Datasets:

roseking
/

openAI-math-dataset

import Mathlib
import OAI.Computability.MaxCut.Machines.MachineFixedDivMod

namespace OAI

namespace MaxCutGames.Foundations.Complexity.MachineExpanderTable

open Turing
open PCP.ExpanderTables PCP.ExpanderRowControl

inductive ExtraTape
  | vertexCount | result
  deriving DecidableEq
protected abbrev ExtraTape.enumList : List ExtraTape := [.vertexCount, .result]
protected theorem ExtraTape.enumList_getElem?_ctorIdx_eq (x : ExtraTape) :
    ExtraTape.enumList[x.ctorIdx]? = some x := by
  cases x <;> rfl
protected theorem ExtraTape.enumList_nodup : ExtraTape.enumList.Nodup := by decide
instance : Fintype ExtraTape where
  elems := ⟨ExtraTape.enumList, ExtraTape.enumList_nodup⟩
  complete x := by cases x <;> decide

abbrev Tape := MachineExpanderRow.Tape ⊕ ExtraTape

abbrev Alphabet : Tape → Type :=
  MachineEmbedding.Alphabet (fun _ : MachineExpanderRow.Tape => Bool)
    (fun _ : ExtraTape => Bool)
instance alphabetFintype (tape : Tape) : Fintype (Alphabet tape) := by
  cases tape <;> exact inferInstanceAs (Fintype Bool)

inductive OuterLabel
  | initialize | vertexGuard | prepareRow | afterRow | reverseOutput | done
  deriving DecidableEq
protected abbrev OuterLabel.enumList : List OuterLabel := [.initialize, .vertexGuard,
  .prepareRow, .afterRow, .reverseOutput, .done]
protected theorem OuterLabel.enumList_getElem?_ctorIdx_eq (x : OuterLabel) :
    OuterLabel.enumList[x.ctorIdx]? = some x := by
  cases x <;> rfl
protected theorem OuterLabel.enumList_nodup : OuterLabel.enumList.Nodup := by decide
instance : Fintype OuterLabel where
  elems := ⟨OuterLabel.enumList, OuterLabel.enumList_nodup⟩
  complete x := by cases x <;> decide

abbrev Label (d : Nat) := MachineExpanderRow.Label d ⊕ OuterLabel
abbrev Position (d : Nat) := Fin (rowFactor d)
abbrev State (ρ : Type) (d : Nat) := MachineExpanderRow.State ρ d × Position d
abbrev RowStatePrefix (ρ : Type) (d : Nat) :=
  (MachineExpanderRow.Ambient ρ d × Fin (degree d)) × Unit

/-- Static movement of the bit register to the last product coordinate. -/
def guardStates (ρ : Type) (d : Nat) :
    ((RowStatePrefix ρ d × Position d) × Option Bool) ≃ State ρ d where
  toFun s := ((s.1.1, s.2), s.1.2)
  invFun s := ((s.1.1, s.2), s.1.2)
  left_inv := by rintro ⟨⟨a, p⟩, b⟩; rfl
  right_inv := by rintro ⟨⟨a, b⟩, p⟩; rfl

@[simp] theorem guardStates_apply (ρ : Type) (d : Nat)
    (s : (RowStatePrefix ρ d × Position d) × Option Bool) :
    guardStates ρ d s = ((s.1.1, s.2), s.1.2) := rfl

@[simp] theorem guardStates_symm_apply (ρ : Type) (d : Nat) (s : State ρ d) :
    (guardStates ρ d).symm s = ((s.1.1, s.2), s.1.2) := rfl

theorem rowFactor_pos {d : Nat} (positive : 0 < d) : 0 < rowFactor d := by
  have hq : 0 < degree d := Nat.mul_pos positive positive
  exact Nat.mul_pos (Nat.mul_pos hq hq) hq

def zeroPosition {d : Nat} (positive : 0 < d) : Position d :=
  ⟨0, rowFactor_pos positive⟩

def nextPosition {d : Nat} (positive : 0 < d) (p : Position d) : Position d :=
  ⟨(p.val + 1) % rowFactor d, Nat.mod_lt _ (rowFactor_pos positive)⟩

def positionPair {d : Nat} (p : Position d) : Fin (cloudSize d) × Fin (degree d) :=
  (rowIndex (cloudSize d) (degree d)).symm p

def caller {ρ : Type} {d : Nat} (s : State ρ d) : ρ := s.1.1.1.1.1

/-- A fresh row call, with its residue and bit register reset. -/
def boundaryState {ρ : Type} {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (ambient : ρ) (p : Position d) : State ρ d :=
  (MachineExpanderRow.divisionState positive ambient
    (start H (positionPair p).1 (positionPair p).2) none, p)

def initialState {ρ : Type} {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (ambient : ρ) : State ρ d :=
  boundaryState positive H ambient (zeroPosition positive)

def prepareState {ρ : Type} {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (s : State ρ d) : State ρ d :=
  boundaryState positive H (caller s) s.2

def resetState {ρ : Type} {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (s : State ρ d) : State ρ d :=
  initialState positive H (caller s)

def clearRegister {ρ : Type} {d : Nat} (s : State ρ d) : State ρ d :=
  ((s.1.1, none), s.2)

def advancePositionState {ρ : Type} {d : Nat} (positive : 0 < d)
    (s : State ρ d) : State ρ d := (s.1, nextPosition positive s.2)

def resetPositionState {ρ : Type} {d : Nat} (positive : 0 < d)
    (s : State ρ d) : State ρ d := (s.1, zeroPosition positive)

/-- The unary guard specialized to the concrete extra tape. The zero delimiter
is retained; both branches clear the bit register. Its dependent alphabet is
the same alphabet used by the embedded row program. -/
def vertexGuardCore {ρ : Type} {d : Nat} :
    TM2.Stmt Alphabet (Label d) ((RowStatePrefix ρ d × Position d) × Option Bool) :=
  .peek (.inr .vertexCount) (fun s head => (s.1, head))
    (.branch (fun s => s.2.getD false)
      (.pop (.inr .vertexCount) (fun s _ => (s.1, none))
        (.goto fun _ => .inr .prepareRow))
      (.load (fun s => (s.1, none)) (.goto fun _ => .inr .reverseOutput)))

variable {ρ : Type} [Fintype ρ]

/-- Actual statements for the table loop. No unbounded natural number is
stored in the state or evaluated by a state-update function. -/
def outerStatement {d : Nat} (positive : 0 < d) (H : Table (cloudSize d) d) :
    OuterLabel → TM2.Stmt Alphabet (Label d) (State ρ d)
  | .initialize =>
    .push (.inl .inputVertex) (fun _ => false)
      (.load (resetState positive H) (.goto fun _ => .inr .vertexGuard))
  | .vertexGuard => MachineControl.statement id (guardStates ρ d) vertexGuardCore
  | .prepareRow =>
    .load (prepareState positive H) (.goto fun _ => .inl .initialize)
  | .afterRow =>
    .branch (fun s => decide (s.2.val + 1 < rowFactor d))
      (.load (advancePositionState positive) (.goto fun _ => .inr .prepareRow))
      (.push (.inl .inputVertex) (fun _ => true)
        (.load (resetPositionState positive) (.goto fun _ => .inr .vertexGuard)))
  | .reverseOutput =>
    MachineControl.statement id (guardStates ρ d)
      (Reduction.MachineTransfer.loopAt (Γ := Alphabet) (Λ := Label d)
        (σ := RowStatePrefix ρ d × Position d) (.inl .output) (.inr .result) id false
        (.inr .reverseOutput) (some (.inr .done)))
  | .done => .halt

def rowReturn (d : Nat) : Option (Label d) := some (.inr .afterRow)

