openAI-math-dataset / lean /OAI /Computability /UniqueGames /Machines /MachineBinaryTokenMachine.lean
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| import Mathlib.Tactic.DeriveFintype | |
| import OAI.Computability.UniqueGames.Machines.MachineBinaryFormulaLemmas | |
| import OAI.Computability.UniqueGames.Machines.MachineCompositionLemmas | |
| import OAI.Computability.UniqueGames.Reduction.MachineTransfer | |
| namespace OAI | |
| /-! | |
| An actual finite Boolean-stack machine which removes formula/clause markers | |
| from valid ordinary-binary 3CNF encodings. Literal signs and every bit of each | |
| framed binary name survive in their original occurrence order. The first pass | |
| accumulates the output in reverse; the checked transfer routine restores order. | |
| The machine is specified on the semantic encoded-input domain. It does not | |
| claim to reject every malformed or noncanonical input. In particular, the | |
| name-copying loop does not check canonicality: valid input already supplies it. | |
| All transitions inspect only finite control and one popped bit. No branch or | |
| load computes a whole-list function or converts a binary name to unary. | |
| -/ | |
| namespace UniqueGamesTheorem.BinaryTokenMachine | |
| open Turing | |
| open UniqueGamesTheorem.Foundations.Complexity | |
| open MachineComposition | |
| open UniqueGamesTheorem.Reduction.MachineTransfer | |
| open BinaryFormula BinaryEncoding | |
| abbrev Tape := Fin 3 | |
| abbrev Alphabet (_ : Tape) := Bool | |
| abbrev State := Unit × Option Bool | |
| inductive Label where | |
| | clause | |
| | sign (slot : Fin 3) | |
| | name (slot : Fin 3) | |
| | restore | |
| | accept | |
| | reject | |
| deriving DecidableEq, Fintype | |
| def afterName (slot : Fin 3) : Label := | |
| if slot = 0 then .sign 1 else if slot = 1 then .sign 2 else .clause | |
| @[simp] theorem afterName_zero : afterName 0 = .sign 1 := rfl | |
| @[simp] theorem afterName_one : afterName 1 = .sign 2 := rfl | |
| @[simp] theorem afterName_two : afterName 2 = .clause := rfl | |
| def jump (label : Label) : TM2.Stmt Alphabet Label State := | |
| .load (fun _ => ((), none)) (.goto fun _ => label) | |
| /-- Discard a clause marker, or finish at the final formula terminator. -/ | |
| def clauseInstruction : TM2.Stmt Alphabet Label State := | |
| .pop 0 (fun state head => (state.1, head)) | |
| (.branch (fun state => state.2.isNone) | |
| (jump .reject) | |
| (.branch (fun state => state.2.getD false) | |
| (jump (.sign 0)) (jump .restore))) | |
| def signInstruction (slot : Fin 3) : TM2.Stmt Alphabet Label State := | |
| .pop 0 (fun state head => (state.1, head)) | |
| (.branch (fun state => state.2.isSome) | |
| (.push 1 (fun state => state.2.getD false) (jump (.name slot))) | |
| (jump .reject)) | |
| /-- Copy both symbols of a payload pair, or copy the name terminator. -/ | |
| def nameInstruction (slot : Fin 3) : TM2.Stmt Alphabet Label State := | |
| .pop 0 (fun state head => (state.1, head)) | |
| (.branch (fun state => state.2.isNone) | |
| (jump .reject) | |
| (.branch (fun state => state.2.getD false) | |
| (.push 1 (fun _ => true) | |
| (.pop 0 (fun state head => (state.1, head)) | |
| (.branch (fun state => state.2.isSome) | |
| (.push 1 (fun state => state.2.getD false) (jump (.name slot))) | |
| (jump .reject)))) | |
| (.push 1 (fun _ => false) (jump (afterName slot))))) | |
| def program : Label → TM2.Stmt Alphabet Label State | |
| | .clause => clauseInstruction | |
