import Mathlib.Data.List.FinRange import Mathlib.Tactic.Ring import OAI.Computability.BinPacking.Computation.FinalCNFCleanup import OAI.Computability.BinPacking.Computation.GraphIterationBounds import OAI.Computability.BinPacking.PCP.MachineRawInitialTable namespace OAI namespace BinPackingGames.Foundations.Complexity.FinalCNFMachine.Program section open Turing PCP PCP.AlphabetTable FinalCNFTableAdapter @[simp] theorem headRoles_zero : headRoles 0 = Tape.archive := rfl @[simp] theorem headRoles_one : headRoles 1 = Tape.reverseIndex := rfl @[simp] theorem headRoles_two : headRoles 2 = Tape.scanWork := rfl @[simp] theorem headRoles_three : headRoles 3 = Tape.indexWork := rfl @[simp] theorem headRoles_four : headRoles 4 = Tape.head := rfl @[simp] theorem headRoles_five : headRoles 5 = Tape.scratch := rfl def rowOperands (table : GraphTables.Table) (e : Fin table.darts) : Fin 5 → Nat := values table.vertices table.darts table.rows[e].tail.val table.rows[table.rows[e].reverseIndex].tail.val e.val def rowRelation (table : GraphTables.Table) (e : Fin table.darts) : Ambient := ((), fun i => table.rows[e].relation[i]) def rowRest (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : List Bool := encodeWords (GraphTables.relationWords table.rows[e].relation) ++ rest def preparedTapes (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : Tape → List Bool := Lookup.headLookupTapes headRoles (endpointTapes base table.rows[e].tail.val table.rows[e].reverseIndex.val (rowRest table e rest)) (genericTable table) e theorem prepared_input (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : preparedTapes base table e rest .input = rowRest table e rest := by simp [preparedTapes, Lookup.headLookupTapes, MachineLookup.tapes, endpointTapes, Hastad.SourceMachine.fieldTapes] theorem prepared_head (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : preparedTapes base table e rest .head = encodeWord table.rows[table.rows[e].reverseIndex].tail.val := by simp [preparedTapes, Lookup.headLookupTapes, MachineLookup.tapes, genericTable_headValue, GraphTables.semantics, ConstraintGraph.head, GraphTables.reverseAt] theorem prepared_tail (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : preparedTapes base table e rest .tail = encodeWord table.rows[e].tail.val ++ base .tail := by simp [preparedTapes, Lookup.headLookupTapes, MachineLookup.tapes, endpointTapes, Hastad.SourceMachine.fieldTapes] theorem prepared_reverse (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : preparedTapes base table e rest .reverseIndex = encodeWord table.rows[e].reverseIndex.val ++ base .reverseIndex := by simp [preparedTapes, Lookup.headLookupTapes, MachineLookup.tapes, endpointTapes, Hastad.SourceMachine.fieldTapes] theorem prepared_frame (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) (tape : Tape) (hi : tape ≠ .input) (ht : tape ≠ .tail) (hr : tape ≠ .reverseIndex) (hh : tape ≠ .head) (hs : tape ≠ .scanWork) (hx : tape ≠ .indexWork) : preparedTapes base table e rest tape = base tape := by simp [preparedTapes, Lookup.headLookupTapes, MachineLookup.tapes, endpointTapes, Hastad.SourceMachine.fieldTapes, hi, ht, hr, hh, hs, hx] def emittedTapes (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : Tape → List Bool := Function.update (Function.update (preparedTapes base table e rest) Tape.input rest) Tape.accumulator ((plan.flatMap (Emitter.commandBits (rowOperands table e) (rowRelation table e))).reverse ++ base .accumulator) def rowResultTapes (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : Tape → List Bool := finishTapes (emittedTapes plan base table e rest) e.val @[simp] theorem rowResult_input (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : rowResultTapes plan base table e rest .input = rest := by simp [rowResultTapes, finishTapes, emittedTapes] @[simp] theorem rowResult_tail (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : rowResultTapes plan base table e rest .tail = [] := by simp [rowResultTapes, finishTapes] @[simp] theorem rowResult_head (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : rowResultTapes plan base table e rest .head = [] := by simp [rowResultTapes, finishTapes] @[simp] theorem rowResult_reverse (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : rowResultTapes plan base table e rest .reverseIndex = [] := by simp [rowResultTapes, finishTapes] @[simp] theorem rowResult_index (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : rowResultTapes plan base table e rest .rowIndex = encodeWord (e.val + 1) := by simp [rowResultTapes, finishTapes] @[simp] theorem rowResult_accumulator (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) : rowResultTapes plan base table e rest .accumulator = (plan.flatMap (Emitter.commandBits (rowOperands table e) (rowRelation table e))).reverse ++ base .accumulator := by simp [rowResultTapes, finishTapes, emittedTapes] theorem rowResult_frame (plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) (tape : Tape) (hi : tape ≠ .input) (ht : tape ≠ .tail) (hr : tape ≠ .reverseIndex) (hh : tape ≠ .head) (hs : tape ≠ .scanWork) (hx : tape ≠ .indexWork) (ha : tape ≠ .accumulator) (hc : tape ≠ .rowIndex) : rowResultTapes plan base table e rest tape = base tape := by simp only [rowResultTapes, finishTapes, emittedTapes, Function.update_of_ne