/-- The complete finite program. The vertex count is supplied on a tape,
while the small table and all finite control types depend only on fixed `d`. -/
def program {d : Nat} (positive : 0 < d) (H : Table (cloudSize d) d) :
    Label d → TM2.Stmt Alphabet (Label d) (State ρ d) :=
  MachineEmbedding.program (rowReturn d) (MachineExpanderRow.program positive H)
    (outerStatement positive H)

@[simp] theorem program_row {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (label : MachineExpanderRow.Label d) :
    program (ρ := ρ) positive H (.inl label) =
      MachineEmbedding.statement (rowReturn d)
        (MachineExpanderRow.program positive H label) := rfl

@[simp] theorem program_outer {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (label : OuterLabel) :
    program (ρ := ρ) positive H (.inr label) = outerStatement positive H label := rfl

/-- Every transition of an actual row run embeds with its original cost,
preserving the position and both extra tapes, including its return jump. -/
def rowExecution {d : Nat} (positive : 0 < d) (H : Table (cloudSize d) d)
    (position : Position d) (extra : ExtraTape → List Bool)
    {a b : TM2.Cfg (fun _ : MachineExpanderRow.Tape => Bool)
      (MachineExpanderRow.Label d) (MachineExpanderRow.State ρ d)} {budget : Nat}
    (execution : StateTransition.EvalsToInTime
      (TM2.step (MachineExpanderRow.program positive H)) a (some b) budget) :
    StateTransition.EvalsToInTime (TM2.step (program positive H))
      (MachineEmbedding.configuration (rowReturn d) position extra a)
      (some (MachineEmbedding.configuration (rowReturn d) position extra b)) budget :=
  MachineComposition.embeddedExecution (rowReturn d) position extra
    (MachineExpanderRow.program positive H) (outerStatement positive H) execution

@[simp] theorem rowExecution_steps {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (position : Position d) (extra : ExtraTape → List Bool)
    {a b : TM2.Cfg (fun _ : MachineExpanderRow.Tape => Bool)
      (MachineExpanderRow.Label d) (MachineExpanderRow.State ρ d)} {budget : Nat}
    (execution : StateTransition.EvalsToInTime
      (TM2.step (MachineExpanderRow.program positive H)) a (some b) budget) :
    (rowExecution positive H position extra execution).steps = execution.steps := rfl

def rowTapes (vertex : Nat) (oldTable output : List Bool) : MachineExpanderRow.Tape → List Bool
  | .inputVertex => encodeWord vertex
  | .table => oldTable
  | .output => output
  | _ => []

def extraTapes (remaining : Nat) (countSuffix result : List Bool) : ExtraTape → List Bool
  | .vertexCount => encodeWord remaining ++ countSuffix
  | .result => result

def boundaryTapes (vertex remaining : Nat) (oldTable output countSuffix result : List Bool) :
    (tape : Tape) → List (Alphabet tape) :=
  MachineEmbedding.tapes (rowTapes vertex oldTable output) (extraTapes remaining countSuffix result)

/-- Before initialization, only the old table and remaining-count word are
populated. The program itself creates the initial vertex delimiter. -/
def initialTapes (vertices : Nat) (oldTable countSuffix : List Bool) :
    (tape : Tape) → List (Alphabet tape) :=
  MachineEmbedding.tapes
    (fun tape => match tape with | .table => oldTable | _ => [])
    (extraTapes vertices countSuffix [])

def finalTapes (vertices : Nat) (oldTable output countSuffix : List Bool) :
    (tape : Tape) → List (Alphabet tape) :=
  boundaryTapes vertices 0 oldTable [] countSuffix output

end MaxCutGames.Foundations.Complexity.MachineExpanderTable

namespace MaxCutGames.Foundations.Complexity.MachineAlphabetTransport

open Turing.TM2

variable {K Λ σ : Type} {Γ Δ : K → Type}

def tapes (h : Γ = Δ) (source : ∀ k, List (Γ k)) : ∀ k, List (Δ k) := h ▸ source

def statement (h : Γ = Δ) (source : Stmt Γ Λ σ) : Stmt Δ Λ σ := h ▸ source

def configuration (h : Γ = Δ) (source : Cfg Γ Λ σ) : Cfg Δ Λ σ := h ▸ source

def program (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ) : Λ → Stmt Δ Λ σ :=
  fun label => statement h (source label)

abbrev castStatement (h : Γ = Δ) (source : Stmt Γ Λ σ) : Stmt Δ Λ σ := statement h source
abbrev castConfiguration (h : Γ = Δ) (source : Cfg Γ Λ σ) : Cfg Δ Λ σ := configuration h source
abbrev castProgram (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ) : Λ → Stmt Δ Λ σ := program h source

@[simp] theorem tapes_rfl (source : ∀ k, List (Γ k)) : tapes rfl source = source := rfl
@[simp] theorem statement_rfl (source : Stmt Γ Λ σ) : statement rfl source = source := rfl
@[simp] theorem configuration_rfl (source : Cfg Γ Λ σ) : configuration rfl source = source := rfl
@[simp] theorem program_rfl (source : Λ → Stmt Γ Λ σ) : program rfl source = source := rfl

@[simp] theorem program_apply (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ) (label : Λ) :
    program h source label = statement h (source label) := rfl

@[simp] theorem statement_roundtrip (h : Γ = Δ) (source : Stmt Δ Λ σ) :
    statement h (statement h.symm source) = source := by cases h; rfl

@[simp] theorem statement_symm_roundtrip (h : Γ = Δ) (source : Stmt Γ Λ σ) :
    statement h.symm (statement h source) = source := by cases h; rfl

@[simp] theorem configuration_roundtrip (h : Γ = Δ) (source : Cfg Δ Λ σ) :
    configuration h (configuration h.symm source) = source := by cases h; rfl

@[simp] theorem configuration_symm_roundtrip (h : Γ = Δ) (source : Cfg Γ Λ σ) :
    configuration h.symm (configuration h source) = source := by cases h; rfl

@[simp] theorem program_roundtrip (h : Γ = Δ) (source : Λ → Stmt Δ Λ σ) :
    program h (program h.symm source) = source := by cases h; rfl

@[simp] theorem program_symm_roundtrip (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ) :
    program h.symm (program h source) = source := by cases h; rfl

