].positive answer.third def honestAnswer {n : Nat} (clause : Clause n) (assignment : Fin n → Bool) : ClauseAnswer := ⟨assignment clause[0].variableIndex, assignment clause[1].variableIndex, assignment clause[2].variableIndex⟩ theorem honest_satisfies {n : Nat} (clause : Clause n) (assignment : Fin n → Bool) : localSatisfies clause (honestAnswer clause assignment) = clause.eval assignment := rfl theorem honest_answerAt {n : Nat} (clause : Clause n) (assignment : Fin n → Bool) (slot : Slot) : answerAt (honestAnswer clause assignment) slot = assignment (nameAt clause slot) := by cases slot <;> rfl def matchingSlots (a b : ClauseAnswer) : Nat := (if a.first = b.first then 1 else 0) + (if a.second = b.second then 1 else 0) + (if a.third = b.third then 1 else 0) theorem matchingSlots_le (a b : ClauseAnswer) : matchingSlots a b ≤ 3 := by rcases a with ⟨a₁,a₂,a₃⟩ rcases b with ⟨b₁,b₂,b₃⟩ cases a₁ <;> cases a₂ <;> cases a₃ <;> cases b₁ <;> cases b₂ <;> cases b₃ <;> decide theorem matchingSlots_eq_three (a b : ClauseAnswer) : matchingSlots a b = 3 ↔ a = b := by rcases a with ⟨a₁,a₂,a₃⟩ rcases b with ⟨b₁,b₂,b₃⟩ cases a₁ <;> cases a₂ <;> cases a₃ <;> cases b₁ <;> cases b₂ <;> cases b₃ <;> decide def acceptedSlots {n : Nat} (clause : Clause n) (alice bob : ClauseAnswer) : Nat := if localSatisfies clause alice then matchingSlots alice bob else 0 def clauseFailure {n : Nat} (clause : Clause n) (assignment : Fin n → Bool) : Nat := if clause.eval assignment then 0 else 1 theorem local_rejection_bound {n : Nat} (clause : Clause n) (alice : ClauseAnswer) (bob : Fin n → Bool) : acceptedSlots clause alice (honestAnswer clause bob) + clauseFailure clause bob ≤ 3 := by have hle := matchingSlots_le alice (honestAnswer clause bob) by_cases hb : clause.eval bob = true · simp only [clauseFailure, hb, ↓reduceIte, Nat.add_zero] unfold acceptedSlots split <;> omega · have hfailure : clauseFailure clause bob = 1 := by simp [clauseFailure, hb] rw [hfailure] by_cases ha : localSatisfies clause alice = true · have hne : alice ≠ honestAnswer clause bob := by intro h subst alice exact hb ((honest_satisfies clause bob).symm.trans ha) have hlt : matchingSlots alice (honestAnswer clause bob) ≠ 3 := by intro h exact hne ((matchingSlots_eq_three _ _).mp h) simp only [acceptedSlots, ha, ↓reduceIte] omega · simp [acceptedSlots, ha] def clauseAt (formula : Formula) (index : Fin formula.clauses.length) : Clause formula.variables := formula.clauses[index.val] abbrev RandomEvent (formula : Formula) := Fin formula.clauses.length × Slot abbrev AliceStrategy (formula : Formula) := Fin formula.clauses.length → ClauseAnswer abbrev BobStrategy (formula : Formula) := Fin formula.variables → Bool def accepts (formula : Formula) (alice : AliceStrategy formula) (bob : BobStrategy formula) (event : RandomEvent formula) : Bool := localSatisfies (clauseAt formula event.1) (alice event.1) && decide (answerAt (alice event.1) event.2 = bob (nameAt (clauseAt formula event.1) event.2)) def acceptedCount (formula : Formula) (alice : AliceStrategy formula) (bob : BobStrategy formula) : List (Fin formula.clauses.length) → Nat | [] => 0 | i :: rest => acceptedSlots (clauseAt formula i) (alice i) (honestAnswer (clauseAt formula i) bob) + acceptedCount formula alice bob rest def failureCount (formula : Formula) (bob : BobStrategy formula) : List (Fin formula.clauses.length) → Nat | [] => 0 | i :: rest => clauseFailure (clauseAt formula i) bob + failureCount formula bob rest theorem total_rejection_bound (formula : Formula) (alice : AliceStrategy formula) (bob : BobStrategy formula) (indices : List (Fin formula.clauses.length)) : acceptedCount