hi, Function.update_of_ne ht, Function.update_of_ne hr, Function.update_of_ne hh, Function.update_of_ne ha, Function.update_of_ne hc] exact prepared_frame base table e rest tape hi ht hr hh hs hx def guardRowInTime (headerPlan plan : Plan) (base : Tape → List Bool) (ambient : Ambient) (hinput : base .input ≠ []) : StateTransition.EvalsToInTime (TM2.step (program headerPlan plan)) ⟨some .guard, ((ambient, ()), none), base⟩ (some ⟨some .startTail, ((ambient, ()), none), base⟩) 1 where steps := 1 evals_in_steps := by change some (TM2.stepAux (program headerPlan plan .guard) _ _) = _ cases hb : base .input with | nil => exact False.elim (hinput hb) | cons b bs => simp [program, guard, TM2.stepAux, hb] steps_le_m := Nat.le_refl _ def guardEndInTime (headerPlan plan : Plan) (base : Tape → List Bool) (ambient : Ambient) (hinput : base .input = []) : StateTransition.EvalsToInTime (TM2.step (program headerPlan plan)) ⟨some .guard, ((ambient, ()), none), base⟩ (some ⟨some .reverseOutput, ((ambient, ()), none), base⟩) 1 where steps := 1 evals_in_steps := by change some (TM2.stepAux (program headerPlan plan .guard) _ _) = _ simp [program, guard, TM2.stepAux, hinput] steps_le_m := Nat.le_refl _ theorem prepared_operands (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) (hn : base .vertices = encodeWord table.vertices) (hm : base .darts = encodeWord table.darts) (hr : base .rowIndex = encodeWord e.val) (ht : base .tail = []) : ∀ i, (Function.update (preparedTapes base table e rest) Tape.input rest) (source i) = encodeWord (rowOperands table e i) := by intro i fin_cases i · simpa [source, rowOperands, values] using prepared_frame base table e rest .vertices (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) |>.trans hn · change (Function.update (preparedTapes base table e rest) Tape.input rest) Tape.darts = _ simp only [Function.update_of_ne (show Tape.darts ≠ Tape.input by decide)] exact (prepared_frame base table e rest .darts (by decide) (by decide) (by decide) (by decide) (by decide) (by decide)).trans hm · change (Function.update (preparedTapes base table e rest) Tape.input rest) Tape.tail = _ simp only [Function.update_of_ne (show Tape.tail ≠ Tape.input by decide), prepared_tail, ht, List.append_nil] rfl · change (Function.update (preparedTapes base table e rest) Tape.input rest) Tape.head = _ simp only [Function.update_of_ne (show Tape.head ≠ Tape.input by decide), prepared_head] rfl · change (Function.update (preparedTapes base table e rest) Tape.input rest) Tape.rowIndex = _ simp only [Function.update_of_ne (show Tape.rowIndex ≠ Tape.input by decide)] exact (prepared_frame base table e rest .rowIndex (by decide) (by decide) (by decide) (by decide) (by decide) (by decide)).trans hr theorem rowOperands_bounded (table : GraphTables.Table) (e : Fin table.darts) : ∀ i, rowOperands table e i ≤ (GraphTables.tableBits table).length := by intro i fin_cases i · exact GraphTables.vertices_le_tableBits_length table · exact GraphTables.darts_le_tableBits_length table · exact table.rows[e].tail.isLt.le.trans (GraphTables.vertices_le_tableBits_length table) · exact table.rows[table.rows[e].reverseIndex].tail.isLt.le.trans (GraphTables.vertices_le_tableBits_length table) · exact e.isLt.le.trans (GraphTables.darts_le_tableBits_length table) def rowTime (plan : Plan) (N : Nat) : Nat := plan.length * (3 * (N + 1) + 3) + 12 * N + 15 noncomputable def rowInTime (headerPlan plan : Plan) (base : Tape → List Bool) (table : GraphTables.Table) (e : Fin table.darts) (rest : List Bool) (hinput : base .input = encodeWords (GraphTables.rowWords table.rows[e]) ++ rest) (harchive : base .archive = GraphTables.tableBits table) (hn : base .vertices = encodeWord table.vertices) (hm : base .darts = encodeWord table.darts) (hrow : base .rowIndex = encodeWord e.val) (ht : base .tail = []) (hh : base .head = []) (hr : base .reverseIndex = []) (hscratch : base .scratch = []) (ambient : Ambient) : StateTransition.EvalsToInTime (TM2.step (program headerPlan plan)) ⟨some .startTail, ((ambient, ()), none), base⟩ (some ⟨some .guard, ((rowRelation table e, ()), none), rowResultTapes plan base table e rest⟩) (rowTime plan (GraphTables.tableBits table).length) := by let parsed := endpointTapes base table.rows[e].tail.val table.rows[e].reverseIndex.val (rowRest table e rest) let ready := preparedTapes base table e rest let read := Function.update ready Tape.input rest let output := emittedTapes plan base table e rest let run₁ := endpointsInTime headerPlan plan base table.rows[e].tail.val table.rows[e].reverseIndex.val (rowRest table e rest) (by simpa [GraphTables.rowWords, encodeWords, List.append_assoc, rowRest] using hinput) ambient have parsed_archive : parsed .archive = GenericGraphTables.tableBits (genericTable table) := by simpa [parsed, endpointTapes, Hastad.SourceMachine.fieldTapes] using harchive have parsed_reverse : parsed .reverseIndex = encodeWord (Lookup.headIndex (genericTable table) e).val := by simp [parsed, endpointTapes, Hastad.SourceMachine.fieldTapes, hr] have parsed_head : parsed .head = [] := by simp [parsed, endpointTapes, Hastad.SourceMachine.fieldTapes, hh] have parsed_scratch : parsed .scratch = [] := by simp [parsed, endpointTapes, Hastad.SourceMachine.fieldTapes, hscratch] let run₂ := headPhaseInTime