import Mathlib.Data.Fintype.Option import Mathlib.Data.Fintype.Pi import Mathlib.Data.Fintype.Sigma import Mathlib.Data.Fintype.Sum import Mathlib.Data.List.Basic import Mathlib.Data.List.FinRange import Mathlib.Logic.Equiv.Fin.Basic import Mathlib.Logic.Function.Basic import OAI.Computability.BinPacking.CookLevin.BoundedExecution namespace OAI namespace BinPackingGames.Foundations.Complexity.CookLevin.StackEncoding variable {Γ : Type*} abbrev Cells (Γ : Type*) (S : Nat) := Fin S → Option Γ def encode (S : Nat) (xs : List Γ) : Cells Γ S := fun i => xs[i.val]? def read {S : Nat} (cells : Cells Γ S) (n : Nat) : Option Γ := if h : n < S then cells ⟨n, h⟩ else none def head {S : Nat} (cells : Cells Γ S) : Option Γ := read cells 0 def isEmpty {S : Nat} (cells : Cells Γ S) : Bool := (head cells).isNone def popShift {S : Nat} (cells : Cells Γ S) : Cells Γ S := fun i => read cells (i.val + 1) def pushShift {S : Nat} (a : Γ) (cells : Cells Γ S) : Cells Γ S := fun i => if h : i.val = 0 then some a else cells ⟨i.val - 1, by omega⟩ @[simp] theorem encode_apply (S : Nat) (xs : List Γ) (i : Fin S) : encode S xs i = xs[i.val]? := rfl @[simp] theorem encode_nil (S : Nat) : encode S ([] : List Γ) = fun _ => none := by funext i simp [encode] @[simp] theorem read_at {S : Nat} (cells : Cells Γ S) (i : Fin S) : read cells i.val = cells i := by simp [read, i.isLt] theorem read_of_capacity_le {S : Nat} (cells : Cells Γ S) (n : Nat) (h : S ≤ n) : read cells n = none := by simp [read, Nat.not_lt.mpr h] theorem read_encode {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) (n : Nat) : read (encode S xs) n = xs[n]? := by by_cases hn : n < S · simp [read, encode, hn] · have hx : xs.length ≤ n := by omega simp [read, hn, List.getElem?_eq_none hx] theorem head_encode {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) : head (encode S xs) = xs.head? := by rw [head, read_encode xs hlen, List.head?_eq_getElem?] theorem head_encode_eq_none_iff {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) : head (encode S xs) = none ↔ xs = [] := by rw [head_encode xs hlen, List.head?_eq_none_iff] theorem isEmpty_encode {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) : isEmpty (encode S xs) = xs.isEmpty := by rw [isEmpty, head_encode xs hlen] cases xs <;> rfl theorem isEmpty_encode_eq_true_iff {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) : isEmpty (encode S xs) = true ↔ xs = [] := by rw [isEmpty_encode xs hlen] cases xs <;> simp theorem encode_tail {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) : encode S xs.tail = popShift (encode S xs) := by funext i change xs.tail[i.val]? = read (encode S xs) (i.val + 1) rw [read_encode xs hlen, List.getElem?_tail] theorem encode_cons {S : Nat} (a : Γ) (xs : List Γ) : encode S (a :: xs) = pushShift a (encode S xs) := by funext i by_cases hi : i.val = 0 <;> simp [encode, pushShift, List.getElem?_cons, hi] theorem tail_length_le {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) : xs.tail.length ≤ S := by have ht : xs.tail.length ≤ xs.length := by simp omega theorem cons_length_le {S : Nat} (a : Γ) (xs : List Γ) (hroom : xs.length < S) : (a :: xs).length ≤ S := by simp only [List.length_cons] omega theorem encode_injective {S : Nat} {xs ys : List Γ} (hx : xs.length ≤ S) (hy : ys.length ≤ S) (h : encode S xs = encode S ys) : xs = ys := by apply List.ext_getElem? intro n rw [← read_encode xs hx n, ← read_encode ys hy n, h] theorem encode_eq_iff {S : Nat} {xs ys : List Γ} (hx : xs.length ≤ S) (hy : ys.length ≤ S) : encode S xs = encode S ys ↔ xs = ys := ⟨encode_injective hx hy, fun h => congrArg (encode S) h⟩ abbrev BoundedStack (Γ : Type*) (S : Nat) := {xs : List Γ // xs.length ≤ S} def boundedEncoding (S : Nat) : BoundedStack Γ S ↪ Cells Γ S where toFun xs := encode S xs.val inj' := by intro xs ys h apply Subtype.ext exact encode_injective xs.property ys.property h def boundedPop {S : Nat} (xs : BoundedStack Γ S) : BoundedStack Γ S := ⟨xs.val.tail, tail_length_le xs.val xs.property⟩ def boundedPush {S : Nat} (a : Γ) (xs : BoundedStack Γ S) (hroom : xs.val.length < S) : BoundedStack Γ S := ⟨a :: xs.val, cons_length_le a xs.val hroom⟩ theorem boundedPop_correct {S : Nat} (xs : BoundedStack Γ S) : boundedEncoding S (boundedPop xs) = popShift (boundedEncoding S xs) := encode_tail xs.val xs.property theorem boundedPush_correct {S : Nat} (a : Γ) (xs : BoundedStack Γ S) (hroom : xs.val.length < S) : boundedEncoding S (boundedPush a xs hroom) = pushShift a (boundedEncoding S xs) := encode_cons a xs.val variable {K : Type} {Alphabet : K → Type} [DecidableEq K] def encodeTapes (S : Nat) (tapes : ∀ k, List (Alphabet k)) : ∀ k, Cells (Alphabet k) S := fun k => encode S (tapes k) theorem encodeTapes_update (S : Nat) (tapes : ∀ k, List (Alphabet k)) (k : K) (replacement : List (Alphabet k)) : encodeTapes S (Function.update tapes k replacement) = Function.update (encodeTapes S tapes) k (encode S replacement) := by funext j by_cases h : j = k · subst j; simp [encodeTapes] · simp [encodeTapes, h] theorem encodeTapes_pop {S : Nat} (tapes : ∀ k, List (Alphabet k)) (k : K) (hlen : (tapes k).length ≤ S) : encodeTapes S (Function.update tapes k (tapes k).tail) = Function.update (encodeTapes S tapes) k (popShift (encode S (tapes k))) := by rw [encodeTapes_update, encode_tail (tapes k) hlen] theorem encodeTapes_push (S : Nat) (tapes : ∀ k, List (Alphabet k)) (k : K) (a : Alphabet k) : encodeTapes S (Function.update tapes k (a :: tapes k)) = Function.update (encodeTapes S tapes) k (pushShift a (encode S (tapes k))) := by rw [encodeTapes_update, encode_cons] omit [DecidableEq K] in theorem encodeTapes_injective {S : Nat} {tapes other : ∀ k, List (Alphabet k)} (h : ∀ k, (tapes k).length ≤ S) (ho : ∀ k, (other k).length ≤ S) (heq : encodeTapes S tapes = encodeTapes S other) : tapes = other := by funext k exact encode_injective (h k) (ho k) (congrFun heq k) end BinPackingGames.Foundations.Complexity.CookLevin.StackEncoding namespace BinPackingGames.Foundations.Complexity.CookLevin open Target inductive Gate where | const (value : Bool) | not (input : Nat) | and (left right : Nat) | or (left right : Nat) deriving DecidableEq def Gate.Bounded (g : Gate) (bound : Nat) : Prop := match g with | .const _ => True | .not x => x < bound | .and x y | .or x y => x < bound ∧ y < bound def Gate.eval (g : Gate) (wires : Nat → Bool) : Bool := match g with | .const b => b | .not x => !