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import OAI.Computability.FourierCircuit.WordScheduling
namespace OAI
section
noncomputable section
namespace ExactFourier.PiTensor
variable {ι : Type} [Fintype ι] [DecidableEq ι]
{D : ι→Type} [∀ i,Fintype (D i)] [∀ i,DecidableEq (D i)]
def matrix (A : ∀ i,Matrix (D i) (D i) ℂ) : Matrix (∀ i,D i) (∀ i,D i) ℂ :=
fun x y=>∏ i,A i (x i) (y i)
@[simp] theorem one
{ι : Type} [Fintype ι] [DecidableEq ι] {D : ι → Type} [(i : ι) → Fintype (D i)] [(i : ι) → DecidableEq (D i)] : matrix (1 : ∀ i,Matrix (D i) (D i) ℂ)=1 := by
classical
ext x y
by_cases h : x=y
· subst y; simp [matrix]
· rw [Matrix.one_apply,ite_eq_right h]
obtain ⟨i,hi⟩ := Function.ne_iff.mp h
exact Finset.prod_eq_zero (Finset.mem_univ i) (by simp [hi])
theorem mul
{ι : Type} [Fintype ι] [DecidableEq ι] {D : ι → Type} [(i : ι) → Fintype (D i)] [(i : ι) → DecidableEq (D i)] (A B : ∀ i,Matrix (D i) (D i) ℂ) : matrix (A*B)=matrix A*matrix B := by
classical
ext x y
simp only [matrix,Pi.mul_apply,Matrix.mul_apply]
simp_rw [← Finset.prod_mul_distrib]
exact Fintype.prod_sum fun i j=>A i (x i) j*B i j (y i)
def hom : (∀ i,Matrix (D i) (D i) ℂ) →* Matrix (∀ i,D i) (∀ i,D i) ℂ where
toFun := matrix
map_one' := one
map_mul' := mul
theorem unit (A : ∀ i,Matrix (D i) (D i) ℂ) (hA : ∀ i,IsUnit (A i)) : IsUnit (matrix A) :=
by
choose U hU using hA
have he : A=fun i=>(U i : Matrix (D i) (D i) ℂ) := by funext i; exact (hU i).symm
rw [he]
exact (Units.isUnit (show (∀ i,Matrix (D i) (D i) ℂ)ˣ from
⟨fun i=>U i,fun i=>(U i)⁻¹,by ext i; simp,by ext i; simp⟩)).map hom
def axisCoordinates (i : ι) : (Σ _ : ∀ j : {j // j≠i},D j,D i) ≃ (∀ j,D j) :=
(Equiv.sigmaEquivProd _ _).trans ((Equiv.prodComm _ _).trans (Equiv.piSplitAt i D).symm)
@[simp] theorem axisCoordinates_symm
{ι : Type} [Fintype ι] [DecidableEq ι] {D : ι → Type} [(i : ι) → Fintype (D i)] [(i : ι) → DecidableEq (D i)] (i : ι) (x : ∀ j,D j) :
(axisCoordinates i).symm x=⟨fun j=>x j,x i⟩ := rfl
theorem axis_matrix
{ι : Type} [Fintype ι] [DecidableEq ι] {D : ι → Type} [(i : ι) → Fintype (D i)] [(i : ι) → DecidableEq (D i)] (i : ι) (A : Matrix (D i) (D i) ℂ) :
matrix (Function.update (1 : ∀ j,Matrix (D j) (D j) ℂ) i A)=
Matrix.reindex (axisCoordinates i) (axisCoordinates i) (Matrix.blockDiagonal' (fun _=>A)) := by
classical
ext x y
simp only [Matrix.reindex_apply,Matrix.submatrix_apply,axisCoordinates_symm]
change (∏ j,(Function.update (1 : ∀ j,Matrix (D j) (D j) ℂ) i A) j (x j) (y j))=_
rw [Fintype.prod_eq_mul_prod_compl i]
simp only [Finset.compl_eq_univ_sdiff]
simp only [Function.update_self]
by_cases h : (fun j : {j // j≠i}=>x j)=(fun j : {j // j≠i}=>y j)
· have hp : (∏ j ∈ Finset.univ \ {i},
Function.update (1 : ∀ j,Matrix (D j) (D j) ℂ) i A j (x j) (y j))=1 := by
apply Finset.prod_eq_one