formula alice bob indices + failureCount formula bob indices ≤ 3 * indices.length := by induction indices with | nil => simp [acceptedCount, failureCount] | cons i rest ih => have h := local_rejection_bound (clauseAt formula i) (alice i) bob simp only [acceptedCount, failureCount, List.length_cons] omega def allIndices (formula : Formula) : List (Fin formula.clauses.length) := List.finRange formula.clauses.length theorem hastad_basic_verifier_soundness (formula : Formula) (a b : Nat) (sourceGap : ∀ bob : BobStrategy formula, a * formula.clauses.length ≤ b * failureCount formula bob (allIndices formula)) (alice : AliceStrategy formula) (bob : BobStrategy formula) : b * acceptedCount formula alice bob (allIndices formula) + a * formula.clauses.length ≤ b * (3 * formula.clauses.length) := by have ht := Nat.mul_le_mul_left b (total_rejection_bound formula alice bob (allIndices formula)) have hg := sourceGap bob simp only [allIndices, List.length_finRange, Nat.mul_add] at * omega theorem honest_accepts (formula : Formula) (assignment : BobStrategy formula) (satisfies : ∀ clause ∈ formula.clauses, clause.eval assignment = true) (event : RandomEvent formula) : accepts formula (fun i => honestAnswer (clauseAt formula i) assignment) assignment event = true := by have hc : (clauseAt formula event.1).eval assignment = true := satisfies _ (List.getElem_mem _) simp [accepts, honest_satisfies, honest_answerAt, hc] theorem verifier_completeness (formula : Formula) (sat : formula.Satisfiable) : ∃ (alice : AliceStrategy formula) (bob : BobStrategy formula), ∀ event : RandomEvent formula, accepts formula alice bob event = true := by rcases sat with ⟨assignment, hs⟩ exact ⟨fun i => honestAnswer (clauseAt formula i) assignment, assignment, honest_accepts formula assignment hs⟩ abbrev LeftLabel (formula : Formula) (i : Fin formula.clauses.length) := { answer : ClauseAnswer // localSatisfies (clauseAt formula i) answer = true } def edgeProjection (formula : Formula) (event : RandomEvent formula) (label : LeftLabel formula event.1) : Bool := answerAt label.val event.2 theorem verifier_eq_projection (formula : Formula) (alice : ∀ i, LeftLabel formula i) (bob : BobStrategy formula) (event : RandomEvent formula) : accepts formula (fun i => (alice i).val) bob event = decide (edgeProjection formula event (alice event.1) = bob (nameAt (clauseAt formula event.1) event.2)) := by simp [accepts, (alice event.1).property, edgeProjection] rfl def eventsAt (formula : Formula) (i : Fin formula.clauses.length) : List (RandomEvent formula) := [(i, .first), (i, .second), (i, .third)] def enumerateEvents (formula : Formula) : List (Fin formula.clauses.length) → List (RandomEvent formula) | [] => [] | i :: rest => eventsAt formula i ++ enumerateEvents formula rest theorem length_enumerateEvents (formula : Formula) (indices : List (Fin formula.clauses.length)) : (enumerateEvents formula indices).length = 3 * indices.length := by induction indices with | nil => simp [enumerateEvents] | cons i rest ih => simp only [enumerateEvents, eventsAt, List.length_append, List.length_cons, List.length_nil, ih] omega theorem accepted_eventsAt (formula : Formula) (alice : AliceStrategy formula) (bob : BobStrategy formula) (i : Fin formula.clauses.length) : ((eventsAt formula i).filter (accepts formula alice bob)).length = acceptedSlots (clauseAt formula i) (alice i) (honestAnswer (clauseAt formula i) bob) := by by_cases hs : localSatisfies (clauseAt formula i) (alice i) = true · by_cases h₁ : (alice i).first = bob (clauseAt formula i)[0].variableIndex <;> by_cases h₂ : (alice i).second = bob (clauseAt formula