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Sync from openai/math@faee2cf485a8 (part 13)
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import OAI.Computability.SpaceSimulation.StackMachine
namespace OAI
/-! Compilation of stack space-bounded algorithms to Turing machines. -/
namespace Fifths
namespace Tape
def packStack : List Bool → Tape (Option Bool)
| [] => init none
| b :: l =>
let t := packStack l
⟨t.pos + 1, Function.update t.sym (t.pos + 1) (some b)⟩
@[simp] theorem packStack_see (l : List Bool) : (packStack l).see = l.head? := by
cases l <;> simp [packStack, see, init]
theorem packStack_pos (l : List Bool) : (packStack l).pos = (l.length : ℤ) := by
induction l <;> simp [packStack, init, *]
theorem packStack_over (l : List Bool) (p : ℤ) (h : (packStack l).pos < p) :
(packStack l).sym p = none := by
induction l with
| nil => rfl
| cons b l ih =>
dsimp only [packStack] at h ⊢
rw [Function.update_of_ne (ne_of_gt h)]
apply ih; omega
end Tape
namespace StOp
abbrev Cell := Option Bool
/-- Empty has its head on a blank. All other heads read the top. -/
def first (o : StOp) (r : Cell) : WriteMove Cell := match o with
| keep => ⟨r,.N⟩
| push _ => ⟨r,.R⟩
| pop => ⟨none, if r.isSome then .L else .N⟩
def second (o : StOp) (r : Cell) : WriteMove Cell :=
⟨match o with | push b => some b | _ => r, .N⟩
def middle (l : List Bool) (o : StOp) : Tape Cell :=
(Tape.packStack l).perform (o.first l.head?)
theorem middle_pos (l : List Bool) (o : StOp) :
(middle l o).pos = ((o.apply l).length : ℤ) := by
cases o <;> cases l <;>
simp [middle, first, Tape.perform, Tape.packStack_pos, apply]
theorem second_middle (l : List Bool) (o : StOp) :
(middle l o).perform (o.second (middle l o).see) =
Tape.packStack (o.apply l) := by
open Tape in
have hs (t : Tape Cell) :
t.perform ⟨t.see, .N⟩ = t := by simp [perform, see]
cases o with
| keep =>
change (middle l _).perform ⟨_, .N⟩ = Tape.packStack l
rw [hs]
unfold middle
rw [← Tape.packStack_see]
exact hs _
| push b =>
unfold middle
rw [← Tape.packStack_see]
simp only [first, Tape.see, second, Tape.perform, Dir.delta, Function.update_eq_self,
add_zero, apply, Tape.packStack]
| pop =>
change (middle l _).perform ⟨_, .N⟩ = _
rw [hs]
cases l with
| nil =>
change (Tape.packStack []).perform ⟨(Tape.packStack []).see, .N⟩ = _
exact hs _
| cons b l =>
have h := Tape.packStack_over l ((Tape.packStack l).pos + 1) (by omega)
simp [middle, Tape.packStack, Tape.perform, first, apply, ← h]
end StOp
namespace SM
variable {X J K Y : Type} [Fintype K] (M : SM X J K Y)
def toTM : TM X J Y where
Q := M.Q ⊕ M.Q × (K → StOp)
K := K
W := fun _ => StOp.Cell
blank := fun _ => none
start := Sum.inl M.start
table := fun q r t =>
match q with
| .inl q =>
match M.table q r t with
| .inl y => .inl y
| .inr c => .inr
⟨Sum.inr (c.next, c.ops), c.advance, fun k => StOp.first (c.ops k) (t k)⟩