| | .sign slot => signInstruction slot | |
| | .name slot => nameInstruction slot | |
| | .restore => loopAt 1 2 id false .restore (some .accept) | |
| | .accept => .halt | |
| | .reject => .halt | |
| abbrev machine : FinTM2 where | |
| K := Tape | |
| k₀ := 0 | |
| k₁ := 2 | |
| Γ := Alphabet | |
| Λ := Label | |
| main := .clause | |
| σ := State | |
| initialState := ((), none) | |
| m := program | |
| def tapes (input reversed output : List Bool) : Tape → List Bool := | |
| fun k => if k = 0 then input else if k = 1 then reversed else output | |
| def cfg (label : Option Label) (input reversed output : List Bool) | |
| (register : Option Bool := none) : machine.Cfg := | |
| ⟨label, ((), register), tapes input reversed output⟩ | |
| @[simp] private theorem tapes_zero (input reversed output : List Bool) : | |
| tapes input reversed output 0 = input := rfl | |
| @[simp] private theorem tapes_one (input reversed output : List Bool) : | |
| tapes input reversed output 1 = reversed := rfl | |
| @[simp] private theorem tapes_two (input reversed output : List Bool) : | |
| tapes input reversed output 2 = output := rfl | |
| private theorem update_zero (input reversed output replacement : List Bool) : | |
| Function.update (tapes input reversed output) 0 replacement = | |
| tapes replacement reversed output := by | |
| funext k | |
| fin_cases k <;> simp [tapes] | |
| private theorem update_one (input reversed output replacement : List Bool) : | |
| Function.update (tapes input reversed output) 1 replacement = | |
| tapes input replacement output := by | |
| funext k | |
| fin_cases k <;> simp [tapes] | |
| theorem clauseStep (input reversed output : List Bool) (register : Option Bool) : | |
| machine.step (cfg (some .clause) (true :: input) reversed output register) = | |
| some (cfg (some (.sign 0)) input reversed output) := by | |
| change some (TM2.stepAux (program .clause) _ _) = _ | |
| simp [program, clauseInstruction, jump, cfg, TM2.stepAux, update_zero] | |
| rfl | |
| theorem finalStep (input reversed output : List Bool) (register : Option Bool) : | |
| machine.step (cfg (some .clause) (false :: input) reversed output register) = | |
| some (cfg (some .restore) input reversed output) := by | |
| change some (TM2.stepAux (program .clause) _ _) = _ | |
| simp [program, clauseInstruction, jump, cfg, TM2.stepAux, update_zero] | |
| rfl | |
| theorem signStep (slot : Fin 3) (bit : Bool) (input reversed output : List Bool) | |
| (register : Option Bool) : | |
| machine.step (cfg (some (.sign slot)) (bit :: input) reversed output register) = | |
| some (cfg (some (.name slot)) input (bit :: reversed) output) := by | |
| change some (TM2.stepAux (program (.sign slot)) _ _) = _ | |
| simp [program, signInstruction, jump, cfg, TM2.stepAux, update_zero, update_one] | |
| rfl | |
| theorem nameEndStep (slot : Fin 3) (input reversed output : List Bool) | |
| (register : Option Bool) : | |
| machine.step (cfg (some (.name slot)) (false :: input) reversed output register) = | |
| some (cfg (some (afterName slot)) input (false :: reversed) output) := by | |
| change some (TM2.stepAux (program (.name slot)) _ _) = _ | |
| simp [program, nameInstruction, jump, cfg, TM2.stepAux, update_zero, update_one] | |
| rfl | |
| theorem nameDigitStep (slot : Fin 3) (bit : Bool) (input reversed output : List Bool) | |
| (register : Option Bool) : | |
| machine.step | |
| (cfg (some (.name slot)) (true :: bit :: input) reversed output register) = | |