(wires x) | .and x y => wires x && wires y | .or x y => wires x || wires y theorem Gate.bounded_mono (g : Gate) {a b : Nat} (hab : a ≤ b) (h : g.Bounded a) : g.Bounded b := by cases g with | const _ => trivial | not _ => exact Nat.lt_of_lt_of_le h hab | and _ _ => exact ⟨Nat.lt_of_lt_of_le h.1 hab, Nat.lt_of_lt_of_le h.2 hab⟩ | or _ _ => exact ⟨Nat.lt_of_lt_of_le h.1 hab, Nat.lt_of_lt_of_le h.2 hab⟩ theorem Gate.eval_congr (g : Gate) {bound : Nat} (hg : g.Bounded bound) (A B : Nat → Bool) (h : ∀ j, j < bound → A j = B j) : g.eval A = g.eval B := by cases g with | const b => rfl | not x => simp only [Gate.eval, h x hg] | and x y => simp only [Gate.eval, h x hg.1, h y hg.2] | or x y => simp only [Gate.eval, h x hg.1, h y hg.2] def Ordered (start : Nat) (gates : List Gate) : Prop := ∀ i (hi : i < gates.length), gates[i].Bounded (start + i) def Consistent (start : Nat) (gates : List Gate) (wires : Nat → Bool) : Prop := ∀ i (hi : i < gates.length), wires (start + i) = gates[i].eval wires @[simp] theorem ordered_nil (start : Nat) : Ordered start [] := by intro i hi simp at hi theorem ordered_cons (start : Nat) (g : Gate) (gs : List Gate) : Ordered start (g :: gs) ↔ g.Bounded start ∧ Ordered (start + 1) gs := by unfold Ordered constructor · intro h refine ⟨?_, ?_⟩ · have h0 := h 0 (by simp) change g.Bounded (start + 0) at h0 simpa only [Nat.add_zero] using h0 · intro i hi have ht := h (i + 1) (by simpa using hi) change gs[i].Bounded (start + (i + 1)) at ht simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using ht · rintro ⟨hg, hgs⟩ i hi cases i with | zero => simpa using hg | succ i => simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using hgs i (by simpa using hi) @[simp] theorem consistent_nil (start : Nat) (A : Nat → Bool) : Consistent start [] A := by intro i hi simp at hi theorem consistent_cons (start : Nat) (g : Gate) (gs : List Gate) (A : Nat → Bool) : Consistent start (g :: gs) A ↔ A start = g.eval A ∧ Consistent (start + 1) gs A := by unfold Consistent constructor · intro h refine ⟨?_, ?_⟩ · have h0 := h 0 (by simp) change A (start + 0) = g.eval A at h0 simpa only [Nat.add_zero] using h0 · intro i hi have ht := h (i + 1) (by simpa using hi) change A (start + (i + 1)) = gs[i].eval A at ht simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using ht · rintro ⟨hg, hgs⟩ i hi cases i with | zero => simpa using hg | succ i => simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using hgs i (by simpa using hi) theorem consistent_append (start : Nat) (gs hs : List Gate) (A : Nat → Bool) : Consistent start (gs ++ hs) A ↔ Consistent start gs A ∧ Consistent (start + gs.length) hs A := by induction gs generalizing start with | nil => simp [Consistent] | cons g gs ih => simp only [List.cons_append, consistent_cons, ih, List.length_cons] simp only [Nat.add_comm, Nat.add_left_comm, and_assoc] def run (start : Nat) : List Gate → (Nat → Bool) → (Nat → Bool) | [], A => A | g :: gs, A => run (start + 1) gs (Function.update A start (g.eval A)) theorem run_eq_of_lt (start : Nat) (gs : List Gate) (A : Nat → Bool) (j : Nat) (hj : j < start) : run start gs A j = A j := by induction gs generalizing start A with | nil => rfl | cons g gs ih => rw [run, ih (start + 1) _ (by omega)] exact Function.update_of_ne (by omega) _ _ theorem run_append (start : Nat) (gs hs : List Gate) (A : Nat → Bool) : run start (gs ++ hs) A = run (start + gs.length) hs (run start gs A) := by induction gs generalizing start A with | nil => simp [run] | cons g gs ih => simpa [run, Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using ih (start + 1) (Function.update A start (g.eval A)) @[simp] theorem run_singleton (start : Nat) (g : Gate) (A : Nat → Bool) : run start [g] A = Function.update A start (g.eval A) := rfl @[simp] theorem run_singleton_here (start : Nat) (g : Gate) (A : Nat → Bool) : run start [g] A start = g.eval A := by simp theorem run_singleton_other (start : Nat) (g : Gate) (A : Nat → Bool) (j : Nat) (hj : j ≠ start) : run start [g] A j = A j := by simp [hj] theorem Ordered.append {start : Nat} {gs hs : List Gate} (hg : Ordered start gs) (hh : Ordered (start + gs.length) hs) : Ordered start (gs ++ hs) := by induction gs generalizing start with | nil => simpa using hh | cons g gs ih => rcases (ordered_cons start g gs).mp hg with ⟨h0, ht⟩ apply (ordered_cons start g (gs ++ hs)).mpr refine ⟨h0, ih ht ?_⟩ simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using hh theorem run_consistent (start : Nat) (gs : List Gate) (A : Nat → Bool) (h : Ordered start gs) : Consistent start gs (run start gs A) := by induction gs generalizing start A with | nil => exact consistent_nil start A | cons g gs ih => rcases (ordered_cons start g gs).mp h with ⟨hg, hgs⟩ apply (consistent_cons start g gs _).mpr constructor · have hout : run start (g :: gs) A start = g.eval A := by rw [run, run_eq_of_lt (start + 1) gs _ start (by omega)] exact Function.update_self start _ _ rw [hout] exact Gate.eval_congr g hg A (run start (g :: gs) A) (fun j hj => (run_eq_of_lt start (g :: gs) A j hj).symm) · exact ih (start + 1) _ hgs theorem run_unique (start : Nat) (gs : List Gate) (A B : Nat → Bool) (ho : Ordered start gs) (hc : Consistent start gs B) (ha : ∀ j, j < start → A j = B j) : ∀ j, j < start + gs.length → run start gs A j = B j := by induction gs generalizing start A with | nil => intro j hj exact ha j (by simpa using hj) | cons g gs ih => rcases (ordered_cons start g gs).mp ho with ⟨hg, hgs⟩ rcases (consistent_cons start g gs B).mp hc with ⟨hb, hbs⟩ have hnext : ∀ j, j < start + 1 → Function.update A start (g.eval A) j = B j := by intro j hj by_cases heq : j = start · subst j rw [Function.update_self] exact (Gate.eval_congr g hg A B ha).trans hb.symm · rw [Function.update_of_ne heq] exact ha j (by omega) intro j hj exact ih (start + 1) _ hgs hbs hnext j (by simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using hj) structure Circuit where inputs : Nat gates : List Gate ordered : Ordered inputs gates output : Fin (inputs + gates.length) abbrev Circuit.wires (C : Circuit) : Nat := C.inputs + C.gates.length def inputEnv {n : Nat} (input : Fin n → Bool) : Nat → Bool := fun j => if h : j < n then input ⟨j, h⟩ else false def Circuit.evalWires (C : Circuit) (input : Fin