headerPlan plan parsed (genericTable table) e parsed_archive parsed_reverse parsed_head parsed_scratch ambient let run₃ := relationInTime headerPlan plan ready table.rows[e].relation rest (prepared_input base table e rest) ambient have read_operands : ∀ i, read (source i) = encodeWord (rowOperands table e i) := prepared_operands base table e rest hn hm hrow ht have read_scratch : read .scratch = [] := by simp only [read, Function.update_of_ne (show Tape.scratch ≠ Tape.input by decide)] exact (prepared_frame base table e rest .scratch (by decide) (by decide) (by decide) (by decide) (by decide) (by decide)).trans hscratch have read_acc : read .accumulator = base .accumulator := by simp only [read, Function.update_of_ne (show Tape.accumulator ≠ Tape.input by decide)] exact prepared_frame base table e rest .accumulator (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) have run₄ : StateTransition.EvalsToInTime (TM2.step (program headerPlan plan)) ⟨some (.row (Emitter.labelAt plan.length 36864 0 .entry)), ((rowRelation table e, ()), none), read⟩ (some ⟨some .clearTail, ((rowRelation table e, ()), none), output⟩) (plan.length * (3 * ((GraphTables.tableBits table).length + 1) + 3) + 1) := by simpa only [read_acc, output, emittedTapes, read, ready] using emitInTime headerPlan plan read (rowOperands table e) read_operands read_scratch (rowRelation table e) (GraphTables.tableBits table).length (rowOperands_bounded table e) have output_tail : output .tail = encodeWord table.rows[e].tail.val := by simp [output, emittedTapes, prepared_tail, ht] have output_head : output .head = encodeWord table.rows[table.rows[e].reverseIndex].tail.val := by simp [output, emittedTapes, prepared_head] have output_reverse : output .reverseIndex = encodeWord table.rows[e].reverseIndex.val := by simp [output, emittedTapes, prepared_reverse, hr] have output_row : output .rowIndex = encodeWord e.val := by simp only [output, emittedTapes, Function.update_of_ne (show Tape.rowIndex ≠ Tape.accumulator by decide), Function.update_of_ne (show Tape.rowIndex ≠ Tape.input by decide)] exact (prepared_frame base table e rest .rowIndex (by decide) (by decide) (by decide) (by decide) (by decide) (by decide)).trans hrow let run₅ := finishInTime headerPlan plan output table.rows[e].tail.val table.rows[table.rows[e].reverseIndex].tail.val table.rows[e].reverseIndex.val e.val output_tail output_head output_reverse output_row (rowRelation table e) let r₁₂ := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ run₁ run₂ let r₁₂₃ := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ r₁₂ run₃ let r₁₂₃₄ := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ r₁₂₃ run₄ let run := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ r₁₂₃₄ run₅ refine { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ } have hb := run.steps_le_m have htbound := rowOperands_bounded table e 2 have hhbound := rowOperands_bounded table e 3 have hrbound := table.rows[e].reverseIndex.isLt.le.trans (GraphTables.darts_le_tableBits_length table) change table.rows[e].tail.val ≤ _ at htbound change table.rows[table.rows[e].reverseIndex].tail.val ≤ _ at hhbound simp only [Lookup.headTimePolynomial, Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_C, Polynomial.eval_X, genericTable_tableBits] at hb unfold rowTime omega end section open PCP PCP.AlphabetTable FinalCNFTableAdapter def remainingEvents (table : GraphTables.Table) (r : Nat) : List (Fin table.darts) := (List.finRange table.darts).drop r def processedEvents (table : GraphTables.Table) (r : Nat) : List (Fin table.darts) := (List.finRange table.darts).take r def inputStream (table : GraphTables.Table) (events : List (Fin table.darts)) : List Bool := events.flatMap (fun e => encodeWords (GraphTables.rowWords table.rows[e])) def outputStream (plan : Plan) (table : GraphTables.Table) (events : List (Fin table.darts)) : List Bool := events.flatMap (fun e => plan.flatMap (Emitter.commandBits (rowOperands table e) (rowRelation table e))) @[simp] theorem remainingEvents_zero (table : GraphTables.Table) : remainingEvents table 0 = List.finRange table.darts := by simp [remainingEvents] @[simp] theorem remainingEvents_length (table : GraphTables.Table) (r : Nat) : (remainingEvents table r).length = table.darts - r := by simp [remainingEvents] @[simp] theorem remainingEvents_done (table : GraphTables.Table) : remainingEvents table table.darts = [] := by simp [remainingEvents] theorem remainingEvents_cons (table : GraphTables.Table) (r : Nat) (h : r < table.darts) : remainingEvents table r = ⟨r, h⟩ :: remainingEvents table (r + 1) := by unfold remainingEvents rw [List.drop_eq_getElem_cons (l := List.finRange table.darts) (i := r) (by simpa using h)] simp @[simp] theorem processedEvents_zero (table : GraphTables.Table) : processedEvents table 0 = [] := by simp [processedEvents] @[simp] theorem processedEvents_done (table : GraphTables.Table) : processedEvents table table.darts = List.finRange table.darts := by simp [processedEvents] theorem processedEvents_succ (table : GraphTables.Table) (r : Nat) (h : r < table.darts) : processedEvents table (r + 1) = processedEvents table r ++ [⟨r, h⟩] := by unfold processedEvents rw [List.take_succ_eq_append_getElem (l := List.finRange table.darts) (i := r) (by simpa using h)] simp