openAI-math-dataset / lean /OAI /NumberTheory /SingleFold /PolynomialCompiler.lean
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Add lean source and binary files (part 116)
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import OAI.NumberTheory.SingleFold.Model
namespace OAI
namespace SingleFold.Compiler
@[simp] lemma elim_comp_map {α β γ δ ε : Type} (x : γ → ε) (w : δ → ε)
(f : α → γ) (g : β → δ) :
Sum.elim x w ∘ Sum.map f g = Sum.elim (x ∘ f) (w ∘ g) := by
funext i; cases i <;> rfl
@[simp] lemma elim_comp_assoc {α β γ δ : Type} (x : α → δ) (w : β ⊕ γ → δ) :
Sum.elim x w ∘ (Equiv.sumAssoc α β γ) =
Sum.elim (Sum.elim x (w ∘ Sum.inl)) (w ∘ Sum.inr) := by
funext i; rcases i with (i|i)|i <;> rfl
structure Representation {α : Type} (R : (α → ℕ) → Prop) where
vars : Type
finite : Finite vars
poly : Poly (α ⊕ vars)
sound : ∀ x w, poly (Sum.elim x w) = 0 → R x
complete : ∀ x, R x → ∃ w, poly (Sum.elim x w) = 0
unique : ∀ x w w', poly (Sum.elim x w) = 0 → poly (Sum.elim x w') = 0 → w = w'
attribute [instance] Representation.finite
def SF {α : Type} (R : (α → ℕ) → Prop) : Prop := Nonempty (Representation R)
namespace Representation
variable {α β γ : Type} {R S : (α → ℕ) → Prop}
noncomputable def congr (r : Representation R) (h : ∀ x, R x ↔ S x) : Representation S where
vars := r.vars
finite := r.finite
poly := r.poly
sound x w hw := (h x).mp (r.sound x w hw)
complete x hx := r.complete x ((h x).mpr hx)
unique := r.unique
noncomputable def atom (p : Poly α) : Representation (fun x => p x = 0) where
vars := Empty
finite := inferInstance
poly := p.map Sum.inl
sound _x _w hw := hw
complete _x hx := ⟨Empty.elim,hx⟩
unique _x _w _w' _ _ := funext fun i => Empty.elim i
noncomputable def reindex (r : Representation R) (f : α → β) :
Representation (fun x => R (x ∘ f)) where
vars := r.vars
finite := r.finite
poly := r.poly.map (Sum.map f id)
sound x w hw := r.sound (x ∘ f) w (by simpa using hw)
complete x hx := by simpa using r.complete (x ∘ f) hx
unique x w w' hw hw' := r.unique (x ∘ f) w w' (by simpa using hw) (by simpa using hw')
noncomputable def and (r : Representation R) (s : Representation S) :
Representation (fun x => R x ∧ S x) := by
let p : Poly (α ⊕ (r.vars ⊕ s.vars)) := r.poly.map (Sum.map id Sum.inl)
let q : Poly (α ⊕ (r.vars ⊕ s.vars)) := s.poly.map (Sum.map id Sum.inr)
have eval (x : α → ℕ) (w : r.vars ⊕ s.vars → ℕ) :
(p*p+q*q) (Sum.elim x w) = 0 ↔
r.poly (Sum.elim x (w ∘ Sum.inl)) = 0 ∧
s.poly (Sum.elim x (w ∘ Sum.inr)) = 0 := by
simp only [p,q,Poly.add_apply,Poly.mul_apply,Poly.map_apply,elim_comp_map,Function.comp_id]
constructor
· intro h
constructor <;> nlinarith only [sq_nonneg (r.poly (Sum.elim x (w ∘ Sum.inl))),
sq_nonneg (s.poly (Sum.elim x (w ∘ Sum.inr))),h]
· rintro ⟨hp,hq⟩
rw [hp,hq]; ring
refine ⟨r.vars ⊕ s.vars,inferInstance,p*p+q*q,?_,?_,?_⟩
· intro x w hw
obtain ⟨hp,hq⟩ := (eval x w).mp hw
exact ⟨r.sound _ _ hp,s.sound _ _ hq⟩
· rintro x ⟨hx,hy⟩