C.inputs → Bool) : Nat → Bool := run C.inputs C.gates (inputEnv input) def Circuit.eval (C : Circuit) (input : Fin C.inputs → Bool) : Bool := C.evalWires input C.output.val theorem Circuit.evalWires_input (C : Circuit) (input : Fin C.inputs → Bool) (j : Fin C.inputs) : C.evalWires input j.val = input j := by rw [Circuit.evalWires, run_eq_of_lt _ _ _ _ j.isLt] simp [inputEnv, j.isLt] theorem Circuit.evalWires_consistent (C : Circuit) (input : Fin C.inputs → Bool) : Consistent C.inputs C.gates (C.evalWires input) := run_consistent C.inputs C.gates (inputEnv input) C.ordered theorem Consistent.congr {start : Nat} {gs : List Gate} {A B : Nat → Bool} (hc : Consistent start gs A) (ho : Ordered start gs) (hab : ∀ j, j < start + gs.length → A j = B j) : Consistent start gs B := by intro i hi have hbound := Gate.bounded_mono gs[i] (by omega : start + i ≤ start + gs.length) (ho i hi) calc B (start + i) = A (start + i) := (hab _ (by omega)).symm _ = gs[i].eval A := hc i hi _ = gs[i].eval B := Gate.eval_congr gs[i] hbound A B hab def unitClause {n : Nat} (wire : Fin n) (positive : Bool) : Clause n := #v[⟨wire, positive⟩, ⟨wire, positive⟩, ⟨wire, positive⟩] def gateClauses {n : Nat} (output : Fin n) : (g : Gate) → g.Bounded n → List (Clause n) | .const b, _ => [unitClause output b, unitClause output b, unitClause output b] | .not x, h => let v : Fin n := ⟨x, h⟩ [#v[⟨output, true⟩, ⟨v, true⟩, ⟨v, true⟩], #v[⟨output, false⟩, ⟨v, false⟩, ⟨v, false⟩], #v[⟨output, true⟩, ⟨v, true⟩, ⟨v, true⟩]] | .and x y, h => let vx : Fin n := ⟨x, h.1⟩ let vy : Fin n := ⟨y, h.2⟩ [#v[⟨output, false⟩, ⟨vx, true⟩, ⟨vx, true⟩], #v[⟨output, false⟩, ⟨vy, true⟩, ⟨vy, true⟩], #v[⟨output, true⟩, ⟨vx, false⟩, ⟨vy, false⟩]] | .or x y, h => let vx : Fin n := ⟨x, h.1⟩ let vy : Fin n := ⟨y, h.2⟩ [#v[⟨output, true⟩, ⟨vx, false⟩, ⟨vx, false⟩], #v[⟨output, true⟩, ⟨vy, false⟩, ⟨vy, false⟩], #v[⟨output, false⟩, ⟨vx, true⟩, ⟨vy, true⟩]] @[simp] theorem gateClauses_length {n : Nat} (output : Fin n) (g : Gate) (h : g.Bounded n) : (gateClauses output g h).length = 3 := by cases g <;> rfl theorem gateClauses_correct {n : Nat} (output : Fin n) (g : Gate) (h : g.Bounded n) (A : Fin n → Bool) : (∀ c ∈ gateClauses output g h, c.eval A = true) ↔ A output = g.eval (inputEnv A) := by cases g with | const b => simp only [gateClauses, List.forall_mem_cons] cases b <;> cases ho : A output <;> simp [unitClause, Clause.eval, Literal.eval, Gate.eval, ho] | not x => change x < n at h simp only [gateClauses, List.forall_mem_cons] cases ho : A output <;> cases hx : A ⟨x, h⟩ <;> simp [Clause.eval, Literal.eval, Gate.eval, inputEnv, h, ho, hx] | and x y => change x < n ∧ y < n at h simp only [gateClauses, List.forall_mem_cons] cases ho : A output <;> cases hx : A ⟨x, h.1⟩ <;> cases hy : A ⟨y, h.2⟩ <;> simp [Clause.eval, Literal.eval, Gate.eval, inputEnv, h.1, h.2, ho, hx, hy] | or x y => change x < n ∧ y < n at h simp only [gateClauses, List.forall_mem_cons] cases ho : A output <;> cases hx : A ⟨x, h.1⟩ <;> cases hy : A ⟨y, h.2⟩ <;> simp [Clause.eval, Literal.eval, Gate.eval, inputEnv, h.1, h.2, ho, hx, hy] def Circuit.gateAt (C : Circuit) (i : Fin C.gates.length) : Gate := C.gates[i.val] def Circuit.gateOutput (C : Circuit) (i : Fin C.gates.length) : Fin C.wires := ⟨C.inputs + i.val, by have hi := i.isLt; simp only [Circuit.wires]; omega⟩ theorem Circuit.gateBounded (C : Circuit) (i : Fin C.gates.length) : (C.gateAt i).Bounded C.wires := Gate.bounded_mono _ (by have hi := i.isLt; simp only [Circuit.wires]; omega) (C.ordered i.val i.isLt) def Circuit.gateBlock (C : Circuit) (i : Fin C.gates.length) : List (Clause C.wires) := gateClauses (C.gateOutput i) (C.gateAt i) (C.gateBounded i) def Circuit.toFormula (C : Circuit) : Formula where «variables» := C.wires clauses := (List.finRange C.gates.length).flatMap C.gateBlock ++ [unitClause C.output true] @[simp] theorem Circuit.toFormula_variables (C : Circuit) : C.toFormula.variables = C.inputs + C.gates.length := rfl @[simp] theorem Circuit.toFormula_clause_count (C : Circuit) : C.toFormula.clauses.length = 3 * C.gates.length + 1 := by have h : ∀ is : List (Fin C.gates.length), (is.flatMap C.gateBlock).length = 3 * is.length := by intro is induction is with | nil => rfl | cons i is ih => simp only [List.flatMap_cons, List.length_append, Circuit.gateBlock, gateClauses_length, List.length_cons] at * omega simp [Circuit.toFormula, h] theorem Circuit.toFormula_satisfied_iff (C : Circuit) (A : Fin C.wires → Bool) : (∀ c ∈ C.toFormula.clauses, c.eval A = true) ↔ Consistent C.inputs C.gates (inputEnv A) ∧ A C.output = true := by constructor · intro h constructor · intro i hi let idx : Fin C.gates.length := ⟨i, hi⟩ have hblock : ∀ c ∈ C.gateBlock idx, c.eval A = true := by intro c hc apply h c apply List.mem_append.mpr left exact List.mem_flatMap.mpr ⟨idx, by simp, hc⟩ have heq := (gateClauses_correct (C.gateOutput idx) (C.gateAt idx) (C.gateBounded idx) A).mp hblock have hlt : C.inputs + i < C.wires := by simp only [Circuit.wires]; omega simpa [inputEnv, hlt, Circuit.gateOutput, Circuit.gateAt, idx] using heq · have hu := h (unitClause C.output true) (List.mem_append.mpr (Or.inr (List.mem_singleton.mpr rfl))) simpa [unitClause, Clause.eval, Literal.eval] using hu · rintro ⟨hc, ho⟩ c hmem rcases List.mem_append.mp hmem with hblock | hunit · obtain ⟨i, _, hci⟩ := List.mem_flatMap.mp hblock apply (gateClauses_correct (C.gateOutput i) (C.gateAt i) (C.gateBounded i) A).mpr ?_ c hci have heq := hc i.val i.isLt have hlt : C.inputs + i.val < C.wires := (C.gateOutput i).isLt simpa [inputEnv, hlt, Circuit.gateOutput, Circuit.gateAt] using heq · have heq : c = unitClause C.output true := List.mem_singleton.mp hunit subst c simpa [unitClause, Clause.eval, Literal.eval] using ho def Circuit.restrictAssignment (C : Circuit) (A : Fin C.wires → Bool) : Fin C.inputs → Bool := fun j => A ⟨j.val, by have hj := j.isLt; simp only [Circuit.wires]; omega⟩ theorem Circuit.toFormula_satisfiable_iff_eval (C : Circuit) : C.toFormula.Satisfiable ↔ ∃ input : Fin C.inputs → Bool, C.eval input = true := by constructor · rintro ⟨A, hA⟩ rcases (C.toFormula_satisfied_iff A).mp hA with ⟨hc, ho⟩ refine ⟨C.restrictAssignment A, ?