i)[1].variableIndex <;> by_cases h₃ : (alice i).third = bob (clauseAt formula i)[2].variableIndex <;> simp [eventsAt, accepts, acceptedSlots, matchingSlots, honestAnswer, answerAt, nameAt, hs, h₁, h₂, h₃] · simp [eventsAt, accepts, acceptedSlots, hs] theorem accepted_enumerateEvents (formula : Formula) (alice : AliceStrategy formula) (bob : BobStrategy formula) (indices : List (Fin formula.clauses.length)) : ((enumerateEvents formula indices).filter (accepts formula alice bob)).length = acceptedCount formula alice bob indices := by induction indices with | nil => simp [enumerateEvents, acceptedCount] | cons i rest ih => simp only [enumerateEvents, List.filter_append, List.length_append, accepted_eventsAt, ih, acceptedCount] def allEvents (formula : Formula) : List (RandomEvent formula) := enumerateEvents formula (allIndices formula) theorem length_allEvents (formula : Formula) : (allEvents formula).length = 3 * formula.clauses.length := by simp [allEvents, length_enumerateEvents, allIndices] theorem allEvents_nonempty (formula : Formula) (hne : formula.clauses ≠ []) : allEvents formula ≠ [] := by intro he have hl := length_allEvents formula rw [he] at hl have hpos : 0 < formula.clauses.length := List.length_pos_iff.mpr hne simp only [List.length_nil] at hl omega theorem verifier_event_soundness (formula : Formula) (a b : Nat) (sourceGap : ∀ bob : BobStrategy formula, a * formula.clauses.length ≤ b * failureCount formula bob (allIndices formula)) (alice : AliceStrategy formula) (bob : BobStrategy formula) : b * ((allEvents formula).filter (accepts formula alice bob)).length + a * formula.clauses.length ≤ b * (allEvents formula).length := by rw [length_allEvents] simp only [allEvents, accepted_enumerateEvents] exact hastad_basic_verifier_soundness formula a b sourceGap alice bob def occurrencesAt {n : Nat} (clause : Clause n) (v : Fin n) : Nat := (if clause[0].variableIndex = v then 1 else 0) + (if clause[1].variableIndex = v then 1 else 0) + (if clause[2].variableIndex = v then 1 else 0) def occurrenceCount (formula : Formula) (v : Fin formula.variables) : List (Fin formula.clauses.length) → Nat | [] => 0 | i :: rest => occurrencesAt (clauseAt formula i) v + occurrenceCount formula v rest theorem variable_eventsAt (formula : Formula) (v : Fin formula.variables) (i : Fin formula.clauses.length) : ((eventsAt formula i).filter (fun event => decide (nameAt (clauseAt formula event.1) event.2 = v))).length = occurrencesAt (clauseAt formula i) v := by by_cases h₁ : (clauseAt formula i)[0].variableIndex = v <;> by_cases h₂ : (clauseAt formula i)[1].variableIndex = v <;> by_cases h₃ : (clauseAt formula i)[2].variableIndex = v <;> simp [eventsAt, nameAt, occurrencesAt, h₁, h₂, h₃] theorem variable_enumerateEvents (formula : Formula) (v : Fin formula.variables) (indices : List (Fin formula.clauses.length)) : ((enumerateEvents formula indices).filter (fun event => decide (nameAt (clauseAt formula event.1) event.2 = v))).length = occurrenceCount formula v indices := by induction indices with | nil => simp [enumerateEvents, occurrenceCount] | cons i rest ih => simp only [enumerateEvents, List.filter_append, List.length_append, variable_eventsAt, ih, occurrenceCount] theorem regular_bob_marginal (formula : Formula) (degree : Nat) (regular : ∀ v : Fin formula.variables, occurrenceCount formula v (allIndices formula) = degree) (v : Fin formula.variables) : ((allEvents formula).filter (fun event => decide (nameAt (clauseAt formula event.1) event.2 = v))).length = degree := by rw [allEvents, variable_enumerateEvents] exact regular v end BinPackingGames.Foundations.PCP namespace