import OAI.Computability.Superstring.Iteration namespace OAI namespace Superstring.BitCode namespace Steps theorem terminal_unique {K L : Type} [DecidableEq K] {code : L → Instr K (Option L)} {c : Option L × Store K} {n m : ℕ} {s t : Store K} (h : Steps code c n (none, s)) (g : Steps code c m (none, t)) : s = t := by induction n generalizing c m s t with | zero => cases h; cases g; rfl | succ n ih => cases h with | step l u h => cases g with | step _ _ g => exact ih h g end Steps namespace Block theorem Exec.deterministic {K : Type} [DecidableEq K] {b : Block K} {r s t : Store K} {n m : ℕ} (h : b.Exec r s n) (g : b.Exec r t m) : s = t := Steps.terminal_unique (exec_steps h) (exec_steps g) end Block theorem Parses.separate {α : Type} {e : α → List Bool} (hp : Parses e) {a b : α} {x y : List Bool} (he : e a ++ x = e b ++ y) : e a = e b ∧ x = y := by obtain ⟨K, inst, code, c, hc⟩ := hp obtain ⟨n, _, ha⟩ := hc a x [] obtain ⟨m, _, hb⟩ := hc b y [] rw [he] at ha have hh := ha.deterministic hb have hx := congrFun hh inputPort have ho := congrFun hh outputPort change x = y at hx change (e a).reverse ++ [] = (e b).reverse ++ [] at ho simp only [List.append_nil] at ho exact ⟨List.reverse_injective ho, hx⟩ class Coded (α : Type) where code : α → List Bool parses : Parses code injective : Function.Injective code abbrev bits {α : Type} [Coded α] : α → List Bool := Coded.code abbrev bitSize {α : Type} [Coded α] (a : α) := (bits a).length def Poly {α β : Type} [Coded α] [Coded β] (f : α → β) : Prop := RunsInPolyTime bits bits f instance codedBool : Coded Bool where code b := [b] parses := Parses.bit injective := by intro a b h; exact List.singleton_injective h instance codedUnit : Coded Unit where code _ := [] parses := Parses.const [] injective := fun _ _ _ => Subsingleton.elim _ _ instance codedNat : Coded ℕ where code := natCode parses := Parses.nat injective := by intro a b h have hh := congrArg List.length h simp only [length_natCode] at hh omega instance codedProd {α β : Type} [Coded α] [Coded β] : Coded (α × β) where code p := bits p.1 ++ bits p.2 parses := Coded.parses.prod Coded.parses injective := by intro a b h obtain ⟨hh, ht⟩ := Coded.parses.separate h exact Prod.ext (Coded.injective hh) (Coded.injective ht) instance codedList {α : Type} [Coded α] : Coded (List α) where code := listCode bits parses := Coded.parses.list injective := by intro a b h induction a generalizing b with | nil => cases b with | nil => rfl | cons b bs => simp only [listCode, List.cons.injEq, Bool.true_eq_false, false_and] at h | cons a as ih => cases b with | nil => simp only [listCode, List.cons.injEq, Bool.false_eq_true, false_and] at h | cons b bs => have he : bits a ++ listCode bits as = bits b ++ listCode bits bs := List.cons.inj h |>.2 obtain ⟨ha, ht⟩ := Coded.parses.separate he exact congrArg₂ List.cons (Coded.injective ha) (ih ht) @[simp] theorem bits_bool (b : Bool) : bits b = [b] := rfl @[simp] theorem bits_unit (u : Unit) : bits u = [] := rfl @[simp] theorem bits_nat (n : ℕ) : bits n = natCode n := rfl @[simp] theorem bits_prod {α β : Type} [Coded α] [Coded β] (a : α) (b : β) : bits (a, b) = bits a ++ bits b := rfl @[simp] theorem