import Mathlib.Data.List.Basic import OAI.Computability.BinPacking.CookLevin.VerifierCircuit import OAI.Computability.BinPacking.Reductions.BinaryHeaderMachine import OAI.Computability.BinPacking.Reductions.BinaryRenameLoop import OAI.Computability.BinPacking.Reductions.BinaryTotalInputMachine namespace OAI namespace BinPackingCompleteness.BinaryRenameMachine open Turing BinPackingGames.Foundations open Complexity Complexity.MachineComposition open BinPackingGames.Reduction.MachineTransfer abbrev Tape := Fin 12 abbrev Alphabet (_ : Tape) := Bool abbrev State := BinaryRenameLoop.State Unit inductive Label | copyOut | copyBack | loop (label : BinaryRenameLoop.Label) | restore | clauseStart | clauseLoop | variableStart | variableLoop | cleanup | reject deriving DecidableEq, Fintype def loopTapes : Fin 11 → Tape := Fin.castSucc theorem loopTapes_injective : Function.Injective loopTapes := by intro i j h apply Fin.ext exact congrArg (fun k : Tape => k.val) h def program : Label → TM2.Stmt Alphabet Label State | .copyOut => loopAt 1 6 id false .copyOut (some .copyBack) | .copyBack => MachineCopy.forkLoop 6 1 0 false .copyBack (some (.loop .entry)) | .loop label => BinaryRenameLoop.instruction loopTapes Label.loop (some .restore) (some .reject) label | .restore => loopAt 8 11 id false .restore (some .clauseStart) | .clauseStart => BinaryHeaderMachine.delimiter 11 .clauseLoop | .clauseLoop => loopAt 10 11 id false .clauseLoop (some .variableStart) | .variableStart => BinaryHeaderMachine.delimiter 11 .variableLoop | .variableLoop => loopAt 9 11 id false .variableLoop (some .cleanup) | .cleanup => MachineDrain.drain 1 .cleanup none | .reject => .halt abbrev machine : FinTM2 where K := Tape k₀ := 1 k₁ := 11 Γ := Alphabet Λ := Label main := .copyOut σ := State initialState := BinaryRenameLoop.clean () 0 m := program def tapes (permanent cursor reversed variableCounter clauseCounter output : List Bool) : Tape → List Bool := fun k => if k = 0 then cursor else if k = 1 then permanent else if k = 8 then reversed else if k = 9 then variableCounter else if k = 10 then clauseCounter else if k = 11 then output else [] def cfg (label : Option Label) (permanent cursor reversed variableCounter clauseCounter output : List Bool) : machine.Cfg := ⟨label, BinaryRenameLoop.clean () 0, tapes permanent cursor reversed variableCounter clauseCounter output⟩ theorem initList_eq (input : List Bool) : initList machine input = cfg (some .copyOut) input [] [] [] [] [] := by unfold initList cfg congr 1 funext k fin_cases k <;> simp [tapes, machine] theorem haltList_eq (output : List Bool) : haltList machine output = cfg none [] [] [] [] [] output := by unfold haltList cfg congr 1 funext k fin_cases k <;> simp [tapes, machine] theorem copyTrace (input : List Bool) : (advance machine.step)^[2 * (input.length + 1)] (some (cfg (some .copyOut) input [] [] [] [] [])) = some (cfg (some (.loop .entry)) input input [] [] [] []) := by have updated : Function.update (tapes input [] [] [] [] []) 0 input = tapes input input [] [] [] [] := by funext k fin_cases k <;> simp [tapes] have h := MachineCopy.copyTrace (1 : Tape) 0 6 (by decide) (by decide) (by decide) false .copyOut .copyBack (some (.loop .entry)) program rfl rfl (tapes input [] [] [] [] []) (by simp [tapes]) (BinaryRenameLoop.clean () 0).1 none have first : tapes input [] [] [] [] [] 1 = input := rfl have second : tapes input [] [] [] [] [] 0 = [] := rfl rw [first, second, List.append_nil, updated] at h exact h theorem restoreTrace (input body variableCounter clauseCounter : List Bool) : (advance machine.step)^[body.length + 1] (some (cfg (some .restore) input [] body.reverse variableCounter clauseCounter [])) = some (cfg (some .clauseStart) input [] [] variableCounter clauseCounter body) := by change (nextAt (11 : Tape) program)^[body.length + 1] (some (cfg (some .restore) input [] body.reverse variableCounter clauseCounter [])) = _ have updated : tapesAt (8 : Tape) 11 (tapes input [] body.reverse variableCounter clauseCounter []) [] body = tapes input [] [] variableCounter clauseCounter body := by funext k fin_cases k <;> simp [tapesAt, tapes] have h := transferAt_fromTapes (Γ := Alphabet) (8 : Tape) 11 (by decide) id false .restore (some .clauseStart) program rfl (tapes input [] body.reverse variableCounter clauseCounter []) (BinaryRenameLoop.clean () 0).1 none have source : tapes input [] body.reverse variableCounter clauseCounter [] 8 = body.reverse := rfl have output : tapes input [] body.reverse variableCounter clauseCounter [] 11 = [] := rfl rw [source, output, List.length_reverse, List.reverse_reverse, List.map_id_fun, List.append_nil, id_eq, updated] at h exact h theorem headerTrace (input body : List Bool) (n m : Nat) : (advance machine.step)^[n + m + 4] (some (cfg (some .clauseStart) input [] [] (List.replicate n true) (List.replicate m true) body)) = some (cfg (some .cleanup) input [] [] [] [] (encodeWord n ++ encodeWord m ++ body)) := by change (advance (TM2.step program))^[n + m + 4] (some ⟨some .clauseStart, ((BinaryRenameLoop.clean () 0).1, none), tapes input [] [] (List.replicate n true) (List.replicate m true) body⟩) = some ⟨some .cleanup, ((BinaryRenameLoop.clean () 0).1, none), tapes input [] [] [] [] (encodeWord n ++ encodeWord m ++ body)⟩ have updated (variableWord clauses output : List Bool) : BinaryHeaderMachine.tapes (9 : Tape) 10 11 (tapes input [] [] [] [] []) variableWord clauses output = tapes input [] [] variableWord clauses output := by funext k fin_cases k <;> simp [BinaryHeaderMachine.tapes, tapes] have h := BinaryHeaderMachine.headerTrace (9 : Tape) 10 11 (by decide) (by decide) (by decide) .clauseStart .clauseLoop .variableStart .variableLoop (some .cleanup) program rfl rfl rfl rfl (tapes input [] [] [] [] []) (BinaryRenameLoop.clean () 0).1 n m body none simp only [updated] at h exact h theorem cleanupTrace (input output : List Bool) : (advance machine.step)^[input.length + 1] (some (cfg (some .cleanup) input [] [] [] [] output)) = some (cfg none [] [] [] [] [] output) := by change (advance (TM2.step program))^[input.length + 1] (some ⟨some .cleanup, ((BinaryRenameLoop.clean () 0).1, none), tapes input [] [] [] [] output⟩) = some ⟨none, ((BinaryRenameLoop.clean () 0).1, none), tapes [] [] [] [] [] output⟩ have updated (word : List Bool) : Function.update (tapes [] [] [] [] [] output) 1 word = tapes word [] [] [] [] output := by funext k fin_cases k <;> simp [tapes] have h := MachineDrain.drainTrace (1 : Tape) .cleanup none program rfl (tapes [] [] [] [] [] output) input (BinaryRenameLoop.clean () 0).1 none simp only [updated] at h exact h theorem outputBody_eq (formula : BinaryFormula.Formula) : BinaryRenameLoop.outputBody (BinaryRenameWords.tokens formula.clauses) (BinaryRenameWords.tokens formula.clauses) = BinaryRenameWords.body