| some (cfg (some (.name slot)) input (bit :: true :: reversed) output) := by | |
| change some (TM2.stepAux (program (.name slot)) _ _) = _ | |
| simp [program, nameInstruction, jump, cfg, TM2.stepAux, update_zero, update_one] | |
| rfl | |
| theorem nameTrace (slot : Fin 3) (bits suffix reversed output : List Bool) | |
| (register : Option Bool) : | |
| (advance machine.step)^[bits.length + 1] | |
| (some (cfg (some (.name slot)) (frame bits ++ suffix) reversed output register)) = | |
| some (cfg (some (afterName slot)) suffix ((frame bits).reverse ++ reversed) output) := by | |
| induction bits generalizing reversed register with | |
| | nil => | |
| simpa only [List.length_nil, Nat.zero_add, Function.iterate_one, advance_some, | |
| frame, List.singleton_append, List.reverse_singleton] using | |
| nameEndStep slot suffix reversed output register | |
| | cons bit bits ih => | |
| rw [List.length_cons, Function.iterate_succ_apply] | |
| simp only [frame, List.cons_append, advance_some] | |
| rw [nameDigitStep, ih] | |
| simp only [List.reverse_cons, List.append_assoc, | |
| List.cons_append, List.nil_append] | |
| theorem literalTrace (slot : Fin 3) (literal : Literal) | |
| (suffix reversed output : List Bool) (register : Option Bool) : | |
| (advance machine.step)^[literal.name.size + 2] | |
| (some (cfg (some (.sign slot)) (literalBits literal ++ suffix) reversed output register)) = | |
| some (cfg (some (afterName slot)) suffix | |
| ((literalBits literal).reverse ++ reversed) output) := by | |
| rw [show literal.name.size + 2 = (literal.name.bits.length + 1) + 1 by | |
| rw [Nat.size_eq_bits_len]] | |
| rw [Function.iterate_succ_apply] | |
| simp only [literalBits, List.cons_append, advance_some] | |
| rw [signStep] | |
| change (advance machine.step)^[literal.name.bits.length + 1] | |
| (some (cfg (some (.name slot)) (frame literal.name.bits ++ suffix) | |
| (literal.positive :: reversed) output)) = _ | |
| rw [nameTrace] | |
| simp only [nameBits, List.reverse_cons, List.append_assoc, List.singleton_append] | |
| 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] | |
| /-- Three literal subroutines return to the next clause boundary. -/ | |
| theorem clauseTrace (clause : Clause) (suffix reversed output : List Bool) | |
| (register : Option Bool) : | |
| (advance machine.step)^[clauseNameSize clause + 6] | |
| (some (cfg (some (.sign 0)) (clauseBits clause ++ suffix) reversed output register)) = | |
| some (cfg (some .clause) suffix ((clauseBits clause).reverse ++ reversed) output) := by | |
| have first := literalTrace 0 clause[0] | |
| (literalBits clause[1] ++ literalBits clause[2] ++ suffix) reversed output register | |
| have second := literalTrace 1 clause[1] (literalBits clause[2] ++ suffix) | |
| ((literalBits clause[0]).reverse ++ reversed) output none | |
| have third := literalTrace 2 clause[2] suffix | |
| ((literalBits clause[1]).reverse ++ ((literalBits clause[0]).reverse ++ reversed)) output none | |
| simp only [afterName_zero, afterName_one, afterName_two, List.append_assoc] | |
| at first second third | |
| have full := joinTrace (joinTrace first second) third | |
| have htime : (clause[0].name.size + 2 + (clause[1].name.size + 2)) + | |
| (clause[2].name.size + 2) = clauseNameSize clause + 6 := by | |
| simp [clauseNameSize, clauseNames] | |
| omega | |
| rw [htime] at full | |
| simpa only [clauseBits, List.append_assoc, List.reverse_append] using full | |
| def tokens (clauses : List Clause) : List Bool := clauses.flatMap clauseBits | |