BinPackingGames.Foundations.PCP.NameCompaction open BinPackingGames.Foundations.Target def clauseNames {n : Nat} (c : Clause n) : List (Fin n) := [(c)[0].variableIndex, (c)[1].variableIndex, (c)[2].variableIndex] def sourceNames (F : Formula) : List (Fin F.variables) := F.clauses.flatMap clauseNames def activeNames (F : Formula) : List (Fin F.variables) := (sourceNames F).eraseDups theorem literal_mem_active (F : Formula) (c : Clause F.variables) (hc : c ∈ F.clauses) (i : Fin 3) : (c)[i].variableIndex ∈ activeNames F := by simp only [activeNames, List.mem_eraseDups] apply List.mem_flatMap.mpr refine ⟨c, hc, ?_⟩ have hi : i = 0 ∨ i = 1 ∨ i = 2 := by omega rcases hi with rfl | rfl | rfl <;> simp [clauseNames] def compactIndex (F : Formula) (v : Fin F.variables) (hv : v ∈ activeNames F) : Fin (activeNames F).length := ⟨(activeNames F).idxOf v, List.idxOf_lt_length_iff.mpr hv⟩ def decodeName (F : Formula) (v : Fin (activeNames F).length) : Fin F.variables := (activeNames F)[v.val] def compactLiteral (F : Formula) (l : Literal F.variables) (hl : l.variableIndex ∈ activeNames F) : Literal (activeNames F).length := ⟨compactIndex F l.variableIndex hl, l.positive⟩ def compactClause (F : Formula) (c : Clause F.variables) (hc : c ∈ F.clauses) : Clause (activeNames F).length := #v[compactLiteral F (c)[0] (literal_mem_active F c hc 0), compactLiteral F (c)[1] (literal_mem_active F c hc 1), compactLiteral F (c)[2] (literal_mem_active F c hc 2)] def compactClauses (F : Formula) : List (Clause (activeNames F).length) := F.clauses.attach.map (fun c => compactClause F c.val c.property) def compact (F : Formula) : Formula where «variables» := (activeNames F).length clauses := compactClauses F def restrictAssignment (F : Formula) (A : Fin F.variables → Bool) : Fin (activeNames F).length → Bool := fun v => A (decodeName F v) def extendAssignment (F : Formula) (B : Fin (activeNames F).length → Bool) (v : Fin F.variables) : Bool := if hv : v ∈ activeNames F then B (compactIndex F v hv) else false @[simp] theorem decode_compactIndex (F : Formula) (v : Fin F.variables) (hv : v ∈ activeNames F) : decodeName F (compactIndex F v hv) = v := by exact List.getElem_idxOf (List.idxOf_lt_length_iff.mpr hv) @[simp] theorem eval_compact_restrict (F : Formula) (c : Clause F.variables) (hc : c ∈ F.clauses) (A : Fin F.variables → Bool) : (compactClause F c hc).eval (restrictAssignment F A) = c.eval A := by simp [compactClause, compactLiteral, Clause.eval, Literal.eval, restrictAssignment, decode_compactIndex] @[simp] theorem eval_compact_extend (F : Formula) (c : Clause F.variables) (hc : c ∈ F.clauses) (B : Fin (activeNames F).length → Bool) : (compactClause F c hc).eval B = c.eval (extendAssignment F B) := by have h₀ : (c)[0].variableIndex ∈ activeNames F := literal_mem_active F c hc 0 have h₁ : (c)[1].variableIndex ∈ activeNames F := literal_mem_active F c hc 1 have h₂ : (c)[2].variableIndex ∈ activeNames F := literal_mem_active F c hc 2 simp [compactClause, compactLiteral, Clause.eval, Literal.eval, extendAssignment, h₀, h₁, h₂] rfl theorem map_attach_val {α β : Type} (xs : List α) (f : α → β) : xs.attach.map (fun x => f x.val) = xs.map f := by exact List.attach_map_val def evaluationList (F : Formula) (A : Fin F.variables → Bool) : List Bool := F.clauses.map (fun c => c.eval A) def satisfiedCount (F : Formula) (A : Fin F.variables → Bool) : Nat := (evaluationList F A).count true def failedCount (F : Formula) (A : Fin F.variables → Bool) : Nat := (evaluationList F A).count false theorem evaluationList_restrict (F : Formula) (A : Fin F.variables → Bool) : evaluationList (compact F) (restrictAssignment F A) = evaluationList