obtain ⟨w,hw⟩ := r.complete x hx
obtain ⟨v,hv⟩ := s.complete x hy
exact ⟨Sum.elim w v,(eval _ _).mpr ⟨hw,hv⟩⟩
· intro x w w' hw hw'
obtain ⟨hp,hq⟩ := (eval x w).mp hw
obtain ⟨hp',hq'⟩ := (eval x w').mp hw'
have hr := r.unique _ _ _ hp hp'
have hs := s.unique _ _ _ hq hq'
funext i
cases i with
| inl i => exact congrFun hr i
| inr i => exact congrFun hs i
noncomputable def ex {R : (α ⊕ β → ℕ) → Prop} [Finite β]
(r : Representation R)
(hu : ∀ x y y', R (Sum.elim x y) → R (Sum.elim x y') → y=y') :
Representation (fun x => ∃ y, R (Sum.elim x y)) := by
let p := r.poly.map (Equiv.sumAssoc α β r.vars)
have eval (x : α → ℕ) (w : β ⊕ r.vars → ℕ) :
p (Sum.elim x w) = r.poly (Sum.elim (Sum.elim x (w ∘ Sum.inl)) (w ∘ Sum.inr)) := by simp [p]
refine ⟨β ⊕ r.vars,inferInstance,p,?_,?_,?_⟩
· intro x w hw
exact ⟨w ∘ Sum.inl,r.sound _ _ ((eval _ _).symm.trans hw)⟩
· rintro x ⟨y,hy⟩
obtain ⟨w,hw⟩ := r.complete (Sum.elim x y) hy
exact ⟨Sum.elim y w,(eval _ _).trans hw⟩
· intro x w w' hw hw'
rw [eval] at hw hw'
have h := hu x (w ∘ Sum.inl) (w' ∘ Sum.inl) (r.sound _ _ hw) (r.sound _ _ hw')
have hh : w ∘ Sum.inr = w' ∘ Sum.inr := by
apply r.unique (Sum.elim x (w ∘ Sum.inl))
· exact hw
· rw [h]; exact hw'
funext i
cases i with
| inl i => exact congrFun h i
| inr i => exact congrFun hh i
noncomputable def zeros (β : Type) [Finite β] : Poly β := by
classical
let := Fintype.ofFinite β
exact Poly.sumsq (Finset.univ.toList.map Poly.proj)
lemma zeros_eq {β : Type} [Finite β] (w : β → ℕ) : zeros β w = 0 ↔ w=0 := by
classical
let := Fintype.ofFinite β
rw [zeros,Poly.sumsq_eq_zero,List.forall_map_iff]
simp only [List.forall_iff_forall_mem,Finset.mem_toList,Finset.mem_univ,
true_implies,Function.comp_apply,Poly.proj_apply,Int.natCast_eq_zero]
exact ⟨fun h => funext h,fun h i => congrFun h i⟩
noncomputable def or (r : Representation R) (s : Representation S)
(hd : ∀ x, ¬(R x ∧ S x)) : Representation (fun x => R x ∨ S x) := by
let V := Unit ⊕ (r.vars ⊕ s.vars)
let b : Poly (α ⊕ V) := Poly.proj (Sum.inr (Sum.inl ()))
let p : Poly (α ⊕ V) := r.poly.map (Sum.map id (Sum.inr ∘ Sum.inl))
let q : Poly (α ⊕ V) := s.poly.map (Sum.map id (Sum.inr ∘ Sum.inr))
let z : Poly (α ⊕ V) := (zeros r.vars).map (Sum.inr ∘ Sum.inr ∘ Sum.inl)
let z' : Poly (α ⊕ V) := (zeros s.vars).map (Sum.inr ∘ Sum.inr ∘ Sum.inr)
let L := [b*(b-1),b*p,(1-b)*q,(1-b)*z,b*z']
have eval (x : α → ℕ) (w : V → ℕ) :
Poly.sumsq L (Sum.elim x w)=0 ↔
(w (Sum.inl ())=1 ∧ r.poly (Sum.elim x (w ∘ Sum.inr ∘ Sum.inl))=0 ∧
w ∘ Sum.inr ∘ Sum.inr=0) ∨
(w (Sum.inl ())=0 ∧ s.poly (Sum.elim x (w ∘ Sum.inr ∘ Sum.inr))=0 ∧
w ∘ Sum.inr ∘ Sum.inl=0) := by
rw [Poly.sumsq_eq_zero]
simp only [L,List.Forall,Poly.mul_apply,Poly.sub_apply,
Poly.one_apply,p,q,z,z',b,Poly.proj_apply,Poly.map_apply,elim_comp_map,Function.comp_id]
constructor
· rintro ⟨h,hp,hq,hz,hz'⟩
rcases mul_eq_zero.mp h with h|h
· have hb : w (Sum.inl ())=0 := by exact_mod_cast h
right
refine ⟨hb,?_,?_⟩
