openAI-math-dataset / lean /OAI /Computability /BinPacking /Search /ExtensionVerifierMachine.lean
roseking's picture
Add lean source and binary files (part 59)
8df23f4 verified
Raw History Blame Contribute Delete
20.8 kB
import Mathlib.Tactic.DeriveFintype
import OAI.Computability.BinPacking.Arithmetic.GraphTallyMachine
namespace OAI
namespace BinPackingGap.ExtensionVerifierMachine.Fields
open Turing
open BinPackingGames.Foundations.Complexity
open MachineComposition
open BinPackingGames.Reduction.MachineTransfer
inductive Block
| bins | items | fixed
deriving DecidableEq
protected abbrev Block.enumList : List Block := [.bins, .items, .fixed]
protected theorem Block.enumList_getElem?_ctorIdx_eq (x : Block) :
Block.enumList[x.ctorIdx]? = some x := by
cases x <;> rfl
protected theorem Block.enumList_nodup : Block.enumList.Nodup := by decide
instance : Fintype Block where
elems := ⟨Block.enumList, Block.enumList_nodup⟩
complete x := by cases x <;> decide
inductive Field
| bins | numerator | denominator
deriving DecidableEq
protected abbrev Field.enumList : List Field := [.bins, .numerator, .denominator]
protected theorem Field.enumList_getElem?_ctorIdx_eq (x : Field) :
Field.enumList[x.ctorIdx]? = some x := by
cases x <;> rfl
protected theorem Field.enumList_nodup : Field.enumList.Nodup := by decide
instance : Fintype Field where
elems := ⟨Field.enumList, Field.enumList_nodup⟩
complete x := by cases x <;> decide
inductive Mode
| flag (field : Field)
| digit (field : Field)
| items
| fixed
deriving DecidableEq, Fintype
def Field.block : Field → Block
| .bins => .bins
| .numerator | .denominator => .items
def afterField : Field → Mode
| .bins => .items
| .numerator => .flag .denominator
| .denominator => .items
def Mode.block : Mode → Block
| .flag f | .digit f => f.block
| .items => .items
| .fixed => .fixed
def nextMode : Mode → Bool → Mode
| .flag f, true => .digit f
| .flag f, false => afterField f
| .digit f, _ => .flag f
| .items, true => .flag .numerator
| .items, false => .fixed
| .fixed, _ => .fixed
abbrev Words := Block → List Bool
def prepend (words : Words) (block : Block) (chunk : List Bool) : Words :=
Function.update words block (chunk ++ words block)
@[simp] theorem prepend_nil (words : Words) (block : Block) :
prepend words block [] = words := by
simp [prepend]
theorem prepend_prepend (words : Words) (block : Block) (first second : List Bool) :
prepend (prepend words block first) block second =
prepend words block (second ++ first) := by
funext k
by_cases h : k = block
· subst k; simp [prepend, List.append_assoc]
· simp [prepend, h]
def run : Mode → Words → List Bool → Mode × Words
| mode, words, [] => (mode, words)
| mode, words, bit :: rest =>
run (nextMode mode bit) (prepend words mode.block [bit]) rest
theorem run_frame (field : Field) (bits suffix : List Bool) (words : Words) :
run (.flag field) words (BinPackingCompleteness.BinaryEncoding.frame bits ++ suffix) =
run (afterField field)
(prepend words field.block (BinPackingCompleteness.BinaryEncoding.frame bits).reverse)
suffix := by
induction bits generalizing words with
| nil => simp [BinPackingCompleteness.BinaryEncoding.frame, run, nextMode, Mode.block]
| cons bit bits ih =>
simp only [BinPackingCompleteness.BinaryEncoding.frame, List.cons_append, run,
nextMode, Mode.block]
rw [ih]
simp only [prepend_prepend, List.reverse_cons, List.append_assoc,
List.singleton_append]
theorem run_nat (field : Field) (n : Nat) (suffix : List Bool) (words : Words) :
run (.flag field) words (BinaryEncoding.natBits n ++ suffix) =
run (afterField field)
(prepend words field.block (BinaryEncoding.natBits n).reverse) suffix :=
run_frame field n.bits suffix words
theorem run_items (items : RawInstance) (suffix : List Bool) (words : Words) :
run .items words (BinaryEncoding.rawInstanceBits items ++ suffix) =
run .fixed
(prepend words .items (BinaryEncoding.rawInstanceBits items).reverse) suffix := by
