import Mathlib import OAI.Computability.MinUncut.Encoding.FormulaEncoding namespace OAI section namespace MinUncutGames.BinaryFormula open MinUncutGames.Foundations 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 MinUncutGames.BinaryFormula end section namespace MinUncutGames.BinaryEncoding open BinaryFormula def bitsValue : List Bool → Nat | [] => 0 | b :: bits => Nat.bit b (bitsValue bits) @[simp] theorem bitsValue_bits (n : Nat) : bitsValue n.bits = n := by induction n using Nat.binaryRec' with | zero => simp [bitsValue] | bit b n hn ih => rw [Nat.bits_append_bit n b hn] simp only [bitsValue, ih] def parseFrame : List Bool → Option (List Bool × List Bool) | false :: rest => some ([], rest) | true :: b :: rest => do let (bits, trailing) ← parseFrame rest return (b :: bits, trailing) | _ => none @[simp] theorem parseFrame_encoded (bits trailing : List Bool) : parseFrame (frame bits ++ trailing) = some (bits, trailing) := by induction bits with | nil => rfl | cons b bits ih => simp [frame, parseFrame, ih] @[simp] theorem frame_length (bits : List Bool) : (frame bits).length = 2 * bits.length + 1 := by induction bits with | nil => rfl | cons b bits ih => simp [frame, ih]; omega def parseName (input : List Bool) : Option (Nat × List Bool) := do let (digits, rest) ← parseFrame input let name := bitsValue digits if digits = name.bits then some (name, rest) else none @[simp] theorem parseName_encoded (name : Nat) (rest : List Bool) : parseName (nameBits name ++ rest) = some (name, rest) := by simp [parseName, nameBits] @[simp] theorem nameBits_length (name : Nat) : (nameBits name).length = 2 * name.size + 1 := by simp [nameBits, Nat.size_eq_bits_len] theorem nameBits_length_le_of_lt_pow (name width : Nat) (bound : name < 2 ^ width) : (nameBits name).length ≤ 2 * width + 1 := by rw [nameBits_length] have h := Nat.size_le.mpr bound omega def parseLiteral : List Bool → Option (Literal × List Bool) | sign :: input => do let (name, rest) ← parseName input return (⟨name, sign⟩, rest) | [] => none @[simp] theorem parseLiteral_encoded (literal : Literal) (rest : List Bool) : parseLiteral (literalBits literal ++ rest) = some (literal, rest) := by cases literal with | mk name sign => simp [literalBits, parseLiteral] @[simp] theorem literalBits_length (literal : Literal) : (literalBits literal).length = 2 * literal.name.size + 2 := by simp [literalBits] def parseClause (input : List Bool) : Option (Clause × List Bool) := do let (a, input) ← parseLiteral input let (b, input) ← parseLiteral input let (c, rest) ← parseLiteral input return (#v[a, b, c], rest) theorem clause_three_entries (clause : Clause) : #v[clause[0], clause[1], clause[2]] = clause := by apply Vector.ext intro i hi have cases_i : i = 0 ∨ i = 1 ∨ i = 2 := by omega rcases cases_i with rfl | rfl | rfl <;> rfl @[simp] theorem parseClause_encoded (clause : Clause) (rest : List Bool) : parseClause (clauseBits clause ++ rest) = some (clause, rest) := by simp [clauseBits, List.append_assoc, parseClause, clause_three_entries] def clauseNameSize (clause : Clause) : Nat := ((clauseNames clause).map Nat.size).sum @[simp] theorem clauseBits_length (clause : Clause) : (clauseBits clause).length = 2 * clauseNameSize clause + 6 := by simp [clauseBits, clauseNameSize, clauseNames] omega def namesBitSize (clauses : List Clause) : Nat := ((clauses.flatMap clauseNames).map Nat.size).sum @[simp] theorem namesBitSize_nil : namesBitSize [] = 0 := rfl @[simp] theorem namesBitSize_cons (clause : Clause) (clauses : List Clause) : namesBitSize (clause :: clauses) = clauseNameSize clause + namesBitSize clauses := by simp [namesBitSize, clauseNameSize] theorem clausesBits_length (clauses : List Clause) : (clausesBits clauses).length = 7 * clauses.length + 2 * namesBitSize clauses + 1 := by induction clauses with | nil => rfl | cons clause clauses ih => simp only [clausesBits, List.length_cons, List.length_append, clauseBits_length, namesBitSize_cons, ih] omega theorem formulaBits_length (formula : Formula) : (formulaBits formula).length = 7 * formula.clauses.length + 2 * namesBitSize formula.clauses + 1 := clausesBits_length formula.clauses theorem clauses_length_lt_bits (clauses : List Clause) : clauses.length < (clausesBits clauses).length := by rw [clausesBits_length] omega def ordinarySize (formula : Formula) : Nat := 3 * formula.clauses.length + namesBitSize formula.clauses + 1 theorem ordinarySize_le_bits (formula : Formula) : ordinarySize formula ≤ (formulaBits formula).length := by rw [formulaBits_length] unfold ordinarySize omega theorem bits_le_three_ordinarySize (formula : Formula) : (formulaBits formula).length ≤ 3 * ordinarySize formula := by rw [formulaBits_length] unfold ordinarySize omega def parseClauses : Nat → List Bool → Option (List Clause × List Bool) | 0, _ => none | _ + 1, false :: rest => some ([], rest) | fuel + 1, true :: input => do let (clause, input) ← parseClause input let (clauses, rest) ← parseClauses fuel input return (clause :: clauses, rest) | _ + 1, [] => none @[simp] theorem parseClauses_encoded (clauses : List Clause) (rest : List Bool) (fuel : Nat) (enough : clauses.length < fuel) : parseClauses fuel (clausesBits clauses ++ rest) = some (clauses, rest) := by induction clauses generalizing fuel with | nil => cases fuel with | zero => omega | succ fuel => simp [clausesBits, parseClauses] | cons clause clauses ih => cases fuel with | zero => omega | succ fuel => have hrest : clauses.length < fuel := by simp only [List.length_cons] at enough; omega simp [clausesBits, parseClauses, List.append_assoc, ih fuel hrest] def decodeFormula (input : List Bool) : Option Formula := do let (clauses, rest) ← parseClauses (input.length + 1) input if rest = [] then some ⟨clauses⟩ else none @[simp] theorem decodeFormula_encoded (formula : Formula) : decodeFormula (formulaBits formula) = some formula := by cases formula with | mk clauses => have hlen := clauses_length_lt_bits clauses have parsed := parseClauses_encoded clauses [] ((clausesBits clauses).length + 1) (by omega) simp only [List.append_nil] at parsed simp [formulaBits, decodeFormula, parsed] theorem formulaBits_injective {first second : Formula} (same : formulaBits first = formulaBits second) : first = second := by have parsed := congrArg decodeFormula same simpa only [decodeFormula_encoded, Option.some.injEq] using parsed theorem dense_encoding_bound (formula : Formula) : (MinUncutGames.Foundations.Complexity.formulaBits (dense formula)).length ≤ 9 * (formulaBits formula).length * (formulaBits formula).length + 10 * (formulaBits formula).length + 2 := by have h := BinaryFormula.dense_encoding_bound formula have hm : formula.clauses.length ≤ (formulaBits formula).length := (clauses_length_lt_bits formula.clauses).le have hsq := Nat.mul_self_le_mul_self hm nlinarith end MinUncutGames.BinaryEncoding end end OAI