_⟩ have hinput : ∀ j, j < C.inputs → inputEnv (C.restrictAssignment A) j = inputEnv A j := by intro j hj have ht : j < C.wires := by simp only [Circuit.wires]; omega simp [inputEnv, hj, ht, Circuit.restrictAssignment] have hu := run_unique C.inputs C.gates (inputEnv (C.restrictAssignment A)) (inputEnv A) C.ordered hc hinput C.output.val C.output.isLt have heval : C.eval (C.restrictAssignment A) = A C.output := by have hout : C.output.val < C.wires := C.output.isLt simpa [Circuit.eval, Circuit.evalWires, inputEnv, hout] using hu exact heval.trans ho · rintro ⟨input, hinput⟩ let A : Fin C.wires → Bool := fun j => C.evalWires input j.val refine ⟨A, (C.toFormula_satisfied_iff A).mpr ⟨?_, hinput⟩⟩ apply Consistent.congr (C.evalWires_consistent input) C.ordered intro j hj have ht : j < C.wires := hj simp [inputEnv, ht, A] theorem Circuit.toFormula_extending_iff_eval (C : Circuit) (input : Fin C.inputs → Bool) : (∃ A : Fin C.wires → Bool, C.restrictAssignment A = input ∧ ∀ c ∈ C.toFormula.clauses, c.eval A = true) ↔ C.eval input = true := by constructor · rintro ⟨A, hext, hA⟩ rcases (C.toFormula_satisfied_iff A).mp hA with ⟨hc, ho⟩ have hinput : ∀ j, j < C.inputs → inputEnv input j = inputEnv A j := by intro j hj rw [← hext] have ht : j < C.wires := by simp only [Circuit.wires]; omega simp [inputEnv, hj, ht, Circuit.restrictAssignment] have hu := run_unique C.inputs C.gates (inputEnv input) (inputEnv A) C.ordered hc hinput C.output.val C.output.isLt have heval : C.eval input = A C.output := by have hout : C.output.val < C.wires := C.output.isLt simpa [Circuit.eval, Circuit.evalWires, inputEnv, hout] using hu exact heval.trans ho · intro hinput let A : Fin C.wires → Bool := fun j => C.evalWires input j.val refine ⟨A, ?_, (C.toFormula_satisfied_iff A).mpr ⟨?_, hinput⟩⟩ · funext j simpa [Circuit.restrictAssignment, A] using C.evalWires_input input j · apply Consistent.congr (C.evalWires_consistent input) C.ordered intro j hj have ht : j < C.wires := hj simp [inputEnv, ht, A] end BinPackingGames.Foundations.Complexity.CookLevin namespace BinPackingGames.Foundations.Complexity.CookLevin.StatementCircuit open Turing open StackEncoding BoundedExecution inductive Expr (ι : Type*) where | input (index : ι) | const (value : Bool) | not (arg : Expr ι) | and (left right : Expr ι) | or (left right : Expr ι) namespace Expr variable {ι : Type*} def eval (input : ι → Bool) : Expr ι → Bool | .input i => input i | .const b => b | .not e => !(eval input e) | .and e f => eval input e && eval input f | .or e f => eval input e || eval input f theorem eval_congr (e : Expr ι) (u v : ι → Bool) (h : ∀ i, u i = v i) : e.eval u = e.eval v := by have : u = v := funext h rw [this] def rename {κ : Type*} (f : ι → κ) : Expr ι → Expr κ | .input i => .input (f i) | .const b => .const b | .not e => .not (e.rename f) | .and e g => .and (e.rename f) (g.rename f) | .or e g => .or (e.rename f) (g.rename f) @[simp] theorem eval_rename {κ : Type*} (f : ι → κ) (e : Expr ι) (input : κ → Bool) : (e.rename f).eval input = e.eval (fun i => input (f i)) := by induction e <;> simp_all [rename, eval] def size : Expr ι → Nat | .input _ | .const _ => 1 | .not e => e.size + 1 | .and e f | .or e f => e.size + f.size + 1 theorem size_pos (e : Expr ι) : 0 < e.size := by cases e <;> simp [size] @[simp] theorem size_rename {κ : Type*} (f : ι → κ) (e : Expr ι) : (e.rename f).size = e.size := by induction e <;> simp_all [rename, size] def root (start : Nat) (e : Expr ι) : Nat := start + e.size - 1 theorem root_lt (start : Nat) (e : Expr ι) : e.root start < start + e.size := by have := e.size_pos unfold root omega @[simp] theorem root_not (start : Nat) (e : Expr ι) : (Expr.not e).root start = start + e.size := by simp only [root, size] omega @[simp] theorem root_and (start : Nat) (e f : Expr ι) : (Expr.and e f).root start = start + (e.size + f.size) := by simp only [root, size] omega @[simp] theorem root_or (start : Nat) (e f : Expr ι) : (Expr.or e f).root start = start + (e.size + f.size) := by simp only [root, size] omega def gates (wire : ι → Nat) (start : Nat) : Expr ι → List Gate | .input i => [.or (wire i) (wire i)] | .const b => [.const b] | .not e => e.gates wire start ++ [.not (e.root start)] | .and e f => e.gates wire start ++ f.gates wire (start + e.size) ++ [.and (e.root start) (f.root (start + e.size))] | .or e f => e.gates wire start ++ f.gates wire (start + e.size) ++ [.or (e.root start) (f.root (start + e.size))] @[simp] theorem gates_length (e : Expr ι) (wire : ι → Nat) (start : Nat) : (e.gates wire start).length = e.size := by induction e generalizing start <;> simp_all [gates, size, Nat.add_assoc] private theorem ordered_singleton (start : Nat) (g : Gate) (h : g.Bounded start) : Ordered start [g] := by exact (ordered_cons start g []).mpr ⟨h, ordered_nil _⟩ theorem gates_ordered (e : Expr ι) (wire : ι → Nat) (start : Nat) (hw : ∀ i, wire i < start) : Ordered start (e.gates wire start) := by induction e generalizing start with | input i => exact ordered_singleton start _ ⟨hw i, hw i⟩ | const b => exact ordered_singleton start _ trivial | not e ih => apply (ih start hw).append simpa only [gates_length] using ordered_singleton (start + e.size) (.not (e.root start)) (e.root_lt start) | and e f ihe ihf => have hf := ihf (start + e.size) (fun i => lt_of_lt_of_le (hw i) (by omega)) have hp : Ordered start (e.gates wire start ++ f.gates wire (start + e.size)) := (ihe start hw).append (by simpa only [gates_length] using hf) apply hp.append simp only [List.length_append, gates_length] apply ordered_singleton exact ⟨lt_of_lt_of_le (e.root_lt start) (by omega), by simpa only [Nat.add_assoc] using f.root_lt (start + e.size)⟩ | or e f ihe ihf => have hf := ihf (start + e.size) (fun i => lt_of_lt_of_le (hw i) (by omega)) have hp : Ordered start (e.gates wire start ++ f.gates wire (start + e.size)) := (ihe start hw).append (by simpa only [gates_length] using hf) apply hp.append simp only [List.length_append, gates_length] apply ordered_singleton exact ⟨lt_of_lt_of_le (e.root_lt start) (by omega), by simpa only [Nat.add_assoc] using f.root_lt (start + e.size)⟩ private theorem consistent_singleton (start : Nat) (g : Gate) (A : Nat → Bool) (h : Consistent start [g] A) : A start = g.eval A := by exact ((consistent_cons start g [] A).mp h).1 theorem eval_of_consistent (e : Expr ι) (wire : ι → Nat) (start : Nat) (A : Nat → Bool) (h : Consistent start (e.gates wire start) A) : A (e.root start) = e.eval (fun i => A (wire i)) := by induction e generalizing start with | input i => simpa [gates, root, size, Gate.eval, eval] using consistent_singleton start (.or (wire i) (wire i)) A h | const b => simpa [gates, root, size, Gate.eval, eval] using consistent_singleton start (.const b) A h | not e ih => obtain ⟨he, hg⟩ := (consistent_append start _ _ A).mp h simp only [gates_length] at hg have hg' := consistent_singleton _ _ _ hg simpa only [root_not, Gate.eval, eval, ih start he] using hg' | and e f ihe ihf => obtain ⟨hef, hg⟩ := (consistent_append start _ _ A).mp h obtain ⟨he, hf⟩ := (consistent_append start _ _ A).mp hef simp only [gates_length] at hf simp only [List.length_append, gates_length] at hg have hg' := consistent_singleton _ _ _ hg have he' := ihe start he have hf' := ihf (start + e.size) hf simpa only [root_and, Gate.eval, eval, he', hf'] using hg' | or e f ihe ihf => obtain ⟨hef, hg⟩ := (consistent_append start _ _ A).mp h obtain ⟨he, hf⟩ := (consistent_append start _ _ A).mp hef simp only [gates_length] at hf simp only [List.length_append, gates_length] at hg have hg' := consistent_singleton _ _ _ hg have he' := ihe start he have hf' := ihf (start + e.size) hf simpa only [root_or, Gate.eval, eval, he', hf'] using hg' def circuit {n : Nat} (wire : ι → Fin n) (e : Expr ι) : Circuit where inputs := n gates := e.gates (fun i => (wire i).val) n ordered := e.gates_ordered _ _ (fun i => (wire i).isLt) output := ⟨e.root n, by simpa only [gates_length] using e.root_lt n⟩ theorem circuit_eval {n : Nat} (wire : ι → Fin n) (e : Expr ι) (input : Fin n → Bool) : (e.circuit wire).eval input = e.eval (fun i => input (wire i)) := by have h := e.eval_of_consistent (fun i => (wire i).val) n ((e.circuit wire).evalWires input) ((e.circuit wire).evalWires_consistent input) change (e.circuit wire).eval input = _ at h rw [h] apply eval_congr intro i exact (e.circuit wire).evalWires_input input (wire i) def mux (condition yes no : Expr ι) : Expr ι := .or (.and condition yes) (.and (.not condition) no) @[simp] theorem eval_mux (input : ι → Bool) (c x y : Expr ι) : (mux c x y).eval input = if c.eval input then x.eval input else y.eval input := by cases hc : c.eval input <;> simp [mux, eval, hc] def disjoin : List (Expr ι) → Expr ι | [] => .const false | e :: rest => .or e (disjoin rest) theorem eval_disjoin_true (input : ι → Bool) (es : List (Expr ι)) : (disjoin es).eval input = true ↔ ∃ e ∈ es, e.eval input = true := by induction es with | nil => simp [disjoin, eval] | cons e es ih => simp [disjoin, eval, ih] theorem size_disjoin_le (es : List (Expr ι)) (C : Nat) (h : ∀ e ∈ es, e.size ≤ C) : (disjoin es).size ≤ es.length * (C + 1) + 1 := by induction es generalizing C with | nil => simp [disjoin, size] | cons e es ih => have he := h e (by simp) have ht := ih C (fun f hf => h f (by simp [hf])) simp only [disjoin, size, List.length_cons, Nat.succ_mul] omega end Expr private theorem bool_ext {a b : Bool} (h : a = true ↔ b = true) : a = b := by cases a <;> cases b <;> simp_all noncomputable def table {ι A B : Type*} [Fintype A] [DecidableEq B] (f : A → B) (x : A → Expr ι) (b : B) : Expr ι := Expr.disjoin (Finset.univ.toList.map (fun a => .and (x a) (.const (decide (f a = b))))) theorem eval_table {ι A B : Type*} [Fintype A] [DecidableEq A] [DecidableEq B] (input : ι → Bool) (f : A → B) (x : A → Expr ι) (a : A) (hx : ∀ z, (x z).eval input = decide (a = z)) (b : B) : (table f x b).eval input = decide (f a = b) := by apply bool_ext simp only [table, Expr.eval_disjoin_true, List.mem_map] constructor · rintro ⟨_, ⟨z, _, rfl⟩, hz⟩ simp only [Expr.eval, hx, Bool.and_eq_true, decide_eq_true_eq] at hz rcases hz with ⟨rfl, hz⟩ exact decide_eq_true hz · intro h refine ⟨.and (x a) (.const (decide (f a = b))), ?_, ?_⟩ · exact ⟨a, by simp, rfl⟩ · simp [Expr.eval, hx, h] noncomputable def table₂ {ι A B C : Type*} [Fintype A] [Fintype B] [DecidableEq C] (f : A → B → C) (x : A → Expr ι) (y : B → Expr ι) (c : C) : Expr ι := table (fun p : A × B => f p.1 p.2) (fun p => .and (x p.1) (y p.2)) c theorem eval_table₂ {ι A B C : Type*} [Fintype A] [Fintype B] [DecidableEq A] [DecidableEq B] [DecidableEq C] (input : ι → Bool) (f : A → B → C) (x : A → Expr ι) (y : B → Expr ι) (a : A) (b : B) (hx : ∀ z, (x z).eval input = decide (a = z)) (hy : ∀ z, (y z).eval input = decide (b = z)) (c : C) : (table₂ f x y c).eval input = decide (f a b = c) := by apply eval_table input _ _ (a, b) rintro ⟨za, zb⟩ simp [Expr.eval, hx, hy, Prod.mk.injEq] theorem size_table_le {ι A B : Type*} [Fintype A] [DecidableEq B] (f : A → B) (x : A → Expr ι) (b : B) (C : Nat) (h : ∀ a, (x a).size ≤ C) : (table f x b).size ≤ Fintype.card A * (C + 3) + 1 := by unfold table have hb : ∀ e ∈ Finset.univ.toList.map (fun a => Expr.and (x a) (.const (decide (f a = b)))), e.size ≤ C + 2 := by intro e he obtain ⟨a, _, rfl⟩ := List.mem_map.mp he simpa only [Expr.size, Nat.add_assoc] using Nat.add_le_add_right (h a) 2 simpa [Nat.add_assoc] using Expr.size_disjoin_le _ (C + 2) hb theorem size_table₂_le {ι A B D : Type*} [Fintype A] [Fintype B] [DecidableEq D] (f : A → B → D) (x : A → Expr ι) (y : B → Expr ι) (d : D) (C : Nat) (hx : ∀ a, (x a).size ≤ C) (hy : ∀ b, (y b).size ≤ C) : (table₂ f x y d).size ≤ (Fintype.card A * Fintype.card B) * (2 * C + 4) + 1 := by have h := size_table_le (fun p : A × B => f p.1 p.2) (fun p => Expr.and (x p.1) (y p.2)) d (2 * C + 1) (fun p => by have := hx p.1 have := hy p.2 simp only [Expr.size] omega) simpa only [table₂, Fintype.card_prod, Nat.add_assoc] using h section Statements variable {K : Type} {Γ : K → Type} {Λ σ ι : Type} variable [DecidableEq K] [Fintype σ] [DecidableEq σ] variable [∀ k, Fintype (Γ k)] [∀ k, DecidableEq (Γ k)] [DecidableEq Λ] structure DataBits (ι : Type) (Γ : K → Type) (σ : Type) (S : Nat) where state : σ → Expr ι cells : ∀ k, Fin S → Option (Γ k) → Expr ι structure ResultBits (ι : Type) (Γ : K → Type) (Λ σ : Type) (S : Nat) extends DataBits ι Γ σ S where label : Option Λ → Expr ι def DataBits.Realizes {S : Nat} (bits : DataBits ι Γ σ S) (input : ι → Bool) (state : σ) (tapes : ∀ k, List (Γ k)) : Prop := (∀ v, (bits.state v).eval input = decide (state = v)) ∧ ∀ k i a, (bits.cells k i a).eval input = decide (encode S (tapes k) i = a) def ResultBits.Realizes {S : Nat} (bits : ResultBits ι Γ Λ σ S) (input : ι → Bool) (cfg : TM2.Cfg Γ Λ σ) : Prop := bits.toDataBits.Realizes input cfg.var cfg.stk ∧ ∀ label, (bits.label label).eval input = decide (cfg.l = label) def readBits {A : Type} [DecidableEq A] {S : Nat} (cells : Fin S → Option A → Expr ι) (n : Nat) (a : Option A) : Expr ι := if h : n < S then cells ⟨n, h⟩ a else .const (decide ((none : Option A) = a)) theorem eval_readBits {A : Type} [DecidableEq A] {S : Nat} (input : ι → Bool) (bits : Fin S → Option A → Expr ι) (xs : List A) (hlen : xs.length ≤ S) (hbits : ∀ i a, (bits i a).eval input = decide (encode S xs i = a)) (n : Nat) (a : Option A) : (readBits bits n a).eval input = decide (xs[n]? = a) := by by_cases hn : n < S · simp only [readBits, dite_eq_left hn] exact hbits ⟨n, hn⟩ a · have hx : xs[n]? = none := List.getElem?