F A := by simp only [evaluationList, compact, compactClauses, List.map_map] simpa only [Function.comp_def, eval_compact_restrict] using map_attach_val F.clauses (fun c => c.eval A) theorem evaluationList_extend (F : Formula) (B : Fin (compact F).variables → Bool) : evaluationList (compact F) B = evaluationList F (extendAssignment F B) := by simp only [evaluationList, compact, compactClauses, List.map_map] change F.clauses.attach.map (fun c => (compactClause F c.val c.property).eval B) = _ calc _ = F.clauses.attach.map (fun c => c.val.eval (extendAssignment F B)) := by apply List.map_congr_left intro c _ exact eval_compact_extend F c.val c.property B _ = _ := map_attach_val F.clauses (fun c => c.eval (extendAssignment F B)) theorem satisfiedCount_restrict (F : Formula) (A : Fin F.variables → Bool) : satisfiedCount (compact F) (restrictAssignment F A) = satisfiedCount F A := by simp only [satisfiedCount, evaluationList_restrict] theorem failedCount_restrict (F : Formula) (A : Fin F.variables → Bool) : failedCount (compact F) (restrictAssignment F A) = failedCount F A := by simp only [failedCount, evaluationList_restrict] theorem satisfiedCount_extend (F : Formula) (B : Fin (compact F).variables → Bool) : satisfiedCount (compact F) B = satisfiedCount F (extendAssignment F B) := by simp only [satisfiedCount, evaluationList_extend] theorem failedCount_extend (F : Formula) (B : Fin (compact F).variables → Bool) : failedCount (compact F) B = failedCount F (extendAssignment F B) := by simp only [failedCount, evaluationList_extend] theorem clauseNames_flat_length {n : Nat} (cs : List (Clause n)) : (cs.flatMap clauseNames).length = 3 * cs.length := by induction cs with | nil => simp | cons c cs ih => simp only [List.flatMap_cons, List.length_append, clauseNames, List.length_cons, List.length_nil, ih] omega @[simp] theorem compact_clause_count (F : Formula) : (compact F).clauses.length = F.clauses.length := by simp [compact, compactClauses] theorem length_eraseDups_le {α : Type} [BEq α] (xs : List α) : xs.eraseDups.length ≤ xs.length := by match xs with | [] => simp | a :: rest => rw [List.eraseDups_cons] have filtered := List.length_filter_le (fun b => !(b == a)) rest have ih := length_eraseDups_le (rest.filter (fun b => !(b == a))) simp only [List.length_cons] omega termination_by xs.length decreasing_by exact Nat.lt_succ_of_le (List.length_filter_le _ _) theorem compact_active_bound (F : Formula) : (compact F).variables ≤ 3 * F.clauses.length := by have h := length_eraseDups_le (sourceNames F) simpa only [sourceNames, clauseNames_flat_length, compact, activeNames] using h theorem compact_completeness (F : Formula) (hs : F.Satisfiable) : (compact F).Satisfiable := by rcases hs with ⟨A, hA⟩ refine ⟨restrictAssignment F A, ?_⟩ intro d hd change d ∈ F.clauses.attach.map (fun c => compactClause F c.val c.property) at hd rcases List.mem_map.mp hd with ⟨c, _, rfl⟩ exact (eval_compact_restrict F c.val c.property A).trans (hA c.val c.property) theorem compact_reflects (F : Formula) (hs : (compact F).Satisfiable) : F.Satisfiable := by rcases hs with ⟨B, hB⟩ refine ⟨extendAssignment F B, ?