induction items generalizing words with
| nil => simp [BinaryEncoding.rawInstanceBits, BinaryEncoding.listBits, run,
nextMode, Mode.block]
| cons item items ih =>
change run (.flag .numerator) (prepend words .items [true])
(BinaryEncoding.natBits item.1 ++ BinaryEncoding.natBits item.2 ++
BinaryEncoding.rawInstanceBits items ++ suffix) = _
simp only [List.append_assoc]
rw [run_nat]
change run (.flag .denominator)
(prepend (prepend words .items [true]) .items
(BinaryEncoding.natBits item.1).reverse)
(BinaryEncoding.natBits item.2 ++
(BinaryEncoding.rawInstanceBits items ++ suffix)) = _
rw [run_nat]
change run .items _ (BinaryEncoding.rawInstanceBits items ++ suffix) = _
rw [ih]
simp only [Field.block, prepend_prepend, BinaryEncoding.rawInstanceBits,
BinaryEncoding.listBits, BinaryEncoding.pairBits, List.reverse_cons,
List.reverse_append, List.append_assoc]
theorem run_fixed (input : List Bool) (words : Words) :
run .fixed words input = (.fixed, prepend words .fixed input.reverse) := by
induction input generalizing words with
| nil => simp [run]
| cons bit input ih =>
simpa only [run, nextMode, Mode.block, prepend_prepend,
List.reverse_cons] using ih (prepend words .fixed [bit])
def encodedWords (bins : Nat) (items : RawInstance) (fixed : List (Option Nat)) : Words
| .bins => BinaryEncoding.natBits bins
| .items => BinaryEncoding.rawInstanceBits items
| .fixed => BinaryEncoding.listBits (BinaryEncoding.optionBits BinaryEncoding.natBits) fixed
def empty : Words := fun _ => []
def reversed (words : Words) : Words := fun block => (words block).reverse
@[simp] theorem reversed_reversed (words : Words) : reversed (reversed words) = words := by
funext block
simp [reversed]
def wordLength (words : Words) : Nat :=
(words .bins).length + (words .items).length + (words .fixed).length
@[simp] theorem wordLength_empty : wordLength empty = 0 := rfl
@[simp] theorem wordLength_reversed (words : Words) :
wordLength (reversed words) = wordLength words := by simp [wordLength, reversed]
theorem wordLength_prepend (words : Words) (block : Block) (chunk : List Bool) :
wordLength (prepend words block chunk) = wordLength words + chunk.length := by
cases block <;> simp [wordLength, prepend] <;> omega
theorem run_wordLength (mode : Mode) (words : Words) (input : List Bool) :
wordLength (run mode words input).2 = wordLength words + input.length := by
induction input generalizing mode words with
| nil => simp [run]
| cons bit input ih =>
rw [run, ih, wordLength_prepend]
simp only [List.length_cons, List.length_nil]
omega
theorem run_extension (bins : Nat) (items : RawInstance) (fixed : List (Option Nat)) :
run (.flag .bins) empty (BinaryEncoding.extensionBits bins items fixed) =
(.fixed, reversed (encodedWords bins items fixed)) := by
unfold BinaryEncoding.extensionBits
rw [List.append_assoc, run_nat]
change run .items _ (_ ++ _) = _
rw [run_items, run_fixed]
congr 1
funext block
cases block <;> simp [prepend, empty, reversed, encodedWords, Field.block]
inductive Label
| scan | restoreBins | restoreItems | restoreFixed
deriving DecidableEq
protected abbrev Label.enumList : List Label := [.scan, .restoreBins, .restoreItems,
.restoreFixed]
protected theorem Label.enumList_getElem?_ctorIdx_eq (x : Label) :
Label.enumList[x.ctorIdx]? = some x := by
cases x <;> rfl
protected theorem Label.enumList_nodup : Label.enumList.Nodup := by decide
instance : Fintype Label where
elems := ⟨Label.enumList, Label.enumList_nodup⟩
complete x := by cases x <;> decide
abbrev Alphabet (_ : Fin 7) := Bool
abbrev State := Mode × Option Bool
def scanFinish : TM2.Stmt Alphabet Label State :=
.load (fun state => (nextMode state.1 (state.2.getD false), none))
(.goto fun _ => .scan)
def instruction : Label → TM2.Stmt Alphabet Label State
| .scan =>
.pop 0 (fun state head => (state.1, head))
(.branch (fun state => state.2.isSome)