formula := by change ((BinaryRenameWords.literals formula.clauses).map BinaryRenameWords.token).flatMap (fun t => BinaryLiteralMachine.outputWord (BinaryRenameWords.tokens formula.clauses) t.2 t.1) = (BinaryRenameWords.literals formula.clauses).flatMap (BinaryRenameWords.outputLiteral (BinaryFormula.sourceNames formula)) rw [List.flatMap_map] apply List.flatMap_congr intro literal _ simp only [BinaryRenameWords.token, BinaryLiteralMachine.outputWord, BinaryLiteralMachine.index, BinaryLiteralMachine.signWord, BinaryRenameWords.payload_index, BinaryRenameWords.outputLiteral] rfl theorem loopTrace (formula : BinaryFormula.Formula) : (advance machine.step)^[BinaryRenameLoop.steps (BinaryRenameWords.tokens formula.clauses) (BinaryRenameWords.tokens formula.clauses)] (some (cfg (some (.loop .entry)) (BinaryTokenMachine.tokens formula.clauses) (BinaryTokenMachine.tokens formula.clauses) [] [] [] [])) = some (cfg (some .restore) (BinaryTokenMachine.tokens formula.clauses) [] (BinaryRenameWords.body formula).reverse (List.replicate (3 * formula.clauses.length) true) (List.replicate formula.clauses.length true) []) := by change (advance (TM2.step program))^[BinaryRenameLoop.steps (BinaryRenameWords.tokens formula.clauses) (BinaryRenameWords.tokens formula.clauses)] (some ⟨some (.loop .entry), BinaryRenameLoop.clean () 0, tapes (BinaryTokenMachine.tokens formula.clauses) (BinaryTokenMachine.tokens formula.clauses) [] [] [] []⟩) = some ⟨some .restore, BinaryRenameLoop.clean () 0, tapes (BinaryTokenMachine.tokens formula.clauses) [] (BinaryRenameWords.body formula).reverse (List.replicate (3 * formula.clauses.length) true) (List.replicate formula.clauses.length true) []⟩ let input := BinaryTokenMachine.tokens formula.clauses have updated (cursor output variableWord clauseWord : List Bool) : BinaryRenameLoop.loopTapes loopTapes (tapes input [] [] [] [] []) cursor output variableWord clauseWord = tapes input cursor output variableWord clauseWord [] := by funext k fin_cases k <;> simp [BinaryRenameLoop.loopTapes, loopTapes, tapes] have scratch (i : Fin 11) (lo : 2 ≤ i.val) (hi : i.val ≤ 7) : tapes input [] [] [] [] [] (loopTapes i) = [] := by have n0 : loopTapes i ≠ 0 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega have n1 : loopTapes i ≠ 1 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega have n8 : loopTapes i ≠ 8 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega have n9 : loopTapes i ≠ 9 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega have n10 : loopTapes i ≠ 10 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega have n11 : loopTapes i ≠ 11 := by intro h; have := congrArg Fin.val h; simp [loopTapes] at this; omega simp [tapes, n0, n1, n8, n9, n10, n11] have run := BinaryRenameLoop.triplesTrace loopTapes loopTapes_injective Label.loop (some .restore) (some .reject) program (fun _ => rfl) (tapes input [] [] [] [] []) () (BinaryRenameWords.tokens formula.clauses) (BinaryRenameWords.tokens formula.clauses) formula.clauses.length (BinaryRenameWords.tokens_length formula.clauses) [] [] [] (BinaryRenameWords.tokens_canonical formula.clauses) (fun _ h => h) (by change input = _; rw [BinaryRenameWords.tokens_stream]) scratch simp only [updated, BinaryRenameWords.tokens_stream, outputBody_eq, List.append_nil, input] at run exact run private theorem joinTrace {X : Type*} {f : X → X} {a b c : X} {n m : Nat} (first : f^[n] a = b) (second : f^[m] b = c) : f^[n + m] a = c := by rw [Nat.add_comm, Function.iterate_add_apply, first, second] def steps (formula : BinaryFormula.Formula) : Nat := 2 * ((BinaryTokenMachine.tokens formula.clauses).length + 1) + BinaryRenameLoop.steps (BinaryRenameWords.tokens formula.clauses) (BinaryRenameWords.tokens formula.clauses) + ((BinaryRenameWords.body formula).length + 1) + (4 * formula.clauses.length + 4) + ((BinaryTokenMachine.tokens formula.clauses).length + 1) theorem renameTrace (formula : BinaryFormula.Formula) : (advance machine.step)^[steps formula] (some (initList machine (BinaryTokenMachine.tokens formula.clauses))) = some (haltList machine (formulaBits (BinaryOccurrenceRename.renamed formula))) := by have first := copyTrace (BinaryTokenMachine.tokens formula.clauses) have second := loopTrace formula have third := restoreTrace (BinaryTokenMachine.tokens formula.clauses) (BinaryRenameWords.body formula) (List.replicate (3 * formula.clauses.length) true) (List.replicate formula.clauses.length true) have fourth := headerTrace (BinaryTokenMachine.tokens formula.clauses) (BinaryRenameWords.body formula) (3 * formula.clauses.length) formula.clauses.length have fifth := cleanupTrace (BinaryTokenMachine.tokens formula.clauses) (encodeWord (3 * formula.clauses.length) ++ encodeWord formula.clauses.length ++ BinaryRenameWords.body formula) have full := joinTrace (joinTrace (joinTrace (joinTrace first second) third) fourth) fifth have count : 3 * formula.clauses.length + formula.clauses.length + 4 = 4 * formula.clauses.length + 4 := by omega simpa only [steps, initList_eq, haltList_eq, BinaryRenameWords.encoded_renamed, count] using full theorem clause_count_le_stream (formula : BinaryFormula.Formula) : formula.clauses.length ≤ (BinaryTokenMachine.tokens formula.clauses).length := by rw [BinaryTokenMachine.tokens_length] omega theorem body_length_le (formula : BinaryFormula.Formula) : (BinaryRenameWords.body formula).length ≤ 9 * (BinaryTokenMachine.tokens formula.clauses).length ^ 2 + 10 * (BinaryTokenMachine.tokens formula.clauses).length + 2 := by have initial := BinaryOccurrenceRename.renamed_encoding_bound formula rw [BinaryRenameWords.encoded_renamed] at initial simp only [List.length_append] at initial have count := clause_count_le_stream formula have square := Nat.mul_self_le_mul_self count nlinarith noncomputable def timePolynomial : Polynomial Nat := Polynomial.C 12 * Polynomial.X ^ 3 + Polynomial.C 35 * Polynomial.X ^ 2 + Polynomial.C 28 * Polynomial.X + Polynomial.C 11 theorem steps_le (formula : BinaryFormula.Formula) : steps formula ≤ timePolynomial.eval (BinaryTokenMachine.tokens formula.clauses).length := by have loopBound := BinaryRenameLoop.steps_le (BinaryRenameWords.tokens formula.clauses) (BinaryRenameWords.tokens formula.clauses) (fun _ h => h) rw [BinaryRenameWords.tokens_stream, BinaryRenameWords.tokens_length] at loopBound have literalCount : 3 * formula.clauses.length ≤ (BinaryTokenMachine.tokens formula.clauses).length := by rw [BinaryTokenMachine.tokens_length] omega have product := Nat.mul_le_mul_left (BinaryRenameLoop.perLiteralBound (BinaryTokenMachine.tokens formula.clauses).length) literalCount have output := body_length_le formula have count := clause_count_le_stream formula simp only [timePolynomial, Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_pow, Polynomial.eval_C, Polynomial.eval_X] unfold