_eq_none (by omega) simp only [readBits, dite_eq_right hn, Expr.eval, hx] noncomputable def pushBits {S : Nat} (bits : DataBits ι Γ σ S) (k : K) (f : σ → Γ k) : DataBits ι Γ σ S where state := bits.state cells := Function.update bits.cells k (fun i a => if h : i.val = 0 then table (fun v => some (f v)) bits.state a else bits.cells k ⟨i.val - 1, by omega⟩ a) noncomputable def peekBits {S : Nat} (bits : DataBits ι Γ σ S) (k : K) (f : σ → Option (Γ k) → σ) : DataBits ι Γ σ S where state := table₂ f bits.state (readBits (bits.cells k) 0) cells := bits.cells noncomputable def popBits {S : Nat} (bits : DataBits ι Γ σ S) (k : K) (f : σ → Option (Γ k) → σ) : DataBits ι Γ σ S where state := table₂ f bits.state (readBits (bits.cells k) 0) cells := Function.update bits.cells k (fun i a => readBits (bits.cells k) (i.val + 1) a) noncomputable def loadBits {S : Nat} (bits : DataBits ι Γ σ S) (f : σ → σ) : DataBits ι Γ σ S where state := table f bits.state cells := bits.cells def muxResult {S : Nat} (condition : Expr ι) (yes no : ResultBits ι Γ Λ σ S) : ResultBits ι Γ Λ σ S where state := fun v => .mux condition (yes.state v) (no.state v) cells := fun k i a => .mux condition (yes.cells k i a) (no.cells k i a) label := fun l => .mux condition (yes.label l) (no.label l) omit [∀ stack, Fintype (Γ stack)] in theorem realizes_pushBits {S : Nat} (bits : DataBits ι Γ σ S) (input : ι → Bool) (v : σ) (tapes : ∀ k, List (Γ k)) (h : bits.Realizes input v tapes) (k : K) (f : σ → Γ k) : (pushBits bits k f).Realizes input v (Function.update tapes k (f v :: tapes k)) := by refine ⟨h.1, ?_⟩ intro j i a by_cases hj : j = k · subst j simp only [pushBits, Function.update_self] by_cases hi : i.val = 0 · rw [dite_eq_left hi, eval_table input _ _ v h.1] simp [encode, hi] · rw [dite_eq_right hi, h.2] apply bool_ext simp [encode, List.getElem?_cons, hi] exact ⟨of_decide_eq_true, decide_eq_true⟩ · simpa only [pushBits, Function.update_of_ne hj] using h.2 j i a omit [DecidableEq K] in theorem realizes_peekBits {S : Nat} (bits : DataBits ι Γ σ S) (input : ι → Bool) (v : σ) (tapes : ∀ k, List (Γ k)) (h : bits.Realizes input v tapes) (k : K) (f : σ → Option (Γ k) → σ) (hlen : (tapes k).length ≤ S) : (peekBits bits k f).Realizes input (f v (tapes k).head?) tapes := by refine ⟨?_, h.2⟩ intro w apply eval_table₂ input _ _ _ v (tapes k).head? h.1 intro a simpa [List.head?_eq_getElem?] using eval_readBits input (bits.cells k) (tapes k) hlen (h.2 k) 0 a theorem realizes_popBits {S : Nat} (bits : DataBits ι Γ σ S) (input : ι → Bool) (v : σ) (tapes : ∀ k, List (Γ k)) (h : bits.Realizes input v tapes) (k : K) (f : σ → Option (Γ k) → σ) (hlen : (tapes k).length ≤ S) : (popBits bits k f).Realizes input (f v (tapes k).head?) (Function.update tapes k (tapes k).tail) := by refine ⟨(realizes_peekBits bits input v tapes h k f hlen).1, ?_⟩ intro j i a by_cases hj : j = k · subst j simp only [popBits, Function.update_self] rw [eval_readBits input (bits.cells k) (tapes k) hlen (h.2 k)] simp [encode, List.getElem?_tail] · simpa only [popBits, Function.update_of_ne hj] using h.2 j i a omit [DecidableEq K] [∀ stack, Fintype (Γ stack)] in theorem realizes_loadBits {S : Nat} (bits : DataBits ι Γ σ S) (input : ι → Bool) (v : σ) (tapes : ∀ k, List (Γ k)) (h : bits.Realizes input v tapes) (f : σ → σ) : (loadBits bits f).Realizes input (f v) tapes := by exact ⟨fun w => eval_table input f bits.state v h.1 w, h.2⟩ omit [DecidableEq K] [Fintype σ] [∀ stack, Fintype (Γ stack)] in theorem realizes_muxResult {S : Nat} (input : ι → Bool) (condition : Expr ι) (yes no : ResultBits ι Γ Λ σ S) (decision : Bool) (hc : condition.eval input = decision) (yesCfg noCfg : TM2.Cfg Γ Λ σ) (hy : decision = true → yes.Realizes input yesCfg) (hn : decision = false → no.Realizes input noCfg) : (muxResult condition yes no).Realizes input (if decision then yesCfg else noCfg) := by cases decision with | false => rcases hn rfl with ⟨⟨hv, hs⟩, hl⟩ refine ⟨⟨?_, ?_⟩, ?_⟩ · intro v; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hv v · intro k i a; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hs k i a · intro l; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hl l | true => rcases hy rfl with ⟨⟨hv, hs⟩, hl⟩ refine ⟨⟨?_, ?_⟩, ?_⟩ · intro v; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hv v · intro k i a; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hs k i a · intro l; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hl l noncomputable def compileAux {S : Nat} : TM2.Stmt Γ Λ σ → DataBits ι Γ σ S → ResultBits ι Γ Λ σ S | .push k f next, bits => compileAux next (pushBits bits k f) | .peek k f next, bits => compileAux next (peekBits bits k f) | .pop k f next, bits => compileAux next (popBits bits k f) | .load f next, bits => compileAux next (loadBits bits f) | .branch guard yes no, bits => muxResult (table guard bits.state true) (compileAux yes bits) (compileAux no bits) | .goto label, bits => { toDataBits := bits, label := table (fun v => some (label v)) bits.state } | .halt, bits => { toDataBits := bits, label := fun l => .const (decide ((none : Option Λ) = l)) } theorem compileAux_correct {S : Nat} (stmt : TM2.Stmt Γ Λ σ) (bits : DataBits ι Γ σ S) (input : ι → Bool) (v : σ) (tapes : ∀ k, List (Γ k)) (safe : StatementSafe S stmt v tapes) (h : bits.Realizes input v tapes) : (compileAux stmt bits).Realizes input (TM2.stepAux stmt v tapes) := by induction stmt generalizing bits v tapes with | push k f next ih => exact ih _ _ _ safe.2.2 (realizes_pushBits bits input v tapes h k f) | peek k f next ih => exact ih _ _ _ safe.2 (realizes_peekBits bits input v