(.branch (fun state => decide (state.1.block = .bins))
(.push 1 (fun state => state.2.getD false) scanFinish)
(.branch (fun state => decide (state.1.block = .items))
(.push 2 (fun state => state.2.getD false) scanFinish)
(.push 3 (fun state => state.2.getD false) scanFinish)))
(.load (fun _ => (.flag .bins, none)) (.goto fun _ => .restoreBins)))
| .restoreBins => loopAt 1 4 id false .restoreBins (some .restoreItems)
| .restoreItems => loopAt 2 5 id false .restoreItems (some .restoreFixed)
| .restoreFixed => loopAt 3 6 id false .restoreFixed none
abbrev machine : FinTM2 where
K := Fin 7
k₀ := 0
k₁ := 4
Γ := Alphabet
Λ := Label
main := .scan
σ := State
initialState := (.flag .bins, none)
m := instruction
def tapes (input : List Bool) (saved output : Words) : Fin 7 → List Bool
| 0 => input
| 1 => saved .bins
| 2 => saved .items
| 3 => saved .fixed
| 4 => output .bins
| 5 => output .items
| _ => output .fixed
def cfg (label : Option Label) (input : List Bool) (saved output : Words)
(mode : Mode := .flag .bins) (register : Option Bool := none) : machine.Cfg :=
⟨label, (mode, register), tapes input saved output⟩
private theorem update_input (input replacement : List Bool) (saved output : Words) :
Function.update (tapes input saved output) 0 replacement =
tapes replacement saved output := by
funext k; fin_cases k <;> rfl
def savedTape : Block → Fin 7
| .bins => 1
| .items => 2
| .fixed => 3
def outputTape : Block → Fin 7
| .bins => 4
| .items => 5
| .fixed => 6
private theorem update_saved (input : List Bool) (saved output : Words)
(block : Block) (replacement : List Bool) :
Function.update (tapes input saved output) (savedTape block) replacement =
tapes input (Function.update saved block replacement) output := by
funext k; cases block <;> fin_cases k <;> rfl
private theorem update_output (input : List Bool) (saved output : Words)
(block : Block) (replacement : List Bool) :
Function.update (tapes input saved output) (outputTape block) replacement =
tapes input saved (Function.update output block replacement) := by
funext k; cases block <;> fin_cases k <;> rfl
theorem step_scan_empty (saved output : Words) (mode : Mode) (register : Option Bool) :
machine.step (cfg (some .scan) [] saved output mode register) =
some (cfg (some .restoreBins) [] saved output) := by
change some (TM2.stepAux (instruction .scan) _ _) = _
simp [instruction, cfg, TM2.stepAux, tapes, update_input]
all_goals rfl
theorem step_scan_cons (bit : Bool) (input : List Bool) (saved output : Words)
(mode : Mode) (register : Option Bool) :
machine.step (cfg (some .scan) (bit :: input) saved output mode register) =
some (cfg (some .scan) input (prepend saved mode.block [bit]) output
(nextMode mode bit)) := by
change some (TM2.stepAux (instruction .scan) _ _) = _
cases mode with
| flag field =>
cases field <;>
simp [instruction, scanFinish, cfg, TM2.stepAux, Mode.block, Field.block,
update_input, ← update_saved, savedTape, prepend, tapes] <;> rfl
| digit field =>
cases field <;>
simp [instruction, scanFinish, cfg, TM2.stepAux, Mode.block, Field.block,
update_input, ← update_saved, savedTape, prepend, tapes] <;> rfl
| items =>
simp [instruction, scanFinish, cfg, TM2.stepAux, Mode.block,
update_input, ← update_saved, savedTape, prepend, tapes]; rfl
| fixed =>
simp [instruction, scanFinish, cfg, TM2.stepAux, Mode.block,
update_input, ← update_saved, savedTape, prepend, tapes]; rfl
theorem scanTrace (input : List Bool) (saved output : Words) (mode : Mode)
(register : Option Bool) :
(advance machine.step)^[input.length + 1]
(some (cfg (some .scan) input saved output mode register)) =
some (cfg (some .restoreBins) [] (run mode saved input).2 output) := by
induction input generalizing mode saved register with
| nil =>
simpa only [List.length_nil, Nat.zero_add, Function.iterate_one,
advance_some, run] using step_scan_empty saved output mode register
| cons bit input ih =>
rw [List.length_cons, Function.iterate_succ_apply]