· simpa [hb] using hq
· apply (zeros_eq _).mp
simpa [hb,Function.comp_def] using hz
· have hb : w (Sum.inl ())=1 := by exact_mod_cast (sub_eq_zero.mp h)
left
refine ⟨hb,?_,?_⟩
· simpa [hb] using hp
· apply (zeros_eq _).mp
simpa [hb,Function.comp_def] using hz'
· rintro (⟨hb,hp,hz⟩|⟨hb,hq,hz⟩)
· have hh := (zeros_eq _).mpr hz
simpa [hb,Function.comp_def] using And.intro hp hh
· have hh := (zeros_eq _).mpr hz
simpa [hb,Function.comp_def] using And.intro hq hh
refine ⟨V,inferInstance,Poly.sumsq L,?_,?_,?_⟩
· intro x w hw
rcases (eval _ _).mp hw with ⟨_,hp,_⟩|⟨_,hq,_⟩
· exact Or.inl (r.sound _ _ hp)
· exact Or.inr (s.sound _ _ hq)
· intro x hx
rcases hx with hx|hx
· obtain ⟨w,hw⟩ := r.complete x hx
exact ⟨Sum.elim (fun _ => 1) (Sum.elim w 0),(eval _ _).mpr (Or.inl ⟨rfl,hw,rfl⟩)⟩
· obtain ⟨w,hw⟩ := s.complete x hx
exact ⟨Sum.elim (fun _ => 0) (Sum.elim 0 w),(eval _ _).mpr (Or.inr ⟨rfl,hw,rfl⟩)⟩
· intro x w w' hw hw'
rcases (eval _ _).mp hw with ⟨hb,hp,hz⟩|⟨hb,hq,hz⟩ <;>
rcases (eval _ _).mp hw' with ⟨hb',hp',hz'⟩|⟨hb',hq',hz'⟩
· have hh := r.unique _ _ _ hp hp'
funext i
rcases i with ⟨⟩|(i|i)
· exact hb.trans hb'.symm
· exact congrFun hh i
· exact (congrFun hz i).trans (congrFun hz' i).symm
· exact False.elim (hd x ⟨r.sound _ _ hp,s.sound _ _ hq'⟩)
· exact False.elim (hd x ⟨r.sound _ _ hp',s.sound _ _ hq⟩)
· have hh := s.unique _ _ _ hq hq'
funext i
rcases i with ⟨⟩|(i|i)
· exact hb.trans hb'.symm
· exact (congrFun hz i).trans (congrFun hz' i).symm
· exact congrFun hh i
noncomputable def allFin : ∀ (n : ℕ) (R : Fin n → (α → ℕ) → Prop),
(∀ i, Representation (R i)) → Representation (fun x => ∀ i, R i x)
| 0, R, _ => (atom (Poly.const 0)).congr (by simp)
| n+1, R, r => ((r 0).and (allFin n (fun i => R i.succ) (fun i => r i.succ))).congr
(fun x => by rw [Fin.forall_fin_succ])
noncomputable def all [Finite β] (R : β → (α → ℕ) → Prop) (r : ∀ i, Representation (R i)) :
Representation (fun x => ∀ i, R i x) := by
let := Fintype.ofFinite β
let e := Fintype.equivFin β
exact (allFin _ (fun i => R (e.symm i)) (fun i => r (e.symm i))).congr
(fun _ => by
constructor
· intro h i; simpa using h (e i)
· intro h i; exact h (e.symm i))
noncomputable def eq (p q : Poly α) : Representation (fun x => p x=q x) :=
(atom (p-q)).congr (by intro x; simp only [Poly.sub_apply,sub_eq_zero])
noncomputable def le (p q : Poly α) : Representation (fun x => p x≤q x) := by
let a : Poly (α ⊕ Unit) := (p.map Sum.inl)+Poly.proj (Sum.inr ())
let b : Poly (α ⊕ Unit) := q.map Sum.inl
let r := eq a b
have hu : ∀ (x : α → ℕ) (y y' : Unit → ℕ),
a (Sum.elim x y) = b (Sum.elim x y) →
a (Sum.elim x y') = b (Sum.elim x y') → y=y' := by
intro x y y' h h'
change p x+(y ():ℤ)=q x at h
change p x+(y' ():ℤ)=q x at h'
have hh : y () = y' () := by omega
funext i
exact (congrArg y (Subsingleton.elim i ())).trans (hh.trans (congrArg y' (Subsingleton.elim () i)))
exact (r.ex hu).congr (by
intro x
change (∃ y : Unit → ℕ, p x+(y ():ℤ)=q x) ↔ _
