lean/OAI/Computability/BinPacking/Reductions/MachineSubstitution.lean

import OAI.Computability.BinPacking.Computation.PoweringMachineRow

namespace OAI

namespace BinPackingGames.Reduction.MachineSubstitution

open Turing

open BinPackingGames.Foundations.Complexity

section PushWord

variable {K Λ σ : Type} {Γ : K → Type} [DecidableEq K]

def pushWord (dst : K) : List (Γ dst) → TM2.Stmt Γ Λ σ → TM2.Stmt Γ Λ σ
  | [], continuation => continuation
  | symbol :: word, continuation =>
      .push dst (fun _ => symbol) (pushWord dst word continuation)

theorem stepAux_pushWord (dst : K) (word : List (Γ dst))
    (continuation : TM2.Stmt Γ Λ σ) (state : σ) (tapes : ∀ k, List (Γ k)) :
    TM2.stepAux (pushWord dst word continuation) state tapes =
      TM2.stepAux continuation state
        (Function.update tapes dst (word.reverse ++ tapes dst)) := by
  induction word generalizing tapes with
  | nil => simp [pushWord]
  | cons symbol word ih =>
    simp only [pushWord, TM2.stepAux]
    rw [ih]
    simp only [Function.update_self, Function.update_idem, List.reverse_cons,
      List.append_assoc, List.singleton_append]

omit [DecidableEq K] in
theorem statementPushBound_pushWord (dst : K) (word : List (Γ dst))
    (continuation : TM2.Stmt Γ Λ σ) :
    Runtime.statementPushBound (pushWord dst word continuation) =
      word.length + Runtime.statementPushBound continuation := by
  induction word with
  | nil => simp [pushWord]
  | cons symbol word ih =>
    simp only [pushWord, Runtime.statementPushBound, ih, List.length_cons]
    omega

end PushWord

def loop : TM2.Stmt (fun _ : Bool => Bool) (Option Bool) (Option Bool) :=
  .pop false (fun _ head => head)
    (.branch Option.isSome
      (.goto fun state => some (state.getD false))
      .halt)

def program (emit : Bool → List Bool) :
    Option Bool → TM2.Stmt (fun _ : Bool => Bool) (Option Bool) (Option Bool)
  | none => loop
  | some symbol => pushWord true (emit symbol) (.goto fun _ => none)

def machine (emit : Bool → List Bool) : FinTM2 where
  K := Bool
  k₀ := false
  k₁ := true
  Γ _ := Bool
  Λ := Option Bool
  main := none
  σ := Option Bool
  initialState := none
  m := program emit

def maxEmission (emit : Bool → List Bool) : Nat :=
  max (emit false).length (emit true).length

theorem statementPushBound_le (emit : Bool → List Bool) (label : Option Bool) :
    Runtime.statementPushBound (program emit label) ≤ maxEmission emit := by
  cases label with
  | none => simp [program, loop, Runtime.statementPushBound]
  | some symbol =>
    simp only [program, statementPushBound_pushWord, Runtime.statementPushBound, Nat.add_zero]
    cases symbol
    · exact Nat.le_max_left _ _
    · exact Nat.le_max_right _ _

theorem programPushBound_le (emit : Bool → List Bool) :
    Runtime.programPushBound (machine emit) ≤ maxEmission emit := by
  have allLabels (labels : List (Option Bool)) :
      Runtime.maxLabelPushes (program emit) labels ≤ maxEmission emit := by
    induction labels with
    | nil => exact Nat.zero_le _
    | cons label rest ih =>
      exact max_le (statementPushBound_le emit label) ih
  exact allLabels (machine emit).ΛFin.elems.toList

def tapeStacks (input output : List Bool) : Bool → List Bool :=
  fun side => if side then output else input

def running (emit : Bool → List Bool) (input output : List Bool) (state : Option Bool) :
    (machine emit).Cfg :=
  ⟨some none, state, tapeStacks input output⟩

def emitting (emit : Bool → List Bool) (symbol : Bool)
    (input output : List Bool) (state : Option Bool) : (machine emit).Cfg :=
  ⟨some (some symbol), state, tapeStacks input output⟩

def halted (emit : Bool → List Bool) (output : List Bool) : (machine emit).Cfg :=
  ⟨none, none, tapeStacks [] output⟩

private theorem update_input (input output replacement : List Bool) :
    Function.update (tapeStacks input output) false replacement = tapeStacks replacement output := by
  funext side
  cases side <;> simp [tapeStacks]

private theorem update_output (input output replacement : List Bool) :
    Function.update (tapeStacks input output) true replacement = tapeStacks input replacement := by
  funext side
  cases side <;> simp [tapeStacks]

theorem step_empty (emit : Bool → List Bool) (output : List Bool) (state : Option Bool) :
    (machine emit).step (running emit [] output state) = some (halted emit output) := by
  change some (TM2.stepAux loop state (tapeStacks [] output)) = some (halted emit output)
  simp [loop, TM2.stepAux, tapeStacks, halted]
  rw [update_input]
  rfl