intro j hj
have hj' : j≠i := by simpa using (Finset.mem_sdiff.mp hj).2
have he := congrFun h ⟨j,hj'⟩
simp [Function.update_of_ne hj',he]
rw [hp,mul_one]
simp [Matrix.blockDiagonal'_apply,h]
· have hp : (∏ j ∈ Finset.univ \ {i},
Function.update (1 : ∀ j,Matrix (D j) (D j) ℂ) i A j (x j) (y j))=0 := by
obtain ⟨j,hj⟩ := Function.ne_iff.mp h
apply Finset.prod_eq_zero (i := j.val)
· simp [j.property]
· simp [Function.update_of_ne j.property,hj]
rw [hp,mul_zero]
simp [Matrix.blockDiagonal'_apply,h]
end ExactFourier.PiTensor
end
end
section
noncomputable section
namespace ExactFourier.Packing
variable {τ : Type} {D : τ→Type} [∀ t,Fintype (D t)] [∀ t,DecidableEq (D t)]
{A : ∀ t,Matrix (D t) (D t) ℂ}
{ι : Type} [Fintype ι] [DecidableEq ι]
{E : ι→Type} [∀ i,Fintype (E i)] [∀ i,DecidableEq (E i)]
def Word.axis (i : ι) (W : Word D A (E i)) : Word D A (∀ i,E i) :=
(Word.blockSum (fun _ : ∀ j : {j // j≠i},E j=>W)).reindex (PiTensor.axisCoordinates i)
@[simp] theorem Word.matrix_axis (i : ι) (W : Word D A (E i)) :
(W.axis i).matrix=PiTensor.matrix (Function.update (1 : ∀ j,Matrix (E j) (E j) ℂ) i W.matrix) := by
rw [Word.axis,Word.matrix_reindex,Word.matrix_blockSum,PiTensor.axis_matrix]
theorem Word.count_axis [DecidableEq τ] (i : ι) (W : Word D A (E i)) (t : τ) :
(W.axis i).count t=Fintype.card (∀ j : {j // j≠i},E j)*W.count t := by
rw [Word.axis,Word.count,Word.calls_reindex,← Word.count,Word.count_blockSum]
simp
def Word.tensor (W : ∀ i,Word D A (E i)) : Word D A (∀ i,E i) :=
(Finset.univ.toList.map (fun i=>(W i).axis i)).flatten
@[simp] theorem Word.matrix_tensor (W : ∀ i,Word D A (E i)) :
(Word.tensor W).matrix=PiTensor.matrix (fun i=>(W i).matrix) := by
rw [Word.tensor,Word.matrix_flatten,List.map_map]
simp only [Function.comp_def,Word.matrix_axis]
let upd := fun i=>Function.update (1 : ∀ i,Matrix (E i) (E i) ℂ) i (W i).matrix
change (Finset.univ.toList.map (fun i=>PiTensor.hom (upd i))).prod=_
have hm : Finset.univ.toList.map (fun i=>PiTensor.hom (upd i))=
(Finset.univ.toList.map upd).map PiTensor.hom := (List.map_map ..).symm
rw [hm,← map_list_prod]
change PiTensor.matrix ((Finset.univ.toList.map upd).prod)=_
congr 1
funext i
rw [Embedded.list_update_prod _ _ (Finset.nodup_toList _)]
simp
theorem Word.count_tensor [DecidableEq τ] (W : ∀ i,Word D A (E i)) (t : τ) :
(Word.tensor W).count t=∑ i,Fintype.card (∀ j : {j // j≠i},E j)*(W i).count t := by
rw [Word.tensor,Word.count,Word.calls_flatten,List.count_flatten]
simp only [List.map_map,Function.comp_def]
change (Finset.univ.toList.map (fun i=>((W i).axis i).count t)).sum=_
simp [Word.count_axis]
end ExactFourier.Packing
end
end
section
noncomputable section
namespace ExactFourier.Packing
variable {τ : Type} {D : τ→Type} [∀ t,Fintype (D t)] [∀ t,DecidableEq (D t)]
{A : ∀ t,Matrix (D t) (D t) ℂ}