| .inr (q, ops) => .inr ⟨.inl q, {}, fun k => StOp.second (ops k) (t k)⟩
def encoded (s : M.Cfg) : M.toTM.Cfg :=
⟨Sum.inl s.1, s.2.ro, fun k => Tape.packStack (s.2.st k)⟩
def midCfg (i : Inputs X J) (s : M.Cfg) (a : SAction M.Q J K) : M.toTM.Cfg :=
⟨Sum.inr (a.next, a.ops), s.2.ro.walk i a.advance,
fun k => StOp.middle (s.2.st k) (a.ops k)⟩
def window (B : ℕ) : M.toTM.Window :=
⟨fun _ => 0, fun _ => B⟩
theorem toTM_step (i : Inputs X J) (w : M.Cfg) :
M.toTM.step i (M.encoded w) =
match M.table w.1 (w.2.ro.see i) w.2.see with
| Sum.inl y => Sum.inl y
| Sum.inr a => Sum.inr (M.midCfg i w a) := by
dsimp only [TM.step, toTM, encoded]
have h : (fun k => (Tape.packStack (w.2.st k)).see) = w.2.see := by
ext; simp [Store.see]
rw [h]
cases M.table w.1 (w.2.ro.see i) w.2.see with
| inl => rfl
| inr c =>
simp [midCfg, StOp.middle]
rfl
theorem toTM_mid (i : Inputs X J) (s : M.Cfg) (a : SAction M.Q J K) :
M.toTM.step i (M.midCfg i s a) =
Sum.inr (M.encoded (a.next, s.2.perform i a.toStChange)) := by
simp only [TM.step, midCfg, toTM, encoded, Readers.stationary, Store.perform,
StOp.second_middle]
theorem encoded_ok {s : M.Cfg} {B} (o : s.2.ok B) : (M.window B).ok (M.encoded s) := by
intro k
change -(0 : ℤ) ≤ (Tape.packStack _).pos ∧ (Tape.packStack (s.2.st k)).pos ≤ B
simp [Tape.packStack_pos, o k]
theorem mid_ok {s : M.Cfg} {i : Inputs X J} {a : SAction M.Q J K} {B}
(o : (s.2.perform i a.toStChange).ok B) :
(M.window B).ok (M.midCfg i s a) := by
intro k
change -(0 : ℤ) ≤ (StOp.middle _ _).pos ∧
(StOp.middle (s.2.st k) (a.ops k)).pos ≤ B
simp only [StOp.middle_pos]
have h : ((a.ops k).apply (s.2.st k)).length ≤ B := o k
omega
theorem toTM_run {i : Inputs X J} {B} {s t : M.Cfg} {y}
(e : M.Run i B s t y) :
Runs (M.toTM.step i) (M.window B).ok (M.encoded s) (M.encoded t) y := by
induction e with
| @stop s y o eqn =>
apply Runs.stop (M.encoded_ok o)
unfold step at eqn
cases h : M.table s.1 (s.2.ro.see i) s.2.see with
| inl => rw [toTM_step, h]; simpa [h] using eqn
| inr => rw [h] at eqn; contradiction
| @step s w t y o eqn tail ih =>
unfold step at eqn
cases h : M.table s.1 (s.2.ro.see i) s.2.see with
| inl => rw [h] at eqn; contradiction
| inr a =>
simp only [h, Sum.inr.injEq] at eqn
subst w
exact .step (M.encoded_ok o) (by rw [toTM_step, h])
(.step (M.mid_ok tail.startOk) (M.toTM_mid i s a) ih)
def multiplier : ℕ :=
∑ k : M.toTM.K, M.toTM.width k
theorem window_bits (B) : (M.window B).bits = M.multiplier * (B+1) := by
simp only [TM.Window.bits, window, zero_add, multiplier, Finset.sum_mul]; ac_rfl
theorem toTM_within {i : Inputs X J} {B} {t : Store J K} {y}
(e : M.Exec i B (.init (fun _ => [])) t y) :
M.toTM.Within i y (M.multiplier * (B+1)) := by
obtain ⟨q,e⟩ := e
exact ⟨M.window B, le_of_eq (M.window_bits B), _, M.toTM_run e⟩
end SM
end Fifths
end OAI