import Mathlib.Tactic.FinCases import OAI.Computability.BinPacking.Computation.PoweringGlobalEnumeration namespace OAI namespace BinPackingGames.Foundations.Complexity.MachineRegularOriginalRow open Turing MachineComposition open PCP PCP.GraphTables PCP.PreprocessingRegularTables def inheritedIndex (_H : BaseTable) (t : Table) (e : Fin t.darts) : Fin (vertexCount t (padding t) * (internalDegree + 1)) := PortTables.rowIndex _ _ (vertexOrder t (padding t) (.inl e), portOrder internalDegree (.inr ())) def inheritedRow (H : BaseTable) (t : Table) (e : Fin t.darts) : DartRow (vertexCount t (padding t)) (vertexCount t (padding t) * (internalDegree + 1)) := (PortTables.flatRows (regularize H t))[inheritedIndex H t e] theorem inheritedRow_eq (H : BaseTable) (t : Table) (e : Fin t.darts) : inheritedRow H t e = ⟨((PortTables.rowIndex _ _).symm (inheritedIndex H t e)).1, (regularize H t).reverseIndex[inheritedIndex H t e], (regularize H t).relations[inheritedIndex H t e]⟩ := by simp only [inheritedRow, PortTables.flatRows, Fin.getElem_fin, Vector.getElem_ofFn, Fin.eta] @[simp] theorem inheritedRow_tail (H : BaseTable) (t : Table) (e : Fin t.darts) : (inheritedRow H t e).tail.val = e.val := by simp only [inheritedRow_eq, inheritedIndex, Equiv.symm_apply_apply, vertexOrder_original] @[simp] theorem inheritedRow_reverse (H : BaseTable) (t : Table) (e : Fin t.darts) : (inheritedRow H t e).reverseIndex.val = (internalDegree + 1) * t.rows[e].reverseIndex.val + internalDegree := by rw [inheritedRow_eq] change ((regularize H t).reverseIndex[PortTables.rowIndex _ _ (vertexOrder t (padding t) (.inl e), portOrder internalDegree (.inr ()))]).val = _ rw [← PortTables.rowIndex_rotation, regularize, rotation_ofCloudTables] change (PortTables.rowIndex _ _ (vertexOrder t (padding t) (.inl (reverseAt t.rows e)), portOrder internalDegree (.inr ()))).val = _ rw [PortTables.rowIndex_val, vertexOrder_original, portOrder_inherited] exact Nat.add_comm _ _ @[simp] theorem inheritedRow_relation (H : BaseTable) (t : Table) (e : Fin t.darts) : (inheritedRow H t e).relation = t.rows[e].relation := by rw [inheritedRow_eq] apply Vector.ext intro i hi let j : Fin 4096 := ⟨i, hi⟩ let ab := relationIndex.symm j have h := accepts_original t (padding t) (familyCloudTable H t) e ab.1 ab.2 change relationAt ((regularize H t).relations[inheritedIndex H t e]) ab.1 ab.2 = relationAt t.rows[e].relation ab.1 ab.2 at h have hj : relationIndex (ab.1, ab.2) = j := relationIndex.apply_symm_apply j simpa only [relationAt, hj, Fin.getElem_fin, j] using h theorem inheritedRow_words (H : BaseTable) (t : Table) (e : Fin t.darts) : rowWords (inheritedRow H t e) = e.val :: ((internalDegree + 1) * t.rows[e].reverseIndex.val + internalDegree) :: relationWords t.rows[e].relation := by simp only [rowWords, inheritedRow_tail, inheritedRow_reverse, inheritedRow_relation, List.cons_append, List.nil_append] def prefixWords (t : Table) (e : Fin t.darts) : List Nat := [t.vertices, t.darts] ++ ((rowList t).take e.val).flatMap rowWords def suffixWords (t : Table) (e : Fin t.darts) : List Nat := ((rowList t).drop (e.val + 1)).flatMap rowWords theorem prefixWords_length (t : Table) (e : Fin t.darts) : (prefixWords t e).length = 2 + 4098 * e.val := by simp only [prefixWords, List.length_append, List.length_cons, List.length_nil, rowsWords_length, List.length_take, rowList_length, Nat.min_eq_left e.isLt.le] theorem tableWords_at_row (t : Table) (e : Fin t.darts) : GraphTables.tableWords t = prefixWords t e ++ (rowWords t.rows[e] ++ suffixWords t e) := by have he : e.val < (rowList t).length := by simpa only [rowList_length] using e.isLt have hs : (rowList t).take e.val ++ (rowList t)[e.val] :: (rowList t).drop (e.val + 1) = rowList t := by rw [List.getElem_cons_drop he, List.take_append_drop] have hw := congrArg (fun rs : List (DartRow t.vertices t.darts) => rs.flatMap rowWords) hs simp only [List.flatMap_append, List.flatMap_cons, rowList, Vector.getElem_toList] at hw unfold GraphTables.tableWords prefixWords suffixWords rowList rw [← hw] simp only [List.append_assoc, Fin.getElem_fin] theorem tableWords_drop_row (t : Table) (e : Fin t.darts) : (GraphTables.tableWords t).drop (2 + 4098 * e.val) = rowWords t.rows[e] ++ suffixWords t e := by rw [tableWords_at_row] exact List.drop_left' (l₂ := rowWords t.rows[e] ++ suffixWords t e) (prefixWords_length t e) theorem selected_reverse (t : Table) (e : Fin t.darts) : (GraphTables.tableWords t)[4098 * e.val + 3]? = some t.rows[e].reverseIndex.val := by have h := congrArg (fun words : List Nat => words[1]?) (tableWords_drop_row t e) simp only [List.getElem?_drop] at h rw [show 2 + 4098 * e.val + 1 = 4098 * e.val + 3 by omega] at h simpa [rowWords] using h theorem remaining_relation (t : Table) (e : Fin t.darts) : (GraphTables.tableWords t).drop (4098 * e.val + 3 + 1) = relationWords t.rows[e].relation ++ suffixWords t e := by rw [show 4098 * e.val + 3 + 1 = (2 + 4098 * e.val) + 2 by omega, ← List.drop_drop, tableWords_drop_row] simp only [rowWords, List.cons_append, List.drop_succ_cons, List.drop_zero, List.nil_append] abbrev Tape := Fin 10 abbrev Buffer := MachineFixedBlockMap.Buffer 4096 abbrev State (σ : Type) := (σ × Buffer) × Option Bool abbrev Alphabet (_ : Tape) := Bool def zeroBuffer : Buffer := MachineFixedBlockMap.emptyBuffer 4096 def lookupTape (i : Fin 5) : Tape := ⟨i.val + 1, by omega⟩ theorem lookupTape_injective : Function.Injective lookupTape := by intro i j h apply Fin.ext have hv := congrArg Fin.val h simp only [lookupTape] at hv omega theorem source_outside (i : Fin 5) : (0 : Tape) ≠ lookupTape i := by intro h have hv := congrArg Fin.val h simp only [lookupTape] at hv omega def fields : Fin 3 → Tape := Fin.cases 0 (Fin.cases 6 (fun _ => 7)) @[simp] theorem fields_zero : fields 0 = 0 := rfl @[simp] theorem fields_one : fields 1 = 6 := rfl @[simp] theorem fields_two : fields 2 = 7 := rfl theorem fields_separate (i : Fin 3) : fields i ≠ 8 ∧ fields i ≠ 5 := by fin_cases i <;> decide def copyStateEquiv (σ : Type) : ((σ × Option Bool) × Buffer) ≃ State σ where toFun s := ((s.1.1, s.2), s.1.2) invFun s := ((s.1.1, s.2), s.1.2) left_inv _ := rfl right_inv _ := rfl inductive Label | lookup (label : MachineAffineLookup.Label) | copyRelation | reverseSeed | reverseScan | reverseRestore | emit (label : MachineTableRows.Label) deriving DecidableEq, Fintype def relationCopyAt {K σ Λ : Type} (src dst : K) (exit : Option Λ) : TM2.Stmt (fun _ : K => Bool) Λ (State σ) := MachineStateEquiv.statement (copyStateEquiv σ) (PoweringMachineRow.encodedBlockAt src dst (id : Buffer → Buffer) exit) def instruction {σ Λ : Type} (q : Nat) (labels : Label → Λ) (exit : Option Λ) : Label → TM2.Stmt Alphabet Λ (State σ) | .lookup l => MachineAffineLookup.instruction 0 lookupTape 4098 3 (fun l => labels (.lookup l)) (some (labels .copyRelation)) l | .copyRelation => relationCopyAt 3 7 (some (labels .reverseSeed)) | .reverseSeed => MachineUnaryAffineAt.seed 6 q (labels .reverseScan) | .reverseScan => MachineUnaryAffineAt.scan 4 5 6 (q + 1) (labels .reverseScan) (labels .reverseRestore) | .reverseRestore => Reduction.MachineTransfer.loopAt 5 4 id false (labels .reverseRestore) (some (labels (.emit .relationRead))) | .emit l => MachineTableRows.routine fields 8 9 5 (fun l => labels (.emit l)) exit l def machine (q : Nat) : FinTM2 where K := Tape k₀ := 1 k₁ := 9 Γ := Alphabet Λ := Label main := .lookup .seed σ := State Unit initialState := (((), zeroBuffer), none) m := instruction q id none def looked (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : Tape → List Bool := MachineAffineLookup.finalTapes lookupTape base (GraphTables.tableWords t) (4098 * e.val + 3) t.rows[e].reverseIndex.val def copied (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : Tape → List Bool := Function.update (Function.update (looked t e base) 3 (encodeWords (suffixWords t e) ++ base 3)) 7 (encodeWords (relationWords t.rows[e].relation) ++ base 7) def affined (q : Nat) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : Tape → List Bool := Function.update (copied t e base) 6 (encodeWord ((q + 1) * t.rows[e].reverseIndex.val + q) ++ base 6) theorem looked_other (t : Table) (e : Fin t.darts) (base : Tape → List Bool) (k : Tape) (h₂ : k ≠ 2) (h₃ : k ≠ 3) (h₄ : k ≠ 4) : looked t e base k = base k := MachineAffineLookup.finalTapes_other lookupTape base _ _ _ k h₂ h₃ h₄ theorem looked_reverse (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : looked t e base 4 = encodeWord t.rows[e].reverseIndex.val ++ base 4 := MachineAffineLookup.finalTapes_output lookupTape base _ _ _ theorem looked_relation (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : looked t e base 3 = encodeWords (relationWords t.rows[e].relation) ++ (encodeWords (suffixWords t e) ++ base 3) := by change MachineLookup.tapes (2 : Tape) 3 4 base (encodeWord 0 ++ base 2) (encodeWords ((GraphTables.tableWords t).drop (4098 * e.val + 3 + 1)) ++ base 3) (encodeWord t.rows[e].reverseIndex.val ++ base 4) 3 = _ rw [MachineLookup.tapes_source _ _ _ (by decide), remaining_relation, encodeWords_append] exact List.append_assoc _ _ _ theorem vectorBits_eq_encodedBlock {n : Nat} (relation : Vector Bool n) : PoweringMachineRow.encodeBits (List.ofFn (fun i : Fin n => relation[i])) = encodeWords (relation.toList.map GraphTables.bitWord) := by rw [PoweringMachineRow.encodeBits_graphWords] congr 1 congr 1 have hvec : Vector.ofFn (fun i : Fin n => relation[i]) = relation := by apply Vector.ext intro i hi simp only [Vector.getElem_ofFn, Fin.getElem_fin] exact Vector.toList_ofFn.symm.trans (congrArg Vector.toList hvec) theorem relationBits_eq_encodedBlock (relation : RelationTable) : PoweringMachineRow.encodeBits (List.ofFn (fun i : Fin 4096 => relation[i])) = encodeWords (relationWords relation) := vectorBits_eq_encodedBlock relation theorem relationCopy_step {K Λ σ : Type} [DecidableEq K] (src dst : K) (hne : src ≠ dst) (label : Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (State σ)) (code : program label = relationCopyAt src dst exit) (relation : RelationTable) (suffix : List Bool) (base : K → List Bool) (input : base src = encodeWords (relationWords relation) ++ suffix) (ambient : σ) (buffer : Buffer) (register : Option Bool) : TM2.step program ⟨some label, ((ambient, buffer), register), base⟩ = some ⟨exit, ((ambient, zeroBuffer), register), Function.update (Function.update base src suffix) dst (encodeWords (relationWords relation) ++ base dst)⟩ := by change some (TM2.stepAux (program label) _ base) = _ rw [code] unfold relationCopyAt rw [MachineStateEquiv.stepAux_transport_symm] change some (MachineStateEquiv.configuration (copyStateEquiv σ) (TM2.stepAux (PoweringMachineRow.encodedBlockAt src dst (id : Buffer → Buffer) exit) ((ambient, register), buffer) base)) = _ have hinput : base src = PoweringMachineRow.encodeBits (List.ofFn (fun i : Fin 4096 => relation[i])) ++ suffix := by rw [relationBits_eq_encodedBlock] exact input rw [PoweringMachineRow.stepAux_encodedBlockAt src dst (id : Buffer → Buffer) exit hne (fun i : Fin 4096 => relation[i]) suffix ((ambient, register), buffer) base hinput] simp only [id_eq, relationBits_eq_encodedBlock, MachineStateEquiv.configuration, copyStateEquiv, zeroBuffer] rfl theorem relationCopy_pushBound {K Λ σ : Type} (src dst : K) (exit : Option Λ) : Runtime.statementPushBound (relationCopyAt (σ := σ) src dst exit) = 8192 := by rw [relationCopyAt, MachineStateEquiv.statementPushBound, PoweringMachineRow.statementPushBound_encodedBlockAt] theorem copied_other (t : Table) (e : Fin t.darts) (base : Tape → List Bool) (k : Tape) (h₂ : k ≠ 2) (h₃ : k ≠ 3) (h₄ : k ≠ 4) (h₇ : k ≠ 7) : copied t e base k = base k := by simp only [copied, Function.update_of_ne h₇, Function.update_of_ne h₃, looked_other t e base k h₂ h₃ h₄] theorem copied_reverse (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : copied t e base 4 = encodeWord t.rows[e].reverseIndex.val ++ base 4 := by simp only [copied, Function.update_of_ne (by decide : (4 : Tape) ≠ 7), Function.update_of_ne (by decide : (4 : Tape) ≠ 3), looked_reverse] theorem copied_relation (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : copied t e base 7 = encodeWords (relationWords t.rows[e].relation) ++ base 7 := by simp only [copied, Function.update_self] theorem affined_other (q : Nat) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) (k : Tape) (h₂ : k ≠ 2) (h₃ : k ≠ 3) (h₄ : k ≠ 4) (h₆ : k ≠ 6) (h₇ : k ≠ 7) : affined q t e base k = base k := by simp only [affined, Function.update_of_ne h₆, copied_other t e base k h₂ h₃ h₄ h₇] theorem affined_reverse (q : Nat) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : affined q t e base 6 = encodeWord ((q + 1) * t.rows[e].reverseIndex.val + q) ++ base 6 := by simp only [affined, Function.update_self] theorem affined_relation (q : Nat) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : affined q t e base 7 = encodeWords (relationWords t.rows[e].relation) ++ base 7 := by simp only [affined, Function.update_of_ne (by decide : (7 : Tape) ≠ 6), copied_relation] structure Input (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : Prop where indexWord : base 0 = encodeWord e.val tableWord : base 1 = tableBits t reverseEmpty : base 4 = [] scratchEmpty : base 5 = [] computedEmpty : base 6 = [] relationEmpty : base 7 = [] rowEmpty : base 8 = [] def emittedWords (q : Nat) (t : Table) (e : Fin t.darts) : List Nat := e.val :: ((q + 1) * t.rows[e].reverseIndex.val + q) :: relationWords t.rows[e].relation theorem affined_fields (q : Nat) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) (input : Input t e base) : MachineTableRows.fieldBits fields (affined q t e base) = encodeWords (emittedWords q t e) := by have htail := affined_other q t e base 0 (by decide) (by decide) (by decide) (by decide) (by decide) simp only [MachineTableRows.fieldBits, fields_zero, fields_one, fields_two, htail, input.indexWord, affined_reverse, input.computedEmpty, affined_relation, input.relationEmpty, List.append_nil, emittedWords, encodeWords, List.append_assoc] def rowSteps (q : Nat) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : Nat := 4 * (encodeWords (emittedWords q t e)).length + 2 * (base 9).length + 9 def steps (q : Nat) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : Nat := MachineAffineLookup.steps (GraphTables.tableWords t) e.val 4098 3 + 1 + (2 * (t.rows[e].reverseIndex.val + 1) + 1) + rowSteps q t e base def finalTapes (q : Nat) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : Tape → List Bool := Function.update (affined q t e base) 9 (base 9 ++ encodeWords (emittedWords q t e)) section Execution variable {Λ σ : Type} private theorem join_trace {A : Type*} {f : A → A} {m n : Nat} {a b c : A} (first : f^[m] a = b) (second : f^[n] b = c) : f^[m + n] a = c := by rw [Nat.add_comm m n, Function.iterate_add_apply, first, second] theorem lookupTrace (q : Nat) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt Alphabet Λ (State σ)) (code : ∀ l, program (labels l) = instruction q labels exit l) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) (input : Input t e base) (ambient : σ) (register : Option Bool) : (advance (TM2.step program))^[MachineAffineLookup.steps (GraphTables.tableWords t) e.val 4098 3] (some ⟨some (labels (.lookup .seed)), ((ambient, zeroBuffer), register), base⟩) = some ⟨some (labels .copyRelation), ((ambient, zeroBuffer), none), looked t e base⟩ := by exact MachineAffineLookup.affineLookupTrace 0 lookupTape lookupTape_injective source_outside 4098 3 (fun l => labels (.lookup l)) (some (labels .copyRelation)) program (fun l => code (.lookup l)) base (GraphTables.tableWords t) input.tableWord input.scratchEmpty e.val [] (by simpa only [List.append_nil] using input.indexWord) t.rows[e].reverseIndex.val (selected_reverse t e) (ambient, zeroBuffer) register theorem copyTrace (q : Nat) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt Alphabet Λ (State σ)) (code : ∀ l, program (labels l) = instruction q labels exit l) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) (ambient : σ) : (advance (TM2.step program))^[1] (some ⟨some (labels .copyRelation), ((ambient, zeroBuffer), none), looked t e base⟩) = some ⟨some (labels .reverseSeed), ((ambient, zeroBuffer), none), copied t e base⟩ := by simp only [Function.iterate_one, advance_some] have run := relationCopy_step (3 : Tape) 7 (by decide) (labels .copyRelation) (some (labels .reverseSeed)) program (code .copyRelation) t.rows[e].relation (encodeWords (suffixWords t e) ++ base 3) (looked t e base) (looked_relation t e base) ambient zeroBuffer none rw [looked_other t e base 7 (by decide) (by decide) (by decide)] at run exact run theorem affineTrace (q : Nat) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt Alphabet Λ (State σ)) (code : ∀ l, program (labels l) = instruction q labels exit l) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) (input : Input t e base) (ambient : σ) : (advance (TM2.step program))^[2 * (t.rows[e].reverseIndex.val + 1) + 1] (some ⟨some (labels .reverseSeed), ((ambient, zeroBuffer), none), copied t e base⟩) = some ⟨some (labels (.emit .relationRead)), ((ambient, zeroBuffer), none), affined q t e base⟩ := by have hsource : copied t e base 4 = encodeWord t.rows[e].reverseIndex.val ++ [] := by rw [copied_reverse, input.reverseEmpty] have hscratch : copied t e base 5 = [] := by rw [copied_other t e base 5 (by decide) (by decide) (by decide) (by decide), input.scratchEmpty] have run := MachineUnaryAffineAt.seededAffineTrace (4 : Tape) 5 6 (by decide) (by decide) (by decide) (q + 1) q (labels .reverseSeed) (labels .reverseScan) (labels .reverseRestore) (some (labels (.emit .relationRead))) program (code .reverseSeed) (code .reverseScan) (code .reverseRestore) (copied t e base) t.rows[e].reverseIndex.val [] hsource hscratch (ambient, zeroBuffer) none rw [copied_other t e base 6 (by decide) (by decide) (by decide) (by decide)] at run exact run theorem emitTrace (q : Nat) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt Alphabet Λ (State σ)) (code : ∀ l, program (labels l) = instruction q labels exit l) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) (input : Input t e base) (ambient : σ) : (advance (TM2.step program))^[rowSteps q t e base] (some ⟨some (labels (.emit .relationRead)), ((ambient, zeroBuffer), none), affined q t e base⟩) = some ⟨exit, ((ambient, zeroBuffer), none), finalTapes q t e base⟩ := by have hrow : affined q t e base 8 = [] := by rw [affined_other q t e base 8 (by decide) (by decide) (by decide) (by decide) (by decide), input.rowEmpty] have hscratch : affined q t e base 5 = [] := by rw [affined_other q t e base 5 (by decide) (by decide) (by decide) (by decide) (by decide), input.scratchEmpty] have hout := affined_other q t e base 9 (by decide) (by decide) (by decide) (by decide) (by decide) have hfields := affined_fields q t e base input have hsize : MachineTableRows.fieldSize fields (affined q t e base) = (encodeWords (emittedWords q t e)).length := by rw [← MachineTableRows.fieldBits_length, hfields] have run := MachineTableRows.appendTrace fields (8 : Tape) 9 5 fields_separate (by decide) (by decide) (by decide) (fun l => labels (.emit l)) exit program (fun l => code (.emit l)) (affined q t e base) hrow hscratch (ambient, zeroBuffer) none rw [hsize, hout, hfields] at run exact run theorem traceAt (q : Nat) (labels : Label → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt Alphabet Λ (State σ)) (code : ∀ l, program (labels l) = instruction q labels exit l) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) (input : Input t e base) (ambient : σ) (register : Option Bool) : (advance (TM2.step program))^[steps q t e base] (some ⟨some (labels (.lookup .seed)), ((ambient, zeroBuffer), register), base⟩) = some ⟨exit, ((ambient, zeroBuffer), none), finalTapes q t e base⟩ := by have hlookup := lookupTrace q labels exit program code t e base input ambient register have hcopy := copyTrace q labels exit program code t e base ambient have haffine := affineTrace q labels exit program code t e base input ambient have hemit := emitTrace q labels exit program code t e base input ambient exact join_trace (join_trace (join_trace hlookup hcopy) haffine) hemit end Execution def timeBound (q inputLength outputLength : Nat) : Nat := (4 * q + 17) * inputLength + 2 * outputLength + 4 * q + 32795 theorem steps_le (q : Nat) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) : steps q t e base ≤ timeBound q (tableBits t).length (base 9).length := by have hl := MachineAffineLookup.steps_le (GraphTables.tableWords t) e.val 4098 3 t.rows[e].reverseIndex.val (selected_reverse t e) have htable := tableWords_length_le_bits t have he : e.val ≤ (tableBits t).length := by have he := e.isLt; omega have hr : t.rows[e].reverseIndex.val ≤ (tableBits t).length := by have hrlt := t.rows[e].reverseIndex.isLt omega have hrel := relationBits_length_le t.rows[e].relation have hmul := Nat.mul_le_mul_left (4 * (q + 1) + 2) hr change MachineAffineLookup.steps (GraphTables.tableWords t) e.val 4098 3 ≤ 2 * e.val + 5 * (tableBits t).length + 6 at hl unfold steps rowSteps timeBound emittedWords simp only [encodeWords, List.length_append, encodeWord_length] nlinarith def machineInTime (H : BaseTable) (t : Table) (e : Fin t.darts) (base : Tape → List Bool) (input : Input t e base) (register : Option Bool) : StateTransition.EvalsToInTime (machine internalDegree).step ⟨some (.lookup .seed), (((), zeroBuffer), register), base⟩ (some ⟨none, (((), zeroBuffer), none), Function.update (affined internalDegree t e base) (9 : Tape) (base (9 : Tape) ++ encodeWords (rowWords (inheritedRow H t e)))⟩) (timeBound internalDegree (tableBits t).length (base (9 : Tape)).length) where steps := steps internalDegree t e base evals_in_steps := by change (advance (TM2.step (instruction internalDegree id none)))^[_] _ = _ rw [inheritedRow_words] exact traceAt internalDegree id none (instruction internalDegree id none) (fun _ => rfl) t e base input () register steps_le_m := steps_le internalDegree t e base end BinPackingGames.Foundations.Complexity.MachineRegularOriginalRow namespace BinPackingGames.Foundations.Complexity.MachineLazyRows open Turing MachineComposition PCP.GraphTables open PCP.PreprocessingLazyWords (reverseMap moveRow moveRow_words) variable {K Λ A : Type} [DecidableEq K] abbrev Label (d : Nat) := MachinePortReindex.Label d ⊕ MachineTableRows.Label abbrev State (A : Type) (d : Nat) := MachinePortReindex.State A d def addressIndex : Fin 5 → Fin 9 := ![1, 3, 4, 5, 6] theorem addressIndex_injective : Function.Injective addressIndex := by intro i j h fin_cases i <;> fin_cases j <;> simp_all [addressIndex] def fields (tape : Fin 9 → K) : Fin 3 → K := ![tape 0, tape 6, tape 2] def reindexInstruction (d : Nat) (positive : 0 < d) (c b : Nat) (tape : Fin 9 → K) (labels : Label d → Λ) (exit : Option Λ) : Label d → TM2.Stmt (fun _ : K => Bool) Λ (State A d) | .inl stage => MachinePortReindex.instruction d positive c b (tape ∘ addressIndex) (fun stage => labels (.inl stage)) (some (labels (.inr .relationRead))) stage | .inr stage => MachineTableRows.routine (fields tape) (tape 8) (tape 7) (tape 3) (fun stage => labels (.inr stage)) exit stage def instruction (d : Nat) (positive : 0 < d) (tape : Fin 9 → K) (labels : Label d → Λ) (exit : Option Λ) : Label d → TM2.Stmt (fun _ : K => Bool) Λ (State A d) := reindexInstruction d positive (2 * d) d tape labels exit def reindexRowBits (d c b v j : Nat) (relation : RelationTable) : List Bool := encodeWord v ++ encodeWord (MachinePortReindex.value d c b j) ++ encodeWords (relationWords relation) def reindexMappedTapes (d c b j : Nat) (tape : Fin 9 → K) (base : K → List Bool) : K → List Bool := Function.update base (tape 6) (encodeWord (MachinePortReindex.value d c b j)) def reindexResultTapes (d c b v j : Nat) (relation : RelationTable) (tape : Fin 9 → K) (base : K → List Bool) : K → List Bool := Function.update (reindexMappedTapes d c b j tape base) (tape 7) (base (tape 7) ++ reindexRowBits d c b v j relation) def reindexSteps (d c b v j : Nat) (relation : RelationTable) (output : List Bool) : Nat := MachinePortReindex.steps d j + 4 * (reindexRowBits d c b v j relation).length + 2 * output.length + 9 def rowBits (d v j : Nat) (relation : RelationTable) : List Bool := encodeWord v ++ encodeWord (reverseMap d j) ++ encodeWords (relationWords relation) def mappedTapes (d j : Nat) (tape : Fin 9 → K) (base : K → List Bool) : K → List Bool := Function.update base (tape 6) (encodeWord (reverseMap d j)) def resultTapes (d v j : Nat) (relation : RelationTable) (tape : Fin 9 → K) (base : K → List Bool) : K → List Bool := Function.update (mappedTapes d j tape base) (tape 7) (base (tape 7) ++ rowBits d v j relation) def steps (d v j : Nat) (relation : RelationTable) (output : List Bool) : Nat := MachinePortReindex.steps d j + 4 * (rowBits d v j relation).length + 2 * output.length + 9 theorem reindexRowTrace (d : Nat) (positive : 0 < d) (c b : Nat) (tape : Fin 9 → K) (distinct : Function.Injective tape) (labels : Label d → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (State A d)) (atLabels : ∀ l, program (labels l) = reindexInstruction d positive c b tape labels exit l) (base : K → List Bool) (v j : Nat) (relation : RelationTable) (tailWord : base (tape 0) = encodeWord v) (reverseWord : base (tape 1) = encodeWord j) (relationWord : base (tape 2) = encodeWords (relationWords relation)) (scratchEmpty : base (tape 3) = []) (workEmpty : base (tape 4) = []) (quotientEmpty : base (tape 5) = []) (newReverseEmpty : base (tape 6) = []) (rowEmpty : base (tape 8) = []) (ambient : A) : (advance (TM2.step program))^[reindexSteps d c b v j relation (base (tape 7))] (some ⟨some (labels (.inl .copySeed)), MachinePortReindex.clean d positive ambient, base⟩) = some ⟨exit, MachinePortReindex.clean d positive ambient, reindexResultTapes d c b v j relation tape base⟩ := by have hd (i k : Fin 9) (h : i ≠ k) : tape i ≠ tape k := fun e => h (distinct e) have ha0 : addressIndex 0 = 1 := rfl have ha4 : addressIndex 4 = 6 := rfl have mapRun := MachinePortReindex.reindexTrace d positive c b (tape ∘ addressIndex) (distinct.comp addressIndex_injective) (fun stage => labels (.inl stage)) (some (labels (.inr .relationRead))) program (fun stage => atLabels (.inl stage)) base j [] (by simpa only [Function.comp_apply, ha0, List.append_nil] using reverseWord) scratchEmpty workEmpty quotientEmpty ambient simp only [Function.comp_apply, ha4, newReverseEmpty, List.append_nil] at mapRun change (advance (TM2.step program))^[MachinePortReindex.steps d j] (some ⟨some (labels (.inl .copySeed)), MachinePortReindex.clean d positive ambient, base⟩) = some ⟨some (labels (.inr .relationRead)), MachinePortReindex.clean d positive ambient, reindexMappedTapes d c b j tape base⟩ at mapRun have hfields (i : Fin 3) : fields tape i ≠ tape 8 ∧ fields tape i ≠ tape 3 := by fin_cases i · exact ⟨hd 0 8 (by decide), hd 0 3 (by decide)⟩ · exact ⟨hd 6 8 (by decide), hd 6 3 (by decide)⟩ · exact ⟨hd 2 8 (by decide), hd 2 3 (by decide)⟩ have hbits : MachineTableRows.fieldBits (fields tape) (reindexMappedTapes d c b j tape base) = reindexRowBits d c b v j relation := by simp [MachineTableRows.fieldBits, fields, reindexMappedTapes, hd 0 6 (by decide), hd 2 6 (by decide), tailWord, relationWord, reindexRowBits] have hsize : MachineTableRows.fieldSize (fields tape) (reindexMappedTapes d c b j tape base) = (reindexRowBits d c b v j relation).length := by rw [← MachineTableRows.fieldBits_length, hbits] have hout : reindexMappedTapes d c b j tape base (tape 7) = base (tape 7) := by simp [reindexMappedTapes, hd 7 6 (by decide)] have appendRun := MachineTableRows.appendTrace (fields tape) (tape 8) (tape 7) (tape 3) hfields (hd 8 7 (by decide)) (hd 8 3 (by decide)) (hd 7 3 (by decide)) (fun stage => labels (.inr stage)) exit program (fun stage => atLabels (.inr stage)) (reindexMappedTapes d c b j tape base) (by simp [reindexMappedTapes, hd 8 6 (by decide), rowEmpty]) (by simp [reindexMappedTapes, hd 3 6 (by decide), scratchEmpty]) (ambient, MachineFixedDivMod.residue d positive 0) none rw [hsize, hout, hbits] at appendRun change (advance (TM2.step program))^[4 * (reindexRowBits d c b v j relation).length + 2 * (base (tape 7)).length + 9] (some ⟨some (labels (.inr .relationRead)), MachinePortReindex.clean d positive ambient, reindexMappedTapes d c b j tape base⟩) = some ⟨exit, MachinePortReindex.clean d positive ambient, reindexResultTapes d c b v j relation tape base⟩ at appendRun rw [show reindexSteps d c b v j relation (base (tape 7)) = (4 * (reindexRowBits d c b v j relation).length + 2 * (base (tape 7)).length + 9) + MachinePortReindex.steps d j by unfold reindexSteps; omega, Function.iterate_add_apply, mapRun, appendRun] theorem rowTrace (d : Nat) (positive : 0 < d) (tape : Fin 9 → K) (distinct : Function.Injective tape) (labels : Label d → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (State A d)) (atLabels : ∀ l, program (labels l) = instruction d positive tape labels exit l) (base : K → List Bool) (v j : Nat) (relation : RelationTable) (tailWord : base (tape 0) = encodeWord v) (reverseWord : base (tape 1) = encodeWord j) (relationWord : base (tape 2) = encodeWords (relationWords relation)) (scratchEmpty : base (tape 3) = []) (workEmpty : base (tape 4) = []) (quotientEmpty : base (tape 5) = []) (newReverseEmpty : base (tape 6) = []) (rowEmpty : base (tape 8) = []) (ambient : A) : (advance (TM2.step program))^[steps d v j relation (base (tape 7))] (some ⟨some (labels (.inl .copySeed)), MachinePortReindex.clean d positive ambient, base⟩) = some ⟨exit, MachinePortReindex.clean d positive ambient, resultTapes d v j relation tape base⟩ := by simpa only [reindexSteps, reindexResultTapes, reindexMappedTapes, reindexRowBits, MachinePortReindex.lazy_value, reverseMap, steps, resultTapes, mappedTapes, rowBits] using reindexRowTrace d positive (2 * d) d tape distinct labels exit program atLabels base v j relation tailWord reverseWord relationWord scratchEmpty workEmpty quotientEmpty newReverseEmpty