@[simp] theorem tapes_roundtrip (h : Γ = Δ) (source : ∀ k, List (Δ k)) :
    tapes h (tapes h.symm source) = source := by cases h; rfl

@[simp] theorem tapes_symm_roundtrip (h : Γ = Δ) (source : ∀ k, List (Γ k)) :
    tapes h.symm (tapes h source) = source := by cases h; rfl

@[simp] theorem configuration_label (h : Γ = Δ) (source : Cfg Γ Λ σ) :
    (configuration h source).l = source.l := by cases h; rfl

@[simp] theorem configuration_state (h : Γ = Δ) (source : Cfg Γ Λ σ) :
    (configuration h source).var = source.var := by cases h; rfl

@[simp] theorem configuration_tapes (h : Γ = Δ) (source : Cfg Γ Λ σ) :
    (configuration h source).stk = tapes h source.stk := by cases h; rfl

@[simp] theorem configuration_mk (h : Γ = Δ) (label : Option Λ) (state : σ)
    (source : ∀ k, List (Γ k)) :
    configuration h ⟨label, state, source⟩ = ⟨label, state, tapes h source⟩ := by cases h; rfl

@[simp] theorem map_configuration_rfl (source : Option (Cfg Γ Λ σ)) :
    source.map (configuration (rfl : Γ = Γ)) = source := by cases source <;> rfl

variable [DecidableEq K]

theorem stepAux_simulation (h : Γ = Δ) (source : Stmt Γ Λ σ) (state : σ)
    (sourceTapes : ∀ k, List (Γ k)) :
    stepAux (statement h source) state (tapes h sourceTapes) =
      configuration h (stepAux source state sourceTapes) := by cases h; rfl

theorem step_simulation (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ) (start : Cfg Γ Λ σ) :
    step (program h source) (configuration h start) =
      (step source start).map (configuration h) := by
  cases h
  simp only [program_rfl, configuration_rfl, map_configuration_rfl]

/-- Exact conjugacy of every finite trace, including a `none` endpoint. -/
theorem trace_transport (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ)
    (n : Nat) (start : Option (Cfg Γ Λ σ)) :
    (MachineComposition.advance (step (program h source)))^[n]
      (start.map (configuration h)) =
      ((MachineComposition.advance (step source))^[n] start).map (configuration h) := by
  cases h
  simp only [program_rfl, map_configuration_rfl]

theorem successfulTrace (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ)
    (n : Nat) (start finish : Cfg Γ Λ σ)
    (trace : (MachineComposition.advance (step source))^[n] (some start) = some finish) :
    (MachineComposition.advance (step (program h source)))^[n]
      (some (configuration h start)) = some (configuration h finish) := by
  have transported := trace_transport h source n (some start)
  simpa only [Option.map_some, trace] using transported

def executionInTime (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ)
    {start : Cfg Γ Λ σ} {finish : Option (Cfg Γ Λ σ)} {budget : Nat}
    (execution : StateTransition.EvalsToInTime (step source) start finish budget) :
    StateTransition.EvalsToInTime (step (program h source)) (configuration h start)
      (finish.map (configuration h)) budget where
  steps := execution.steps
  evals_in_steps := by
    cases h
    simpa only [program_rfl, configuration_rfl, map_configuration_rfl]
      using execution.evals_in_steps
  steps_le_m := execution.steps_le_m

@[simp] theorem executionInTime_steps (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ)
    {start : Cfg Γ Λ σ} {finish : Option (Cfg Γ Λ σ)} {budget : Nat}
    (execution : StateTransition.EvalsToInTime (step source) start finish budget) :
    (executionInTime h source execution).steps = execution.steps := rfl

def successfulExecutionInTime (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ)
    {start finish : Cfg Γ Λ σ} {budget : Nat}
    (execution : StateTransition.EvalsToInTime (step source) start (some finish) budget) :
    StateTransition.EvalsToInTime (step (program h source)) (configuration h start)
      (some (configuration h finish)) budget := executionInTime h source execution

@[simp] theorem successfulExecutionInTime_steps (h : Γ = Δ) (source : Λ → Stmt Γ Λ σ)
    {start finish : Cfg Γ Λ σ} {budget : Nat}
    (execution : StateTransition.EvalsToInTime (step source) start (some finish) budget) :
    (successfulExecutionInTime h source execution).steps = execution.steps := rfl

end MaxCutGames.Foundations.Complexity.MachineAlphabetTransport

namespace MaxCutGames.Foundations.Complexity.MachineExpanderFamily

open Turing
open PCP.ExpanderTables PCP.ExpanderRowControl PCP.ExpanderTableWords

inductive ExtraTape
  | remainingLevel | currentSize | unaryScratch | tableReverse
  deriving DecidableEq
protected abbrev ExtraTape.enumList : List ExtraTape := [.remainingLevel, .currentSize,
  .unaryScratch, .tableReverse]
protected theorem ExtraTape.enumList_getElem?_ctorIdx_eq (x : ExtraTape) :
    ExtraTape.enumList[x.ctorIdx]? = some x := by
  cases x <;> rfl
protected theorem ExtraTape.enumList_nodup : ExtraTape.enumList.Nodup := by decide
instance : Fintype ExtraTape where
  elems := ⟨ExtraTape.enumList, ExtraTape.enumList_nodup⟩
  complete x := by cases x <;> decide

abbrev Tape := MachineExpanderTable.Tape ⊕ ExtraTape
abbrev Alphabet : Tape → Type :=
  MachineEmbedding.Alphabet MachineExpanderTable.Alphabet (fun _ : ExtraTape => Bool)
abbrev BoolAlphabet (_ : Tape) := Bool

/-- All physical tapes contain Booleans. This equality changes the static
type presentation only; no runtime symbol conversion is performed. -/
theorem alphabet_eq : Alphabet = BoolAlphabet := by
  funext tape
  cases tape with
  | inl tape => cases tape <;> rfl
  | inr tape => rfl
instance alphabetFintype (tape : Tape) : Fintype (Alphabet tape) := by
  rw [alphabet_eq]
  exact inferInstanceAs (Fintype Bool)

inductive AffinePhase
  | copyCount | multiplySize
  deriving DecidableEq
protected abbrev AffinePhase.enumList : List AffinePhase := [.copyCount, .multiplySize]
protected theorem AffinePhase.enumList_getElem?_ctorIdx_eq (x : AffinePhase) :
    AffinePhase.enumList[x.ctorIdx]? = some x := by
  cases x <;> rfl
protected theorem AffinePhase.enumList_nodup : AffinePhase.enumList.Nodup := by decide
instance : Fintype AffinePhase where
  elems := ⟨AffinePhase.enumList, AffinePhase.enumList_nodup⟩
  complete x := by cases x <;> decide

inductive AffineLabel
  | seed | scan | restore
  deriving DecidableEq
protected abbrev AffineLabel.enumList : List AffineLabel := [.seed, .scan, .restore]
protected theorem AffineLabel.enumList_getElem?_ctorIdx_eq (x : AffineLabel) :
    AffineLabel.enumList[x.ctorIdx]? = some x := by
  cases x <;> rfl
protected theorem AffineLabel.enumList_nodup : AffineLabel.enumList.Nodup := by decide
instance : Fintype AffineLabel where
  elems := ⟨AffineLabel.enumList, AffineLabel.enumList_nodup⟩
  complete x := by cases x <;> decide