bits_nil {α : Type} [Coded α] : bits ([] : List α) = [true] := rfl @[simp] theorem bits_cons {α : Type} [Coded α] (a : α) (as : List α) : bits (a :: as) = false :: (bits a ++ bits as) := rfl @[simp] theorem bitSize_nat (n : ℕ) : bitSize n = n + 1 := length_natCode n @[simp] theorem bitSize_prod {α β : Type} [Coded α] [Coded β] (a : α) (b : β) : bitSize (a, b) = bitSize a + bitSize b := List.length_append @[simp] theorem bitSize_nil {α : Type} [Coded α] : bitSize ([] : List α) = 1 := rfl @[simp] theorem bitSize_cons {α : Type} [Coded α] (a : α) (as : List α) : bitSize (a :: as) = 1 + bitSize a + bitSize as := by simp only [bitSize, bits_cons, List.length_cons, List.length_append]; omega theorem length_le_bitSize {α : Type} [Coded α] (as : List α) : as.length + 1 ≤ bitSize as := by induction as with | nil => simp | cons a as ih => simp only [bitSize_cons, List.length_cons]; omega namespace Poly variable {α β γ δ : Type} [Coded α] [Coded β] [Coded γ] [Coded δ] theorem id : Poly (_root_.id : α → α) := RunsInPolyTime.id bits theorem const (b : β) : Poly (fun _ : α => b) := RunsInPolyTime.const bits bits b theorem comp {f : α → β} {g : β → γ} (hg : Poly g) (hf : Poly f) : Poly (g ∘ f) := RunsInPolyTime.comp hg hf theorem pair {f : α → β} {g : α → γ} (hf : Poly f) (hg : Poly g) : Poly (fun a => (f a, g a)) := RunsInPolyTime.pair hf hg theorem fst : Poly (Prod.fst : α × β → α) := RunsInPolyTime.fst bits Coded.parses theorem snd : Poly (Prod.snd : α × β → β) := RunsInPolyTime.snd bits Coded.parses theorem cons : Poly (fun p : α × List α => p.1 :: p.2) := RunsInPolyTime.cons bits theorem ite {p : α → Bool} {f g : α → β} (hp : Poly p) (hf : Poly f) (hg : Poly g) : Poly (fun a => if p a then f a else g a) := by have hb := RunsInPolyTime.boolCase hf hg have hp' := hp.pair (id : Poly (_root_.id : α → α)) exact hb.comp hp' theorem iterate {f : α → α} (hf : Poly f) (R : Polynomial ℕ) (hs : ∀ n a j, j < n → bitSize (f^[j] a) ≤ R.eval (bitSize (n, a))) : Poly (fun p : ℕ × α => f^[p.1] p.2) := RunsInPolyTime.iterate hf R hs theorem output_size {f : α → β} (hf : Poly f) : ∃ P : Polynomial ℕ, ∀ a, bitSize (f a) ≤ P.eval (bitSize a) := RunsInPolyTime.output_length hf end Poly end Superstring.BitCode namespace Superstring.BitCode def sumCode {α β : Type} (ea : α → List Bool) (eb : β → List Bool) : α ⊕ β → List Bool | .inl a => false :: ea a | .inr b => true :: eb b theorem Parses.sum {α β : Type} {ea : α → List Bool} {eb : β → List Bool} (ha : Parses ea) (hz : Parses eb) : Parses (sumCode ea eb) := by obtain ⟨K, instK, b, c, hb⟩ := ha obtain ⟨L, instL, d, e, hd⟩ := hz let left : Block (Ports (K ⊕ L)) := b.rename (Sum.map _root_.id Sum.inl) let right : Block (Ports (K ⊕ L)) := d.rename (Sum.map _root_.id Sum.inr) let code : Block (Ports (K ⊕ L)) := .branch inputPort .skip (.seq (Block.readBit inputPort outputPort) left) (.seq (Block.readBit inputPort outputPort) right) refine ⟨K ⊕ L, inferInstance, code, c + e + 4, ?