theorem processed_append_remaining (table : GraphTables.Table) (r : Nat) : processedEvents table r ++ remainingEvents table r = List.finRange table.darts := by exact List.take_append_drop r (List.finRange table.darts) @[simp] theorem inputStream_nil (table : GraphTables.Table) : inputStream table [] = [] := rfl @[simp] theorem inputStream_cons (table : GraphTables.Table) (e : Fin table.darts) (events : List (Fin table.darts)) : inputStream table (e :: events) = encodeWords (GraphTables.rowWords table.rows[e]) ++ inputStream table events := rfl @[simp] theorem inputStream_append (table : GraphTables.Table) (first rest : List (Fin table.darts)) : inputStream table (first ++ rest) = inputStream table first ++ inputStream table rest := by simp only [inputStream, List.flatMap_append] @[simp] theorem outputStream_nil (plan : Plan) (table : GraphTables.Table) : outputStream plan table [] = [] := rfl @[simp] theorem outputStream_cons (plan : Plan) (table : GraphTables.Table) (e : Fin table.darts) (events : List (Fin table.darts)) : outputStream plan table (e :: events) = plan.flatMap (Emitter.commandBits (rowOperands table e) (rowRelation table e)) ++ outputStream plan table events := rfl @[simp] theorem outputStream_append (plan : Plan) (table : GraphTables.Table) (first rest : List (Fin table.darts)) : outputStream plan table (first ++ rest) = outputStream plan table first ++ outputStream plan table rest := by simp only [outputStream, List.flatMap_append] theorem inputStream_remaining_cons (table : GraphTables.Table) (r : Nat) (h : r < table.darts) : inputStream table (remainingEvents table r) = encodeWords (GraphTables.rowWords table.rows[(⟨r, h⟩ : Fin table.darts)]) ++ inputStream table (remainingEvents table (r + 1)) := by rw [remainingEvents_cons table r h, inputStream_cons] theorem outputStream_remaining_cons (plan : Plan) (table : GraphTables.Table) (r : Nat) (h : r < table.darts) : outputStream plan table (remainingEvents table r) = plan.flatMap (Emitter.commandBits (rowOperands table ⟨r, h⟩) (rowRelation table ⟨r, h⟩)) ++ outputStream plan table (remainingEvents table (r + 1)) := by rw [remainingEvents_cons table r h, outputStream_cons] theorem outputStream_processed_succ (plan : Plan) (table : GraphTables.Table) (r : Nat) (h : r < table.darts) : outputStream plan table (processedEvents table (r + 1)) = outputStream plan table (processedEvents table r) ++ plan.flatMap (Emitter.commandBits (rowOperands table ⟨r, h⟩) (rowRelation table ⟨r, h⟩)) := by rw [processedEvents_succ table r h, outputStream_append] simp theorem inputStream_split (table : GraphTables.Table) (r : Nat) : inputStream table (List.finRange table.darts) = inputStream table (processedEvents table r) ++ inputStream table (remainingEvents table r) := by rw [← inputStream_append, processed_append_remaining] theorem outputStream_split (plan : Plan) (table : GraphTables.Table) (r : Nat) : outputStream plan table (List.finRange table.darts) = outputStream plan table (processedEvents table r) ++ outputStream plan table (remainingEvents table r) := by rw [← outputStream_append, processed_append_remaining] private theorem encodeWords_flatMap_rows {α : Type} (rows : List α) (words : α → List Nat) : encodeWords (rows.flatMap words) = rows.flatMap (fun row => encodeWords (words row)) := by induction rows with | nil => rfl | cons row rows ih => simp only [List.flatMap_cons, encodeWords_append, ih] theorem rowList_eq_finRange_map (table : GraphTables.Table) : GraphTables.rowList table = (List.finRange table.darts).map (fun e => table.rows[e]) := by rw [← List.ofFn_eq_map, ← Vector.toList_ofFn] change table.rows.toList = (Vector.ofFn (fun i => table.rows[i.val])).toList rw [Vector.ofFn_getElem] theorem inputStream_all (table : GraphTables.Table) : inputStream table (List.finRange table.darts) = tableRowsBits (genericTable table) := by rw [tableRowsBits, genericTable_rowList] erw [List.flatMap_map] change inputStream table (List.finRange table.darts) = encodeWords ((GraphTables.rowList table).flatMap GraphTables.rowWords) rw [rowList_eq_finRange_map, List.flatMap_map, encodeWords_flatMap_rows] rfl theorem inputStream_remaining_zero (table : GraphTables.Table) : inputStream table (remainingEvents table 0) = tableRowsBits (genericTable table) := by rw [remainingEvents_zero, inputStream_all] theorem outputStream_accumulator_succ (plan : Plan) (table : GraphTables.Table) (r : Nat) (h : r < table.darts) (header : List Bool) : (plan.flatMap (Emitter.commandBits (rowOperands table ⟨r, h⟩) (rowRelation table ⟨r, h⟩))).reverse ++ (header ++ outputStream plan table (processedEvents table r)).reverse = (header ++ outputStream plan table (processedEvents table (r + 1))).reverse := by rw [outputStream_processed_succ plan table r h] simp only [List.reverse_append, List.append_assoc] end section open Turing PCP PCP.AlphabetTable structure LoopInvariant (table : GraphTables.Table) (r : Nat) (base : Tape → List Bool) : Prop where input : base .input = inputStream table (remainingEvents table r) archive : base .archive = GraphTables.tableBits table vertices : base .vertices = encodeWord table.vertices darts : base .darts = encodeWord table.darts index : base .rowIndex = encodeWord r tail : base .tail = [] head : base .head = [] reverse : base .reverseIndex = [] scratch : base .scratch = [] structure LoopRun (headerPlan plan : Plan) (table : GraphTables.Table) (r remaining : Nat) (base : Tape → List Bool) (ambient : Ambient) where finalAmbient : Ambient finalTapes : Tape → List Bool execution : StateTransition.EvalsToInTime (TM2.step (program headerPlan plan)) ⟨some .guard, ((ambient, ()), none), base⟩ (some ⟨some .reverseOutput, ((finalAmbient, ()), none), finalTapes⟩) (remaining * (rowTime plan (GraphTables.tableBits table).length + 1) + 1) accumulator : finalTapes .accumulator = (outputStream plan table (remainingEvents table r)).reverse ++ base .accumulator output : finalTapes .output = base .output theorem rowInvariant_succ (plan : Plan) (table : GraphTables.Table) (r : Nat) (hr : r < table.darts) (base : Tape → List Bool) (invariant : LoopInvariant table r base) : LoopInvariant table (r + 1) (rowResultTapes plan base table ⟨r, hr⟩ (inputStream table (remainingEvents table (r + 1)))) := by constructor · exact rowResult_input _ _ _ _ _ · exact (rowResult_frame _ _ _ _ _ .archive (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) (by decide)).trans invariant.archive · exact (rowResult_frame _ _ _ _ _ .vertices (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) (by decide)).trans invariant.vertices · exact (rowResult_frame _ _ _ _ _ .darts (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) (by decide)).trans invariant.darts · exact rowResult_index _ _ _ _ _ · exact rowResult_tail _ _ _ _ _ · exact rowResult_head _ _ _ _ _ · exact rowResult_reverse _ _ _ _ _ · exact (rowResult_frame _ _ _ _ _ .scratch (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) (by decide)).trans invariant.scratch theorem rowWords_nonempty (table : GraphTables.Table) (e : Fin table.darts) : encodeWords (GraphTables.rowWords table.rows[e]) ≠ [] := by simp [GraphTables.rowWords, encodeWords, encodeWord] noncomputable def loopInTime (headerPlan plan : Plan) (table : GraphTables.Table) (remaining : Nat) : ∀ (r : Nat) (_hcount : r + remaining = table.darts) (base : Tape → List Bool) (ambient : Ambient), LoopInvariant table r base → LoopRun headerPlan plan table r remaining base ambient := by induction remaining with | zero => intro r hcount base ambient invariant have hr : r = table.darts := by omega have hinput : base .input = [] := by simpa only [hr, remainingEvents_done, inputStream_nil] using invariant.input refine { finalAmbient := ambient finalTapes := base execution := ?_ accumulator := ?_ output := rfl } · simpa only [Nat.zero_mul, Nat.zero_add] using guardEndInTime headerPlan plan base ambient hinput · simp only [hr, remainingEvents_done, outputStream_nil, List.reverse_nil, List.nil_append] | succ remaining ih => intro r hcount base ambient invariant have hr : r < table.darts := by omega let e : Fin table.darts := ⟨r, hr⟩ let rest := inputStream table (remainingEvents table (r + 1)) let next := rowResultTapes plan base table e rest have hinput : base .input = encodeWords (GraphTables.rowWords table.rows[e]) ++ rest := by rw [invariant.input, inputStream_remaining_cons table r hr] have hnonempty : base .input ≠ [] := by rw [hinput] exact List.append_ne_nil_of_left_ne_nil (rowWords_nonempty table e) rest let guardRun := guardRowInTime headerPlan plan base ambient hnonempty let rowRun := rowInTime headerPlan plan base table e rest hinput invariant.archive invariant.vertices invariant.darts invariant.index invariant.tail invariant.head invariant.reverse invariant.scratch ambient let first := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ guardRun rowRun let later := ih (r + 1) (by omega) next (rowRelation table e) (rowInvariant_succ plan table r hr base invariant) let run := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ first later.execution refine { finalAmbient := later.finalAmbient finalTapes := later.finalTapes execution := { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ } accumulator := ?_ output := ?_ } · have hb := run.steps_le_m rw [Nat.succ_mul] omega · rw [later.accumulator, outputStream_remaining_cons plan table r hr] simp only [next, rowResult_accumulator, List.reverse_append, List.append_assoc] rfl · rw [later.output] exact rowResult_frame _ _ _ _ _ .output (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) (by decide) end section open Turing PCP PCP.AlphabetTable FinalCNFTableAdapter def emittedBytes (plan : Plan) (table : GraphTables.Table) : List Bool := encodeWords [6 * table.vertices + 36864 * table.darts, 40960 * table.darts] ++ outputStream plan table (List.finRange table.darts) noncomputable def rawBudget (plan : Plan) (table : GraphTables.Table) : Nat := headerTimePolynomial.eval (GraphTables.tableBits table).length + table.darts * (rowTime plan (GraphTables.tableBits table).length + 1) + 1 + (emittedBytes plan table).length + 1 structure RawRun (plan : Plan) (table : GraphTables.Table) where finalAmbient : Ambient finalTapes : Tape → List Bool execution : StateTransition.EvalsToInTime (machine headerPlan plan).step (initList (machine headerPlan plan) (GraphTables.tableBits table)) (some ⟨none, ((finalAmbient, ()), none), finalTapes⟩) (rawBudget plan table) output : finalTapes .output = emittedBytes plan table theorem header_loopInvariant (_plan : Plan) (table : GraphTables.Table) : LoopInvariant table 