inductive OuterLabel
  | initialize
  | levelGuard
  | affine (phase : AffinePhase) (label : AffineLabel)
  | clearOldTable | reverseResult | reverseTable | clearCurrentSize
  | drainInputVertex | drainVertexCount | done
  deriving DecidableEq, Fintype

abbrev Label (d : Nat) := MachineExpanderTable.Label d ⊕ OuterLabel
abbrev State (ρ : Type) (d : Nat) := MachineExpanderTable.State ρ d × Unit
abbrev RegisterAmbient (ρ : Type) (d : Nat) :=
  (MachineExpanderTable.RowStatePrefix ρ d × MachineExpanderTable.Position d) × Unit

def registerStates (ρ : Type) (d : Nat) :
    (RegisterAmbient ρ d × Option Bool) ≃ State ρ d where
  toFun s := (((s.1.1.1, s.2), s.1.1.2), s.1.2)
  invFun s := (((s.1.1.1, s.1.2), s.2), s.1.1.2)
  left_inv := by rintro ⟨⟨⟨a, p⟩, u⟩, b⟩; rfl
  right_inv := by rintro ⟨⟨⟨a, b⟩, p⟩, u⟩; rfl

@[simp] theorem registerStates_apply (ρ : Type) (d : Nat)
    (s : RegisterAmbient ρ d × Option Bool) :
    registerStates ρ d s = (((s.1.1.1, s.2), s.1.1.2), s.1.2) := rfl

@[simp] theorem registerStates_symm_apply (ρ : Type) (d : Nat) (s : State ρ d) :
    (registerStates ρ d).symm s = (((s.1.1.1, s.1.2), s.2), s.1.1.2) := rfl

def caller {ρ : Type} {d : Nat} (s : State ρ d) : ρ :=
  MachineExpanderTable.caller s.1

def initialState {ρ : Type} {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (ambient : ρ) : State ρ d :=
  (MachineExpanderTable.initialState positive H ambient, ())

def normalizeState {ρ : Type} {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (s : State ρ d) : State ρ d :=
  initialState positive H (caller s)

def initialEncoding (d : Nat) : List Bool := encodeWords (rotationWords (initial d))

/-- The literal used by initialization is exactly the actual family's base. -/
theorem initialEncoding_eq_family {d : Nat} (H : Table (cloudSize d) d) :
    initialEncoding d = encodeWords (rotationWords (family H 0)) := rfl

def tableTape : Tape := .inl (.inl .table)
def inputVertexTape : Tape := .inl (.inl .inputVertex)
def vertexCountTape : Tape := .inl (.inr .vertexCount)
def resultTape : Tape := .inl (.inr .result)

def affineSource : AffinePhase → Tape
  | .copyCount => .inr .currentSize
  | .multiplySize => inputVertexTape

def affineDestination : AffinePhase → Tape
  | .copyCount => vertexCountTape
  | .multiplySize => .inr .currentSize

def affineCoefficient (d : Nat) : AffinePhase → Nat
  | .multiplySize => cloudSize d
  | .copyCount => 1

def affineExit (d : Nat) : AffinePhase → Label d
  | .copyCount => .inl (.inr .initialize)
  | .multiplySize => .inr .drainInputVertex

def affineStatement {ρ : Type} {d : Nat} (phase : AffinePhase) :
    AffineLabel → TM2.Stmt BoolAlphabet (Label d) (State ρ d)
  | .seed =>
    MachineControl.statement id (registerStates ρ d)
      (MachineUnaryAffineAt.seed (Λ := Label d) (σ := RegisterAmbient ρ d)
        (affineDestination phase) 0 (.inr (.affine phase .scan)))
  | .scan =>
    MachineControl.statement id (registerStates ρ d)
      (MachineUnaryAffineAt.scan (Λ := Label d) (σ := RegisterAmbient ρ d)
        (affineSource phase) (.inr .unaryScratch)
        (affineDestination phase) (affineCoefficient d phase)
        (.inr (.affine phase .scan)) (.inr (.affine phase .restore)))
  | .restore =>
    MachineControl.statement id (registerStates ρ d)
      (Reduction.MachineTransfer.loopAt (Γ := BoolAlphabet) (Λ := Label d)
        (σ := RegisterAmbient ρ d) (.inr .unaryScratch) (affineSource phase) id false
        (.inr (.affine phase .restore)) (some (affineExit d phase)))

def drainStatement {ρ : Type} {d : Nat} (tape : Tape) (again next : OuterLabel) :
    TM2.Stmt BoolAlphabet (Label d) (State ρ d) :=
  MachineControl.statement id (registerStates ρ d)
    (MachineDrain.drain (Λ := Label d) (σ := RegisterAmbient ρ d)
      tape (.inr again) (some (.inr next)))

variable {ρ : Type} [Fintype ρ]

/-- Uniform-alphabet presentation of the actual outer code. All arithmetic
parameters here are fixed program constants; runtime sizes are scanned. -/
def boolOuterStatement {d : Nat} (positive : 0 < d) (H : Table (cloudSize d) d) :
    OuterLabel → TM2.Stmt BoolAlphabet (Label d) (State ρ d)
  | .initialize =>
    Reduction.MachineSubstitution.pushWord tableTape (initialEncoding d).reverse
      (Reduction.MachineSubstitution.pushWord (.inr .currentSize) (encodeWord 1).reverse
        (.load (normalizeState positive H)
          (.goto fun _ => .inr .levelGuard)))
  | .levelGuard =>
    MachineControl.statement id (registerStates ρ d)
      (MachineUnaryCounter.guard (K := Tape) (Λ := Label d) (σ := RegisterAmbient ρ d)
        (.inr .remainingLevel) (.inr (.affine .copyCount .seed)) (.inr .done))
  | .affine phase label => affineStatement phase label
  | .clearOldTable => drainStatement tableTape .clearOldTable .reverseResult
  | .reverseResult =>
    MachineControl.statement id (registerStates ρ d)
      (Reduction.MachineTransfer.loopAt (Γ := BoolAlphabet) (Λ := Label d)
        (σ := RegisterAmbient ρ d) resultTape (.inr .tableReverse) id false
        (.inr .reverseResult) (some (.inr .reverseTable)))
  | .reverseTable =>
    MachineControl.statement id (registerStates ρ d)
      (Reduction.MachineTransfer.loopAt (Γ := BoolAlphabet) (Λ := Label d)
        (σ := RegisterAmbient ρ d) (.inr .tableReverse) tableTape id false
        (.inr .reverseTable) (some (.inr .clearCurrentSize)))
  | .clearCurrentSize =>
    drainStatement (.inr .currentSize) .clearCurrentSize (.affine .multiplySize .seed)
  | .drainInputVertex => drainStatement inputVertexTape .drainInputVertex .drainVertexCount
  | .drainVertexCount => drainStatement vertexCountTape .drainVertexCount .levelGuard
  | .done => .load (normalizeState positive H) .halt

def outerStatement {d : Nat} (positive : 0 < d) (H : Table (cloudSize d) d)
    (label : OuterLabel) : TM2.Stmt Alphabet (Label d) (State ρ d) :=
  MachineAlphabetTransport.statement alphabet_eq.symm (boolOuterStatement positive H label)

def tableReturn (d : Nat) : Option (Label d) := some (.inr .clearOldTable)

def program {d : Nat} (positive : 0 < d) (H : Table (cloudSize d) d)
    (_growth : 1 < cloudSize d) : Label d → TM2.Stmt Alphabet (Label d) (State ρ d) :=
  MachineEmbedding.program (tableReturn d) (MachineExpanderTable.program positive H)
    (outerStatement positive H)