simp only [advance_some]
rw [step_scan_cons]
simpa only [run] using ih (saved := prepend saved mode.block [bit])
(mode := nextMode mode bit) (register := none)
theorem initList_eq (input : List Bool) :
initList machine input = cfg (some .scan) input empty empty := by
unfold initList cfg
congr 1
funext k
fin_cases k <;> rfl
theorem scan_extension (bins : Nat) (items : RawInstance) (fixed : List (Option Nat)) :
(advance machine.step)^[(BinaryEncoding.extensionBits bins items fixed).length + 1]
(some (initList machine (BinaryEncoding.extensionBits bins items fixed))) =
some (cfg (some .restoreBins) [] (reversed (encodedWords bins items fixed)) empty) := by
rw [initList_eq]
simpa only [run_extension] using
scanTrace (BinaryEncoding.extensionBits bins items fixed) empty empty (.flag .bins) none
def restoreLabel : Block → Label
| .bins => .restoreBins
| .items => .restoreItems
| .fixed => .restoreFixed
def nextRestore : Block → Option Label
| .bins => some .restoreItems
| .items => some .restoreFixed
| .fixed => none
theorem restoreTrace (block : Block) (saved output : Words) :
(advance machine.step)^[(saved block).length + 1]
(some (cfg (some (restoreLabel block)) [] saved output)) =
some (cfg (nextRestore block) [] (Function.update saved block [])
(prepend output block (saved block).reverse)) := by
change (nextAt (outputTape block) instruction)^[(saved block).length + 1]
(some (cfg (some (restoreLabel block)) [] saved output)) =
some (cfg (nextRestore block) [] (Function.update saved block [])
(prepend output block (saved block).reverse))
have distinct : savedTape block ≠ outputTape block := by cases block <;> decide
have atLoop : instruction (restoreLabel block) =
loopAt (savedTape block) (outputTape block) id false
(restoreLabel block) (nextRestore block) := by cases block <;> rfl
have trace := transferAt_fromTapes (savedTape block) (outputTape block) distinct
id false (restoreLabel block) (nextRestore block) instruction atLoop
(tapes [] saved output) (Mode.flag .bins) none
have source : tapes [] saved output (savedTape block) = saved block := by
cases block <;> rfl
have destination : tapes [] saved output (outputTape block) = output block := by
cases block <;> rfl
rw [source, destination] at trace
simpa only [cfg, tapesAt, update_saved, update_output,
List.map_id_fun, id_eq, prepend] using! trace
private theorem appendTrace {X : Type*} (f : X → X) {a b : Nat} {x y z : X}
(first : f^[a] x = y) (second : f^[b] y = z) : f^[a + b] x = z := by
rw [Nat.add_comm a b, Function.iterate_add_apply, first, second]
theorem restoreAllTrace (words : Words) :
(advance machine.step)^[(words .bins).length + (words .items).length +
(words .fixed).length + 3]
(some (cfg (some .restoreBins) [] (reversed words) empty)) =
some (cfg none [] empty words) := by
let saved₁ := Function.update (reversed words) .bins []
let output₁ := prepend empty .bins (words .bins)
let saved₂ := Function.update saved₁ .items []
let output₂ := prepend output₁ .items (words .items)
have first := restoreTrace .bins (reversed words) empty
have second := restoreTrace .items saved₁ output₁
have third := restoreTrace .fixed saved₂ output₂
simp only [reversed, List.length_reverse, List.reverse_reverse,
restoreLabel, nextRestore] at first
change (advance machine.step)^[(words .bins).length + 1]
(some (cfg (some .restoreBins) [] (reversed words) empty)) =
some (cfg (some .restoreItems) [] saved₁ output₁) at first
have saved₁_items : saved₁ .items = (words .items).reverse := by
simp [saved₁, reversed]
have saved₂_fixed : saved₂ .fixed = (words .fixed).reverse := by
simp [saved₂, saved₁, reversed]
rw [saved₁_items] at second
simp only [List.length_reverse, List.reverse_reverse, restoreLabel, nextRestore] at second
change (advance machine.step)^[(words .items).length + 1]
(some (cfg (some .restoreItems) [] saved₁ output₁)) =
some (cfg (some .restoreFixed) [] saved₂ output₂) at second
