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import Mathlib.Data.Fintype.Pi
import Mathlib.Data.Fintype.Sigma
import Mathlib.Data.Fintype.Sum
import Mathlib.Data.List.Basic
import Mathlib.Data.List.FinRange
import Mathlib.Logic.Equiv.Fin.Basic
import Mathlib.Logic.Function.Basic
import OAI.Computability.BinPacking.CookLevin.BoundedExecution
namespace OAI
namespace BinPackingGames.Foundations.Complexity.CookLevin.StackEncoding
variable {Γ : Type*}
abbrev Cells (Γ : Type*) (S : Nat) := Fin S → Option Γ
def encode (S : Nat) (xs : List Γ) : Cells Γ S := fun i => xs[i.val]?
def read {S : Nat} (cells : Cells Γ S) (n : Nat) : Option Γ :=
if h : n < S then cells ⟨n, h⟩ else none
def head {S : Nat} (cells : Cells Γ S) : Option Γ := read cells 0
def isEmpty {S : Nat} (cells : Cells Γ S) : Bool := (head cells).isNone
def popShift {S : Nat} (cells : Cells Γ S) : Cells Γ S :=
fun i => read cells (i.val + 1)
def pushShift {S : Nat} (a : Γ) (cells : Cells Γ S) : Cells Γ S :=
fun i => if h : i.val = 0 then some a else cells ⟨i.val - 1, by omega⟩
@[simp] theorem encode_apply (S : Nat) (xs : List Γ) (i : Fin S) :
encode S xs i = xs[i.val]? := rfl
@[simp] theorem encode_nil (S : Nat) : encode S ([] : List Γ) = fun _ => none := by
funext i
simp [encode]
@[simp] theorem read_at {S : Nat} (cells : Cells Γ S) (i : Fin S) :
read cells i.val = cells i := by
simp [read, i.isLt]
theorem read_of_capacity_le {S : Nat} (cells : Cells Γ S) (n : Nat) (h : S ≤ n) :
read cells n = none := by
simp [read, Nat.not_lt.mpr h]
theorem read_encode {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) (n : Nat) :
read (encode S xs) n = xs[n]? := by
by_cases hn : n < S
· simp [read, encode, hn]
· have hx : xs.length ≤ n := by omega
simp [read, hn, List.getElem?_eq_none hx]
theorem head_encode {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) :
head (encode S xs) = xs.head? := by
rw [head, read_encode xs hlen, List.head?_eq_getElem?]
theorem head_encode_eq_none_iff {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) :
head (encode S xs) = none ↔ xs = [] := by
rw [head_encode xs hlen, List.head?_eq_none_iff]
theorem isEmpty_encode {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) :
isEmpty (encode S xs) = xs.isEmpty := by
rw [isEmpty, head_encode xs hlen]
cases xs <;> rfl
theorem isEmpty_encode_eq_true_iff {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) :
isEmpty (encode S xs) = true ↔ xs = [] := by
rw [isEmpty_encode xs hlen]
cases xs <;> simp
theorem encode_tail {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) :
encode S xs.tail = popShift (encode S xs) := by
funext i
change xs.tail[i.val]? = read (encode S xs) (i.val + 1)
rw [read_encode xs hlen, List.getElem?_tail]
theorem encode_cons {S : Nat} (a : Γ) (xs : List Γ) :
encode S (a :: xs) = pushShift a (encode S xs) := by
funext i
by_cases hi : i.val = 0 <;> simp [encode, pushShift, List.getElem?_cons, hi]
theorem tail_length_le {S : Nat} (xs : List Γ) (hlen : xs.length ≤ S) :
xs.tail.length ≤ S := by
have ht : xs.tail.length ≤ xs.length := by simp
omega
theorem cons_length_le {S : Nat} (a : Γ) (xs : List Γ) (hroom : xs.length < S) :
(a :: xs).length ≤ S := by
simp only [List.length_cons]
omega
theorem encode_injective {S : Nat} {xs ys : List Γ}
(hx : xs.length ≤ S) (hy : ys.length ≤ S)
(h : encode S xs = encode S ys) : xs = ys := by
apply List.ext_getElem?
intro n
rw [← read_encode xs hx n, ← read_encode ys hy n, h]
theorem encode_eq_iff {S : Nat} {xs ys : List Γ}
(hx : xs.length ≤ S) (hy : ys.length ≤ S) :
encode S xs = encode S ys ↔ xs = ys :=
⟨encode_injective hx hy, fun h => congrArg (encode S) h⟩
abbrev BoundedStack (Γ : Type*) (S : Nat) := {xs : List Γ // xs.length ≤ S}
def boundedEncoding (S : Nat) : BoundedStack Γ S ↪ Cells Γ S where
toFun xs := encode S xs.val
inj' := by
intro xs ys h
apply Subtype.ext
exact encode_injective xs.property ys.property h
def boundedPop {S : Nat} (xs : BoundedStack Γ S) : BoundedStack Γ S :=
⟨xs.val.tail, tail_length_le xs.val xs.property⟩
def boundedPush {S : Nat} (a : Γ) (xs : BoundedStack Γ S)
(hroom : xs.val.length < S) : BoundedStack Γ S :=
⟨a :: xs.val, cons_length_le a xs.val hroom⟩
theorem boundedPop_correct {S : Nat} (xs : BoundedStack Γ S) :
boundedEncoding S (boundedPop xs) = popShift (boundedEncoding S xs) :=
encode_tail xs.val xs.property
theorem boundedPush_correct {S : Nat} (a : Γ) (xs : BoundedStack Γ S)
(hroom : xs.val.length < S) :
boundedEncoding S (boundedPush a xs hroom) = pushShift a (boundedEncoding S xs) :=
encode_cons a xs.val
variable {K : Type} {Alphabet : K → Type} [DecidableEq K]
def encodeTapes (S : Nat) (tapes : ∀ k, List (Alphabet k)) :
∀ k, Cells (Alphabet k) S := fun k => encode S (tapes k)
theorem encodeTapes_update (S : Nat) (tapes : ∀ k, List (Alphabet k))
(k : K) (replacement : List (Alphabet k)) :
encodeTapes S (Function.update tapes k replacement) =
Function.update (encodeTapes S tapes) k (encode S replacement) := by
funext j
by_cases h : j = k
· subst j; simp [encodeTapes]
· simp [encodeTapes, h]
theorem encodeTapes_pop {S : Nat} (tapes : ∀ k, List (Alphabet k)) (k : K)
(hlen : (tapes k).length ≤ S) :
encodeTapes S (Function.update tapes k (tapes k).tail) =
Function.update (encodeTapes S tapes) k (popShift (encode S (tapes k))) := by
rw [encodeTapes_update, encode_tail (tapes k) hlen]
theorem encodeTapes_push (S : Nat) (tapes : ∀ k, List (Alphabet k)) (k : K)
(a : Alphabet k) :
encodeTapes S (Function.update tapes k (a :: tapes k)) =
Function.update (encodeTapes S tapes) k (pushShift a (encode S (tapes k))) := by
rw [encodeTapes_update, encode_cons]
omit [DecidableEq K] in
theorem encodeTapes_injective {S : Nat} {tapes other : ∀ k, List (Alphabet k)}
(h : ∀ k, (tapes k).length ≤ S) (ho : ∀ k, (other k).length ≤ S)
(heq : encodeTapes S tapes = encodeTapes S other) : tapes = other := by
funext k
exact encode_injective (h k) (ho k) (congrFun heq k)
end BinPackingGames.Foundations.Complexity.CookLevin.StackEncoding
namespace BinPackingGames.Foundations.Complexity.CookLevin
open Target
inductive Gate where
| const (value : Bool)
| not (input : Nat)
| and (left right : Nat)
| or (left right : Nat)
deriving DecidableEq
def Gate.Bounded (g : Gate) (bound : Nat) : Prop :=
match g with
| .const _ => True
| .not x => x < bound
| .and x y | .or x y => x < bound ∧ y < bound