steps BinaryRenameLoop.perLiteralBound at * nlinarith def outputsInTime (formula : BinaryFormula.Formula) : TM2OutputsInTime machine (BinaryTokenMachine.tokens formula.clauses) (some (formulaBits (BinaryOccurrenceRename.renamed formula))) (timePolynomial.eval (BinaryTokenMachine.tokens formula.clauses).length) where steps := steps formula evals_in_steps := renameTrace formula steps_le_m := steps_le formula noncomputable def tokenComputation : TM2ComputableInPolyTime (fun formula : BinaryFormula.Formula => BinaryTokenMachine.tokens formula.clauses) formulaBits BinaryOccurrenceRename.renamed where tm := machine inputAlphabet := Equiv.refl Bool outputAlphabet := Equiv.refl Bool time := timePolynomial outputsFun formula := by change TM2OutputsInTime machine ((BinaryTokenMachine.tokens formula.clauses).map id) (some ((formulaBits (BinaryOccurrenceRename.renamed formula)).map id)) (timePolynomial.eval (BinaryTokenMachine.tokens formula.clauses).length) simpa only [List.map_id_fun, id_eq] using outputsInTime formula noncomputable def preprocessing : TM2ComputableInPolyTime BinaryEncoding.formulaBits (fun formula : BinaryFormula.Formula => BinaryTokenMachine.tokens formula.clauses) (id : BinaryFormula.Formula → BinaryFormula.Formula) where tm := BinaryTokenMachine.computableInPolyTime.tm inputAlphabet := BinaryTokenMachine.computableInPolyTime.inputAlphabet outputAlphabet := BinaryTokenMachine.computableInPolyTime.outputAlphabet time := BinaryTokenMachine.computableInPolyTime.time outputsFun := BinaryTokenMachine.computableInPolyTime.outputsFun noncomputable def computableInPolyTime : TM2ComputableInPolyTime BinaryEncoding.formulaBits formulaBits BinaryOccurrenceRename.renamed := MachineSequential.composeBits preprocessing tokenComputation theorem machine_finiteAlphabet (k : machine.K) : Finite (machine.Γ k) := by change Finite Bool infer_instance theorem computation_finiteAlphabet : MachineFiniteAlphabet.FiniteAlphabet computableInPolyTime.tm := MachineFiniteAlphabet.composeBits preprocessing tokenComputation BinaryTokenMachine.machine_finiteAlphabet machine_finiteAlphabet end BinPackingCompleteness.BinaryRenameMachine namespace BinPackingCompleteness.BinaryInputReduction open Turing BinPackingGames.Foundations.Complexity noncomputable def computation : TM2ComputableInPolyTime (id : List Bool → List Bool) formulaBits BinaryLanguage.totalRename := by change TM2ComputableInPolyTime (id : List Bool → List Bool) formulaBits (fun input => BinaryOccurrenceRename.renamed (BinaryLanguage.totalParsed input)) exact MachineSequential.composeBits BinaryTotalInputMachine.computableInPolyTime BinaryRenameMachine.computableInPolyTime theorem computation_finiteAlphabet : MachineFiniteAlphabet.FiniteAlphabet computation.tm := MachineFiniteAlphabet.composeBits BinaryTotalInputMachine.computableInPolyTime BinaryRenameMachine.computableInPolyTime BinaryTotalInputMachine.computation_finiteAlphabet BinaryRenameMachine.computation_finiteAlphabet noncomputable def reduction : CookLevin.PolynomialThreeSATReduction BinaryLanguage.language where reduce := BinaryLanguage.totalRename computation := computation correct input := (BinaryLanguage.totalRename_satisfiable_iff input).symm theorem reduction_finiteAlphabet : MachineFiniteAlphabet.FiniteAlphabet reduction.computation.tm := computation_finiteAlphabet end BinPackingCompleteness.BinaryInputReduction end OAI