_⟩ intro c hc have hm : compactClause F c hc ∈ (compact F).clauses := by change _ ∈ F.clauses.attach.map (fun d => compactClause F d.val d.property) exact List.mem_map.mpr ⟨⟨c, hc⟩, by simp, rfl⟩ rw [← eval_compact_extend F c hc B] exact hB _ hm theorem compact_satisfiable_iff (F : Formula) : (compact F).Satisfiable ↔ F.Satisfiable := ⟨compact_reflects F, compact_completeness F⟩ theorem compact_preserves_gap (F : Formula) (a b : Nat) (gap : ∀ A, a * F.clauses.length ≤ b * failedCount F A) (B : Fin (compact F).variables → Bool) : a * (compact F).clauses.length ≤ b * failedCount (compact F) B := by rw [compact_clause_count, failedCount_extend] exact gap (extendAssignment F B) theorem compact_encoding_bound (F : Formula) : (Complexity.formulaBits (compact F)).length ≤ 9 * F.clauses.length * F.clauses.length + 10 * F.clauses.length + 2 := by have enc := Complexity.formulaBits_length_le (compact F) rw [compact_clause_count] at enc have active := compact_active_bound F have h₁ := Nat.add_le_add_right active (F.clauses.length + 2) have h₂ := Nat.mul_le_mul_left F.clauses.length (Nat.mul_le_mul_left 3 (Nat.add_le_add_right active 2)) have total := Nat.add_le_add h₁ h₂ have polynomial : 3 * F.clauses.length + (F.clauses.length + 2) + F.clauses.length * (3 * (3 * F.clauses.length + 2)) = 9 * F.clauses.length * F.clauses.length + 10 * F.clauses.length + 2 := by simp [Nat.mul_add, Nat.mul_comm, Nat.mul_left_comm] omega rw [polynomial] at total omega theorem failureCount_evaluations (F : Formula) (A : Fin F.variables → Bool) (indices : List (Fin F.clauses.length)) : failureCount F A indices = (indices.map (fun i => (clauseAt F i).eval A)).count false := by induction indices with | nil => simp [failureCount] | cons i rest ih => cases h : (clauseAt F i).eval A <;> simp [failureCount, clauseFailure, h, ih, Nat.add_comm] theorem evaluations_allIndices (F : Formula) (A : Fin F.variables → Bool) : ((allIndices F).map (fun i => (clauseAt F i).eval A)) = evaluationList F A := by calc _ = (List.ofFn (fun i : Fin F.clauses.length => F.clauses[i.val])).map (fun c => c.eval A) := by simp only [allIndices, List.finRange, clauseAt, List.map_ofFn, Function.comp_def] _ = _ := by rw [List.ofFn_getElem]; rfl theorem verifier_failureCount (F : Formula) (A : Fin F.variables → Bool) : failureCount F A (allIndices F) = failedCount F A := by rw [failureCount_evaluations, evaluations_allIndices] rfl theorem compact_verifier_soundness (F : Formula) (a b : Nat) (gap : ∀ A, a * F.clauses.length ≤ b * failedCount F A) (alice : AliceStrategy (compact F)) (bob : BobStrategy (compact F)) : b * ((allEvents (compact F)).filter (accepts (compact F) alice bob)).length + a * F.clauses.length ≤ b * (3 * F.clauses.length) := by have sourceGap : ∀ A : BobStrategy (compact F), a * (compact F).clauses.length ≤ b * failureCount (compact F) A (allIndices (compact F)) := by intro A rw [verifier_failureCount] exact compact_preserves_gap F a b gap A have h := verifier_event_soundness (compact F) a b sourceGap alice bob simpa only [length_allEvents, compact_clause_count] using h end BinPackingGames.Foundations.PCP.NameCompaction namespace BinPackingGames.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 BinPackingGames.Foundations.PCP.VerifierToCNF namespace BinPackingCompleteness.BinaryFormula open BinPackingGames.Foundations structure Literal where name : Nat positive : Bool deriving DecidableEq def Literal.eval (literal : Literal) (assignment : Nat → Bool) : Bool := if literal.positive then assignment literal.name else !(assignment literal.name) abbrev Clause := Vector Literal 3 def Clause.eval (clause : Clause) (assignment : Nat → Bool) : Bool := (clause[0].eval assignment || clause[1].eval assignment) || clause[2].eval assignment structure Formula where clauses : List Clause def Formula.Satisfiable (F : Formula) : Prop := ∃ assignment : Nat → Bool, ∀ clause ∈ F.clauses, clause.eval assignment = true def clauseNames (c : Clause) : List Nat := [(c)[0].name, (c)[1].name, (c)[2].name] def sourceNames (F : Formula) : List Nat := F.clauses.flatMap clauseNames def activeNames (F : Formula) : List Nat := (sourceNames F).eraseDups theorem literal_mem_active (F : Formula) (c : Clause) (hc : c ∈ F.clauses) (i : Fin 3) : (c)[i].name ∈ activeNames F := by simp only [activeNames, List.mem_eraseDups] apply List.mem_flatMap.mpr refine ⟨c, hc, ?