def Gate.eval (g : Gate) (wires : Nat → Bool) : Bool :=
match g with
| .const b => b
| .not x => !(wires x)
| .and x y => wires x && wires y
| .or x y => wires x || wires y
theorem Gate.bounded_mono (g : Gate) {a b : Nat} (hab : a ≤ b)
(h : g.Bounded a) : g.Bounded b := by
cases g with
| const _ => trivial
| not _ => exact Nat.lt_of_lt_of_le h hab
| and _ _ => exact ⟨Nat.lt_of_lt_of_le h.1 hab, Nat.lt_of_lt_of_le h.2 hab⟩
| or _ _ => exact ⟨Nat.lt_of_lt_of_le h.1 hab, Nat.lt_of_lt_of_le h.2 hab⟩
theorem Gate.eval_congr (g : Gate) {bound : Nat} (hg : g.Bounded bound)
(A B : Nat → Bool) (h : ∀ j, j < bound → A j = B j) :
g.eval A = g.eval B := by
cases g with
| const b => rfl
| not x => simp only [Gate.eval, h x hg]
| and x y => simp only [Gate.eval, h x hg.1, h y hg.2]
| or x y => simp only [Gate.eval, h x hg.1, h y hg.2]
def Ordered (start : Nat) (gates : List Gate) : Prop :=
∀ i (hi : i < gates.length), gates[i].Bounded (start + i)
def Consistent (start : Nat) (gates : List Gate) (wires : Nat → Bool) : Prop :=
∀ i (hi : i < gates.length), wires (start + i) = gates[i].eval wires
@[simp] theorem ordered_nil (start : Nat) : Ordered start [] := by
intro i hi
simp at hi
theorem ordered_cons (start : Nat) (g : Gate) (gs : List Gate) :
Ordered start (g :: gs) ↔ g.Bounded start ∧ Ordered (start + 1) gs := by
unfold Ordered
constructor
· intro h
refine ⟨?_, ?_⟩
· have h0 := h 0 (by simp)
change g.Bounded (start + 0) at h0
simpa only [Nat.add_zero] using h0
· intro i hi
have ht := h (i + 1) (by simpa using hi)
change gs[i].Bounded (start + (i + 1)) at ht
simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using ht
· rintro ⟨hg, hgs⟩ i hi
cases i with
| zero => simpa using hg
| succ i =>
simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using
hgs i (by simpa using hi)
@[simp] theorem consistent_nil (start : Nat) (A : Nat → Bool) :
Consistent start [] A := by
intro i hi
simp at hi
theorem consistent_cons (start : Nat) (g : Gate) (gs : List Gate) (A : Nat → Bool) :
Consistent start (g :: gs) A ↔ A start = g.eval A ∧ Consistent (start + 1) gs A := by
unfold Consistent
constructor
· intro h
refine ⟨?_, ?_⟩
· have h0 := h 0 (by simp)
change A (start + 0) = g.eval A at h0
simpa only [Nat.add_zero] using h0
· intro i hi
have ht := h (i + 1) (by simpa using hi)
change A (start + (i + 1)) = gs[i].eval A at ht
simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using ht
· rintro ⟨hg, hgs⟩ i hi
cases i with
| zero => simpa using hg
| succ i =>
simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using
hgs i (by simpa using hi)
theorem consistent_append (start : Nat) (gs hs : List Gate) (A : Nat → Bool) :
Consistent start (gs ++ hs) A ↔
Consistent start gs A ∧ Consistent (start + gs.length) hs A := by
induction gs generalizing start with
| nil => simp [Consistent]
| cons g gs ih =>
simp only [List.cons_append, consistent_cons, ih, List.length_cons]
simp only [Nat.add_comm, Nat.add_left_comm, and_assoc]
def run (start : Nat) : List Gate → (Nat → Bool) → (Nat → Bool)
| [], A => A
| g :: gs, A => run (start + 1) gs (Function.update A start (g.eval A))
theorem run_eq_of_lt (start : Nat) (gs : List Gate) (A : Nat → Bool)
(j : Nat) (hj : j < start) : run start gs A j = A j := by
induction gs generalizing start A with
| nil => rfl
| cons g gs ih =>
rw [run, ih (start + 1) _ (by omega)]
exact Function.update_of_ne (by omega) _ _
theorem run_append (start : Nat) (gs hs : List Gate) (A : Nat → Bool) :
run start (gs ++ hs) A = run (start + gs.length) hs (run start gs A) := by
induction gs generalizing start A with
| nil => simp [run]
| cons g gs ih =>
simpa [run, Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using
ih (start + 1) (Function.update A start (g.eval A))
@[simp] theorem run_singleton (start : Nat) (g : Gate) (A : Nat → Bool) :
run start [g] A = Function.update A start (g.eval A) := rfl
@[simp] theorem run_singleton_here (start : Nat) (g : Gate) (A : Nat → Bool) :
run start [g] A start = g.eval A := by simp
theorem run_singleton_other (start : Nat) (g : Gate) (A : Nat → Bool)
(j : Nat) (hj : j ≠ start) : run start [g] A j = A j := by
simp [hj]
theorem Ordered.append {start : Nat} {gs hs : List Gate}
(hg : Ordered start gs) (hh : Ordered (start + gs.length) hs) :
Ordered start (gs ++ hs) := by
induction gs generalizing start with
| nil => simpa using hh
| cons g gs ih =>
rcases (ordered_cons start g gs).mp hg with ⟨h0, ht⟩
apply (ordered_cons start g (gs ++ hs)).mpr
refine ⟨h0, ih ht ?_⟩
simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using hh
theorem run_consistent (start : Nat) (gs : List Gate) (A : Nat → Bool)
(h : Ordered start gs) : Consistent start gs (run start gs A) := by
induction gs generalizing start A with
| nil => exact consistent_nil start A
| cons g gs ih =>
rcases (ordered_cons start g gs).mp h with ⟨hg, hgs⟩
apply (consistent_cons start g gs _).mpr
constructor
· have hout : run start (g :: gs) A start = g.eval A := by
rw [run, run_eq_of_lt (start + 1) gs _ start (by omega)]
exact Function.update_self start _ _
rw [hout]
exact Gate.eval_congr g hg A (run start (g :: gs) A)
(fun j hj => (run_eq_of_lt start (g :: gs) A j hj).symm)
· exact ih (start + 1) _ hgs
theorem run_unique (start : Nat) (gs : List Gate) (A B : Nat → Bool)
(ho : Ordered start gs) (hc : Consistent start gs B)
(ha : ∀ j, j < start → A j = B j) :
∀ j, j < start + gs.length → run start gs A j = B j := by
induction gs generalizing start A with
| nil =>
intro j hj
exact ha j (by simpa using hj)
| cons g gs ih =>
rcases (ordered_cons start g gs).mp ho with ⟨hg, hgs⟩
rcases (consistent_cons start g gs B).mp hc with ⟨hb, hbs⟩
have hnext : ∀ j, j < start + 1 →
Function.update A start (g.eval A) j = B j := by
intro j hj
by_cases heq : j = start
· subst j
rw [Function.update_self]
exact (Gate.eval_congr g hg A B ha).trans hb.symm
· rw [Function.update_of_ne heq]
exact ha j (by omega)
intro j hj
exact ih (start + 1) _ hgs hbs hnext j (by
simpa [Nat.add_assoc, Nat.add_comm, Nat.add_left_comm] using hj)
structure Circuit where
inputs : Nat
gates : List Gate
ordered : Ordered inputs gates
output : Fin (inputs + gates.length)
abbrev Circuit.wires (C : Circuit) : Nat := C.inputs + C.gates.length
def inputEnv {n : Nat} (input : Fin n → Bool) : Nat → Bool :=
fun j => if h : j < n then input ⟨j, h⟩ else false
def Circuit.evalWires (C : Circuit) (input : Fin C.inputs → Bool) : Nat → Bool :=