@[simp] theorem program_table {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (growth : 1 < cloudSize d)
    (label : MachineExpanderTable.Label d) :
    program (ρ := ρ) positive H growth (.inl label) =
      MachineEmbedding.statement (tableReturn d)
        (MachineExpanderTable.program positive H label) := rfl

@[simp] theorem program_outer {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (growth : 1 < cloudSize d) (label : OuterLabel) :
    program (ρ := ρ) positive H growth (.inr label) = outerStatement positive H label := rfl

def boolView {d : Nat} (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) : Label d → TM2.Stmt BoolAlphabet (Label d) (State ρ d) :=
  MachineAlphabetTransport.program alphabet_eq (program positive H growth)

@[simp] theorem boolView_outer {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (growth : 1 < cloudSize d) (label : OuterLabel) :
    boolView (ρ := ρ) positive H growth (.inr label) =
      boolOuterStatement positive H label := by
  change MachineAlphabetTransport.statement alphabet_eq
    (MachineAlphabetTransport.statement alphabet_eq.symm
      (boolOuterStatement positive H label)) = _
  exact MachineAlphabetTransport.statement_roundtrip alphabet_eq _

def tableExecution {d : Nat} (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) (extra : ExtraTape → List Bool)
    {a b : TM2.Cfg MachineExpanderTable.Alphabet (MachineExpanderTable.Label d)
      (MachineExpanderTable.State ρ d)} {budget : Nat}
    (execution : StateTransition.EvalsToInTime
      (TM2.step (MachineExpanderTable.program positive H)) a (some b) budget) :
    StateTransition.EvalsToInTime (TM2.step (program positive H growth))
      (MachineEmbedding.configuration (tableReturn d) () extra a)
      (some (MachineEmbedding.configuration (tableReturn d) () extra b)) budget :=
  MachineComposition.embeddedExecution (tableReturn d) () extra
    (MachineExpanderTable.program positive H) (outerStatement positive H) execution

@[simp] theorem tableExecution_steps {d : Nat} (positive : 0 < d)
    (H : Table (cloudSize d) d) (growth : 1 < cloudSize d)
    (extra : ExtraTape → List Bool)
    {a b : TM2.Cfg MachineExpanderTable.Alphabet (MachineExpanderTable.Label d)
      (MachineExpanderTable.State ρ d)} {budget : Nat}
    (execution : StateTransition.EvalsToInTime
      (TM2.step (MachineExpanderTable.program positive H)) a (some b) budget) :
    (tableExecution positive H growth extra execution).steps = execution.steps := rfl

def tableFrame (word : List Bool) : (tape : MachineExpanderTable.Tape) →
    List (MachineExpanderTable.Alphabet tape)
  | .inl .table => word
  | .inl _ => []
  | .inr _ => []

def extraFrame (remaining current : Nat) (levelSuffix : List Bool) : ExtraTape → List Bool
  | .remainingLevel => encodeWord remaining ++ levelSuffix
  | .currentSize => encodeWord current
  | _ => []

def boundaryTapes (remaining current : Nat) (word levelSuffix : List Bool) :
    (tape : Tape) → List (Alphabet tape) :=
  MachineEmbedding.tapes (tableFrame word) (extraFrame remaining current levelSuffix)

def initialTapes (level : Nat) (levelSuffix : List Bool) :
    (tape : Tape) → List (Alphabet tape) :=
  MachineEmbedding.tapes (tableFrame [])
    (fun tape => match tape with
      | .remainingLevel => encodeWord level ++ levelSuffix
      | _ => [])

def familyTapes {d : Nat} (H : Table (cloudSize d) d) (level : Nat)
    (levelSuffix : List Bool) : (tape : Tape) → List (Alphabet tape) :=
  boundaryTapes 0 (vertexCount (degree d) level)
    (encodeWords (rotationWords (family H level))) levelSuffix

end MaxCutGames.Foundations.Complexity.MachineExpanderFamily

/-! Static, pointwise Boolean presentation of the actual family tape alphabet.
Every conversion below is an identity on symbols and has no machine runtime. -/

namespace MaxCutGames.Foundations.Complexity.MachineExpanderFamily

open Turing

def boolWord : (tape : Tape) → List Bool → List (Alphabet tape)
  | .inl (.inl _), word => word
  | .inl (.inr _), word => word
  | .inr _, word => word

def toBoolWord : (tape : Tape) → List (Alphabet tape) → List Bool
  | .inl (.inl _), word => word
  | .inl (.inr _), word => word
  | .inr _, word => word

def fromBoolTapes (base : Tape → List Bool) : (tape : Tape) → List (Alphabet tape) :=
  fun tape => boolWord tape (base tape)

def toBoolTapes (base : (tape : Tape) → List (Alphabet tape)) : Tape → List Bool :=
  fun tape => toBoolWord tape (base tape)

@[simp] theorem toBoolWord_boolWord (tape : Tape) (word : List Bool) :
    toBoolWord tape (boolWord tape word) = word := by
  rcases tape with tape | tape
  · cases tape <;> rfl
  · rfl

@[simp] theorem boolWord_toBoolWord (tape : Tape) (word : List (Alphabet tape)) :
    boolWord tape (toBoolWord tape word) = word := by
  rcases tape with tape | tape
  · cases tape <;> rfl
  · rfl

@[simp] theorem toBool_fromBool (base : Tape → List Bool) :
    toBoolTapes (fromBoolTapes base) = base := by
  funext tape
  exact toBoolWord_boolWord tape (base tape)