tapes h k f (safe.1 k)) | pop k f next ih => exact ih _ _ _ safe.2 (realizes_popBits bits input v tapes h k f (safe.1 k)) | load f next ih => exact ih _ _ _ safe.2 (realizes_loadBits bits input v tapes h f) | branch guard yes no ihy ihn => have hc : (table guard bits.state true).eval input = guard v := by rw [eval_table input guard bits.state v h.1] cases guard v <;> rfl have hy : guard v = true → (compileAux yes bits).Realizes input (TM2.stepAux yes v tapes) := by intro hg apply ihy bits v tapes _ h simpa [StatementSafe, hg] using safe.2 have hn : guard v = false → (compileAux no bits).Realizes input (TM2.stepAux no v tapes) := by intro hg apply ihn bits v tapes _ h simpa [StatementSafe, hg] using safe.2 have hm := realizes_muxResult input _ _ _ (guard v) hc _ _ hy hn cases hg : guard v <;> simpa [compileAux, TM2.stepAux, hg] using hm | goto label => exact ⟨h, fun l => eval_table input _ bits.state v h.1 l⟩ | halt => exact ⟨h, fun _ => rfl⟩ end Statements section Encoding variable {K : Type} {Γ : K → Type} {Λ σ : Type} variable [DecidableEq K] [Fintype σ] [DecidableEq σ] variable [∀ k, Fintype (Γ k)] [∀ k, DecidableEq (Γ k)] [DecidableEq Λ] abbrev InputBit (Γ : K → Type) (σ : Type) (S : Nat) := σ ⊕ (Σ k, Fin S × Option (Γ k)) abbrev ConfigBit (Γ : K → Type) (Λ σ : Type) (S : Nat) := Option Λ ⊕ InputBit Γ σ S def inputBits (S : Nat) : DataBits (InputBit Γ σ S) Γ σ S where state := fun v => .input (.inl v) cells := fun k i a => .input (.inr ⟨k, i, a⟩) def inputEncoding (S : Nat) (v : σ) (tapes : ∀ k, List (Γ k)) : InputBit Γ σ S → Bool | .inl w => decide (v = w) | .inr ⟨k, i, a⟩ => decide (encode S (tapes k) i = a) def configEncoding (S : Nat) (cfg : TM2.Cfg Γ Λ σ) : ConfigBit Γ Λ σ S → Bool | .inl label => decide (cfg.l = label) | .inr i => inputEncoding S cfg.var cfg.stk i def resultExpr {ι : Type} {S : Nat} (bits : ResultBits ι Γ Λ σ S) : ConfigBit Γ Λ σ S → Expr ι | .inl label => bits.label label | .inr (.inl v) => bits.state v | .inr (.inr ⟨k, i, a⟩) => bits.cells k i a omit [DecidableEq K] [Fintype σ] [∀ stack, Fintype (Γ stack)] in theorem inputBits_realizes (S : Nat) (v : σ) (tapes : ∀ k, List (Γ k)) : (inputBits S).Realizes (inputEncoding S v tapes) v tapes := by exact ⟨fun _ => rfl, fun _ _ _ => rfl⟩ omit [DecidableEq K] [Fintype σ] [∀ stack, Fintype (Γ stack)] in theorem resultExpr_eval {ι : Type} {S : Nat} (bits : ResultBits ι Γ Λ σ S) (input : ι → Bool) (cfg : TM2.Cfg Γ Λ σ) (h : bits.Realizes input cfg) (bit : ConfigBit Γ Λ σ S) : (resultExpr bits bit).eval input = configEncoding S cfg bit := by rcases bit with label | (v | ⟨k, i, a⟩) · exact h.2 label · exact h.1.1 v · exact h.1.2 k i a noncomputable def transitionExpr (S : Nat) (stmt : TM2.Stmt Γ Λ σ) : ConfigBit Γ Λ σ S → Expr (InputBit Γ σ S) := resultExpr (compileAux stmt (inputBits S)) theorem transitionExpr_eval (S : Nat) (stmt : TM2.Stmt Γ Λ σ) (v : σ) (tapes : ∀ k, List (Γ k)) (safe : StatementSafe S stmt v tapes) (bit : ConfigBit Γ Λ σ S) : (transitionExpr S stmt bit).eval (inputEncoding S v tapes) = configEncoding S (TM2.stepAux stmt v tapes) bit := resultExpr_eval _ _ _ (compileAux_correct stmt _ _ v tapes safe (inputBits_realizes S v tapes)) bit noncomputable def outputCircuit [Fintype K] (S : Nat) (stmt : TM2.Stmt Γ Λ σ) (bit : ConfigBit Γ Λ σ S) : Circuit := (transitionExpr S stmt bit).circuit (Fintype.equivFin (InputBit Γ σ S)) theorem outputCircuit_eval [Fintype K] (S : Nat) (stmt : TM2.Stmt Γ Λ σ) (v : σ) (tapes : ∀ k, List (Γ k)) (safe : StatementSafe S stmt v tapes) (bit : ConfigBit Γ Λ σ S) : (outputCircuit S stmt bit).eval (fun i => inputEncoding S v tapes ((Fintype.equivFin (InputBit Γ σ S)).symm i)) = configEncoding S (TM2.stepAux stmt v tapes) bit := by have he := Expr.circuit_eval (Fintype.equivFin (InputBit Γ σ S)) (transitionExpr S stmt bit) (fun (i : Fin (Fintype.card (InputBit Γ σ S))) => inputEncoding S v tapes ((Fintype.equivFin (InputBit Γ σ S)).symm i)) apply he.trans simpa only [Equiv.symm_apply_apply] using transitionExpr_eval S stmt v tapes safe bit end Encoding variable {K : Type} {Γ : K → Type} {Λ σ ι : Type} variable [DecidableEq K] [Fintype σ] [DecidableEq σ] variable [∀ k, Fintype (Γ k)] [∀ k, DecidableEq (Γ k)] [DecidableEq Λ] def DataBits.Bounded {S : Nat} (bits : DataBits ι Γ σ S) (C : Nat) : Prop := (∀ v, (bits.state v).size ≤ C) ∧ ∀ k i a, (bits.cells k i a).size ≤ C def ResultBits.Bounded {S : Nat} (bits : ResultBits ι Γ Λ σ S) (C : Nat) : Prop := bits.toDataBits.Bounded C ∧ ∀ l, (bits.label l).size ≤ C theorem size_readBits_le {A : Type} [DecidableEq A] {S : Nat} (bits : Fin S → Option A → Expr ι) (C : Nat) (hC : 1 ≤ C) (h : ∀ i a, (bits i a).size ≤ C) (n : Nat) (a : Option A) : (readBits bits n a).size ≤ C := by unfold readBits split · exact h _ _ · exact hC noncomputable def unaryCost (σ : Type) [Fintype σ] (C : Nat) : Nat := Fintype.card σ * (C + 3) + 1 noncomputable def headCost (σ A : Type) [Fintype σ] [Fintype A] (C : Nat) : Nat := (Fintype.card σ * Fintype.card (Option A)) * (2 * C + 4) + 1 noncomputable def statementCost : TM2.Stmt Γ Λ σ → Nat → Nat | .push _ _ next, C => statementCost next (max C (unaryCost σ C)) | .peek k _ next, C => statementCost next (max C (headCost σ (Γ k) C)) | .pop k _ next, C => statementCost next (max C (headCost σ (Γ k) C)) | .load _ next, C => statementCost next (max C (unaryCost σ C)) | .branch _ yes no, C => 2 * unaryCost σ C + statementCost yes C + statementCost no C + 4 | .goto _, C => max C (unaryCost σ C) | .halt, C => max C 1 omit [DecidableEq σ] [∀ stack, Fintype (Γ stack)] in theorem pushBits_bounded {S : Nat} (bits : DataBits ι Γ σ S) (C : Nat) (h : bits.Bounded C) (k : K) (f : σ → Γ k) : (pushBits bits k f).Bounded (max C (unaryCost σ C)) := by refine ⟨fun v => (h.1 v).trans (Nat.le_max_left _ _), ?_⟩ intro j i a by_cases hj : j = k · subst j simp only [pushBits, Function.update_self] split · exact (size_table_le _ _ _ C h.1).trans (Nat.le_max_right _ _) · exact (h.2 _ _ _).trans (Nat.le_max_left _ _) · simpa only [pushBits, Function.update_of_ne hj] using (h.2 j i a).trans (Nat.le_max_left C (unaryCost σ C)) omit [DecidableEq K] in theorem peekBits_bounded {S : Nat} (bits : DataBits ι Γ σ S) (C : Nat) (hC : 1 ≤ C) (h : bits.Bounded C) (k : K) (f : σ → Option (Γ k) → σ) : (peekBits bits k f).Bounded (max C (headCost σ (Γ k) C)) := by refine ⟨?