run C.inputs C.gates (inputEnv input)
def Circuit.eval (C : Circuit) (input : Fin C.inputs → Bool) : Bool :=
C.evalWires input C.output.val
theorem Circuit.evalWires_input (C : Circuit) (input : Fin C.inputs → Bool)
(j : Fin C.inputs) : C.evalWires input j.val = input j := by
rw [Circuit.evalWires, run_eq_of_lt _ _ _ _ j.isLt]
simp [inputEnv, j.isLt]
theorem Circuit.evalWires_consistent (C : Circuit) (input : Fin C.inputs → Bool) :
Consistent C.inputs C.gates (C.evalWires input) :=
run_consistent C.inputs C.gates (inputEnv input) C.ordered
theorem Consistent.congr {start : Nat} {gs : List Gate} {A B : Nat → Bool}
(hc : Consistent start gs A) (ho : Ordered start gs)
(hab : ∀ j, j < start + gs.length → A j = B j) :
Consistent start gs B := by
intro i hi
have hbound := Gate.bounded_mono gs[i] (by omega : start + i ≤ start + gs.length)
(ho i hi)
calc
B (start + i) = A (start + i) := (hab _ (by omega)).symm
_ = gs[i].eval A := hc i hi
_ = gs[i].eval B := Gate.eval_congr gs[i] hbound A B hab
def unitClause {n : Nat} (wire : Fin n) (positive : Bool) : Clause n :=
#v[⟨wire, positive⟩, ⟨wire, positive⟩, ⟨wire, positive⟩]
def gateClauses {n : Nat} (output : Fin n) : (g : Gate) → g.Bounded n → List (Clause n)
| .const b, _ => [unitClause output b, unitClause output b, unitClause output b]
| .not x, h =>
let v : Fin n := ⟨x, h⟩
[#v[⟨output, true⟩, ⟨v, true⟩, ⟨v, true⟩],
#v[⟨output, false⟩, ⟨v, false⟩, ⟨v, false⟩],
#v[⟨output, true⟩, ⟨v, true⟩, ⟨v, true⟩]]
| .and x y, h =>
let vx : Fin n := ⟨x, h.1⟩
let vy : Fin n := ⟨y, h.2⟩
[#v[⟨output, false⟩, ⟨vx, true⟩, ⟨vx, true⟩],
#v[⟨output, false⟩, ⟨vy, true⟩, ⟨vy, true⟩],
#v[⟨output, true⟩, ⟨vx, false⟩, ⟨vy, false⟩]]
| .or x y, h =>
let vx : Fin n := ⟨x, h.1⟩
let vy : Fin n := ⟨y, h.2⟩
[#v[⟨output, true⟩, ⟨vx, false⟩, ⟨vx, false⟩],
#v[⟨output, true⟩, ⟨vy, false⟩, ⟨vy, false⟩],
#v[⟨output, false⟩, ⟨vx, true⟩, ⟨vy, true⟩]]
@[simp] theorem gateClauses_length {n : Nat} (output : Fin n)
(g : Gate) (h : g.Bounded n) : (gateClauses output g h).length = 3 := by
cases g <;> rfl
theorem gateClauses_correct {n : Nat} (output : Fin n) (g : Gate)
(h : g.Bounded n) (A : Fin n → Bool) :
(∀ c ∈ gateClauses output g h, c.eval A = true) ↔
A output = g.eval (inputEnv A) := by
cases g with
| const b =>
simp only [gateClauses, List.forall_mem_cons]
cases b <;> cases ho : A output <;>
simp [unitClause, Clause.eval, Literal.eval, Gate.eval, ho]
| not x =>
change x < n at h
simp only [gateClauses, List.forall_mem_cons]
cases ho : A output <;> cases hx : A ⟨x, h⟩ <;>
simp [Clause.eval, Literal.eval, Gate.eval, inputEnv, h, ho, hx]
| and x y =>
change x < n ∧ y < n at h
simp only [gateClauses, List.forall_mem_cons]
cases ho : A output <;> cases hx : A ⟨x, h.1⟩ <;> cases hy : A ⟨y, h.2⟩ <;>
simp [Clause.eval, Literal.eval, Gate.eval, inputEnv, h.1, h.2,
ho, hx, hy]
| or x y =>
change x < n ∧ y < n at h
simp only [gateClauses, List.forall_mem_cons]
cases ho : A output <;> cases hx : A ⟨x, h.1⟩ <;> cases hy : A ⟨y, h.2⟩ <;>
simp [Clause.eval, Literal.eval, Gate.eval, inputEnv, h.1, h.2,
ho, hx, hy]
def Circuit.gateAt (C : Circuit) (i : Fin C.gates.length) : Gate := C.gates[i.val]
def Circuit.gateOutput (C : Circuit) (i : Fin C.gates.length) : Fin C.wires :=
⟨C.inputs + i.val, by have hi := i.isLt; simp only [Circuit.wires]; omega⟩
theorem Circuit.gateBounded (C : Circuit) (i : Fin C.gates.length) :
(C.gateAt i).Bounded C.wires :=
Gate.bounded_mono _ (by have hi := i.isLt; simp only [Circuit.wires]; omega)
(C.ordered i.val i.isLt)
def Circuit.gateBlock (C : Circuit) (i : Fin C.gates.length) : List (Clause C.wires) :=
gateClauses (C.gateOutput i) (C.gateAt i) (C.gateBounded i)
def Circuit.toFormula (C : Circuit) : Formula where
«variables» := C.wires
clauses := (List.finRange C.gates.length).flatMap C.gateBlock ++ [unitClause C.output true]
@[simp] theorem Circuit.toFormula_variables (C : Circuit) :
C.toFormula.variables = C.inputs + C.gates.length := rfl
@[simp] theorem Circuit.toFormula_clause_count (C : Circuit) :
C.toFormula.clauses.length = 3 * C.gates.length + 1 := by
have h : ∀ is : List (Fin C.gates.length),
(is.flatMap C.gateBlock).length = 3 * is.length := by
intro is
induction is with
| nil => rfl
| cons i is ih =>
simp only [List.flatMap_cons, List.length_append, Circuit.gateBlock,
gateClauses_length, List.length_cons] at *
omega
simp [Circuit.toFormula, h]
theorem Circuit.toFormula_satisfied_iff (C : Circuit) (A : Fin C.wires → Bool) :
(∀ c ∈ C.toFormula.clauses, c.eval A = true) ↔
Consistent C.inputs C.gates (inputEnv A) ∧ A C.output = true := by
constructor
· intro h
constructor
· intro i hi
let idx : Fin C.gates.length := ⟨i, hi⟩
have hblock : ∀ c ∈ C.gateBlock idx, c.eval A = true := by
intro c hc
apply h c
apply List.mem_append.mpr
left
exact List.mem_flatMap.mpr ⟨idx, by simp, hc⟩
have heq := (gateClauses_correct (C.gateOutput idx) (C.gateAt idx)
(C.gateBounded idx) A).mp hblock
have hlt : C.inputs + i < C.wires := by simp only [Circuit.wires]; omega
simpa [inputEnv, hlt, Circuit.gateOutput, Circuit.gateAt, idx] using heq
· have hu := h (unitClause C.output true)
(List.mem_append.mpr (Or.inr (List.mem_singleton.mpr rfl)))
simpa [unitClause, Clause.eval, Literal.eval] using hu
· rintro ⟨hc, ho⟩ c hmem
rcases List.mem_append.mp hmem with hblock | hunit
· obtain ⟨i, _, hci⟩ := List.mem_flatMap.mp hblock
apply (gateClauses_correct (C.gateOutput i) (C.gateAt i)
(C.gateBounded i) A).mpr ?_ c hci
have heq := hc i.val i.isLt
have hlt : C.inputs + i.val < C.wires := (C.gateOutput i).isLt
simpa [inputEnv, hlt, Circuit.gateOutput, Circuit.gateAt] using heq
· have heq : c = unitClause C.output true := List.mem_singleton.mp hunit
subst c
simpa [unitClause, Clause.eval, Literal.eval] using ho
def Circuit.restrictAssignment (C : Circuit) (A : Fin C.wires → Bool) :
Fin C.inputs → Bool := fun j =>
A ⟨j.val, by have hj := j.isLt; simp only [Circuit.wires]; omega⟩
theorem Circuit.toFormula_satisfiable_iff_eval (C : Circuit) :
C.toFormula.Satisfiable ↔ ∃ input : Fin C.inputs → Bool, C.eval input = true := by
constructor
· rintro ⟨A, hA⟩
rcases (C.toFormula_satisfied_iff A).mp hA with ⟨hc, ho⟩
refine ⟨C.restrictAssignment A, ?_⟩
have hinput : ∀ j, j < C.inputs →
inputEnv (C.restrictAssignment A) j = inputEnv A j := by
intro j hj
have ht : j < C.wires := by simp only [Circuit.wires]; omega