theorem step_cons (emit : Bool → List Bool) (symbol : Bool)
    (input output : List Bool) (state : Option Bool) :
    (machine emit).step (running emit (symbol :: input) output state) =
      some (emitting emit symbol input output (some symbol)) := by
  change some (TM2.stepAux loop state (tapeStacks (symbol :: input) output)) = _
  simp [loop, TM2.stepAux, tapeStacks, emitting]
  rw [update_input]
  rfl

theorem step_emit (emit : Bool → List Bool) (symbol : Bool)
    (input output : List Bool) (state : Option Bool) :
    (machine emit).step (emitting emit symbol input output state) =
      some (running emit input ((emit symbol).reverse ++ output) state) := by
  change some (TM2.stepAux (pushWord true (emit symbol) (.goto fun _ => none))
    state (tapeStacks input output)) = _
  rw [stepAux_pushWord]
  simp only [TM2.stepAux]
  change some (⟨some none, state,
    Function.update (tapeStacks input output) true ((emit symbol).reverse ++ output)⟩ :
    (machine emit).Cfg) = _
  exact congrArg (fun tapes => some (⟨some none, state, tapes⟩ : (machine emit).Cfg))
    (update_output input output ((emit symbol).reverse ++ output))

def next (emit : Bool → List Bool) (configuration : Option (machine emit).Cfg) :
    Option (machine emit).Cfg :=
  configuration.bind (machine emit).step

theorem two_steps_cons (emit : Bool → List Bool) (symbol : Bool)
    (input output : List Bool) (state : Option Bool) :
    (next emit)^[2] (some (running emit (symbol :: input) output state)) =
      some (running emit input ((emit symbol).reverse ++ output) (some symbol)) := by
  change (machine emit).step (running emit (symbol :: input) output state) >>=
    (machine emit).step = _
  rw [step_cons]
  exact step_emit emit symbol input output (some symbol)

theorem substitution_steps (emit : Bool → List Bool)
    (input output : List Bool) (state : Option Bool) :
    (next emit)^[2 * input.length + 1] (some (running emit input output state)) =
      some (halted emit ((input.flatMap emit).reverse ++ output)) := by
  induction input generalizing output state with
  | nil =>
    simpa only [List.length_nil, Nat.mul_zero, Nat.zero_add, Function.iterate_one, next,
      Option.bind_some, List.flatMap_nil, List.reverse_nil, List.nil_append]
      using step_empty emit output state
  | cons symbol input ih =>
    rw [List.length_cons]
    rw [show 2 * (input.length + 1) + 1 = (2 * input.length + 1) + 2 by omega]
    rw [Function.iterate_add_apply, two_steps_cons, ih]
    simp only [List.flatMap_cons, List.reverse_append, List.append_assoc]

theorem initList_eq (emit : Bool → List Bool) (input : List Bool) :
    initList (machine emit) input = running emit input [] none := by
  unfold initList running
  congr 1
  funext side
  cases side <;> rfl

theorem haltList_eq (emit : Bool → List Bool) (output : List Bool) :
    haltList (machine emit) output = halted emit output := by
  unfold haltList halted
  congr 1

theorem substitution_init_steps (emit : Bool → List Bool) (input : List Bool) :
    (next emit)^[2 * input.length + 1] (some (initList (machine emit) input)) =
      some (haltList (machine emit) (input.flatMap emit).reverse) := by
  rw [initList_eq, haltList_eq]
  simpa only [List.append_nil] using substitution_steps emit input [] none

def outputsInTime (emit : Bool → List Bool) (input : List Bool) :
    TM2OutputsInTime (machine emit) input (some (input.flatMap emit).reverse)
      (2 * input.length + 1) where
  steps := 2 * input.length + 1
  evals_in_steps := substitution_init_steps emit input
  steps_le_m := Nat.le_refl _

@[simp] theorem outputsInTime_steps (emit : Bool → List Bool) (input : List Bool) :
    (outputsInTime emit input).steps = 2 * input.length + 1 := rfl

noncomputable def computableInPolyTime (emit : Bool → List Bool) :
    TM2ComputableInPolyTime (id : List Bool → List Bool) id
      (fun input => (input.flatMap emit).reverse) where
  tm := machine emit
  inputAlphabet := Equiv.refl Bool
  outputAlphabet := Equiv.refl Bool
  time := 2 * Polynomial.X + 1
  outputsFun input := by
    change TM2OutputsInTime (machine emit) (input.map id)
      (some ((input.flatMap emit).reverse.map id))
      ((2 * Polynomial.X + 1 : Polynomial Nat).eval input.length)
    have hi := @List.map_id ((machine emit).Γ (machine emit).k₀) input
    have ho := @List.map_id ((machine emit).Γ (machine emit).k₁) (input.flatMap emit).reverse
    rw [hi, ho]
    simpa only [Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_X,
      Polynomial.eval_ofNat, Polynomial.eval_one] using outputsInTime emit input

end BinPackingGames.Reduction.MachineSubstitution

end OAI