_⟩ have hi : i = 0 ∨ i = 1 ∨ i = 2 := by omega rcases hi with rfl | rfl | rfl <;> simp [clauseNames] def compactIndex (F : Formula) (v : Nat) (hv : v ∈ activeNames F) : Fin (activeNames F).length := ⟨(activeNames F).idxOf v, List.idxOf_lt_length_iff.mpr hv⟩ def decodeName (F : Formula) (v : Fin (activeNames F).length) : Nat := (activeNames F)[v.val] def compactLiteral (F : Formula) (l : Literal) (hl : l.name ∈ activeNames F) : Target.Literal (activeNames F).length := ⟨compactIndex F l.name hl, l.positive⟩ def compactClause (F : Formula) (c : Clause) (hc : c ∈ F.clauses) : Target.Clause (activeNames F).length := #v[compactLiteral F (c)[0] (literal_mem_active F c hc 0), compactLiteral F (c)[1] (literal_mem_active F c hc 1), compactLiteral F (c)[2] (literal_mem_active F c hc 2)] def compactClauses (F : Formula) : List (Target.Clause (activeNames F).length) := F.clauses.attach.map (fun c => compactClause F c.val c.property) def dense (F : Formula) : Target.Formula where «variables» := (activeNames F).length clauses := compactClauses F def restrictAssignment (F : Formula) (A : Nat → Bool) : Fin (activeNames F).length → Bool := fun v => A (decodeName F v) def extendAssignment (F : Formula) (B : Fin (activeNames F).length → Bool) (v : Nat) : Bool := if hv : v ∈ activeNames F then B (compactIndex F v hv) else false @[simp] theorem decode_compactIndex (F : Formula) (v : Nat) (hv : v ∈ activeNames F) : decodeName F (compactIndex F v hv) = v := by exact List.getElem_idxOf (List.idxOf_lt_length_iff.mpr hv) theorem compactIndex_injective (F : Formula) (u v : Nat) (hu : u ∈ activeNames F) (hv : v ∈ activeNames F) (h : compactIndex F u hu = compactIndex F v hv) : u = v := by have decoded := congrArg (decodeName F) h simpa only [decode_compactIndex] using decoded @[simp] theorem compactLiteral_positive (F : Formula) (l : Literal) (hl : l.name ∈ activeNames F) : (compactLiteral F l hl).positive = l.positive := rfl @[simp] theorem eval_compact_restrict (F : Formula) (c : Clause) (hc : c ∈ F.clauses) (A : Nat → Bool) : (compactClause F c hc).eval (restrictAssignment F A) = c.eval A := by simp [compactClause, compactLiteral, Target.Clause.eval, Target.Literal.eval, Clause.eval, Literal.eval, restrictAssignment, decode_compactIndex] @[simp] theorem eval_compact_extend (F : Formula) (c : Clause) (hc : c ∈ F.clauses) (B : Fin (activeNames F).length → Bool) : (compactClause F c hc).eval B = c.eval (extendAssignment F B) := by have h₀ : (c)[0].name ∈ activeNames F := literal_mem_active F c hc 0 have h₁ : (c)[1].name ∈ activeNames F := literal_mem_active F c hc 1 have h₂ : (c)[2].name ∈ activeNames F := literal_mem_active F c hc 2 simp [compactClause, compactLiteral, Target.Clause.eval, Target.Literal.eval, Clause.eval, Literal.eval, extendAssignment, h₀, h₁, h₂] rfl def evaluationList (F : Formula) (A : Nat → Bool) : List Bool := F.clauses.map (fun c => c.eval A) theorem evaluationList_restrict (F : Formula) (A : Nat → Bool) : PCP.NameCompaction.evaluationList (dense F) (restrictAssignment F A) = evaluationList F A := by simp only [PCP.NameCompaction.evaluationList, evaluationList, dense, compactClauses, List.map_map] simpa only [Function.comp_def, eval_compact_restrict] using PCP.NameCompaction.map_attach_val F.clauses (fun c => c.eval A) theorem evaluationList_extend (F : Formula) (B : Fin (dense F).variables → Bool) : PCP.NameCompaction.evaluationList (dense F) B = evaluationList