simp [inputEnv, hj, ht, Circuit.restrictAssignment]
have hu := run_unique C.inputs C.gates (inputEnv (C.restrictAssignment A))
(inputEnv A) C.ordered hc hinput C.output.val C.output.isLt
have heval : C.eval (C.restrictAssignment A) = A C.output := by
have hout : C.output.val < C.wires := C.output.isLt
simpa [Circuit.eval, Circuit.evalWires, inputEnv, hout] using hu
exact heval.trans ho
· rintro ⟨input, hinput⟩
let A : Fin C.wires → Bool := fun j => C.evalWires input j.val
refine ⟨A, (C.toFormula_satisfied_iff A).mpr ⟨?_, hinput⟩⟩
apply Consistent.congr (C.evalWires_consistent input) C.ordered
intro j hj
have ht : j < C.wires := hj
simp [inputEnv, ht, A]
theorem Circuit.toFormula_extending_iff_eval (C : Circuit) (input : Fin C.inputs → Bool) :
(∃ A : Fin C.wires → Bool, C.restrictAssignment A = input ∧
∀ c ∈ C.toFormula.clauses, c.eval A = true) ↔ C.eval input = true := by
constructor
· rintro ⟨A, hext, hA⟩
rcases (C.toFormula_satisfied_iff A).mp hA with ⟨hc, ho⟩
have hinput : ∀ j, j < C.inputs → inputEnv input j = inputEnv A j := by
intro j hj
rw [← hext]
have ht : j < C.wires := by simp only [Circuit.wires]; omega
simp [inputEnv, hj, ht, Circuit.restrictAssignment]
have hu := run_unique C.inputs C.gates (inputEnv input) (inputEnv A)
C.ordered hc hinput C.output.val C.output.isLt
have heval : C.eval input = A C.output := by
have hout : C.output.val < C.wires := C.output.isLt
simpa [Circuit.eval, Circuit.evalWires, inputEnv, hout] using hu
exact heval.trans ho
· intro hinput
let A : Fin C.wires → Bool := fun j => C.evalWires input j.val
refine ⟨A, ?_, (C.toFormula_satisfied_iff A).mpr ⟨?_, hinput⟩⟩
· funext j
simpa [Circuit.restrictAssignment, A] using C.evalWires_input input j
· apply Consistent.congr (C.evalWires_consistent input) C.ordered
intro j hj
have ht : j < C.wires := hj
simp [inputEnv, ht, A]
end BinPackingGames.Foundations.Complexity.CookLevin
namespace BinPackingGames.Foundations.Complexity.CookLevin.StatementCircuit
open Turing
open StackEncoding BoundedExecution
inductive Expr (ι : Type*) where
| input (index : ι)
| const (value : Bool)
| not (arg : Expr ι)
| and (left right : Expr ι)
| or (left right : Expr ι)
namespace Expr
variable {ι : Type*}
def eval (input : ι → Bool) : Expr ι → Bool
| .input i => input i
| .const b => b
| .not e => !(eval input e)
| .and e f => eval input e && eval input f
| .or e f => eval input e || eval input f
theorem eval_congr (e : Expr ι) (u v : ι → Bool) (h : ∀ i, u i = v i) :
e.eval u = e.eval v := by
have : u = v := funext h
rw [this]
def rename {κ : Type*} (f : ι → κ) : Expr ι → Expr κ
| .input i => .input (f i)
| .const b => .const b
| .not e => .not (e.rename f)
| .and e g => .and (e.rename f) (g.rename f)
| .or e g => .or (e.rename f) (g.rename f)
@[simp] theorem eval_rename {κ : Type*} (f : ι → κ) (e : Expr ι) (input : κ → Bool) :
(e.rename f).eval input = e.eval (fun i => input (f i)) := by
induction e <;> simp_all [rename, eval]
def size : Expr ι → Nat
| .input _ | .const _ => 1
| .not e => e.size + 1
| .and e f | .or e f => e.size + f.size + 1
theorem size_pos (e : Expr ι) : 0 < e.size := by
cases e <;> simp [size]
@[simp] theorem size_rename {κ : Type*} (f : ι → κ) (e : Expr ι) :
(e.rename f).size = e.size := by
induction e <;> simp_all [rename, size]
def root (start : Nat) (e : Expr ι) : Nat := start + e.size - 1
theorem root_lt (start : Nat) (e : Expr ι) : e.root start < start + e.size := by
have := e.size_pos
unfold root
omega
@[simp] theorem root_not (start : Nat) (e : Expr ι) :
(Expr.not e).root start = start + e.size := by
simp only [root, size]
omega
@[simp] theorem root_and (start : Nat) (e f : Expr ι) :
(Expr.and e f).root start = start + (e.size + f.size) := by
simp only [root, size]
omega
@[simp] theorem root_or (start : Nat) (e f : Expr ι) :
(Expr.or e f).root start = start + (e.size + f.size) := by
simp only [root, size]
omega
def gates (wire : ι → Nat) (start : Nat) : Expr ι → List Gate
| .input i => [.or (wire i) (wire i)]
| .const b => [.const b]
| .not e => e.gates wire start ++ [.not (e.root start)]
| .and e f => e.gates wire start ++ f.gates wire (start + e.size) ++
[.and (e.root start) (f.root (start + e.size))]
| .or e f => e.gates wire start ++ f.gates wire (start + e.size) ++
[.or (e.root start) (f.root (start + e.size))]
@[simp] theorem gates_length (e : Expr ι) (wire : ι → Nat) (start : Nat) :
(e.gates wire start).length = e.size := by
induction e generalizing start <;> simp_all [gates, size, Nat.add_assoc]
private theorem ordered_singleton (start : Nat) (g : Gate) (h : g.Bounded start) :
Ordered start [g] := by
exact (ordered_cons start g []).mpr ⟨h, ordered_nil _⟩
theorem gates_ordered (e : Expr ι) (wire : ι → Nat) (start : Nat)
(hw : ∀ i, wire i < start) : Ordered start (e.gates wire start) := by
induction e generalizing start with
| input i => exact ordered_singleton start _ ⟨hw i, hw i⟩
| const b => exact ordered_singleton start _ trivial
| not e ih =>
apply (ih start hw).append
simpa only [gates_length] using
ordered_singleton (start + e.size) (.not (e.root start)) (e.root_lt start)
| and e f ihe ihf =>
have hf := ihf (start + e.size) (fun i => lt_of_lt_of_le (hw i) (by omega))
have hp : Ordered start (e.gates wire start ++ f.gates wire (start + e.size)) :=
(ihe start hw).append (by simpa only [gates_length] using hf)
apply hp.append
simp only [List.length_append, gates_length]
apply ordered_singleton
exact ⟨lt_of_lt_of_le (e.root_lt start) (by omega), by
simpa only [Nat.add_assoc] using f.root_lt (start + e.size)⟩
| or e f ihe ihf =>
have hf := ihf (start + e.size) (fun i => lt_of_lt_of_le (hw i) (by omega))
have hp : Ordered start (e.gates wire start ++ f.gates wire (start + e.size)) :=
(ihe start hw).append (by simpa only [gates_length] using hf)
apply hp.append
simp only [List.length_append, gates_length]
apply ordered_singleton
exact ⟨lt_of_lt_of_le (e.root_lt start) (by omega), by
simpa only [Nat.add_assoc] using f.root_lt (start + e.size)⟩
private theorem consistent_singleton (start : Nat) (g : Gate) (A : Nat → Bool)
(h : Consistent start [g] A) : A start = g.eval A := by
exact ((consistent_cons start g [] A).mp h).1
theorem eval_of_consistent (e : Expr ι) (wire : ι → Nat) (start : Nat)
(A : Nat → Bool) (h : Consistent start (e.gates wire start) A) :
A (e.root start) = e.eval (fun i => A (wire i)) := by
induction e generalizing start with