_, fun j i a => (h.2 j i a).trans (Nat.le_max_left _ _)⟩ intro v exact (size_table₂_le _ _ _ v C h.1 (fun a => size_readBits_le _ C hC (h.2 k) 0 a)).trans (Nat.le_max_right _ _) theorem popBits_bounded {S : Nat} (bits : DataBits ι Γ σ S) (C : Nat) (hC : 1 ≤ C) (h : bits.Bounded C) (k : K) (f : σ → Option (Γ k) → σ) : (popBits bits k f).Bounded (max C (headCost σ (Γ k) C)) := by refine ⟨(peekBits_bounded bits C hC h k f).1, ?_⟩ intro j i a by_cases hj : j = k · subst j simpa only [popBits, Function.update_self] using (size_readBits_le _ C hC (h.2 k) (i.val + 1) a).trans (Nat.le_max_left C (headCost σ (Γ k) C)) · simpa only [popBits, Function.update_of_ne hj] using (h.2 j i a).trans (Nat.le_max_left C (headCost σ (Γ k) C)) omit [DecidableEq K] [∀ stack, Fintype (Γ stack)] [∀ stack, DecidableEq (Γ stack)] in theorem loadBits_bounded {S : Nat} (bits : DataBits ι Γ σ S) (C : Nat) (h : bits.Bounded C) (f : σ → σ) : (loadBits bits f).Bounded (max C (unaryCost σ C)) := by exact ⟨fun v => (size_table_le f bits.state v C h.1).trans (Nat.le_max_right _ _), fun k i a => (h.2 k i a).trans (Nat.le_max_left _ _)⟩ omit [DecidableEq K] [Fintype σ] [DecidableEq σ] [∀ stack, Fintype (Γ stack)] [∀ stack, DecidableEq (Γ stack)] [DecidableEq Λ] in theorem muxResult_bounded {S : Nat} (condition : Expr ι) (yes no : ResultBits ι Γ Λ σ S) (G Y N : Nat) (hc : condition.size ≤ G) (hy : yes.Bounded Y) (hn : no.Bounded N) : (muxResult condition yes no).Bounded (2 * G + Y + N + 4) := by have hm (x y : Expr ι) (hx : x.size ≤ Y) (hy : y.size ≤ N) : (Expr.mux condition x y).size ≤ 2 * G + Y + N + 4 := by simp only [Expr.mux, Expr.size] omega exact ⟨⟨fun v => hm _ _ (hy.1.1 v) (hn.1.1 v), fun k i a => hm _ _ (hy.1.2 k i a) (hn.1.2 k i a)⟩, fun l => hm _ _ (hy.2 l) (hn.2 l)⟩ theorem compileAux_bounded {S : Nat} (stmt : TM2.Stmt Γ Λ σ) (bits : DataBits ι Γ σ S) (C : Nat) (hC : 1 ≤ C) (h : bits.Bounded C) : (compileAux stmt bits).Bounded (statementCost stmt C) := by induction stmt generalizing bits C with | push k f next ih => exact ih _ _ (hC.trans (Nat.le_max_left _ _)) (pushBits_bounded bits C h k f) | peek k f next ih => exact ih _ _ (hC.trans (Nat.le_max_left _ _)) (peekBits_bounded bits C hC h k f) | pop k f next ih => exact ih _ _ (hC.trans (Nat.le_max_left _ _)) (popBits_bounded bits C hC h k f) | load f next ih => exact ih _ _ (hC.trans (Nat.le_max_left _ _)) (loadBits_bounded bits C h f) | branch guard yes no ihy ihn => exact muxResult_bounded _ _ _ _ _ _ (size_table_le guard bits.state true C h.1) (ihy bits C hC h) (ihn bits C hC h) | goto label => exact ⟨⟨fun v => (h.1 v).trans (Nat.le_max_left _ _), fun k i a => (h.2 k i a).trans (Nat.le_max_left _ _)⟩, fun l => (size_table_le _ _ l C h.1).trans (Nat.le_max_right _ _)⟩ | halt => exact ⟨⟨fun v => (h.1 v).trans (Nat.le_max_left _ _), fun k i a => (h.2 k i a).trans (Nat.le_max_left _ _)⟩, fun _ => Nat.le_max_right _ _⟩ theorem transitionExpr_size_le (S : Nat) (stmt : TM2.Stmt Γ Λ σ) (bit : ConfigBit Γ Λ σ S) : (transitionExpr S stmt bit).size ≤ statementCost stmt 1 := by have h := compileAux_bounded stmt (inputBits S) 1 (by decide) ⟨fun _ => Nat.le_refl _, fun _ _ _ => Nat.le_refl _⟩ rcases bit with label | (v | ⟨k, i, a⟩) · exact h.2 label · exact h.1.1 v · exact h.1.2 k i a theorem outputCircuit_gates_le [Fintype K] (S : Nat) (stmt : TM2.Stmt Γ Λ σ) (bit : ConfigBit Γ Λ σ S) : (outputCircuit S stmt bit).gates.length ≤ statementCost stmt 1 := by simpa only [outputCircuit, Expr.circuit, Expr.gates_length] using transitionExpr_size_le S stmt bit end BinPackingGames.Foundations.Complexity.CookLevin.StatementCircuit namespace BinPackingGames.Foundations.Complexity.CookLevin.ConfigIndex open StatementCircuit variable {K : Type} (Γ : K → Type) (Λ σ : Type) abbrev SymbolBit := Σ k, Option (Γ k) structure Indexing where labelCount : Nat stateCount : Nat symbolCount : Nat labels : Option Λ ≃ Fin labelCount states : σ ≃ Fin stateCount symbols : SymbolBit Γ ≃ Fin symbolCount variable {Γ Λ σ} def Indexing.width (indexing : Indexing Γ Λ σ) (S : Nat) : Nat := indexing.labelCount + indexing.stateCount + S * indexing.symbolCount def cellReorder (S : Nat) : (Σ k, Fin S × Option (Γ k)) ≃ (Fin S × SymbolBit Γ) where toFun cell := (cell.2.1, ⟨cell.1, cell.2.2⟩) invFun cell := ⟨cell.2.1, cell.1, cell.2.2⟩ left_inv cell := by rcases cell with ⟨k, i, a⟩; rfl right_inv cell := by rcases cell with ⟨i, k, a⟩; rfl def Indexing.configIndexEquiv (indexing : Indexing Γ Λ σ) (S : Nat) : ConfigBit Γ Λ σ S ≃ Fin (indexing.width S) := (Equiv.sumCongr indexing.labels (Equiv.sumCongr indexing.states ((cellReorder S).trans ((Equiv.prodCongr (Equiv.refl (Fin S)) indexing.symbols).trans finProdFinEquiv)))).trans ((Equiv.sumAssoc (Fin indexing.labelCount) (Fin indexing.stateCount) (Fin (S * indexing.symbolCount))).symm.trans ((Equiv.sumCongr finSumFinEquiv (Equiv.refl (Fin (S * indexing.symbolCount)))).trans finSumFinEquiv)) @[simp] theorem Indexing.configIndex_label (indexing : Indexing Γ Λ σ) (S : Nat) (label : Option Λ) : (indexing.configIndexEquiv S (.inl label)).val = (indexing.labels label).val := by rfl @[simp] theorem Indexing.configIndex_state (indexing : Indexing Γ Λ σ) (S : Nat) (state : σ) : (indexing.configIndexEquiv S (.inr (.inl state))).val = indexing.labelCount + (indexing.states state).val := by rfl @[simp] theorem Indexing.configIndex_cell (indexing : Indexing Γ Λ σ) (S : Nat) (k : K) (i : Fin S) (symbol : Option (Γ k)) : (indexing.configIndexEquiv S (.inr (.inr ⟨k, i, symbol⟩))).val = indexing.labelCount + indexing.stateCount + i.val * indexing.symbolCount + (indexing.symbols ⟨k, symbol⟩).val := by change indexing.labelCount + indexing.stateCount + ((indexing.symbols ⟨k, symbol⟩).val + indexing.symbolCount * i.val) = _ rw [Nat.mul_comm indexing.symbolCount i.val] omega noncomputable def ofMachine (machine : Turing.FinTM2) [∀ k, Fintype (machine.Γ k)] : Indexing machine.Γ machine.Λ machine.σ := by letI := machine.kFin letI := machine.ΛFin letI := machine.σFin exact { labelCount := Fintype.card (Option machine.Λ) stateCount := Fintype.card machine.σ symbolCount := Fintype.card (SymbolBit machine.Γ) labels := Fintype.equivFin (Option machine.Λ) states := Fintype.equivFin machine.σ symbols := Fintype.equivFin (SymbolBit machine.Γ) } end BinPackingGames.Foundations.Complexity.CookLevin.ConfigIndex end OAI