F (extendAssignment F B) := by simp only [PCP.NameCompaction.evaluationList, evaluationList, dense, compactClauses, List.map_map] change F.clauses.attach.map (fun c => (compactClause F c.val c.property).eval B) = _ calc _ = F.clauses.attach.map (fun c => c.val.eval (extendAssignment F B)) := by apply List.map_congr_left intro c _ exact eval_compact_extend F c.val c.property B _ = _ := PCP.NameCompaction.map_attach_val F.clauses (fun c => c.eval (extendAssignment F B)) def failedCount (F : Formula) (A : Nat → Bool) : Nat := (evaluationList F A).count false theorem failedCount_restrict (F : Formula) (A : Nat → Bool) : PCP.NameCompaction.failedCount (dense F) (restrictAssignment F A) = failedCount F A := by simp only [PCP.NameCompaction.failedCount, failedCount, evaluationList_restrict] theorem failedCount_extend (F : Formula) (B : Fin (dense F).variables → Bool) : PCP.NameCompaction.failedCount (dense F) B = failedCount F (extendAssignment F B) := by simp only [PCP.NameCompaction.failedCount, failedCount, evaluationList_extend] theorem clauseNames_flat_length (cs : List Clause) : (cs.flatMap clauseNames).length = 3 * cs.length := by induction cs with | nil => simp | cons c cs ih => simp only [List.flatMap_cons, List.length_append, clauseNames, List.length_cons, List.length_nil, ih] omega @[simp] theorem dense_clause_count (F : Formula) : (dense F).clauses.length = F.clauses.length := by simp [dense, compactClauses] theorem dense_variable_bound (F : Formula) : (dense F).variables ≤ 3 * F.clauses.length := by have h := PCP.NameCompaction.length_eraseDups_le (sourceNames F) simpa only [sourceNames, clauseNames_flat_length, dense, activeNames] using h theorem dense_completeness (F : Formula) (hs : F.Satisfiable) : (dense F).Satisfiable := by rcases hs with ⟨A, hA⟩ refine ⟨restrictAssignment F A, ?_⟩ intro d hd change d ∈ F.clauses.attach.map (fun c => compactClause F c.val c.property) at hd rcases List.mem_map.mp hd with ⟨c, _, rfl⟩ exact (eval_compact_restrict F c.val c.property A).trans (hA c.val c.property) theorem dense_reflects (F : Formula) (hs : (dense F).Satisfiable) : F.Satisfiable := by rcases hs with ⟨B, hB⟩ refine ⟨extendAssignment F B, ?_⟩ intro c hc have hm : compactClause F c hc ∈ (dense F).clauses := by change _ ∈ F.clauses.attach.map (fun d => compactClause F d.val d.property) exact List.mem_map.mpr ⟨⟨c, hc⟩, by simp, rfl⟩ rw [← eval_compact_extend F c hc B] exact hB _ hm theorem dense_satisfiable_iff (F : Formula) : (dense F).Satisfiable ↔ F.Satisfiable := ⟨dense_reflects F, dense_completeness F⟩ theorem dense_preserves_gap (F : Formula) (a b : Nat) (gap : ∀ A, a * F.clauses.length ≤ b * failedCount F A) (B : Fin (dense F).variables → Bool) : a * (dense F).clauses.length ≤ b * PCP.NameCompaction.failedCount (dense F) B := by rw [dense_clause_count, failedCount_extend] exact gap (extendAssignment F B) theorem dense_encoding_bound (F : Formula) : (Complexity.formulaBits (dense F)).length ≤ 9 * F.clauses.length * F.clauses.length + 10 * F.clauses.length + 2 := by have enc := Complexity.formulaBits_length_le (dense F) rw [dense_clause_count] at enc have active := dense_variable_bound F have h₁ := Nat.add_le_add_right active (F.clauses.length + 2) have h₂ := Nat.mul_le_mul_left F.clauses.length (Nat.mul_le_mul_left 3 (Nat.add_le_add_right active 2)) have total := Nat.add_le_add h₁ h₂ have polynomial : 3 * F.clauses.length + (F.clauses.length + 2) + F.clauses.length * (3 * (3 * F.clauses.length + 2)) = 9 * F.clauses.length * F.clauses.length + 10 * F.clauses.length + 2 := by ring rw [polynomial] at total omega end BinPackingCompleteness.BinaryFormula end OAI