| input i =>
simpa [gates, root, size, Gate.eval, eval] using
consistent_singleton start (.or (wire i) (wire i)) A h
| const b =>
simpa [gates, root, size, Gate.eval, eval] using
consistent_singleton start (.const b) A h
| not e ih =>
obtain ⟨he, hg⟩ := (consistent_append start _ _ A).mp h
simp only [gates_length] at hg
have hg' := consistent_singleton _ _ _ hg
simpa only [root_not, Gate.eval, eval, ih start he] using hg'
| and e f ihe ihf =>
obtain ⟨hef, hg⟩ := (consistent_append start _ _ A).mp h
obtain ⟨he, hf⟩ := (consistent_append start _ _ A).mp hef
simp only [gates_length] at hf
simp only [List.length_append, gates_length] at hg
have hg' := consistent_singleton _ _ _ hg
have he' := ihe start he
have hf' := ihf (start + e.size) hf
simpa only [root_and, Gate.eval, eval,
he', hf'] using hg'
| or e f ihe ihf =>
obtain ⟨hef, hg⟩ := (consistent_append start _ _ A).mp h
obtain ⟨he, hf⟩ := (consistent_append start _ _ A).mp hef
simp only [gates_length] at hf
simp only [List.length_append, gates_length] at hg
have hg' := consistent_singleton _ _ _ hg
have he' := ihe start he
have hf' := ihf (start + e.size) hf
simpa only [root_or, Gate.eval, eval,
he', hf'] using hg'
def circuit {n : Nat} (wire : ι → Fin n) (e : Expr ι) : Circuit where
inputs := n
gates := e.gates (fun i => (wire i).val) n
ordered := e.gates_ordered _ _ (fun i => (wire i).isLt)
output := ⟨e.root n, by simpa only [gates_length] using e.root_lt n⟩
theorem circuit_eval {n : Nat} (wire : ι → Fin n) (e : Expr ι) (input : Fin n → Bool) :
(e.circuit wire).eval input = e.eval (fun i => input (wire i)) := by
have h := e.eval_of_consistent (fun i => (wire i).val) n
((e.circuit wire).evalWires input) ((e.circuit wire).evalWires_consistent input)
change (e.circuit wire).eval input = _ at h
rw [h]
apply eval_congr
intro i
exact (e.circuit wire).evalWires_input input (wire i)
def mux (condition yes no : Expr ι) : Expr ι :=
.or (.and condition yes) (.and (.not condition) no)
@[simp] theorem eval_mux (input : ι → Bool) (c x y : Expr ι) :
(mux c x y).eval input = if c.eval input then x.eval input else y.eval input := by
cases hc : c.eval input <;> simp [mux, eval, hc]
def disjoin : List (Expr ι) → Expr ι
| [] => .const false
| e :: rest => .or e (disjoin rest)
theorem eval_disjoin_true (input : ι → Bool) (es : List (Expr ι)) :
(disjoin es).eval input = true ↔ ∃ e ∈ es, e.eval input = true := by
induction es with
| nil => simp [disjoin, eval]
| cons e es ih => simp [disjoin, eval, ih]
theorem size_disjoin_le (es : List (Expr ι)) (C : Nat)
(h : ∀ e ∈ es, e.size ≤ C) : (disjoin es).size ≤ es.length * (C + 1) + 1 := by
induction es generalizing C with
| nil => simp [disjoin, size]
| cons e es ih =>
have he := h e (by simp)
have ht := ih C (fun f hf => h f (by simp [hf]))
simp only [disjoin, size, List.length_cons, Nat.succ_mul]
omega
end Expr
private theorem bool_ext {a b : Bool} (h : a = true ↔ b = true) : a = b := by
cases a <;> cases b <;> simp_all
noncomputable def table {ι A B : Type*} [Fintype A] [DecidableEq B]
(f : A → B) (x : A → Expr ι) (b : B) : Expr ι :=
Expr.disjoin (Finset.univ.toList.map (fun a => .and (x a) (.const (decide (f a = b)))))
theorem eval_table {ι A B : Type*} [Fintype A] [DecidableEq A] [DecidableEq B]
(input : ι → Bool) (f : A → B) (x : A → Expr ι) (a : A)
(hx : ∀ z, (x z).eval input = decide (a = z)) (b : B) :
(table f x b).eval input = decide (f a = b) := by
apply bool_ext
simp only [table, Expr.eval_disjoin_true, List.mem_map]
constructor
· rintro ⟨_, ⟨z, _, rfl⟩, hz⟩
simp only [Expr.eval, hx, Bool.and_eq_true, decide_eq_true_eq] at hz
rcases hz with ⟨rfl, hz⟩
exact decide_eq_true hz
· intro h
refine ⟨.and (x a) (.const (decide (f a = b))), ?_, ?_⟩
· exact ⟨a, by simp, rfl⟩
· simp [Expr.eval, hx, h]
noncomputable def table₂ {ι A B C : Type*} [Fintype A] [Fintype B] [DecidableEq C]
(f : A → B → C) (x : A → Expr ι) (y : B → Expr ι) (c : C) : Expr ι :=
table (fun p : A × B => f p.1 p.2) (fun p => .and (x p.1) (y p.2)) c
theorem eval_table₂ {ι A B C : Type*} [Fintype A] [Fintype B]
[DecidableEq A] [DecidableEq B] [DecidableEq C]
(input : ι → Bool) (f : A → B → C) (x : A → Expr ι) (y : B → Expr ι)
(a : A) (b : B) (hx : ∀ z, (x z).eval input = decide (a = z))
(hy : ∀ z, (y z).eval input = decide (b = z)) (c : C) :
(table₂ f x y c).eval input = decide (f a b = c) := by
apply eval_table input _ _ (a, b)
rintro ⟨za, zb⟩
simp [Expr.eval, hx, hy, Prod.mk.injEq]
theorem size_table_le {ι A B : Type*} [Fintype A] [DecidableEq B]
(f : A → B) (x : A → Expr ι) (b : B) (C : Nat) (h : ∀ a, (x a).size ≤ C) :
(table f x b).size ≤ Fintype.card A * (C + 3) + 1 := by
unfold table
have hb : ∀ e ∈ Finset.univ.toList.map (fun a => Expr.and (x a)
(.const (decide (f a = b)))), e.size ≤ C + 2 := by
intro e he
obtain ⟨a, _, rfl⟩ := List.mem_map.mp he
simpa only [Expr.size, Nat.add_assoc] using Nat.add_le_add_right (h a) 2
simpa [Nat.add_assoc] using Expr.size_disjoin_le _ (C + 2) hb
theorem size_table₂_le {ι A B D : Type*} [Fintype A] [Fintype B] [DecidableEq D]
(f : A → B → D) (x : A → Expr ι) (y : B → Expr ι) (d : D) (C : Nat)
(hx : ∀ a, (x a).size ≤ C) (hy : ∀ b, (y b).size ≤ C) :
(table₂ f x y d).size ≤ (Fintype.card A * Fintype.card B) * (2 * C + 4) + 1 := by
have h := size_table_le (fun p : A × B => f p.1 p.2)
(fun p => Expr.and (x p.1) (y p.2)) d (2 * C + 1) (fun p => by
have := hx p.1
have := hy p.2
simp only [Expr.size]
omega)
simpa only [table₂, Fintype.card_prod, Nat.add_assoc] using h
section Statements
variable {K : Type} {Γ : K → Type} {Λ σ ι : Type}
variable [DecidableEq K] [Fintype σ] [DecidableEq σ]
variable [∀ k, Fintype (Γ k)] [∀ k, DecidableEq (Γ k)] [DecidableEq Λ]
structure DataBits (ι : Type) (Γ : K → Type) (σ : Type) (S : Nat) where
state : σ → Expr ι
cells : ∀ k, Fin S → Option (Γ k) → Expr ι
structure ResultBits (ι : Type) (Γ : K → Type) (Λ σ : Type) (S : Nat)
extends DataBits ι Γ σ S where
label : Option Λ → Expr ι
def DataBits.Realizes {S : Nat} (bits : DataBits ι Γ σ S) (input : ι → Bool)
(state : σ) (tapes : ∀ k, List (Γ k)) : Prop :=
(∀ v, (bits.state v).eval input = decide (state = v)) ∧
∀ k i a, (bits.cells k i a).eval input = decide (encode S (tapes k) i = a)
def ResultBits.Realizes {S : Nat} (bits : ResultBits ι Γ Λ σ S) (input : ι → Bool)
(cfg : TM2.Cfg Γ Λ σ) : Prop :=
bits.toDataBits.Realizes input cfg.var cfg.stk ∧