_⟩ intro a tail acc cases a with | inl a => obtain ⟨n, hn, hh⟩ := hb a tail (false :: acc) have hrun := hh.ports (Sum.inl : K → K ⊕ L) Sum.inl_injective (fun _ => []) (fun _ => rfl) have hread := Block.readBit_exec false (ea a ++ tail) acc (fun _ : K ⊕ L => []) have he := Block.Exec.branch_false (k := (inputPort : Ports (K ⊕ L))) (a := Block.skip) (c := .seq (Block.readBit inputPort outputPort) right) rfl (Block.Exec.seq hread hrun) refine ⟨3 + n + 1, ?_, ?_⟩ · simp only [sumCode, List.length_cons]; nlinarith · simpa only [sumCode, List.cons_append, List.reverse_cons, List.append_assoc, List.singleton_append, List.nil_append, pairStore] using he | inr a => obtain ⟨n, hn, hh⟩ := hd a tail (true :: acc) have hrun := hh.ports (Sum.inr : L → K ⊕ L) Sum.inr_injective (fun _ => []) (fun _ => rfl) have hread := Block.readBit_exec true (eb a ++ tail) acc (fun _ : K ⊕ L => []) have he := Block.Exec.branch_true (k := (inputPort : Ports (K ⊕ L))) (a := Block.skip) (b := .seq (Block.readBit inputPort outputPort) left) rfl (Block.Exec.seq hread hrun) refine ⟨3 + n + 1, ?_, ?_⟩ · simp only [sumCode, List.length_cons]; nlinarith · simpa only [sumCode, List.cons_append, List.reverse_cons, List.append_assoc, List.singleton_append, List.nil_append, pairStore] using he instance codedSum {α β : Type} [Coded α] [Coded β] : Coded (α ⊕ β) where code := sumCode bits bits parses := Coded.parses.sum Coded.parses injective := by intro a b h cases a with | inl a => cases b with | inl b => exact congrArg Sum.inl (Coded.injective (List.cons.inj h).2) | inr b => simp only [sumCode, List.cons.injEq, Bool.false_eq_true, false_and] at h | inr a => cases b with | inl b => simp only [sumCode, List.cons.injEq, Bool.true_eq_false, false_and] at h | inr b => exact congrArg Sum.inr (Coded.injective (List.cons.inj h).2) @[simp] theorem bits_inl {α β : Type} [Coded α] [Coded β] (a : α) : bits (Sum.inl a : α ⊕ β) = false :: bits a := rfl @[simp] theorem bits_inr {α β : Type} [Coded α] [Coded β] (b : β) : bits (Sum.inr b : α ⊕ β) = true :: bits b := rfl namespace Poly theorem sumCases {α β γ : Type} [Coded α] [Coded β] [Coded γ] {f : α → γ} {g : β → γ} (hf : Poly f) (hg : Poly g) : Poly (Sum.elim f g) := by obtain ⟨K, instK, b, P, hb⟩ := hf.canonical obtain ⟨L, instL, c, Q, hc⟩ := hg.canonical let bf : Block (Workspace (K ⊕ L)) := b.rename (Sum.map _root_.id Sum.inl) let bt : Block (Workspace (K ⊕ L)) := c.rename (Sum.map _root_.id Sum.inr) let code : Block (Workspace (K ⊕ L)) := .branch workPort .skip (.seq (.pop workPort) bf) (.seq (.pop workPort) bt) refine ⟨Workspace (K ⊕ L), inferInstance, workPort, workPort, code, P + Q + 2, ?_⟩ intro a have hpop (v : Bool) (w : List Bool) : Block.Exec (.pop workPort) (workStore (v :: w) (fun _ : K ⊕ L => [])) (workStore w (fun _ : K ⊕ L => [])) 1 := by have he : Function.update (fun _ : Unit => v :: w) () w = fun _ : Unit => w := by funext k; cases k; simp simpa only [workStore, workPort, Sum.elim_inl, List.tail_cons, Block.update_left, he] using Block.Exec.pop (workPort : Workspace (K ⊕ L)) (workStore (v :: w) (fun _ : K ⊕ L => [])) cases a with | inl a => obtain ⟨n, hn, hh⟩ := hb a have hrun := hh.workspace (Sum.inl : K → K ⊕ L) Sum.inl_injective (fun _ => []) (fun _ => rfl) have he := Block.Exec.branch_false (k := (workPort : Workspace (K ⊕ L))) (a := Block.skip) (c := .seq (.pop workPort) bt) rfl (Block.Exec.seq (hpop false (bits a)) hrun) refine ⟨1 + n + 1, ?