constructor
· rintro ⟨y,hy⟩; omega
· intro h
exact ⟨fun _ => (q x-p x).toNat,by rw [Int.toNat_of_nonneg (by omega)]; omega⟩)
noncomputable def lt (p q : Poly α) : Representation (fun x => p x<q x) :=
(le (p+1) q).congr (by intro x; simp only [Poly.add_apply,Poly.one_apply]; omega)
end Representation
theorem poly_to_mv {α : Type} (p : Poly α) :
∃ q : MvPolynomial α ℤ, ∀ x, q.eval (fun i => (x i : ℤ)) = p x := by
induction p using Poly.induction with
| H1 i => exact ⟨MvPolynomial.X i,by simp⟩
| H2 n => exact ⟨MvPolynomial.C n,by simp⟩
| H3 f g hf hg =>
obtain ⟨p,hp⟩ := hf
obtain ⟨q,hq⟩ := hg
exact ⟨p-q,by intro x; simp [hp,hq]⟩
| H4 f g hf hg =>
obtain ⟨p,hp⟩ := hf
obtain ⟨q,hq⟩ := hg
exact ⟨p*q,by intro x; simp [hp,hq]⟩
theorem export_polynomial {α : Type} {R : (α → ℕ) → Prop} (r : Representation R) :
∃ m : ℕ, 1 ≤ m ∧ ∃ p : MvPolynomial (α ⊕ Fin m) ℤ,
(∀ x, R x ↔ ∃ w : Fin m → ℕ, p.eval (Sum.elim (fun i => (x i:ℤ)) (fun j => (w j:ℤ)))=0) ∧
(∀ (x : α → ℕ) (w w' : Fin m → ℕ), p.eval (Sum.elim (fun i => (x i:ℤ)) (fun j => (w j:ℤ)))=0 →
p.eval (Sum.elim (fun i => (x i:ℤ)) (fun j => (w' j:ℤ)))=0 → w=w') := by
classical
let p : Poly (α ⊕ (r.vars ⊕ Unit)) := r.poly.map (Sum.map id Sum.inl)
let q : Poly (α ⊕ (r.vars ⊕ Unit)) := Poly.proj (Sum.inr (Sum.inr ()))
let := Fintype.ofFinite (r.vars ⊕ Unit)
let e := Fintype.equivFin (r.vars ⊕ Unit)
let f := (p*p+q*q).map (Sum.map id e)
obtain ⟨P,hP⟩ := poly_to_mv f
have ev (x : α → ℕ) (w : Fin (Fintype.card (r.vars ⊕ Unit)) → ℕ) :
P.eval (Sum.elim (fun i => (x i:ℤ)) (fun j => (w j:ℤ)))=0 ↔
r.poly (Sum.elim x (fun i => w (e (Sum.inl i))))=0 ∧ w (e (Sum.inr ()))=0 := by
have he := hP (Sum.elim x w)
have hc : (fun i : α ⊕ Fin (Fintype.card (r.vars ⊕ Unit)) => ((Sum.elim x w) i:ℤ)) =
Sum.elim (fun i => (x i:ℤ)) (fun j => (w j:ℤ)) := by funext i; cases i <;> rfl
rw [hc] at he
rw [he]
simp only [f,p,q,Poly.map_apply,Poly.add_apply,Poly.mul_apply,Poly.proj_apply,elim_comp_map,Function.comp_id]
change r.poly (Sum.elim x (fun i => w (e (Sum.inl i)))) *
r.poly (Sum.elim x (fun i => w (e (Sum.inl i)))) +
(w (e (Sum.inr ())):ℤ) * (w (e (Sum.inr ())):ℤ)=0 ↔ _
constructor
· intro h
have h₁ : r.poly (Sum.elim x (fun i => w (e (Sum.inl i))))=0 := by nlinarith [sq_nonneg (w (e (Sum.inr ())):ℤ)]
exact ⟨h₁,by rw [h₁] at h; norm_num at h; exact h⟩
· rintro ⟨h₁,h₂⟩; simp [h₁,h₂]
refine ⟨Fintype.card (r.vars ⊕ Unit),by exact Fintype.card_pos, P,?_,?_⟩
· intro x
constructor
· intro hx
obtain ⟨w,hw⟩ := r.complete x hx
refine ⟨Sum.elim w (fun _ => 0) ∘ e.symm,(ev _ _).mpr ?_⟩
simpa using And.intro hw (show (0:ℕ)=0 from rfl)
· rintro ⟨w,hw⟩
exact r.sound _ _ ((ev _ _).mp hw).1
· intro x w w' hw hw'
obtain ⟨hr,hz⟩ := (ev _ _).mp hw
obtain ⟨hr',hz'⟩ := (ev _ _).mp hw'
have hh := r.unique _ _ _ hr hr'
funext i
obtain ⟨j,rfl⟩ := e.surjective i
rcases j with j|⟨⟩
· exact congrFun hh j
· exact hz.trans hz'.symm
end SingleFold.Compiler
end OAI