∀ label, (bits.label label).eval input = decide (cfg.l = label)
def readBits {A : Type} [DecidableEq A] {S : Nat}
(cells : Fin S → Option A → Expr ι) (n : Nat) (a : Option A) : Expr ι :=
if h : n < S then cells ⟨n, h⟩ a else .const (decide ((none : Option A) = a))
theorem eval_readBits {A : Type} [DecidableEq A] {S : Nat}
(input : ι → Bool) (bits : Fin S → Option A → Expr ι) (xs : List A)
(hlen : xs.length ≤ S)
(hbits : ∀ i a, (bits i a).eval input = decide (encode S xs i = a))
(n : Nat) (a : Option A) :
(readBits bits n a).eval input = decide (xs[n]? = a) := by
by_cases hn : n < S
· simp only [readBits, dite_eq_left hn]
exact hbits ⟨n, hn⟩ a
· have hx : xs[n]? = none := List.getElem?_eq_none (by omega)
simp only [readBits, dite_eq_right hn, Expr.eval, hx]
noncomputable def pushBits {S : Nat} (bits : DataBits ι Γ σ S) (k : K)
(f : σ → Γ k) : DataBits ι Γ σ S where
state := bits.state
cells := Function.update bits.cells k (fun i a =>
if h : i.val = 0 then table (fun v => some (f v)) bits.state a
else bits.cells k ⟨i.val - 1, by omega⟩ a)
noncomputable def peekBits {S : Nat} (bits : DataBits ι Γ σ S) (k : K)
(f : σ → Option (Γ k) → σ) : DataBits ι Γ σ S where
state := table₂ f bits.state (readBits (bits.cells k) 0)
cells := bits.cells
noncomputable def popBits {S : Nat} (bits : DataBits ι Γ σ S) (k : K)
(f : σ → Option (Γ k) → σ) : DataBits ι Γ σ S where
state := table₂ f bits.state (readBits (bits.cells k) 0)
cells := Function.update bits.cells k (fun i a => readBits (bits.cells k) (i.val + 1) a)
noncomputable def loadBits {S : Nat} (bits : DataBits ι Γ σ S)
(f : σ → σ) : DataBits ι Γ σ S where
state := table f bits.state
cells := bits.cells
def muxResult {S : Nat} (condition : Expr ι) (yes no : ResultBits ι Γ Λ σ S) :
ResultBits ι Γ Λ σ S where
state := fun v => .mux condition (yes.state v) (no.state v)
cells := fun k i a => .mux condition (yes.cells k i a) (no.cells k i a)
label := fun l => .mux condition (yes.label l) (no.label l)
omit [∀ stack, Fintype (Γ stack)] in
theorem realizes_pushBits {S : Nat} (bits : DataBits ι Γ σ S) (input : ι → Bool)
(v : σ) (tapes : ∀ k, List (Γ k)) (h : bits.Realizes input v tapes)
(k : K) (f : σ → Γ k) :
(pushBits bits k f).Realizes input v (Function.update tapes k (f v :: tapes k)) := by
refine ⟨h.1, ?_⟩
intro j i a
by_cases hj : j = k
· subst j
simp only [pushBits, Function.update_self]
by_cases hi : i.val = 0
· rw [dite_eq_left hi, eval_table input _ _ v h.1]
simp [encode, hi]
· rw [dite_eq_right hi, h.2]
apply bool_ext
simp [encode, List.getElem?_cons, hi]
exact ⟨of_decide_eq_true, decide_eq_true⟩
· simpa only [pushBits, Function.update_of_ne hj] using h.2 j i a
omit [DecidableEq K] in
theorem realizes_peekBits {S : Nat} (bits : DataBits ι Γ σ S) (input : ι → Bool)
(v : σ) (tapes : ∀ k, List (Γ k)) (h : bits.Realizes input v tapes)
(k : K) (f : σ → Option (Γ k) → σ) (hlen : (tapes k).length ≤ S) :
(peekBits bits k f).Realizes input (f v (tapes k).head?) tapes := by
refine ⟨?_, h.2⟩
intro w
apply eval_table₂ input _ _ _ v (tapes k).head? h.1
intro a
simpa [List.head?_eq_getElem?] using
eval_readBits input (bits.cells k) (tapes k) hlen (h.2 k) 0 a
theorem realizes_popBits {S : Nat} (bits : DataBits ι Γ σ S) (input : ι → Bool)
(v : σ) (tapes : ∀ k, List (Γ k)) (h : bits.Realizes input v tapes)
(k : K) (f : σ → Option (Γ k) → σ) (hlen : (tapes k).length ≤ S) :
(popBits bits k f).Realizes input (f v (tapes k).head?)
(Function.update tapes k (tapes k).tail) := by
refine ⟨(realizes_peekBits bits input v tapes h k f hlen).1, ?_⟩
intro j i a
by_cases hj : j = k
· subst j
simp only [popBits, Function.update_self]
rw [eval_readBits input (bits.cells k) (tapes k) hlen (h.2 k)]
simp [encode, List.getElem?_tail]
· simpa only [popBits, Function.update_of_ne hj] using h.2 j i a
omit [DecidableEq K] [∀ stack, Fintype (Γ stack)] in
theorem realizes_loadBits {S : Nat} (bits : DataBits ι Γ σ S) (input : ι → Bool)
(v : σ) (tapes : ∀ k, List (Γ k)) (h : bits.Realizes input v tapes)
(f : σ → σ) : (loadBits bits f).Realizes input (f v) tapes := by
exact ⟨fun w => eval_table input f bits.state v h.1 w, h.2⟩
omit [DecidableEq K] [Fintype σ] [∀ stack, Fintype (Γ stack)] in
theorem realizes_muxResult {S : Nat} (input : ι → Bool) (condition : Expr ι)
(yes no : ResultBits ι Γ Λ σ S) (decision : Bool) (hc : condition.eval input = decision)
(yesCfg noCfg : TM2.Cfg Γ Λ σ)
(hy : decision = true → yes.Realizes input yesCfg)
(hn : decision = false → no.Realizes input noCfg) :
(muxResult condition yes no).Realizes input (if decision then yesCfg else noCfg) := by
cases decision with
| false =>
rcases hn rfl with ⟨⟨hv, hs⟩, hl⟩
refine ⟨⟨?_, ?_⟩, ?_⟩
· intro v; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hv v
· intro k i a; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hs k i a
· intro l; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hl l
| true =>
rcases hy rfl with ⟨⟨hv, hs⟩, hl⟩
refine ⟨⟨?_, ?_⟩, ?_⟩
· intro v; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hv v
· intro k i a; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hs k i a
· intro l; simpa only [muxResult, Expr.eval_mux, hc, Bool.false_eq_true, ite_false, ite_true] using hl l
noncomputable def compileAux {S : Nat} :
TM2.Stmt Γ Λ σ → DataBits ι Γ σ S → ResultBits ι Γ Λ σ S
| .push k f next, bits => compileAux next (pushBits bits k f)
| .peek k f next, bits => compileAux next (peekBits bits k f)
| .pop k f next, bits => compileAux next (popBits bits k f)
| .load f next, bits => compileAux next (loadBits bits f)
| .branch guard yes no, bits =>
muxResult (table guard bits.state true) (compileAux yes bits) (compileAux no bits)
| .goto label, bits =>
{ toDataBits := bits, label := table (fun v => some (label v)) bits.state }
| .halt, bits =>
{ toDataBits := bits, label := fun l => .const (decide ((none : Option Λ) = l)) }
theorem compileAux_correct {S : Nat} (stmt : TM2.Stmt Γ Λ σ)
(bits : DataBits ι Γ σ S) (input : ι → Bool) (v : σ) (tapes : ∀ k, List (Γ k))
(safe : StatementSafe S stmt v tapes) (h : bits.Realizes input v tapes) :
(compileAux stmt bits).Realizes input (TM2.stepAux stmt v tapes) := by
induction stmt generalizing bits v tapes with
| push k f next ih =>
exact ih _ _ _ safe.2.2 (realizes_pushBits bits input v tapes h k f)
| peek k f next ih =>
exact ih _ _ _ safe.2 (realizes_peekBits bits input v tapes h k f (safe.1 k))