_, ?_⟩ · have hp : P.eval (bits a).length ≤ P.eval (false :: bits a).length := eval_mono_nat P (by simp) simp only [bits_inl, Polynomial.eval_add, Polynomial.eval_ofNat] omega · simpa only [workStore_single, bits_inl, Sum.elim_inl] using he | inr a => obtain ⟨n, hn, hh⟩ := hc a have hrun := hh.workspace (Sum.inr : L → K ⊕ L) Sum.inr_injective (fun _ => []) (fun _ => rfl) have he := Block.Exec.branch_true (k := (workPort : Workspace (K ⊕ L))) (a := Block.skip) (b := .seq (.pop workPort) bf) rfl (Block.Exec.seq (hpop true (bits a)) hrun) refine ⟨1 + n + 1, ?_, ?_⟩ · have hq : Q.eval (bits a).length ≤ Q.eval (true :: bits a).length := eval_mono_nat Q (by simp) simp only [bits_inr, Polynomial.eval_add, Polynomial.eval_ofNat] omega · simpa only [workStore_single, bits_inr, Sum.elim_inr] using he /-- Merely changing a typed view of the SAME input bits does not execute the view function. This is used only with an explicit encoding equality below. -/ theorem reencode {α β γ : Type} [Coded α] [Coded β] [Coded γ] {f : β → γ} (hf : Poly f) (r : α → β) (he : ∀ a, bits (r a) = bits a) : Poly (f ∘ r) := by obtain ⟨K, inst, i, o, b, P, hb⟩ := hf refine ⟨K, inst, i, o, b, P, ?_⟩ intro a simpa only [he, Function.comp_apply] using hb (r a) /-- One-step list destructor, implemented only by the leading spine marker. The nonempty branch receives exactly the head followed by the encoded tail. -/ theorem listCases {α β : Type} [Coded α] [Coded β] (z : β) {f : α × List α → β} (hf : Poly f) : Poly (fun xs : List α => match xs with | [] => z | x :: xs => f (x, xs)) := by let view : List α → (α × List α) ⊕ Unit | [] => .inr () | x :: xs => .inl (x, xs) have he (xs : List α) : bits (view xs) = bits xs := by cases xs <;> rfl convert (hf.sumCases (const z : Poly (fun _ : Unit => z))).reencode view he using 1 funext xs; cases xs <;> rfl theorem tail {α : Type} [Coded α] : Poly (List.tail : List α → List α) := listCases [] snd theorem headD {α : Type} [Coded α] (z : α) : Poly (fun xs : List α => xs.headD z) := by convert listCases z (fst : Poly (Prod.fst : α × List α → α)) using 1 funext xs; cases xs <;> rfl theorem isEmpty {α : Type} [Coded α] : Poly (List.isEmpty : List α → Bool) := listCases true (const false) end Poly end Superstring.BitCode namespace Superstring.BitCode namespace Block def countBits {K : Type} (i o : K) : Block K := .loop i (.seq (.pop i) (.push o false)) theorem countBits_exec {K : Type} [DecidableEq K] (w : List Bool) (j : ℕ) (z : Store K) : (countBits inputPort outputPort).Exec (portStore w (natCode j) z) (portStore [] (natCode (w.length + j)) z) (3 * w.length + 1) := by induction w generalizing j with | nil => simpa [countBits] using (Exec.loop_nil (a := .seq (.pop inputPort) (.push outputPort false)) (rfl : portStore [] (natCode j) z inputPort = [])) | cons b w ih => have hp : Exec (.pop inputPort) (portStore (b :: w) (natCode j) z) (portStore w (natCode j) z) 1 := by simpa only [portStore_input, List.tail_cons, update_input] using Exec.pop inputPort (portStore (b :: w) (natCode j) z) have hq : Exec (.push outputPort false) (portStore w (natCode j) z) (portStore w (natCode (j + 1)) z) 1 := by simpa only [portStore_output, update_output, natCode] using Exec.push outputPort false (portStore w (natCode j) z) have he := Exec.loop_cons (show portStore (b :: w) (natCode j) z inputPort ≠ [] from List.cons_ne_nil _ _) (Exec.seq hp hq) (ih (j + 1)) simpa only [countBits, List.length_cons, show w.length + 1 + j = w.length + (j + 1) by omega, show 3 * (w.length + 1) + 1 = 1 + 1 + (3 * w.length + 1) + 1 by omega] using he end Block namespace Poly theorem size {α : Type} [Coded α] : Poly (bitSize : α → ℕ) := by let code : Block (Ports Unit) := .seq (.push outputPort true) (Block.countBits inputPort outputPort) refine ⟨Ports Unit, inferInstance, inputPort, outputPort, code, 3 * Polynomial.X + 2, ?_⟩ intro a have hp : Block.Exec (.push outputPort true) (pairStore (bits a) [] : Store (Ports Unit)) (pairStore (bits a) (natCode 0)) 1 := by simpa only [pairStore, portStore_output, update_output, natCode] using Block.Exec.push (outputPort : Ports Unit) true (pairStore (bits a) []) have he := Block.Exec.seq hp (Block.countBits_exec (bits a) 0 (fun _ : Unit => [])) refine ⟨1 + (3 * (bits a).length + 1), ?_, ?_⟩ · simp only [Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_ofNat, Polynomial.eval_X]; omega · have he' : code.Exec (pairStore (bits a) []) (pairStore [] (natCode (bits a).length)) (1 + (3 * (bits a).length + 1)) := by simpa only [code, pairStore, Nat.add_zero] using he change code.Exec (single inputPort (bits a)) (single outputPort (natCode (bits a).length)) _ simpa only [pairStore_input, pairStore_output] using he' theorem succ : Poly (Nat.succ : ℕ → ℕ) := by refine ⟨Unit, inferInstance, (), (), .push () false, 1, ?_⟩ intro a refine ⟨1, by simp, ?_⟩ have he : Function.update (single () (bits a)) () (false :: single () (bits a) ()) = single () (bits a.succ) := by funext k; cases k; simp [single, natCode] simpa only [he] using Block.Exec.push () false (single () (bits a)) theorem listCasesWith {α β γ : Type} [Coded α] [Coded β] [Coded γ] {z : β → γ} {f : α × (List α × β) → γ} (hz : Poly z) (hf : Poly f) : Poly (fun p : List α × β => match p.1 with | [] => z p.2 | x :: xs => f (x, xs, p.2)) := by let view : List α × β → (α × (List α × β)) ⊕ β | ([], b) => .inr b | (x :: xs, b) => .inl (x, xs, b) have he (p : List α × β) : bits (view p) = bits p := by rcases p with ⟨xs, b⟩; cases xs <;> simp only [view, bits_inl, bits_inr, bits_prod, bits_nil, bits_cons, List.nil_append, List.cons_append, List.append_assoc] convert (hf.sumCases hz).reencode view he using 1 funext p; rcases p with ⟨xs, b⟩; cases xs <;> rfl theorem natCasesWith {β γ : Type} [Coded β] [Coded γ] {z : β → γ} {f : ℕ × β → γ} (hz : Poly z) (hf : Poly f) : Poly (fun p : ℕ × β => match p.1 with | 0 => z p.2 | n + 1 => f (n, p.2)) := by let view : ℕ × β → (ℕ × β) ⊕ β | (0, b) => .inr b | (n + 1, b) => .inl (n, b) have he (p : ℕ × β) : bits (view p) = bits p := by rcases p with ⟨n, b⟩; cases n <;> simp only [view, bits_inl, bits_inr, bits_prod, bits_nat, natCode, List.nil_append, List.cons_append] convert (hf.sumCases hz).reencode view he using 1 funext p; rcases p with ⟨n, b⟩; cases n <;> rfl end Poly end Superstring.BitCode end OAI