@[simp] theorem fromBool_toBool (base : (tape : Tape) → List (Alphabet tape)) :
    fromBoolTapes (toBoolTapes base) = base := by
  funext tape
  exact boolWord_toBoolWord tape (base tape)
private theorem transport_tapes_apply_inline_MachineExpanderFamilyTapes {K : Type} {Γ Δ : K → Type}
    (h : Γ = Δ) (base : (k : K) → List (Γ k)) (k : K) :
    MachineAlphabetTransport.tapes h base k =
      Eq.mp (congrArg (fun alphabet => List (alphabet k)) h) (base k) := by
  cases h
  rfl

theorem toBoolTapes_eq_transport (base : (tape : Tape) → List (Alphabet tape)) :
    toBoolTapes base = MachineAlphabetTransport.tapes alphabet_eq base := by
  funext tape
  rw [transport_tapes_apply_inline_MachineExpanderFamilyTapes]
  rcases tape with tape | tape
  · cases tape <;> rfl
  · rfl

theorem fromBoolTapes_eq_transport (base : Tape → List Bool) :
    fromBoolTapes base = MachineAlphabetTransport.tapes alphabet_eq.symm base := by
  funext tape
  rw [transport_tapes_apply_inline_MachineExpanderFamilyTapes]
  rcases tape with tape | tape
  · cases tape <;> rfl
  · rfl

@[simp] theorem fromBoolTapes_update (base : Tape → List Bool) (tape : Tape) (word : List Bool) :
    fromBoolTapes (Function.update base tape word) =
      Function.update (fromBoolTapes base) tape (boolWord tape word) := by
  funext k
  by_cases h : k = tape
  · subst k
    simp [fromBoolTapes]
  · simp [fromBoolTapes, h]

@[simp] theorem toBoolTapes_update (base : (tape : Tape) → List (Alphabet tape))
    (tape : Tape) (word : List (Alphabet tape)) :
    toBoolTapes (Function.update base tape word) =
      Function.update (toBoolTapes base) tape (toBoolWord tape word) := by
  funext k
  by_cases h : k = tape
  · subst k
    simp [toBoolTapes]
  · simp [toBoolTapes, h]

theorem configuration_fromBool {ρ : Type} {d : Nat} (label : Option (Label d))
    (state : State ρ d) (base : Tape → List Bool) :
    MachineAlphabetTransport.configuration alphabet_eq.symm ⟨label, state, base⟩ =
      ⟨label, state, fromBoolTapes base⟩ := by
  rw [MachineAlphabetTransport.configuration_mk, fromBoolTapes_eq_transport]

theorem configuration_toBool {ρ : Type} {d : Nat} (label : Option (Label d))
    (state : State ρ d) (base : (tape : Tape) → List (Alphabet tape)) :
    MachineAlphabetTransport.configuration alphabet_eq ⟨label, state, base⟩ =
      ⟨label, state, toBoolTapes base⟩ := by
  rw [MachineAlphabetTransport.configuration_mk, toBoolTapes_eq_transport]

end MaxCutGames.Foundations.Complexity.MachineExpanderFamily

/-!
# Actual family-table installation and counter cleanup

Checked physical drain and transfer loops are placed in the family program
through its finite register equivalence. Alphabet equality transports their
actual traces back to the dependent alphabet of the full family machine.
-/

namespace MaxCutGames.Foundations.Complexity.MachineExpanderFamily

open Turing MachineComposition
open PCP.ExpanderTables PCP.ExpanderRowControl

theorem controlStatementInverse {K Λ σ τ : Type} {Γ : K → Type}
    (states : σ ≃ τ) (q : TM2.Stmt Γ Λ σ) :
    MachineControl.statement id states.symm (MachineControl.statement id states q) = q := by
  induction q <;>
    simp_all only [MachineControl.statement, Equiv.apply_symm_apply,
      Equiv.symm_apply_apply, id_eq]

/-- Static state-coordinate transport preserves every actual transition. -/
theorem controlTrace {K Λ σ τ : Type} {Γ : K → Type} [DecidableEq K]
    (states : σ ≃ τ) (target : Λ → TM2.Stmt Γ Λ τ)
    (n : Nat) (start finish : TM2.Cfg Γ Λ σ)
    (run : (advance (TM2.step (MachineControl.program (Equiv.refl Λ) states.symm target)))^[n]
      (some start) = some finish) :
    (advance (TM2.step target))^[n]
      (some (MachineControl.configuration id states start)) =
      some (MachineControl.configuration id states finish) := by
  let source := MachineControl.program (Equiv.refl Λ) states.symm target
  have roundtrip : MachineControl.program (Equiv.refl Λ) states source = target := by
    funext label
    change MachineControl.statement id states
      (MachineControl.statement id states.symm (target label)) = target label
    exact controlStatementInverse states.symm _
  have simulation : ∀ a b, TM2.step source a = some b →
      TM2.step target (MachineControl.configuration id states a) =
        some (MachineControl.configuration id states b) := by
    intro a b hab
    have h := MachineControl.step_simulation (Equiv.refl Λ) states source a
    rw [roundtrip, hab] at h
    exact h
  exact liftSuccessfulTrace (TM2.step source) (TM2.step target)
    (MachineControl.configuration id states) simulation n start finish run

theorem controlDrainTrace {K Λ σ τ : Type} [DecidableEq K]
    (states : (σ × Option Bool) ≃ τ) (source : K) (again : Λ) (exit : Option Λ)
    (target : Λ → TM2.Stmt (fun _ : K => Bool) Λ τ)
    (code : target again = MachineControl.statement id states
      (MachineDrain.drain source again exit))
    (base : K → List Bool) (ambient : σ) (register : Option Bool) :
    (advance (TM2.step target))^[(base source).length + 1]
      (some ⟨some again, states (ambient, register), base⟩) =
      some ⟨exit, states (ambient, none), Function.update base source []⟩ := by
  let raw := MachineControl.program (Equiv.refl Λ) states.symm target
  have atRaw : raw again = MachineDrain.drain source again exit := by
    change MachineControl.statement id states.symm (target again) = _
    rw [code]
    exact controlStatementInverse states _
  have run := MachineDrain.drainTrace source again exit raw atRaw base (base source) ambient register
  simp only [Function.update_eq_self] at run
  simpa only [MachineControl.configuration, Option.map_some, id_eq, Option.map_id] using
    controlTrace states target ((base source).length + 1) _ _ run

theorem controlTransferTrace {K Λ σ τ : Type} [DecidableEq K]
    (states : (σ × Option Bool) ≃ τ) (source destination : K)
    (distinct : source ≠ destination) (again : Λ) (exit : Option Λ)
    (target : Λ → TM2.Stmt (fun _ : K => Bool) Λ τ)
    (code : target again = MachineControl.statement id states
      (Reduction.MachineTransfer.loopAt source destination id false again exit))
    (base : K → List Bool) (ambient : σ) (register : Option Bool) :
    (advance (TM2.step target))^[(base source).length + 1]
      (some ⟨some again, states (ambient, register), base⟩) =
      some ⟨exit, states (ambient, none),
        Reduction.MachineTransfer.tapesAt source destination base []
          ((base source).reverse ++ base destination)⟩ := by
  let raw := MachineControl.program (Equiv.refl Λ) states.symm target
  have atRaw : raw again = Reduction.MachineTransfer.loopAt source destination id false again exit := by
    change MachineControl.statement id states.symm (target again) = _
    rw [code]
    exact controlStatementInverse states _
  have run := Reduction.MachineTransfer.transferAt_fromTapes source destination distinct id false
    again exit raw atRaw base ambient register
  unfold Reduction.MachineTransfer.nextAt at run
  simpa only [MachineControl.configuration, Option.map_some, id_eq, Option.map_id,
    List.map_id] using controlTrace states target ((base source).length + 1) _ _ run

variable {ρ : Type} {d : Nat}

def clearRegister (state : State ρ d) : State ρ d :=
  (MachineExpanderTable.clearRegister state.1, state.2)