| pop k f next ih =>
exact ih _ _ _ safe.2 (realizes_popBits bits input v tapes h k f (safe.1 k))
| load f next ih =>
exact ih _ _ _ safe.2 (realizes_loadBits bits input v tapes h f)
| branch guard yes no ihy ihn =>
have hc : (table guard bits.state true).eval input = guard v := by
rw [eval_table input guard bits.state v h.1]
cases guard v <;> rfl
have hy : guard v = true → (compileAux yes bits).Realizes input (TM2.stepAux yes v tapes) := by
intro hg
apply ihy bits v tapes _ h
simpa [StatementSafe, hg] using safe.2
have hn : guard v = false → (compileAux no bits).Realizes input (TM2.stepAux no v tapes) := by
intro hg
apply ihn bits v tapes _ h
simpa [StatementSafe, hg] using safe.2
have hm := realizes_muxResult input _ _ _ (guard v) hc _ _ hy hn
cases hg : guard v <;> simpa [compileAux, TM2.stepAux, hg] using hm
| goto label =>
exact ⟨h, fun l => eval_table input _ bits.state v h.1 l⟩
| halt => exact ⟨h, fun _ => rfl⟩
end Statements
section Encoding
variable {K : Type} {Γ : K → Type} {Λ σ : Type}
variable [DecidableEq K] [Fintype σ] [DecidableEq σ]
variable [∀ k, Fintype (Γ k)] [∀ k, DecidableEq (Γ k)] [DecidableEq Λ]
abbrev InputBit (Γ : K → Type) (σ : Type) (S : Nat) :=
σ ⊕ (Σ k, Fin S × Option (Γ k))
abbrev ConfigBit (Γ : K → Type) (Λ σ : Type) (S : Nat) :=
Option Λ ⊕ InputBit Γ σ S
def inputBits (S : Nat) : DataBits (InputBit Γ σ S) Γ σ S where
state := fun v => .input (.inl v)
cells := fun k i a => .input (.inr ⟨k, i, a⟩)
def inputEncoding (S : Nat) (v : σ) (tapes : ∀ k, List (Γ k)) : InputBit Γ σ S → Bool
| .inl w => decide (v = w)
| .inr ⟨k, i, a⟩ => decide (encode S (tapes k) i = a)
def configEncoding (S : Nat) (cfg : TM2.Cfg Γ Λ σ) : ConfigBit Γ Λ σ S → Bool
| .inl label => decide (cfg.l = label)
| .inr i => inputEncoding S cfg.var cfg.stk i
def resultExpr {ι : Type} {S : Nat} (bits : ResultBits ι Γ Λ σ S) :
ConfigBit Γ Λ σ S → Expr ι
| .inl label => bits.label label
| .inr (.inl v) => bits.state v
| .inr (.inr ⟨k, i, a⟩) => bits.cells k i a
omit [DecidableEq K] [Fintype σ] [∀ stack, Fintype (Γ stack)] in
theorem inputBits_realizes (S : Nat) (v : σ) (tapes : ∀ k, List (Γ k)) :
(inputBits S).Realizes (inputEncoding S v tapes) v tapes := by
exact ⟨fun _ => rfl, fun _ _ _ => rfl⟩
omit [DecidableEq K] [Fintype σ] [∀ stack, Fintype (Γ stack)] in
theorem resultExpr_eval {ι : Type} {S : Nat} (bits : ResultBits ι Γ Λ σ S)
(input : ι → Bool) (cfg : TM2.Cfg Γ Λ σ) (h : bits.Realizes input cfg)
(bit : ConfigBit Γ Λ σ S) :
(resultExpr bits bit).eval input = configEncoding S cfg bit := by
rcases bit with label | (v | ⟨k, i, a⟩)
· exact h.2 label
· exact h.1.1 v
· exact h.1.2 k i a
noncomputable def transitionExpr (S : Nat) (stmt : TM2.Stmt Γ Λ σ) :
ConfigBit Γ Λ σ S → Expr (InputBit Γ σ S) :=
resultExpr (compileAux stmt (inputBits S))
theorem transitionExpr_eval (S : Nat) (stmt : TM2.Stmt Γ Λ σ)
(v : σ) (tapes : ∀ k, List (Γ k)) (safe : StatementSafe S stmt v tapes)
(bit : ConfigBit Γ Λ σ S) :
(transitionExpr S stmt bit).eval (inputEncoding S v tapes) =
configEncoding S (TM2.stepAux stmt v tapes) bit :=
resultExpr_eval _ _ _ (compileAux_correct stmt _ _ v tapes safe
(inputBits_realizes S v tapes)) bit
noncomputable def outputCircuit [Fintype K] (S : Nat) (stmt : TM2.Stmt Γ Λ σ)
(bit : ConfigBit Γ Λ σ S) : Circuit :=
(transitionExpr S stmt bit).circuit (Fintype.equivFin (InputBit Γ σ S))
theorem outputCircuit_eval [Fintype K] (S : Nat) (stmt : TM2.Stmt Γ Λ σ)
(v : σ) (tapes : ∀ k, List (Γ k)) (safe : StatementSafe S stmt v tapes)
(bit : ConfigBit Γ Λ σ S) :
(outputCircuit S stmt bit).eval (fun i => inputEncoding S v tapes
((Fintype.equivFin (InputBit Γ σ S)).symm i)) =
configEncoding S (TM2.stepAux stmt v tapes) bit := by
have he := Expr.circuit_eval (Fintype.equivFin (InputBit Γ σ S))
(transitionExpr S stmt bit)
(fun (i : Fin (Fintype.card (InputBit Γ σ S))) => inputEncoding S v tapes
((Fintype.equivFin (InputBit Γ σ S)).symm i))
apply he.trans
simpa only [Equiv.symm_apply_apply] using transitionExpr_eval S stmt v tapes safe bit
end Encoding
variable {K : Type} {Γ : K → Type} {Λ σ ι : Type}
variable [DecidableEq K] [Fintype σ] [DecidableEq σ]
variable [∀ k, Fintype (Γ k)] [∀ k, DecidableEq (Γ k)] [DecidableEq Λ]
def DataBits.Bounded {S : Nat} (bits : DataBits ι Γ σ S) (C : Nat) : Prop :=
(∀ v, (bits.state v).size ≤ C) ∧ ∀ k i a, (bits.cells k i a).size ≤ C
def ResultBits.Bounded {S : Nat} (bits : ResultBits ι Γ Λ σ S) (C : Nat) : Prop :=
bits.toDataBits.Bounded C ∧ ∀ l, (bits.label l).size ≤ C
theorem size_readBits_le {A : Type} [DecidableEq A] {S : Nat}
(bits : Fin S → Option A → Expr ι) (C : Nat) (hC : 1 ≤ C)
(h : ∀ i a, (bits i a).size ≤ C) (n : Nat) (a : Option A) :
(readBits bits n a).size ≤ C := by
unfold readBits
split
· exact h _ _
· exact hC
noncomputable def unaryCost (σ : Type) [Fintype σ] (C : Nat) : Nat :=
Fintype.card σ * (C + 3) + 1
noncomputable def headCost (σ A : Type) [Fintype σ] [Fintype A] (C : Nat) : Nat :=
(Fintype.card σ * Fintype.card (Option A)) * (2 * C + 4) + 1
noncomputable def statementCost : TM2.Stmt Γ Λ σ → Nat → Nat
| .push _ _ next, C => statementCost next (max C (unaryCost σ C))
| .peek k _ next, C => statementCost next (max C (headCost σ (Γ k) C))
| .pop k _ next, C => statementCost next (max C (headCost σ (Γ k) C))
| .load _ next, C => statementCost next (max C (unaryCost σ C))
| .branch _ yes no, C =>
2 * unaryCost σ C + statementCost yes C + statementCost no C + 4
| .goto _, C => max C (unaryCost σ C)
| .halt, C => max C 1
omit [DecidableEq σ] [∀ stack, Fintype (Γ stack)] in
theorem pushBits_bounded {S : Nat} (bits : DataBits ι Γ σ S) (C : Nat)
(h : bits.Bounded C) (k : K) (f : σ → Γ k) :
(pushBits bits k f).Bounded (max C (unaryCost σ C)) := by
refine ⟨fun v => (h.1 v).trans (Nat.le_max_left _ _), ?_⟩
intro j i a
by_cases hj : j = k
· subst j
simp only [pushBits, Function.update_self]
split
· exact (size_table_le _ _ _ C h.1).trans (Nat.le_max_right _ _)
· exact (h.2 _ _ _).trans (Nat.le_max_left _ _)
· simpa only [pushBits, Function.update_of_ne hj] using
(h.2 j i a).trans (Nat.le_max_left C (unaryCost σ C))
omit [DecidableEq K] in
theorem peekBits_bounded {S : Nat} (bits : DataBits ι Γ σ S) (C : Nat) (hC : 1 ≤ C)
(h : bits.Bounded C) (k : K) (f : σ → Option (Γ k) → σ) :
(peekBits bits k f).Bounded (max C (headCost σ (Γ k) C)) := by
refine ⟨?_, fun j i a => (h.2 j i a).trans (Nat.le_max_left _ _)⟩