0 (headerResultTapes table.vertices table.darts (tableRowsBits (genericTable table))) := by constructor · rw [headerResultTapes_input, inputStream_remaining_zero] · rw [headerResultTapes_archive] exact (tableBits_header_rows (genericTable table)).symm.trans (genericTable_tableBits table) · rfl · rfl · exact headerResultTapes_rowIndex _ _ _ · rfl · rfl · rfl · rfl noncomputable def rawRun (plan : Plan) (table : GraphTables.Table) : RawRun plan table := by let base := headerResultTapes table.vertices table.darts (tableRowsBits (genericTable table)) let ambient : Ambient := ((), fun _ => false) have headerRun : StateTransition.EvalsToInTime (machine headerPlan plan).step (initList (machine headerPlan plan) (GraphTables.tableBits table)) (some ⟨some .guard, ((ambient, ()), none), base⟩) (headerTimePolynomial.eval (GraphTables.tableBits table).length) := by simpa only [genericTable_tableBits, genericTable_vertices, genericTable_darts, base, ambient] using initializedTableHeaderInTime plan (genericTable table) let loop := loopInTime headerPlan plan table table.darts 0 (by omega) base ambient (header_loopInvariant plan table) have acc : loop.finalTapes .accumulator = (emittedBytes plan table).reverse := by rw [loop.accumulator] simp only [remainingEvents_zero, base, headerResultTapes_accumulator, emittedBytes, List.reverse_append] have out : loop.finalTapes .output = [] := by rw [loop.output] rfl let finalTapes := Reduction.MachineTransfer.tapesAt Tape.accumulator Tape.output loop.finalTapes [] (emittedBytes plan table) have finish : StateTransition.EvalsToInTime (machine headerPlan plan).step ⟨some .reverseOutput, ((loop.finalAmbient, ()), none), loop.finalTapes⟩ (some ⟨none, ((loop.finalAmbient, ()), none), finalTapes⟩) ((emittedBytes plan table).length + 1) := by have run := Reduction.MachineTransfer.transferAtInTime Tape.accumulator Tape.output (by decide) id false .reverseOutput none (program headerPlan plan) rfl loop.finalTapes (loop.finalAmbient, ()) none simpa only [acc, out, List.reverse_reverse, List.length_reverse, List.map_id, List.append_nil, finalTapes, machine, FinTM2.step] using! run let first := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ headerRun loop.execution let run := StateTransition.EvalsToInTime.trans _ _ _ _ _ _ first finish exact { finalAmbient := loop.finalAmbient finalTapes := finalTapes execution := { toEvalsTo := run.toEvalsTo steps_le_m := by have hb := run.steps_le_m unfold rawBudget omega } output := by simp [finalTapes, Reduction.MachineTransfer.tapesAt] } end section open PCP PCP.AlphabetTable def formulaHeader (table : GraphTables.Table) : List Bool := encodeWords [6 * table.vertices + 36864 * table.darts, 40960 * table.darts] theorem formulaHeader_eq (table : GraphTables.Table) : formulaHeader table = encodeWords [(FinalTableFormula.output table).variables, (FinalTableFormula.output table).clauses.length] := by simp only [formulaHeader, FinalTableFormula.variable_count, FinalTableFormula.clause_count, Nat.mul_comm] theorem headerPlan_eq_formulaHeader (table : GraphTables.Table) (tail head row : Nat) (ambient : Ambient) : headerPlan.flatMap (Emitter.commandBits (values table.vertices table.darts tail head row) ambient) = formulaHeader table := headerPlan_bits table.vertices table.darts tail head row ambient theorem outputStream_eq_clauseBits (table : GraphTables.Table) : outputStream rowPlan table (List.finRange table.darts) = encodeWords ((FinalTableFormula.output table).clauses.flatMap Complexity.clauseWords) := by calc _ = (List.finRange table.darts).flatMap (fun e => encodeWords ((VerifierToCNF.eventBlock (FinalCNFPattern.tableVerifier table) (by decide) e).flatMap Complexity.clauseWords)) := by apply List.flatMap_congr intro e he exact rowPlan_bits table e _ = encodeWords ((List.finRange table.darts).flatMap (fun e => (VerifierToCNF.eventBlock (FinalCNFPattern.tableVerifier table) (by decide) e).flatMap Complexity.clauseWords)) := (encodeWords_flatMap _ _).symm _ = _ := by congr 1 rw [← List.flatMap_assoc] rfl theorem header_append_outputStream (table : GraphTables.Table) : formulaHeader table ++ outputStream rowPlan table (List.finRange table.darts) = formulaBits (FinalTableFormula.output table) := by rw [formulaHeader_eq, outputStream_eq_clauseBits] exact (encodeWords_append _ _).symm theorem emitted_output_eq (table : GraphTables.Table) (tail head row : Nat) (ambient : Ambient) : headerPlan.flatMap (Emitter.commandBits (values table.vertices table.darts tail head row) ambient) ++ outputStream rowPlan table (List.finRange table.darts) = formulaBits (FinalTableFormula.output table) := by rw [headerPlan_eq_formulaHeader] exact header_append_outputStream table theorem reversed_accumulator_output (table : GraphTables.Table) : (formulaHeader table ++ outputStream rowPlan table (List.finRange table.darts)).reverse.reverse = formulaBits (FinalTableFormula.output table) := by rw [List.reverse_reverse, header_append_outputStream] theorem accumulator_length_bound (table : GraphTables.Table) : (formulaHeader table ++ outputStream rowPlan table (List.finRange table.darts)).reverse.length ≤ FinalTableFormula.sizePolynomial.eval (GraphTables.tableBits table).length := by rw [List.length_reverse, header_append_outputStream] exact FinalTableFormula.formulaBits_length_le_polynomial