@[simp] theorem registerStates_reset (state : State ρ d) :
    registerStates ρ d (((registerStates ρ d).symm state).1, none) =
      clearRegister state := rfl

@[simp] theorem clearRegister_idempotent (state : State ρ d) :
    clearRegister (clearRegister state) = clearRegister state := rfl

@[simp] theorem caller_clearRegister (state : State ρ d) :
    caller (clearRegister state) = caller state := rfl

@[simp] theorem clearRegister_position (state : State ρ d) :
    (clearRegister state).1.2 = state.1.2 := rfl

@[simp] theorem clearRegister_register (state : State ρ d) :
    (clearRegister state).1.1.2 = none := rfl

variable [Fintype ρ]

/-- The Boolean view is the same actual program under alphabet equality. -/
theorem boolTraceActual (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) (n : Nat)
    (start finish : TM2.Cfg BoolAlphabet (Label d) (State ρ d))
    (run : (advance (TM2.step (boolView positive H growth)))^[n] (some start) = some finish) :
    (advance (TM2.step (program positive H growth)))^[n]
      (some (MachineAlphabetTransport.configuration alphabet_eq.symm start)) =
      some (MachineAlphabetTransport.configuration alphabet_eq.symm finish) := by
  have h := MachineAlphabetTransport.successfulTrace alphabet_eq.symm
    (boolView positive H growth) n start finish run
  simpa only [boolView, MachineAlphabetTransport.program_symm_roundtrip] using h

theorem drainBoolTrace (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) (source : Tape) (again next : OuterLabel)
    (code : boolOuterStatement (ρ := ρ) positive H again = drainStatement source again next)
    (base : Tape → List Bool) (state : State ρ d) :
    (advance (TM2.step (boolView positive H growth)))^[(base source).length + 1]
      (some ⟨some (.inr again), state, base⟩) =
      some ⟨some (.inr next), clearRegister state, Function.update base source []⟩ := by
  have atLoop : boolView (ρ := ρ) positive H growth (.inr again) =
      MachineControl.statement id (registerStates ρ d)
        (MachineDrain.drain source (.inr again) (some (.inr next))) := by
    rw [boolView_outer, code]
    rfl
  have h := controlDrainTrace (registerStates ρ d) source (.inr again) (some (.inr next))
    (boolView positive H growth) atLoop base
    ((registerStates ρ d).symm state).1 ((registerStates ρ d).symm state).2
  simpa only [Prod.mk.eta, Equiv.apply_symm_apply, registerStates_reset] using h

theorem transferBoolTrace (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) (source destination : Tape) (distinct : source ≠ destination)
    (again next : OuterLabel)
    (code : boolOuterStatement (ρ := ρ) positive H again =
      MachineControl.statement id (registerStates ρ d)
        (Reduction.MachineTransfer.loopAt (Γ := BoolAlphabet) source destination id false
          (.inr again) (some (.inr next))))
    (base : Tape → List Bool) (state : State ρ d) :
    (advance (TM2.step (boolView positive H growth)))^[(base source).length + 1]
      (some ⟨some (.inr again), state, base⟩) =
      some ⟨some (.inr next), clearRegister state,
        Reduction.MachineTransfer.tapesAt source destination base []
          ((base source).reverse ++ base destination)⟩ := by
  have atLoop : boolView (ρ := ρ) positive H growth (.inr again) =
      MachineControl.statement id (registerStates ρ d)
        (Reduction.MachineTransfer.loopAt source destination id false
          (.inr again) (some (.inr next))) := by
    rw [boolView_outer, code]
  have h := controlTransferTrace (registerStates ρ d) source destination distinct
    (.inr again) (some (.inr next)) (boolView positive H growth) atLoop base
    ((registerStates ρ d).symm state).1 ((registerStates ρ d).symm state).2
  simpa only [Prod.mk.eta, Equiv.apply_symm_apply, registerStates_reset] using h

/-- Only these four tape words change during installation. -/
def installedTapes (base : Tape → List Bool) (newWord : List Bool) : Tape → List Bool :=
  Function.update
    (Function.update
      (Function.update (Function.update base tableTape newWord) resultTape [])
      (.inr .tableReverse) [])
    (.inr .currentSize) []

def cleanedCounterTapes (base : Tape → List Bool) : Tape → List Bool :=
  Function.update (Function.update base inputVertexTape []) vertexCountTape []

theorem installTableBoolTrace (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) (base : Tape → List Bool) (newWord : List Bool)
    (resultWord : base resultTape = newWord) (reverseEmpty : base (.inr .tableReverse) = [])
    (state : State ρ d) :
    (advance (TM2.step (boolView positive H growth)))^[
        (base tableTape).length + 2 * newWord.length + (base (.inr .currentSize)).length + 4]
      (some ⟨some (.inr .clearOldTable), state, base⟩) =
      some ⟨some (.inr (.affine .multiplySize .seed)), clearRegister state,
        installedTapes base newWord⟩ := by
  let b0 := Function.update base tableTape []
  let b1 := Function.update (Function.update b0 resultTape []) (.inr .tableReverse) newWord.reverse
  let b2 := Function.update (Function.update b1 (.inr .tableReverse) []) tableTape newWord
  let b3 := Function.update b2 (.inr .currentSize) []
  have h0 := drainBoolTrace positive H growth tableTape .clearOldTable .reverseResult rfl base state
  have b0Result : b0 resultTape = newWord := by
    simpa [b0, tableTape, resultTape] using resultWord
  have b0Reverse : b0 (.inr .tableReverse) = [] := by
    simpa [b0, tableTape] using reverseEmpty
  have h1 : (advance (TM2.step (boolView positive H growth)))^[newWord.length + 1]
      (some ⟨some (.inr .reverseResult), clearRegister state, b0⟩) =
      some ⟨some (.inr .reverseTable), clearRegister state, b1⟩ := by
    simpa only [b0Result, b0Reverse, List.append_nil, Reduction.MachineTransfer.tapesAt,
      clearRegister_idempotent] using
      transferBoolTrace positive H growth resultTape (.inr .tableReverse) (by decide)
        .reverseResult .reverseTable rfl b0 (clearRegister state)
  have b1Reverse : b1 (.inr .tableReverse) = newWord.reverse := by simp [b1]
  have b1Table : b1 tableTape = [] := by simp [b1, b0, tableTape, resultTape]
  have h2 : (advance (TM2.step (boolView positive H growth)))^[newWord.length + 1]
      (some ⟨some (.inr .reverseTable), clearRegister state, b1⟩) =
      some ⟨some (.inr .clearCurrentSize), clearRegister state, b2⟩ := by
    simpa only [b1Reverse, b1Table, List.reverse_reverse, List.length_reverse,
      List.append_nil, Reduction.MachineTransfer.tapesAt, clearRegister_idempotent] using
      transferBoolTrace positive H growth (.inr .tableReverse) tableTape (by decide)
        .reverseTable .clearCurrentSize rfl b1 (clearRegister state)
  have b2Current : b2 (.inr .currentSize) = base (.inr .currentSize) := by
    simp [b2, b1, b0, tableTape, resultTape]
  have h3 : (advance (TM2.step (boolView positive H growth)))^[
      (base (.inr .currentSize)).length + 1]
      (some ⟨some (.inr .clearCurrentSize), clearRegister state, b2⟩) =
      some ⟨some (.inr (.affine .multiplySize .seed)), clearRegister state, b3⟩ := by
    simpa only [b2Current, clearRegister_idempotent] using
      drainBoolTrace positive H growth (.inr .currentSize) .clearCurrentSize
        (.affine .multiplySize .seed) rfl b2 (clearRegister state)
  have final : b3 = installedTapes base newWord := by
    funext tape
    rcases tape with table | extra
    · rcases table with row | tableExtra
      · cases row <;> simp [b3, b2, b1, b0, installedTapes, tableTape, resultTape]
      · cases tableExtra <;> simp [b3, b2, b1, b0, installedTapes, tableTape, resultTape]
    · cases extra <;> simp [b3, b2, b1, b0, installedTapes, tableTape, resultTape]
  rw [show (base tableTape).length + 2 * newWord.length +
        (base (.inr .currentSize)).length + 4 =
      ((base (.inr .currentSize)).length + 1) +
        ((newWord.length + 1) + ((newWord.length + 1) + ((base tableTape).length + 1))) by omega,
    Function.iterate_add_apply _ ((base (.inr .currentSize)).length + 1),
    Function.iterate_add_apply _ (newWord.length + 1) ((newWord.length + 1) + ((base tableTape).length + 1)),
    Function.iterate_add_apply _ (newWord.length + 1) ((base tableTape).length + 1),
    h0, h1, h2, h3, final]