intro v
exact (size_table₂_le _ _ _ v C h.1
(fun a => size_readBits_le _ C hC (h.2 k) 0 a)).trans (Nat.le_max_right _ _)
theorem popBits_bounded {S : Nat} (bits : DataBits ι Γ σ S) (C : Nat) (hC : 1 ≤ C)
(h : bits.Bounded C) (k : K) (f : σ → Option (Γ k) → σ) :
(popBits bits k f).Bounded (max C (headCost σ (Γ k) C)) := by
refine ⟨(peekBits_bounded bits C hC h k f).1, ?_⟩
intro j i a
by_cases hj : j = k
· subst j
simpa only [popBits, Function.update_self] using
(size_readBits_le _ C hC (h.2 k) (i.val + 1) a).trans
(Nat.le_max_left C (headCost σ (Γ k) C))
· simpa only [popBits, Function.update_of_ne hj] using
(h.2 j i a).trans (Nat.le_max_left C (headCost σ (Γ k) C))
omit [DecidableEq K] [∀ stack, Fintype (Γ stack)] [∀ stack, DecidableEq (Γ stack)] in
theorem loadBits_bounded {S : Nat} (bits : DataBits ι Γ σ S) (C : Nat)
(h : bits.Bounded C) (f : σ → σ) :
(loadBits bits f).Bounded (max C (unaryCost σ C)) := by
exact ⟨fun v => (size_table_le f bits.state v C h.1).trans (Nat.le_max_right _ _),
fun k i a => (h.2 k i a).trans (Nat.le_max_left _ _)⟩
omit [DecidableEq K] [Fintype σ] [DecidableEq σ] [∀ stack, Fintype (Γ stack)]
[∀ stack, DecidableEq (Γ stack)] [DecidableEq Λ] in
theorem muxResult_bounded {S : Nat} (condition : Expr ι) (yes no : ResultBits ι Γ Λ σ S)
(G Y N : Nat) (hc : condition.size ≤ G) (hy : yes.Bounded Y) (hn : no.Bounded N) :
(muxResult condition yes no).Bounded (2 * G + Y + N + 4) := by
have hm (x y : Expr ι) (hx : x.size ≤ Y) (hy : y.size ≤ N) :
(Expr.mux condition x y).size ≤ 2 * G + Y + N + 4 := by
simp only [Expr.mux, Expr.size]
omega
exact ⟨⟨fun v => hm _ _ (hy.1.1 v) (hn.1.1 v),
fun k i a => hm _ _ (hy.1.2 k i a) (hn.1.2 k i a)⟩,
fun l => hm _ _ (hy.2 l) (hn.2 l)⟩
theorem compileAux_bounded {S : Nat} (stmt : TM2.Stmt Γ Λ σ)
(bits : DataBits ι Γ σ S) (C : Nat) (hC : 1 ≤ C) (h : bits.Bounded C) :
(compileAux stmt bits).Bounded (statementCost stmt C) := by
induction stmt generalizing bits C with
| push k f next ih =>
exact ih _ _ (hC.trans (Nat.le_max_left _ _)) (pushBits_bounded bits C h k f)
| peek k f next ih =>
exact ih _ _ (hC.trans (Nat.le_max_left _ _)) (peekBits_bounded bits C hC h k f)
| pop k f next ih =>
exact ih _ _ (hC.trans (Nat.le_max_left _ _)) (popBits_bounded bits C hC h k f)
| load f next ih =>
exact ih _ _ (hC.trans (Nat.le_max_left _ _)) (loadBits_bounded bits C h f)
| branch guard yes no ihy ihn =>
exact muxResult_bounded _ _ _ _ _ _ (size_table_le guard bits.state true C h.1)
(ihy bits C hC h) (ihn bits C hC h)
| goto label =>
exact ⟨⟨fun v => (h.1 v).trans (Nat.le_max_left _ _),
fun k i a => (h.2 k i a).trans (Nat.le_max_left _ _)⟩,
fun l => (size_table_le _ _ l C h.1).trans (Nat.le_max_right _ _)⟩
| halt =>
exact ⟨⟨fun v => (h.1 v).trans (Nat.le_max_left _ _),
fun k i a => (h.2 k i a).trans (Nat.le_max_left _ _)⟩,
fun _ => Nat.le_max_right _ _⟩
theorem transitionExpr_size_le (S : Nat) (stmt : TM2.Stmt Γ Λ σ)
(bit : ConfigBit Γ Λ σ S) :
(transitionExpr S stmt bit).size ≤ statementCost stmt 1 := by
have h := compileAux_bounded stmt (inputBits S) 1 (by decide)
⟨fun _ => Nat.le_refl _, fun _ _ _ => Nat.le_refl _⟩
rcases bit with label | (v | ⟨k, i, a⟩)
· exact h.2 label
· exact h.1.1 v
· exact h.1.2 k i a
theorem outputCircuit_gates_le [Fintype K] (S : Nat) (stmt : TM2.Stmt Γ Λ σ)
(bit : ConfigBit Γ Λ σ S) :
(outputCircuit S stmt bit).gates.length ≤ statementCost stmt 1 := by
simpa only [outputCircuit, Expr.circuit, Expr.gates_length] using
transitionExpr_size_le S stmt bit
end BinPackingGames.Foundations.Complexity.CookLevin.StatementCircuit
namespace BinPackingGames.Foundations.Complexity.CookLevin.ConfigIndex
open StatementCircuit
variable {K : Type} (Γ : K → Type) (Λ σ : Type)
abbrev SymbolBit := Σ k, Option (Γ k)
structure Indexing where
labelCount : Nat
stateCount : Nat
symbolCount : Nat
labels : Option Λ ≃ Fin labelCount
states : σ ≃ Fin stateCount
symbols : SymbolBit Γ ≃ Fin symbolCount
variable {Γ Λ σ}
def Indexing.width (indexing : Indexing Γ Λ σ) (S : Nat) : Nat :=
indexing.labelCount + indexing.stateCount + S * indexing.symbolCount
def cellReorder (S : Nat) : (Σ k, Fin S × Option (Γ k)) ≃ (Fin S × SymbolBit Γ) where
toFun cell := (cell.2.1, ⟨cell.1, cell.2.2⟩)
invFun cell := ⟨cell.2.1, cell.1, cell.2.2⟩
left_inv cell := by rcases cell with ⟨k, i, a⟩; rfl
right_inv cell := by rcases cell with ⟨i, k, a⟩; rfl
def Indexing.configIndexEquiv (indexing : Indexing Γ Λ σ) (S : Nat) :
ConfigBit Γ Λ σ S ≃ Fin (indexing.width S) :=
(Equiv.sumCongr indexing.labels
(Equiv.sumCongr indexing.states
((cellReorder S).trans
((Equiv.prodCongr (Equiv.refl (Fin S)) indexing.symbols).trans finProdFinEquiv)))).trans
((Equiv.sumAssoc (Fin indexing.labelCount) (Fin indexing.stateCount)
(Fin (S * indexing.symbolCount))).symm.trans
((Equiv.sumCongr finSumFinEquiv (Equiv.refl (Fin (S * indexing.symbolCount)))).trans
finSumFinEquiv))
@[simp] theorem Indexing.configIndex_label (indexing : Indexing Γ Λ σ)
(S : Nat) (label : Option Λ) :
(indexing.configIndexEquiv S (.inl label)).val = (indexing.labels label).val := by
rfl
@[simp] theorem Indexing.configIndex_state (indexing : Indexing Γ Λ σ)
(S : Nat) (state : σ) :
(indexing.configIndexEquiv S (.inr (.inl state))).val =
indexing.labelCount + (indexing.states state).val := by
rfl
@[simp] theorem Indexing.configIndex_cell (indexing : Indexing Γ Λ σ)
(S : Nat) (k : K) (i : Fin S) (symbol : Option (Γ k)) :
(indexing.configIndexEquiv S (.inr (.inr ⟨k, i, symbol⟩))).val =
indexing.labelCount + indexing.stateCount + i.val * indexing.symbolCount +
(indexing.symbols ⟨k, symbol⟩).val := by
change indexing.labelCount + indexing.stateCount +
((indexing.symbols ⟨k, symbol⟩).val + indexing.symbolCount * i.val) = _
rw [Nat.mul_comm indexing.symbolCount i.val]
omega
noncomputable def ofMachine (machine : Turing.FinTM2)
[∀ k, Fintype (machine.Γ k)] : Indexing machine.Γ machine.Λ machine.σ := by
letI := machine.kFin
letI := machine.ΛFin
letI := machine.σFin
exact {
labelCount := Fintype.card (Option machine.Λ)
stateCount := Fintype.card machine.σ
symbolCount := Fintype.card (SymbolBit machine.Γ)
labels := Fintype.equivFin (Option machine.Λ)
states := Fintype.equivFin machine.σ
symbols := Fintype.equivFin (SymbolBit machine.Γ) }
end BinPackingGames.Foundations.Complexity.CookLevin.ConfigIndex
end OAI
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