rowEmpty ambient theorem rowBits_eq_moveRow {n d : Nat} (table : PCP.PortTables.Table n d) (v : Fin n) (p : Fin d) : rowBits d v.val (PCP.PreprocessingLazyWords.row table v p).reverseIndex.val (PCP.PreprocessingLazyWords.row table v p).relation = encodeWords (rowWords (moveRow table v p)) := by rw [moveRow_words] simp [rowBits, encodeWords] def machine (d : Nat) (positive : 0 < d) : FinTM2 where K := Fin 9 k₀ := 1 k₁ := 7 Γ _ := Bool Λ := Label d main := .inl .copySeed σ := State Unit d initialState := MachinePortReindex.clean d positive () m := instruction d positive id id none abbrev Buffer := MachineRegularOriginalRow.Buffer abbrev StreamState (A : Type) (d : Nat) := State (A × Buffer) d def streamClean (d : Nat) (positive : 0 < d) (ambient : A) : StreamState A d := MachinePortReindex.clean d positive (ambient, MachineRegularOriginalRow.zeroBuffer) def relationStateEquiv (A : Type) (d : Nat) : MachineRegularOriginalRow.State (A × Fin d) ≃ StreamState A d where toFun s := (((s.1.1.1, s.1.2), s.1.1.2), s.2) invFun s := (((s.1.1.1, s.1.2), s.1.1.2), s.2) left_inv _ := rfl right_inv _ := rfl def streamRelationCopy (d : Nat) (source destination : K) (exit : Option Λ) : TM2.Stmt (fun _ : K => Bool) Λ (StreamState A d) := MachineStateEquiv.statement (relationStateEquiv A d) (MachineRegularOriginalRow.relationCopyAt source destination exit) theorem streamRelationCopy_step (d : Nat) (positive : 0 < d) (source destination : K) (different : source ≠ destination) (label : Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (StreamState A d)) (code : program label = streamRelationCopy d source destination exit) (relation : RelationTable) (suffix : List Bool) (base : K → List Bool) (input : base source = encodeWords (relationWords relation) ++ suffix) (ambient : A) : TM2.step program ⟨some label, streamClean d positive ambient, base⟩ = some ⟨exit, streamClean d positive ambient, Function.update (Function.update base source suffix) destination (encodeWords (relationWords relation) ++ base destination)⟩ := by have hraw := MachineRegularOriginalRow.relationCopy_step source destination different label exit (fun _ => MachineRegularOriginalRow.relationCopyAt source destination exit) rfl relation suffix base input (ambient, MachineFixedDivMod.residue d positive 0) MachineRegularOriginalRow.zeroBuffer none have haux := Option.some.inj hraw change some (TM2.stepAux (program label) (streamClean d positive ambient) base) = _ rw [code, streamRelationCopy, MachineStateEquiv.stepAux_transport_symm] change some (MachineStateEquiv.configuration (relationStateEquiv A d) (TM2.stepAux (MachineRegularOriginalRow.relationCopyAt source destination exit) (((ambient, MachineFixedDivMod.residue d positive 0), MachineRegularOriginalRow.zeroBuffer), none) base)) = _ rw [haux] rfl def bodyIndex (i : Fin 9) : Fin 10 := i.castSucc theorem bodyIndex_injective : Function.Injective bodyIndex := by intro i j h apply Fin.ext exact congrArg (fun k : Fin 10 => k.val) h inductive StreamLabel (d : Nat) | tailStart | tailRead | reverseStart | reverseRead | copyRelation | row (stage : Label d) | clearTail | clearOld | clearRelation | clearNew deriving DecidableEq, Fintype def streamInstruction (d : Nat) (positive : 0 < d) (c b : Nat) (tape : Fin 10 → K) (labels : StreamLabel d → Λ) (exit : Option Λ) : StreamLabel d → TM2.Stmt (fun _ : K => Bool) Λ (StreamState A d) | .tailStart => Hastad.SourceMachine.fieldStart (tape 0) (labels .tailRead) | .tailRead => Hastad.SourceMachine.fieldLoop (tape 9) (tape 0) (labels .tailRead) (some (labels .reverseStart)) | .reverseStart => Hastad.SourceMachine.fieldStart (tape 1) (labels .reverseRead) | .reverseRead => Hastad.SourceMachine.fieldLoop (tape 9) (tape 1) (labels .reverseRead) (some (labels .copyRelation)) | .copyRelation => streamRelationCopy d (tape 9) (tape 2) (some (labels (.row (.inl .copySeed)))) | .row stage => reindexInstruction d positive c b (tape ∘ bodyIndex) (fun stage => labels (.row stage)) (some (labels .clearTail)) stage | .clearTail => MachineDrain.drain (tape 0) (labels .clearTail) (some (labels .clearOld)) | .clearOld => MachineDrain.drain (tape 1) (labels .clearOld) (some (labels .clearRelation)) | .clearRelation => MachineDrain.drain (tape 2) (labels .clearRelation) (some (labels .clearNew)) | .clearNew => MachineDrain.drain (tape 6) (labels .clearNew) exit def inputRowBits (v j : Nat) (relation : RelationTable) : List Bool := encodeWord v ++ encodeWord j ++ encodeWords (relationWords relation) def streamRowSteps (d c b v j : Nat) (relation : RelationTable) (output : List Bool) : Nat := (v + 2) + (j + 2) + 1 + reindexSteps d c b v j relation output + (v + 2) + (j + 2) + ((encodeWords (relationWords relation)).length + 1) + (MachinePortReindex.value d c b j + 2) def streamResultTapes (d c b v j : Nat) (relation : RelationTable) (tape : Fin 10 → K) (base : K → List Bool) (suffix : List Bool) : K → List Bool := Function.update (Function.update base (tape 9) suffix) (tape 7) (base (tape 7) ++ reindexRowBits d c b v j relation) private theorem joinTrace {X : Type*} {f : X → X} {a b c : X} {n m : Nat} (first : f^[n] a = b) (second : f^[m] b = c) : f^[n + m] a = c := by rw [Nat.add_comm, Function.iterate_add_apply, first, second] theorem streamRowTrace (d : Nat) (positive : 0 < d) (c b : Nat) (tape : Fin 10 → K) (distinct : Function.Injective tape) (labels : StreamLabel d → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (StreamState A d)) (atLabels : ∀ l, program (labels l) = streamInstruction d positive c b tape labels exit l) (base : K → List Bool) (v j : Nat) (relation : RelationTable) (suffix : List Bool) (input : base (tape 9) = inputRowBits v j relation ++ suffix) (empty : ∀ i : Fin 10, i ≠ 7 → i ≠ 9 → base (tape i) = []) (ambient : A) : (advance (TM2.step program))^[streamRowSteps d c b v j relation (base (tape 7))] (some ⟨some (labels .tailStart), streamClean d positive ambient, base⟩) = some ⟨exit, streamClean d positive ambient, streamResultTapes d c b v j relation tape base suffix⟩ := by have hd (i k : Fin 10) (h : i ≠ k) : tape i ≠ tape k := fun x => h (distinct x) have hb6 : bodyIndex 6 = 6 := rfl have hb7 : bodyIndex 7 = 7 := rfl have h₀ := empty 0 (by decide) (by decide) have h₁ := empty 1 (by decide) (by decide) have h₂ := empty 2 (by decide) (by decide) have h₃ := empty 3 (by decide) (by decide) have h₄ := empty 4 (by decide) (by decide) have h₅ := empty 5 (by decide) (by decide) have h₆ := empty 6 (by decide) (by decide) have h₈ := empty 8 (by decide) (by decide) let relationBits := encodeWords (relationWords relation) let tailLoaded := Function.update (Function.update base (tape 9) (encodeWord j ++ (relationBits ++ suffix))) (tape 0) (encodeWord v) let reverseLoaded := Function.update (Function.update tailLoaded (tape 9) (relationBits ++ suffix)) (tape 1) (encodeWord j) let loaded := Function.update (Function.update reverseLoaded (tape 9) suffix) (tape 2) relationBits let rowed := reindexResultTapes d c b v j relation (tape ∘ bodyIndex) loaded let tailCleared := Function.update rowed (tape 0) [] let oldCleared := Function.update tailCleared (tape 1) [] let relationCleared := Function.update oldCleared (tape 2) [] have tailRun : (advance (TM2.step program))^[v + 2] (some ⟨some (labels .tailStart), streamClean d positive ambient, base⟩) = some ⟨some (labels .reverseStart), streamClean d positive ambient, tailLoaded⟩ := by have h := (Hastad.SourceMachine.fieldInTime (tape 9) (tape 0) (hd 9 0 (by decide)) (labels .tailStart) (labels .tailRead) (some (labels .reverseStart)) program (atLabels .tailStart) (atLabels .tailRead) base v (encodeWord j ++ (relationBits ++ suffix)) (by simpa only [inputRowBits, List.append_assoc] using input) ((ambient, MachineRegularOriginalRow.zeroBuffer), MachineFixedDivMod.residue d positive 0) none).evals_in_steps simp only [Hastad.SourceMachine.fieldInTime, Hastad.SourceMachine.fieldTapes, h₀, List.append_nil] at h convert h using 1 <;> rfl have reverseRun : (advance (TM2.step program))^[j + 2] (some ⟨some (labels .reverseStart), streamClean d positive ambient, tailLoaded⟩) = some ⟨some (labels .copyRelation), streamClean d positive ambient, reverseLoaded⟩ := by have hstart : tailLoaded (tape 1) = [] := by simp [tailLoaded, hd 1 0 (by decide), hd 1 9 (by decide), h₁] have h := (Hastad.SourceMachine.fieldInTime (tape 9) (tape 1) (hd 9 1 (by decide)) (labels .reverseStart) (labels .reverseRead) (some (labels .copyRelation)) program (atLabels .reverseStart) (atLabels .reverseRead) tailLoaded j (relationBits ++ suffix) (by simp [tailLoaded, hd 9 0 (by decide)]) ((ambient, MachineRegularOriginalRow.zeroBuffer), MachineFixedDivMod.residue d positive 0) none).evals_in_steps simp only [Hastad.SourceMachine.fieldInTime, Hastad.SourceMachine.fieldTapes, hstart, List.append_nil] at h convert h using 1 <;> rfl have copyRun : (advance (TM2.step program))^[1] (some ⟨some (labels .copyRelation), streamClean d positive ambient, reverseLoaded⟩) = some ⟨some (labels (.row (.inl .copySeed))), streamClean d positive ambient, loaded⟩ := by have hempty : reverseLoaded (tape 2) = [] := by simp [reverseLoaded, tailLoaded, hd 2 1 (by decide), hd 2 9 (by decide), hd 2 0 (by decide), h₂] have h := streamRelationCopy_step d positive (tape 9) (tape 2) (hd 9 2 (by decide)) (labels .copyRelation) (some (labels (.row (.inl .copySeed)))) program (atLabels .copyRelation) relation suffix reverseLoaded (by simp [reverseLoaded, relationBits, hd 9 1 (by decide)]) ambient simpa only [Function.iterate_one, advance_some, hempty, List.append_nil, loaded] using h have hs (i : Fin 10) (hi : i ≠ 0) (hi' : i ≠ 1) (hi'' : i ≠ 2) (hi''' : i ≠ 9) : loaded (tape i) = base (tape i) := by simp [loaded, reverseLoaded, tailLoaded, hd i 0 hi, hd i 1 hi', hd i 2 hi'', hd i 9 hi'''] have loadedTail : loaded (tape 0) = encodeWord v := by simp [loaded, reverseLoaded, tailLoaded, hd 0 2 (by decide), hd 0 9 (by decide), hd 0 1 (by decide)] have loadedReverse : loaded (tape 1) = encodeWord j := by simp [loaded, reverseLoaded, hd 1 2 (by decide), hd 1 9 (by decide)] have loadedRelation : loaded (tape 2) = relationBits := by simp [loaded] have bodyRun := reindexRowTrace d positive c b (tape ∘ bodyIndex) (distinct.comp bodyIndex_injective) (fun stage => labels (.row stage)) (some (labels .clearTail)) program (fun stage => atLabels (.row stage)) loaded v j relation loadedTail loadedReverse loadedRelation ((hs 3 (by decide) (by decide) (by decide) (by decide)).trans h₃) ((hs 4 (by decide) (by decide) (by decide) (by decide)).trans h₄) ((hs 5 (by decide) (by decide) (by decide) (by decide)).trans h₅) ((hs 6 (by decide) (by decide) (by decide) (by decide)).trans h₆) ((hs 8 (by decide) (by decide) (by decide) (by decide)).trans h₈) (ambient, MachineRegularOriginalRow.zeroBuffer) have hout : loaded ((tape ∘ bodyIndex) 7) = base (tape 7) := hs 7 (by decide) (by decide) (by decide) (by decide) rw [hout] at bodyRun change (advance (TM2.step program))^[reindexSteps d c b v j relation (base (tape 7))] (some ⟨some (labels (.row (.inl .copySeed))), streamClean d positive ambient, loaded⟩) = some ⟨some (labels .clearTail), streamClean d positive ambient, rowed⟩ at bodyRun have rowedTail : rowed (tape 0) = encodeWord v := by simp only [rowed, reindexResultTapes, reindexMappedTapes, Function.comp_apply, hb6, hb7] simpa only [Function.update_of_ne (hd 0 7 (by decide)), Function.update_of_ne (hd 0 6 (by decide))] using loadedTail have rowedOld : tailCleared (tape 1) = encodeWord j := by simp only [tailCleared, rowed, reindexResultTapes, reindexMappedTapes, Function.comp_apply, hb6, hb7] simpa only [Function.update_of_ne (hd 1 0 (by decide)), Function.update_of_ne (hd 1 7 (by decide)), Function.update_of_ne (hd 1 6 (by decide))] using loadedReverse have rowedRelation : oldCleared (tape 2) = relationBits := by simp only [oldCleared, tailCleared, rowed, reindexResultTapes, reindexMappedTapes, Function.comp_apply, hb6, hb7] simpa only [Function.update_of_ne (hd 2 1 (by decide)), Function.update_of_ne (hd 2 0 (by decide)), Function.update_of_ne (hd 2 7 (by decide)), Function.update_of_ne (hd 2 6 (by decide))] using loadedRelation have rowedNew : relationCleared (tape 6) = encodeWord (MachinePortReindex.value d c b j) := by simp [relationCleared, oldCleared, tailCleared, rowed, reindexResultTapes, reindexMappedTapes, Function.comp_apply, bodyIndex, hd 6 2 (by decide), hd 6 1 (by decide), hd 6 0 (by decide), hd 6 7 (by decide)] have clearTail := (MachineDrain.drainInTime (tape 0) (labels .clearTail) (some (labels .clearOld)) program (atLabels .clearTail) rowed ((ambient, MachineRegularOriginalRow.zeroBuffer), MachineFixedDivMod.residue d positive 0) none).evals_in_steps change (advance (TM2.step program))^[(rowed (tape 0)).length + 1] (some ⟨some (labels .clearTail), streamClean d positive ambient, rowed⟩) = some ⟨some (labels .clearOld), streamClean d positive ambient, tailCleared⟩ at clearTail rw [rowedTail, encodeWord_length] at clearTail have clearOld := (MachineDrain.drainInTime (tape 1) (labels .clearOld) (some (labels .clearRelation)) program (atLabels .clearOld) tailCleared ((ambient, MachineRegularOriginalRow.zeroBuffer), MachineFixedDivMod.residue d positive 0) none).evals_in_steps change (advance (TM2.step program))^[(tailCleared (tape 1)).length + 1] (some ⟨some (labels .clearOld), streamClean d positive ambient, tailCleared⟩) = some ⟨some (labels .clearRelation), streamClean d positive ambient, oldCleared⟩ at clearOld rw [rowedOld, encodeWord_length] at clearOld have clearRelation := (MachineDrain.drainInTime (tape 2) (labels .clearRelation) (some (labels .clearNew)) program (atLabels .clearRelation) oldCleared ((ambient, MachineRegularOriginalRow.zeroBuffer), MachineFixedDivMod.residue d positive 0) none).evals_in_steps change (advance (TM2.step program))^[(oldCleared (tape 2)).length + 1] (some ⟨some (labels .clearRelation), streamClean d positive ambient, oldCleared⟩) = some ⟨some (labels .clearNew), streamClean d positive ambient, relationCleared⟩ at clearRelation rw [rowedRelation] at clearRelation have clearNew := (MachineDrain.drainInTime (tape 6) (labels .clearNew) exit program (atLabels .clearNew) relationCleared ((ambient, MachineRegularOriginalRow.zeroBuffer), MachineFixedDivMod.residue d positive 0) none).evals_in_steps change (advance (TM2.step program))^[(relationCleared (tape 6)).length + 1] (some ⟨some (labels .clearNew), streamClean d positive ambient, relationCleared⟩) = some ⟨exit, streamClean d positive ambient, Function.update relationCleared (tape 6) []⟩ at clearNew rw [rowedNew, encodeWord_length] at clearNew have finalFrame : Function.update relationCleared (tape 6) [] = streamResultTapes d c b v j relation tape base suffix := by funext k by_cases h6 : k = tape 6 · subst k simp [streamResultTapes, hd 6 7 (by decide), hd 6 9 (by decide), h₆] · by_cases h2 : k = tape 2 · subst k simp [relationCleared, streamResultTapes, hd 2 6 (by decide), hd 2 7 (by decide), hd 2 9 (by decide), h₂] · by_cases h1 : k = tape 1 · subst k simp [relationCleared, oldCleared, streamResultTapes, hd 1 6 (by decide), hd 1 2 (by decide), hd 1 7 (by decide), hd 1 9 (by decide), h₁] · by_cases h0 : k = tape 0 · subst k simp [relationCleared, oldCleared, tailCleared, streamResultTapes, hd 0 6 (by decide), hd 0 2 (by decide), hd 0 1 (by decide), hd 0 7 (by decide), hd 0 9 (by decide), h₀] · by_cases h7 : k = tape 7 · subst k simp [relationCleared, oldCleared, tailCleared, rowed, reindexResultTapes, reindexMappedTapes, Function.comp_apply, bodyIndex, streamResultTapes, loaded, reverseLoaded, tailLoaded, hd 7 6 (by decide), hd 7 2 (by decide), hd 7 1 (by decide), hd 7 0 (by decide), hd 7 9 (by decide)] · by_cases h9 : k = tape 9 · subst k simp [relationCleared, oldCleared, tailCleared, rowed, reindexResultTapes, reindexMappedTapes, Function.comp_apply, bodyIndex, loaded, reverseLoaded, tailLoaded, streamResultTapes, hd 9 6 (by decide), hd 9 2 (by decide), hd 9 1 (by decide), hd 9 0 (by decide), hd 9 7 (by decide)] · simp [relationCleared, oldCleared, tailCleared, rowed, reindexResultTapes, reindexMappedTapes, Function.comp_apply, bodyIndex, loaded, reverseLoaded, tailLoaded, streamResultTapes, h6, h2, h1, h0, h7, h9] rw [finalFrame] at clearNew exact joinTrace (joinTrace (joinTrace (joinTrace (joinTrace (joinTrace (joinTrace tailRun reverseRun) copyRun) bodyRun) clearTail) clearOld) clearRelation) clearNew abbrev VertexLabel (d : Nat) := Fin (d + 1) × Option (StreamLabel d) def vertexInstruction (d : Nat) (positive : 0 < d) (c b : Nat) (tape : Fin 10 → K) (labels : VertexLabel d → Λ) (exit : Option Λ) : VertexLabel d → TM2.Stmt (fun _ : K => Bool) Λ (StreamState A d) | (i, none) => if i.val < d then .goto fun _ => labels (i, some .tailStart) else MachinePortReindex.exitAt exit | (i, some stage) => if h : i.val < d then streamInstruction d positive c b tape (fun stage => labels (i, some stage)) (some (labels (⟨i.val + 1, by omega⟩, none))) stage else MachinePortReindex.exitAt exit def recordsInput {n m : Nat} (rows : List (DartRow n m)) : List Bool := rows.flatMap (fun r => inputRowBits r.tail.val r.reverseIndex.val r.relation) def recordsOutput {n m : Nat} (d c b : Nat) (rows : List (DartRow n m)) : List Bool := rows.flatMap (fun r => reindexRowBits d c b r.tail.val r.reverseIndex.val r.relation) def streamFrame {n m : Nat} (tape : Fin 10 → K) (base : K → List Bool) (rows : List (DartRow n m)) (output : List Bool) : K → List Bool := Function.update (Function.update base (tape 9) (recordsInput rows ++ base (tape 9))) (tape 7) output def vertexSteps {n m : Nat} (d c b : Nat) : List (DartRow n m) → List Bool → Nat | [], _ => 1 | r :: rows, output => 1 + streamRowSteps d c b r.tail.val r.reverseIndex.val r.relation output + vertexSteps d c b rows (output ++ reindexRowBits d c b r.tail.val r.reverseIndex.val r.relation) theorem recordsInput_eq_codec {n m : Nat} (rows : List (DartRow n m)) : recordsInput rows = encodeWords (rows.flatMap rowWords) := by induction rows with | nil => rfl | cons r rows ih => simp only [recordsInput, List.flatMap_cons, encodeWords_append, MachineTableRows.rowBits_eq, inputRowBits] at ih ⊢ rw [ih] private theorem streamFrame_afterRow {n m : Nat} (d c b : Nat) (r : DartRow n m) (tape : Fin 10 → K) (distinct : Function.Injective tape) (base : K → List Bool) (rows : List (DartRow n m)) (output : List Bool) : streamResultTapes d c b r.tail.val r.reverseIndex.val r.relation tape (streamFrame tape base (r :: rows) output) (recordsInput rows ++ base (tape 9)) = streamFrame tape base rows (output ++ reindexRowBits d c b r.tail.val r.reverseIndex.val r.relation) := by have h79 : tape 7 ≠ tape 9 := fun h => (by decide : (7 : Fin 10) ≠ 9) (distinct h) funext k by_cases h7 : k = tape 7 · subst k simp [streamResultTapes, streamFrame] · by_cases h9 : k = tape 9 · subst k simp [streamResultTapes, streamFrame, Ne.symm h79] · simp [streamResultTapes, streamFrame, h7, h9] theorem vertexSuffixTrace {n m : Nat} (d : Nat) (positive : 0 < d) (c b : Nat) (tape : Fin 10 → K) (distinct : Function.Injective tape) (labels : VertexLabel d → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (StreamState A d)) (atLabels : ∀ l, program (labels l) = vertexInstruction d positive c b tape labels exit l) (base : K → List Bool) (rows : Fin d → DartRow n m) (empty : ∀ i : Fin 10, i ≠ 7 → i ≠ 9 → base (tape i) = []) (ambient : A) (remaining : Nat) (i : Fin (d + 1)) (count : i.val + remaining = d) (output : List Bool) : (advance (TM2.step program))^[vertexSteps d c b ((List.ofFn rows).drop i.val) output] (some ⟨some (labels (i, none)), streamClean d positive ambient, streamFrame tape base ((List.ofFn rows).drop i.val) output⟩) = some ⟨exit, streamClean d positive ambient, streamFrame (n := n) (m := m) tape base [] (output ++ recordsOutput d c b ((List.ofFn rows).drop i.val))⟩ := by have hd (a k : Fin 10) (h : a ≠ k) : tape a ≠ tape k := fun x => h (distinct x) induction remaining generalizing i output with | zero => have hi : i.val = d := by omega have hdrop : (List.ofFn rows).drop i.val = [] := by apply List.drop_eq_nil_of_le simp only [List.length_ofFn, hi, le_refl] rw [hdrop] simp only [vertexSteps, recordsOutput, List.flatMap_nil, List.append_nil] change some (TM2.stepAux (program (labels (i, none))) _ _) = _ rw [atLabels] cases exit <;> simp [vertexInstruction, hi, MachinePortReindex.exitAt, TM2.stepAux] | succ remaining ih => have hi : i.val < d := by omega let port : Fin d := ⟨i.val, hi⟩ let next : Fin (d + 1) := ⟨i.val + 1, by omega⟩ let rest := (List.ofFn rows).drop (i.val + 1) have split : (List.ofFn rows).drop i.val = rows port :: rest := by have h := List.getElem_cons_drop (as := List.ofFn rows) (i := i.val) (by simpa only [List.length_ofFn] using hi) simpa only [List.getElem_ofFn, port, rest] using h.symm let initial := streamFrame tape base (rows port :: rest) output have boundary : (advance (TM2.step program))^[1] (some ⟨some (labels (i, none)), streamClean d positive ambient, initial⟩) = some ⟨some (labels (i, some .tailStart)), streamClean d positive ambient, initial⟩ := by change some (TM2.stepAux (program (labels (i, none))) _ _) = _ rw [atLabels] simp [vertexInstruction, hi, TM2.stepAux] have body := streamRowTrace d positive c b tape distinct (fun stage => labels (i, some stage)) (some (labels (next, none))) program (by intro stage simpa only [vertexInstruction, hi, dite_true, next] using (atLabels (i, some stage))) initial (rows port).tail.val (rows port).reverseIndex.val (rows port).relation (recordsInput rest ++ base (tape 9)) (by simp [initial, streamFrame, hd 9 7 (by decide), recordsInput, List.append_assoc]) (by intro k hk7 hk9 simp [initial, streamFrame, hd k 7 hk7, hd k 9 hk9, empty k hk7 hk9]) ambient have initialOutput : initial (tape 7) = output := by simp [initial, streamFrame] rw [initialOutput] at body change (advance (TM2.step program))^[streamRowSteps d c b (rows port).tail.val (rows port).reverseIndex.val (rows port).relation output] (some ⟨some (labels (i, some .tailStart)), streamClean d positive ambient, initial⟩) = some ⟨some (labels (next, none)), streamClean d positive ambient, streamResultTapes d c b (rows port).tail.val (rows port).reverseIndex.val (rows port).relation tape initial (recordsInput rest ++ base (tape 9))⟩ at body rw [show streamResultTapes d c b (rows port).tail.val (rows port).reverseIndex.val (rows port).relation tape initial (recordsInput rest ++ base (tape 9)) = streamFrame tape base rest (output ++ reindexRowBits d c b (rows port).tail.val (rows