table end section open PCP noncomputable def rowTimePolynomial : Polynomial Nat := Polynomial.C 860160 * (Polynomial.C 3 * (Polynomial.X + Polynomial.C 1) + Polynomial.C 3) + Polynomial.C 12 * Polynomial.X + Polynomial.C 15 theorem rowTimePolynomial_eval (N : Nat) : rowTimePolynomial.eval N = rowTime rowPlan N := by simp only [rowTimePolynomial, Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_C, Polynomial.eval_X, rowTime, rowPlan_length] theorem rowTime_expanded (N : Nat) : rowTime rowPlan N = 2580492 * N + 5160975 := by rw [rowTime, rowPlan_length] omega noncomputable def phaseTimePolynomial : Polynomial Nat := headerTimePolynomial + (Polynomial.X * (rowTimePolynomial + Polynomial.C 1) + Polynomial.C 1) + (FinalTableFormula.sizePolynomial + Polynomial.C 1) theorem phaseTimePolynomial_eval (N : Nat) : phaseTimePolynomial.eval N = headerTimePolynomial.eval N + (N * (rowTime rowPlan N + 1) + 1) + (FinalTableFormula.sizePolynomial.eval N + 1) := by simp only [phaseTimePolynomial, Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_C, Polynomial.eval_X, rowTimePolynomial_eval] theorem phaseTimePolynomial_eval_expanded (N : Nat) : phaseTimePolynomial.eval N = 4532428812 * N ^ 2 + 5484585 * N + 56 := by rw [phaseTimePolynomial_eval, headerTimePolynomial_eval, rowTime_expanded, FinalTableFormula.sizePolynomial_eval] ring theorem phaseTime_le {N rows outputLength : Nat} (rowBound : rows ≤ N) (outputBound : outputLength ≤ FinalTableFormula.sizePolynomial.eval N) : headerTimePolynomial.eval N + (rows * (rowTime rowPlan N + 1) + 1) + (outputLength + 1) ≤ phaseTimePolynomial.eval N := by have hrows := Nat.mul_le_mul_right (rowTime rowPlan N + 1) rowBound rw [phaseTimePolynomial_eval] omega theorem table_phaseTime_le (table : GraphTables.Table) : headerTimePolynomial.eval (GraphTables.tableBits table).length + (table.darts * (rowTime rowPlan (GraphTables.tableBits table).length + 1) + 1) + ((formulaBits (FinalTableFormula.output table)).length + 1) ≤ phaseTimePolynomial.eval (GraphTables.tableBits table).length := phaseTime_le (GraphTables.darts_le_tableBits_length table) (FinalTableFormula.formulaBits_length_le_polynomial table) noncomputable def finalTimePolynomial (C : Nat) : Polynomial Nat := phaseTimePolynomial + Polynomial.C 12 * (Polynomial.X + phaseTimePolynomial * Polynomial.C C + Polynomial.C 1) + Polynomial.C 1 theorem finalTimePolynomial_eval (C N : Nat) : (finalTimePolynomial C).eval N = phaseTimePolynomial.eval N + 12 * (N + phaseTimePolynomial.eval N * C + 1) + 1 := by simp only [finalTimePolynomial, Polynomial.eval_add, Polynomial.eval_mul, Polynomial.eval_C, Polynomial.eval_X] theorem finalTime_le (C N workLength : Nat) (workBound : workLength ≤ N + phaseTimePolynomial.eval N * C) : phaseTimePolynomial.eval N + 12 * (workLength + 1) + 1 ≤ (finalTimePolynomial C).eval N := by have h := Nat.mul_le_mul_left 12 (Nat.add_le_add_right workBound 1) rw [finalTimePolynomial_eval] omega end open Turing PCP theorem emittedBytes_eq_formulaBits (table : GraphTables.Table) : emittedBytes rowPlan table = formulaBits (FinalTableFormula.output table) := header_append_outputStream table theorem rawBudget_le_phaseTime (table : GraphTables.Table) : rawBudget rowPlan table ≤ phaseTimePolynomial.eval (GraphTables.tableBits table).length := by unfold rawBudget rw [emittedBytes_eq_formulaBits] simpa only [Nat.add_assoc] using table_phaseTime_le table noncomputable def computableInPolyTime : TM2ComputableInPolyTime GraphTables.tableBits formulaBits FinalTableFormula.output where tm := FinalCNFCleanup.completedMachine headerPlan rowPlan inputAlphabet := Equiv.refl Bool outputAlphabet := Equiv.refl Bool time := finalTimePolynomial (Runtime.programPushBound (machine headerPlan rowPlan)) outputsFun table := by let tm := FinalCNFCleanup.completedMachine headerPlan rowPlan let input : List (tm.Γ tm.k₀) := GraphTables.tableBits table let output : List (tm.Γ tm.k₁) := formulaBits (FinalTableFormula.output table) change TM2OutputsInTime tm (input.map id) (some (output.map id)) ((finalTimePolynomial (Runtime.programPushBound (machine headerPlan rowPlan))).eval (GraphTables.tableBits table).length) rw [List.map_id, List.map_id] rw [finalTimePolynomial_eval] let raw := rawRun rowPlan table let bounded : StateTransition.EvalsToInTime (machine headerPlan rowPlan).step (initList (machine headerPlan rowPlan) (GraphTables.tableBits table)) (some ⟨none, ((raw.finalAmbient, ()), none), raw.finalTapes⟩) (phaseTimePolynomial.eval (GraphTables.tableBits table).length) := { toEvalsTo := raw.execution.toEvalsTo steps_le_m := raw.execution.steps_le_m.trans (rawBudget_le_phaseTime table) } have correct : raw.finalTapes .output = formulaBits (FinalTableFormula.output table) := raw.output.trans (emittedBytes_eq_formulaBits table) have run := FinalCNFCleanup.outputsInTime headerPlan rowPlan (GraphTables.tableBits table) (formulaBits (FinalTableFormula.output table)) ((raw.finalAmbient, ()), none) raw.finalTapes (phaseTimePolynomial.eval (GraphTables.tableBits table).length) bounded correct exact run end BinPackingGames.Foundations.Complexity.FinalCNFMachine.Program namespace BinPackingGames.Foundations.Complexity.MachineTableIteration open Turing PCP RoundTables GraphIterationBounds def finalTable (H : BaseTable) (input : Input) : GraphTables.Table := TableIteration.runTables H (count input) input.val noncomputable def counterCertificate : TM2ComputableInPolyTime inputBits countedBits (id : Input → Input) where toTM2ComputableAux := GraphCounterPrefix.computableInPolyTime.toTM2ComputableAux time := GraphCounterPrefix.computableInPolyTime.time outputsFun input := GraphCounterPrefix.computableInPolyTime.outputsFun input.val variable (H : BaseTable) (body : TM2ComputableInPolyTime GraphTables.tableBits GraphTables.tableBits (build H)) noncomputable def countedCertificate : TM2ComputableInPolyTime countedBits GraphTables.tableBits (finalTable H) where tm := MachineRepeat.machine body.tm body.inputAlphabet body.outputAlphabet inputAlphabet := body.inputAlphabet outputAlphabet := body.inputAlphabet time := runtimePolynomial body.time outputsFun input := by let budgets := fun i => body.time.eval (words H input i).length have runs (i : Nat) (_hi : i < count input) : TM2OutputsInTime body.tm ((words H input i).map body.inputAlphabet.symm) (some ((words H input (i + 1)).map body.outputAlphabet.symm)) (budgets i) := by exact body.outputsFun (TableIteration.runTables H i input.val) let run := MachineRepeat.executeSequence body.tm body.inputAlphabet body.outputAlphabet (count input) (words H input) budgets runs have start : encodeWord (count input) ++ words H input 0 = countedBits input := rfl have finish : words H input (count input) = GraphTables.tableBits (finalTable H input) := rfl rw [start, finish] at run refine { toEvalsTo := run.toEvalsTo, steps_le_m := ?_ } let N := (countedBits input).length let L := lengthPolynomial.eval N let B := body.time.eval L have hl (i : Nat) (hi : i ≤ count input) : (words H input i).length ≤ L := intermediate_bits H input i hi have hb (i : Nat) (hi : i < count input) : budgets i ≤ B := MachineComposition.natPolynomial_eval_mono body.time (hl i hi.le) have hloop := MachineRepeat.loopBudget_le (count input) (words H input) budgets B L hb hl have hc : count input ≤ N + 1 := count_le input rw [runtimePolynomial_eval] calc run.steps ≤ count input + 1 + MachineRepeat.loopBudget (count input) (words H input) budgets := run.steps_le_m _ ≤ count input + 1 + (count input * (B + 2 * L + 3) + 2 * L + 3) := Nat.add_le_add_left hloop _ _ = count input * (B + 2 * L + 4) + 2 * L + 4 := by ring _ ≤ (N + 1) * (B + 2 * L + 4) + 2 * L + 4 := Nat.add_le_add_right (Nat.add_le_add_right (Nat.mul_le_mul_right _ hc) _) _ noncomputable def computableInPolyTime : TM2ComputableInPolyTime inputBits GraphTables.tableBits (finalTable H) := MachineSequential.composeBits counterCertificate (countedCertificate H body) noncomputable def initialCertificate : TM2ComputableInPolyTime formulaBits inputBits initial where toTM2ComputableAux := MachineRawInitialTable.computableInPolyTime.toTM2ComputableAux time := MachineRawInitialTable.computableInPolyTime.time outputsFun F := MachineRawInitialTable.computableInPolyTime.outputsFun F noncomputable def tableCertificate : TM2ComputableInPolyTime formulaBits GraphTables.tableBits (TableIteration.outputTable H) := by change TM2ComputableInPolyTime formulaBits GraphTables.tableBits (fun F => finalTable H (initial F)) exact MachineSequential.composeBits (f := initial) (g := finalTable H) initialCertificate (computableInPolyTime H body) noncomputable def gapMapCertificate : TM2ComputableInPolyTime formulaBits formulaBits (TableIteration.gapMap H) := MachineSequential.composeBits (f := TableIteration.outputTable H) (g := FinalTableFormula.output) (tableCertificate H body) FinalCNFMachine.Program.computableInPolyTime end BinPackingGames.Foundations.Complexity.MachineTableIteration namespace BinPackingGames.Foundations.Complexity.TableIterationFiniteAlphabet open PCP MachineFiniteAlphabet theorem initial : FiniteAlphabet MachineRawInitialTable.computableInPolyTime.tm := by intro k change Finite Bool infer_instance theorem finalCNF : FiniteAlphabet FinalCNFMachine.Program.computableInPolyTime.tm := by intro k change Finite Bool infer_instance theorem counter : FiniteAlphabet MachineTableIteration.counterCertificate.tm := by intro k change Finite Bool infer_instance variable (H : RoundTables.BaseTable) (body : Turing.TM2ComputableInPolyTime GraphTables.tableBits GraphTables.tableBits (RoundTables.build H)) (finiteBody : FiniteAlphabet body.tm) include finiteBody theorem counted : FiniteAlphabet (MachineTableIteration.countedCertificate H body).tm := repeat_machine body.tm body.inputAlphabet body.outputAlphabet finiteBody theorem iteration : FiniteAlphabet (MachineTableIteration.computableInPolyTime H body).tm := composeBits MachineTableIteration.counterCertificate (MachineTableIteration.countedCertificate H body) counter (counted H body finiteBody) theorem table : FiniteAlphabet (MachineTableIteration.tableCertificate H body).tm := composeBits MachineTableIteration.initialCertificate (MachineTableIteration.computableInPolyTime H body) initial (iteration H body finiteBody) theorem gapMap : FiniteAlphabet (MachineTableIteration.gapMapCertificate H body).tm := composeBits (MachineTableIteration.tableCertificate H body) FinalCNFMachine.Program.computableInPolyTime (table H body finiteBody) finalCNF end BinPackingGames.Foundations.Complexity.TableIterationFiniteAlphabet end OAI