theorem cleanupCountersBoolTrace (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) (base : Tape → List Bool) (state : State ρ d) :
    (advance (TM2.step (boolView positive H growth)))^[
        (base inputVertexTape).length + (base vertexCountTape).length + 2]
      (some ⟨some (.inr .drainInputVertex), state, base⟩) =
      some ⟨some (.inr .levelGuard), clearRegister state, cleanedCounterTapes base⟩ := by
  have h0 := drainBoolTrace positive H growth inputVertexTape .drainInputVertex .drainVertexCount
    rfl base state
  have count : (Function.update base inputVertexTape []) vertexCountTape = base vertexCountTape := by
    simp [inputVertexTape, vertexCountTape]
  have h1 := drainBoolTrace positive H growth vertexCountTape .drainVertexCount .levelGuard
    rfl (Function.update base inputVertexTape []) (clearRegister state)
  simp only [count, clearRegister_idempotent] at h1
  rw [show (base inputVertexTape).length + (base vertexCountTape).length + 2 =
      ((base vertexCountTape).length + 1) + ((base inputVertexTape).length + 1) by omega,
    Function.iterate_add_apply, h0]
  exact h1

/-- Actual dependent-alphabet trace for draining the old table, installing the
new forward table by two physical reversals, and clearing the old size word. -/
theorem installTableTrace (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) (base : (tape : Tape) → List (Alphabet tape))
    (newWord : List Bool) (resultWord : toBoolTapes base resultTape = newWord)
    (reverseEmpty : toBoolTapes base (.inr .tableReverse) = []) (state : State ρ d) :
    (advance (TM2.step (program positive H growth)))^[
        (toBoolTapes base tableTape).length + 2 * newWord.length +
          (toBoolTapes base (.inr .currentSize)).length + 4]
      (some ⟨some (.inr .clearOldTable), state, base⟩) =
      some ⟨some (.inr (.affine .multiplySize .seed)), clearRegister state,
        fromBoolTapes (installedTapes (toBoolTapes base) newWord)⟩ := by
  have h := installTableBoolTrace positive H growth (toBoolTapes base) newWord resultWord reverseEmpty state
  simpa only [configuration_fromBool, fromBool_toBool] using boolTraceActual positive H growth _ _ _ h

/-- After the checked affine phase, both table-loop counters are physically
drained and the actual family level guard is reached. -/
theorem cleanupCountersTrace (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) (base : (tape : Tape) → List (Alphabet tape))
    (state : State ρ d) :
    (advance (TM2.step (program positive H growth)))^[
        (toBoolTapes base inputVertexTape).length + (toBoolTapes base vertexCountTape).length + 2]
      (some ⟨some (.inr .drainInputVertex), state, base⟩) =
      some ⟨some (.inr .levelGuard), clearRegister state,
        fromBoolTapes (cleanedCounterTapes (toBoolTapes base))⟩ := by
  have h := cleanupCountersBoolTrace positive H growth (toBoolTapes base) state
  simpa only [configuration_fromBool, fromBool_toBool] using boolTraceActual positive H growth _ _ _ h

def installTableInTime (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) (base : (tape : Tape) → List (Alphabet tape))
    (newWord : List Bool) (resultWord : toBoolTapes base resultTape = newWord)
    (reverseEmpty : toBoolTapes base (.inr .tableReverse) = []) (state : State ρ d) :
    StateTransition.EvalsToInTime (TM2.step (program positive H growth))
      ⟨some (.inr .clearOldTable), state, base⟩
      (some ⟨some (.inr (.affine .multiplySize .seed)), clearRegister state,
        fromBoolTapes (installedTapes (toBoolTapes base) newWord)⟩)
      ((toBoolTapes base tableTape).length + 2 * newWord.length +
        (toBoolTapes base (.inr .currentSize)).length + 4) where
  steps := (toBoolTapes base tableTape).length + 2 * newWord.length +
    (toBoolTapes base (.inr .currentSize)).length + 4
  evals_in_steps := installTableTrace positive H growth base newWord resultWord reverseEmpty state
  steps_le_m := Nat.le_refl _

def cleanupCountersInTime (positive : 0 < d) (H : Table (cloudSize d) d)
    (growth : 1 < cloudSize d) (base : (tape : Tape) → List (Alphabet tape))
    (state : State ρ d) :
    StateTransition.EvalsToInTime (TM2.step (program positive H growth))
      ⟨some (.inr .drainInputVertex), state, base⟩
      (some ⟨some (.inr .levelGuard), clearRegister state,
        fromBoolTapes (cleanedCounterTapes (toBoolTapes base))⟩)
      ((toBoolTapes base inputVertexTape).length + (toBoolTapes base vertexCountTape).length + 2) where
  steps := (toBoolTapes base inputVertexTape).length + (toBoolTapes base vertexCountTape).length + 2
  evals_in_steps := cleanupCountersTrace positive H growth base state
  steps_le_m := Nat.le_refl _

end MaxCutGames.Foundations.Complexity.MachineExpanderFamily

end OAI