| @[simp] theorem tokens_nil : tokens [] = [] := rfl | |
| @[simp] theorem tokens_cons (clause : Clause) (clauses : List Clause) : | |
| tokens (clause :: clauses) = clauseBits clause ++ tokens clauses := by | |
| simp [tokens] | |
| @[simp] theorem tokens_length (clauses : List Clause) : | |
| (tokens clauses).length = 6 * clauses.length + 2 * namesBitSize clauses := by | |
| induction clauses with | |
| | nil => rfl | |
| | cons clause clauses ih => | |
| simp only [tokens_cons, List.length_append, clauseBits_length, ih, | |
| List.length_cons, namesBitSize_cons] | |
| omega | |
| /-- Exact first-pass run, retaining the unread suffix and ambient output. -/ | |
| theorem stripTrace (clauses : List Clause) (suffix reversed output : List Bool) | |
| (register : Option Bool) : | |
| (advance machine.step)^[7 * clauses.length + namesBitSize clauses + 1] | |
| (some (cfg (some .clause) (clausesBits clauses ++ suffix) reversed output register)) = | |
| some (cfg (some .restore) suffix ((tokens clauses).reverse ++ reversed) output) := by | |
| induction clauses generalizing reversed register with | |
| | nil => | |
| simpa only [List.length_nil, Nat.mul_zero, namesBitSize_nil, Nat.add_zero, | |
| Nat.zero_add, Function.iterate_one, advance_some, clausesBits, | |
| List.singleton_append, tokens_nil, List.reverse_nil, List.nil_append] using | |
| finalStep suffix reversed output register | |
| | cons clause clauses ih => | |
| have first : (advance machine.step)^[1] | |
| (some (cfg (some .clause) | |
| (true :: (clauseBits clause ++ (clausesBits clauses ++ suffix))) | |
| reversed output register)) = | |
| some (cfg (some (.sign 0)) | |
| (clauseBits clause ++ (clausesBits clauses ++ suffix)) reversed output) := by | |
| simpa only [Function.iterate_one, advance_some] using | |
| clauseStep (clauseBits clause ++ (clausesBits clauses ++ suffix)) reversed output register | |
| have second := clauseTrace clause (clausesBits clauses ++ suffix) reversed output none | |
| have third := ih ((clauseBits clause).reverse ++ reversed) none | |
| have full := joinTrace (joinTrace first second) third | |
| have htime : (1 + (clauseNameSize clause + 6)) + | |
| (7 * clauses.length + namesBitSize clauses + 1) = | |
| 7 * (clause :: clauses).length + namesBitSize (clause :: clauses) + 1 := by | |
| simp only [List.length_cons, namesBitSize_cons] | |
| omega | |
| rw [htime] at full | |
| simpa only [clausesBits, List.cons_append, List.append_assoc, | |
| tokens_cons, List.reverse_append] using full | |
| theorem restoreTrace (input unread output : List Bool) (register : Option Bool) : | |
| (advance machine.step)^[input.length + 1] | |
| (some (cfg (some .restore) unread input.reverse output register)) = | |
| some (cfg (some .accept) unread [] (input ++ output)) := by | |
| have h := transferAt_fromTapes (Γ := Alphabet) (σ := Unit) 1 2 (by decide) | |
| id false .restore (some .accept) program rfl | |
| (tapes unread input.reverse output) () register | |
| have ht : tapesAt 1 2 (tapes unread input.reverse output) [] (input ++ output) = | |
| tapes unread [] (input ++ output) := by | |
| funext k | |
| fin_cases k <;> simp [tapesAt, tapes] | |
| change (nextAt 2 program)^[input.length + 1] | |
| (some (cfg (some .restore) unread input.reverse output register)) = _ | |
| simp only [tapes_one, tapes_two, List.length_reverse, List.reverse_reverse, | |
| List.map_id_fun, id_eq, ht] at h | |
| exact h | |
| theorem initList_eq (input : List Bool) : | |