rw [saved₂_fixed] at third
simp only [List.length_reverse, List.reverse_reverse, restoreLabel, nextRestore] at third
have cleared : Function.update saved₂ .fixed [] = empty := by
funext block; cases block <;> simp [saved₂, saved₁, empty]
have restored : prepend output₂ .fixed (words .fixed) = words := by
funext block; cases block <;> simp [output₂, output₁, prepend, empty]
rw [cleared, restored] at third
have total := appendTrace (advance machine.step)
(appendTrace (advance machine.step) first second) third
have clock : (words .bins).length + (words .items).length +
(words .fixed).length + 3 =
((words .bins).length + 1 + ((words .items).length + 1)) +
((words .fixed).length + 1) := by omega
rw [clock]
exact total
theorem extensionTrace (bins : Nat) (items : RawInstance) (fixed : List (Option Nat)) :
(advance machine.step)^[2 * (BinaryEncoding.extensionBits bins items fixed).length + 4]
(some (initList machine (BinaryEncoding.extensionBits bins items fixed))) =
some (cfg none [] empty (encodedWords bins items fixed)) := by
have first := scan_extension bins items fixed
have second := restoreAllTrace (encodedWords bins items fixed)
have joined := appendTrace (advance machine.step) first second
have length : (BinaryEncoding.extensionBits bins items fixed).length =
(encodedWords bins items fixed .bins).length +
(encodedWords bins items fixed .items).length +
(encodedWords bins items fixed .fixed).length := by
simp [BinaryEncoding.extensionBits, encodedWords, Nat.add_assoc]
have clock : 2 * (BinaryEncoding.extensionBits bins items fixed).length + 4 =
(BinaryEncoding.extensionBits bins items fixed).length + 1 +
((encodedWords bins items fixed .bins).length +
(encodedWords bins items fixed .items).length +
(encodedWords bins items fixed .fixed).length + 3) := by omega
rw [clock]
exact joined
def extensionInTime (bins : Nat) (items : RawInstance) (fixed : List (Option Nat)) :
StateTransition.EvalsToInTime machine.step
(initList machine (BinaryEncoding.extensionBits bins items fixed))
(some (cfg none [] empty (encodedWords bins items fixed)))
(2 * (BinaryEncoding.extensionBits bins items fixed).length + 4) where
steps := 2 * (BinaryEncoding.extensionBits bins items fixed).length + 4
evals_in_steps := extensionTrace bins items fixed
steps_le_m := Nat.le_refl _
def extracted (input : List Bool) : Words :=
reversed (run (.flag .bins) empty input).2
theorem totalTrace (input : List Bool) :
(advance machine.step)^[2 * input.length + 4]
(some (initList machine input)) =
some (cfg none [] empty (extracted input)) := by
have first := scanTrace input empty empty (.flag .bins) none
have second := restoreAllTrace (extracted input)
have startSaved : reversed (extracted input) = (run (.flag .bins) empty input).2 :=
reversed_reversed _
rw [startSaved] at second
have joined := appendTrace (advance machine.step) first second
rw [initList_eq]
have length : wordLength (extracted input) = input.length := by
simp [extracted, run_wordLength]
unfold wordLength at length
have clock : 2 * input.length + 4 = input.length + 1 +
((extracted input .bins).length + (extracted input .items).length +
(extracted input .fixed).length + 3) := by omega
rw [clock]
exact joined
def extractionInTime (input : List Bool) :
StateTransition.EvalsToInTime machine.step (initList machine input)
(some (cfg none [] empty (extracted input))) (2 * input.length + 4) where
steps := 2 * input.length + 4
evals_in_steps := totalTrace input
steps_le_m := Nat.le_refl _
@[simp] theorem extracted_extension (bins : Nat) (items : RawInstance)
(fixed : List (Option Nat)) :
extracted (BinaryEncoding.extensionBits bins items fixed) =
encodedWords bins items fixed := by
simp [extracted, run_extension]
theorem machine_finiteAlphabet (k : machine.K) : Finite (machine.Γ k) := by
change Finite Bool
infer_instance
end BinPackingGap.ExtensionVerifierMachine.Fields
end OAI