port).reverseIndex.val (rows port).relation) from streamFrame_afterRow d c b (rows port) tape distinct base rest output] at body have nextCount : next.val + remaining = d := by dsimp [next]; omega have tail := ih next nextCount (output ++ reindexRowBits d c b (rows port).tail.val (rows port).reverseIndex.val (rows port).relation) change (advance (TM2.step program))^[vertexSteps d c b rest (output ++ reindexRowBits d c b (rows port).tail.val (rows port).reverseIndex.val (rows port).relation)] (some ⟨some (labels (next, none)), streamClean d positive ambient, streamFrame tape base rest (output ++ reindexRowBits d c b (rows port).tail.val (rows port).reverseIndex.val (rows port).relation)⟩) = some ⟨exit, streamClean d positive ambient, streamFrame (n := n) (m := m) tape base [] ((output ++ reindexRowBits d c b (rows port).tail.val (rows port).reverseIndex.val (rows port).relation) ++ recordsOutput d c b rest)⟩ at tail rw [split] have all := joinTrace (joinTrace boundary body) tail simpa only [vertexSteps, initial, recordsOutput, List.flatMap_cons, List.append_assoc] using all theorem vertexTrace {n m : Nat} (d : Nat) (positive : 0 < d) (c b : Nat) (tape : Fin 10 → K) (distinct : Function.Injective tape) (labels : VertexLabel d → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (StreamState A d)) (atLabels : ∀ l, program (labels l) = vertexInstruction d positive c b tape labels exit l) (base : K → List Bool) (rows : Fin d → DartRow n m) (empty : ∀ i : Fin 10, i ≠ 7 → i ≠ 9 → base (tape i) = []) (ambient : A) (output : List Bool) : (advance (TM2.step program))^[vertexSteps d c b (List.ofFn rows) output] (some ⟨some (labels (0, none)), streamClean d positive ambient, streamFrame tape base (List.ofFn rows) output⟩) = some ⟨exit, streamClean d positive ambient, streamFrame (n := n) (m := m) tape base [] (output ++ recordsOutput d c b (List.ofFn rows))⟩ := by simpa only [Fin.val_zero, List.drop_zero] using vertexSuffixTrace d positive c b tape distinct labels exit program atLabels base rows empty ambient d 0 (by simp) output private theorem encodeWords_flatMap {α : Type*} (items : List α) (words : α → List Nat) : encodeWords (items.flatMap words) = items.flatMap (fun x => encodeWords (words x)) := by induction items with | nil => rfl | cons item items ih => simp only [List.flatMap_cons, encodeWords_append, ih] theorem recordsOutput_lazy {n d : Nat} (table : PCP.PortTables.Table n d) (v : Fin n) : recordsOutput d (2 * d) d (List.ofFn (PCP.PreprocessingLazyWords.row table v)) = encodeWords ((List.ofFn (moveRow table v)).flatMap rowWords) := by rw [encodeWords_flatMap] simp only [recordsOutput, List.flatMap_def, List.map_ofFn] apply congrArg List.flatten apply congrArg List.ofFn funext p change reindexRowBits d (2 * d) d v.val (PCP.PreprocessingLazyWords.row table v p).reverseIndex.val (PCP.PreprocessingLazyWords.row table v p).relation = encodeWords (rowWords (moveRow table v p)) have h := rowBits_eq_moveRow table v p simpa only [rowBits, reindexRowBits, MachinePortReindex.lazy_value, reverseMap] using h def valueBound (c b m : Nat) : Nat := c * m + m + b def rowSizeBound (c b n m : Nat) : Nat := n + valueBound c b m + 8194 def rowCostBound (c b n m : Nat) : Nat := 2 * n + 8 * m + valueBound c b m + 4 * rowSizeBound c b n m + 8224 theorem reindexValue_le {n m : Nat} (d c b : Nat) (r : DartRow n m) : MachinePortReindex.value d c b r.reverseIndex.val ≤ valueBound c b m := by have hj := r.reverseIndex.isLt.le have hdiv := (Nat.div_le_self r.reverseIndex.val d).trans hj have hmod := (Nat.mod_le r.reverseIndex.val d).trans hj have hmul := Nat.mul_le_mul_left c hdiv unfold MachinePortReindex.value valueBound omega theorem reindexRowBits_length_le {n m : Nat} (d c b : Nat) (r : DartRow n m) : (reindexRowBits d c b r.tail.val r.reverseIndex.val r.relation).length ≤ rowSizeBound c b n m := by have htail := r.tail.isLt.le have hvalue := reindexValue_le d c b r have hrelation := relationBits_length_le r.relation simp only [reindexRowBits, List.length_append, encodeWord_length] unfold rowSizeBound omega theorem streamRowSteps_le {n m : Nat} (d c b : Nat) (r : DartRow n m) (output : List Bool) : streamRowSteps d c b r.tail.val r.reverseIndex.val r.relation output ≤ rowCostBound c b n m + 2 * output.length := by have htail := r.tail.isLt.le have hj := r.reverseIndex.isLt.le have hdiv := (Nat.div_le_self r.reverseIndex.val d).trans hj have hvalue := reindexValue_le d c b r have hrelation := relationBits_length_le r.relation have hsize := reindexRowBits_length_le d c b r unfold streamRowSteps reindexSteps MachinePortReindex.steps rowCostBound omega private theorem vertexSteps_le_capacity {n m : Nat} (d c b capacity : Nat) (rows : List (DartRow n m)) (output : List Bool) (room : output.length + rows.length * rowSizeBound c b n m ≤ capacity) : vertexSteps d c b rows output ≤ rows.length * (rowCostBound c b n m + 2 * capacity + 1) + 1 := by induction rows generalizing output with | nil => simp [vertexSteps] | cons r rows ih => have hsize := reindexRowBits_length_le d c b r have hcost := streamRowSteps_le d c b r output have hout : output.length ≤ capacity := by omega have hroom : (output ++ reindexRowBits d c b r.tail.val r.reverseIndex.val r.relation).length + rows.length * rowSizeBound c b n m ≤ capacity := by rw [List.length_append] simp only [List.length_cons, Nat.succ_mul] at room omega have htail := ih (output ++ reindexRowBits d c b r.tail.val r.reverseIndex.val r.relation) hroom change 1 + streamRowSteps d c b r.tail.val r.reverseIndex.val r.relation output + vertexSteps d c b rows (output ++ reindexRowBits d c b r.tail.val r.reverseIndex.val r.relation) ≤ (rows.length + 1) * (rowCostBound c b n m + 2 * capacity + 1) + 1 rw [Nat.add_mul, Nat.one_mul] omega theorem vertexSteps_le {n m : Nat} (d c b : Nat) (rows : List (DartRow n m)) (output : List Bool) : vertexSteps d c b rows output ≤ rows.length * (rowCostBound c b n m + 2 * (output.length + rows.length * rowSizeBound c b n m) + 1) + 1 := vertexSteps_le_capacity d c b _ rows output (Nat.le_refl _) def vertexInTime {n m : Nat} (d : Nat) (positive : 0 < d) (c b : Nat) (tape : Fin 10 → K) (distinct : Function.Injective tape) (labels : VertexLabel d → Λ) (exit : Option Λ) (program : Λ → TM2.Stmt (fun _ : K => Bool) Λ (StreamState A d)) (atLabels : ∀ l, program (labels l) = vertexInstruction d positive c b tape labels exit l) (base : K → List Bool) (rows : Fin d → DartRow n m) (empty : ∀ i : Fin 10, i ≠ 7 → i ≠ 9 → base (tape i) = []) (ambient : A) (output : List Bool) : StateTransition.EvalsToInTime (TM2.step program) ⟨some (labels (0, none)), streamClean d positive ambient, streamFrame tape base (List.ofFn rows) output⟩ (some ⟨exit, streamClean d positive ambient, streamFrame (n := n) (m := m) tape base [] (output ++ recordsOutput d c b (List.ofFn rows))⟩) (d * (rowCostBound c b n m + 2 * (output.length + d * rowSizeBound c b n m) + 1) + 1) where steps := vertexSteps d c b (List.ofFn rows) output evals_in_steps := vertexTrace d positive c b tape distinct labels exit program atLabels base rows empty ambient output steps_le_m := by simpa only [List.length_ofFn] using vertexSteps_le d c b (List.ofFn rows) output def vertexMachine (d : Nat) (positive : 0 < d) (c b : Nat) : FinTM2 where K := Fin 10 k₀ := 9 k₁ := 7 Γ _ := Bool Λ := VertexLabel d main := (0, none) σ := StreamState Unit d initialState := streamClean d positive () m := vertexInstruction d positive c b id id none end BinPackingGames.Foundations.Complexity.MachineLazyRows end OAI