| initList machine input = cfg (some .clause) 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 acceptTrace (formula : Formula) : | |
| (advance machine.step)^[13 * formula.clauses.length + | |
| 3 * namesBitSize formula.clauses + 2] | |
| (some (initList machine (formulaBits formula))) = | |
| some (cfg (some .accept) [] [] (tokens formula.clauses)) := by | |
| have first := stripTrace formula.clauses [] [] [] none | |
| simp only [List.append_nil] at first | |
| have second := restoreTrace (tokens formula.clauses) [] [] none | |
| simp only [List.append_nil] at second | |
| have full := joinTrace first second | |
| have htime : (7 * formula.clauses.length + namesBitSize formula.clauses + 1) + | |
| ((tokens formula.clauses).length + 1) = | |
| 13 * formula.clauses.length + 3 * namesBitSize formula.clauses + 2 := by | |
| rw [tokens_length] | |
| omega | |
| rw [htime] at full | |
| simpa only [initList_eq, BinaryEncoding.formulaBits] using full | |
| theorem haltStep (output : List Bool) : | |
| machine.step (cfg (some .accept) [] [] output) = some (cfg none [] [] output) := by | |
| change some (TM2.stepAux (program .accept) _ _) = _ | |
| rfl | |
| /-- Exact transition count for the complete finite-machine computation. -/ | |
| theorem tokenTrace (formula : Formula) : | |
| (advance machine.step)^[13 * formula.clauses.length + | |
| 3 * namesBitSize formula.clauses + 3] | |
| (some (initList machine (formulaBits formula))) = | |
| some (haltList machine (tokens formula.clauses)) := by | |
| rw [show 13 * formula.clauses.length + 3 * namesBitSize formula.clauses + 3 = | |
| (13 * formula.clauses.length + 3 * namesBitSize formula.clauses + 2) + 1 by omega, | |
| Function.iterate_succ_apply', acceptTrace, advance_some, haltStep, haltList_eq] | |
| theorem tokenSteps_le (formula : Formula) : | |
| 13 * formula.clauses.length + 3 * namesBitSize formula.clauses + 3 ≤ | |
| 3 * (formulaBits formula).length + 3 := by | |
| rw [BinaryEncoding.formulaBits_length] | |
| omega | |
| def outputsInTime (formula : Formula) : | |
| TM2OutputsInTime machine (formulaBits formula) (some (tokens formula.clauses)) | |
| (3 * (formulaBits formula).length + 3) where | |
| steps := 13 * formula.clauses.length + 3 * namesBitSize formula.clauses + 3 | |
| evals_in_steps := tokenTrace formula | |
| steps_le_m := tokenSteps_le formula | |
| /-- A displayed finite machine and linear polynomial in the ordinary input | |
| bit length, proved by the transitions above rather than assumed by a caller. -/ | |
| noncomputable def computableInPolyTime : | |
| TM2ComputableInPolyTime BinaryEncoding.formulaBits (id : List Bool → List Bool) | |
| (fun formula => tokens formula.clauses) where | |
| tm := machine | |
| inputAlphabet := Equiv.refl Bool | |
| outputAlphabet := Equiv.refl Bool | |
| time := Polynomial.C 3 * Polynomial.X + Polynomial.C 3 | |
| outputsFun formula := by | |
| change TM2OutputsInTime machine ((formulaBits formula).map id) | |
| (some ((tokens formula.clauses).map id)) | |
| ((Polynomial.C 3 * Polynomial.X + Polynomial.C 3 : Polynomial Nat).eval | |
| (formulaBits formula).length) | |
| simpa only [List.map_id_fun, id_eq, Polynomial.eval_add, Polynomial.eval_mul, | |
| Polynomial.eval_C, Polynomial.eval_X] using outputsInTime formula | |
| theorem machine_finiteAlphabet (k : machine.K) : Finite (machine.Γ k) := by | |
| change Finite Bool | |
| infer_instance | |
| end UniqueGamesTheorem.BinaryTokenMachine | |
| end OAI | |