{α β : Type} [Fintype α] [Fintype β] [DecidableEq α] [DecidableEq β]
def Word.leftTensor (W : Word D A α) : Word D A (α×β) :=
(Word.blockSum (fun _ : β=>W)).reindex ((Equiv.sigmaEquivProd β α).trans (Equiv.prodComm β α))
def Word.rightTensor (V : Word D A β) : Word D A (α×β) :=
(Word.blockSum (fun _ : α=>V)).reindex (Equiv.sigmaEquivProd α β)
theorem Word.matrix_leftTensor (W : Word D A α) :
(W.leftTensor (β := β)).matrix=Matrix.kronecker W.matrix (1 : Matrix β β ℂ) := by
rw [Word.leftTensor,Word.matrix_reindex,Word.matrix_blockSum]
ext ⟨a,b⟩ ⟨c,d⟩
by_cases h : b=d
· subst d; simp [Matrix.reindex_apply]
· simp [Matrix.reindex_apply,Matrix.blockDiagonal'_apply,h]
theorem Word.matrix_rightTensor (V : Word D A β) :
(V.rightTensor (α := α)).matrix=Matrix.kronecker (1 : Matrix α α ℂ) V.matrix := by
rw [Word.rightTensor,Word.matrix_reindex,Word.matrix_blockSum]
ext ⟨a,b⟩ ⟨c,d⟩
by_cases h : a=c
· subst c; simp [Matrix.reindex_apply]
· simp [Matrix.reindex_apply,Matrix.blockDiagonal'_apply,h]
theorem Word.count_leftTensor [DecidableEq τ] (W : Word D A α) (t : τ) :
(W.leftTensor (β := β)).count t=Fintype.card β*W.count t := by
rw [Word.leftTensor,Word.count,Word.calls_reindex,← Word.count,Word.count_blockSum]
simp
theorem Word.count_rightTensor [DecidableEq τ] (V : Word D A β) (t : τ) :
(V.rightTensor (α := α)).count t=Fintype.card α*V.count t := by
rw [Word.rightTensor,Word.count,Word.calls_reindex,← Word.count,Word.count_blockSum]
simp
def Word.kronecker (W : Word D A α) (V : Word D A β) : Word D A (α×β) :=
W.leftTensor++V.rightTensor
@[simp] theorem Word.matrix_kronecker (W : Word D A α) (V : Word D A β) :
(W.kronecker V).matrix=Matrix.kronecker W.matrix V.matrix := by
rw [Word.kronecker,Word.matrix_append,Word.matrix_leftTensor,Word.matrix_rightTensor]
simpa using (Matrix.mul_kronecker_mul W.matrix (1 : Matrix α α ℂ)
(1 : Matrix β β ℂ) V.matrix).symm
theorem Word.count_kronecker [DecidableEq τ] (W : Word D A α) (V : Word D A β) (t : τ) :
(W.kronecker V).count t=Fintype.card β*W.count t+Fintype.card α*V.count t := by
rw [Word.kronecker,Word.count_append,Word.count_leftTensor,Word.count_rightTensor]
end ExactFourier.Packing
end
end
section
noncomputable section
namespace ExactFourier.Packing
variable {σ : Type} [Fintype σ] [DecidableEq σ]
{E : σ→Type} [∀ s,Fintype (E s)] [∀ s,DecidableEq (E s)]
/-- The two tensor axes choose block-copy labels independently, even for repeated species. -/
def sectorCoordinates (k : σ→ℕ) :
(Σ p : σ×σ,(Fin (k p.1)×Fin (k p.2))×(E p.1×E p.2)) ≃
((Σ s,Fin (k s)×E s)×(Σ s,Fin (k s)×E s)) where
toFun x := (⟨x.1.1,x.2.1.1,x.2.2.1⟩,⟨x.1.2,x.2.1.2,x.2.2.2⟩)
invFun x := ⟨(x.1.1,x.2.1),(x.1.2.1,x.2.2.1),(x.1.2.2,x.2.2.2)⟩
left_inv := by rintro ⟨⟨s,t⟩,⟨i,j⟩,a,b⟩; rfl
right_inv := by rintro ⟨⟨s,i,a⟩,⟨t,j,b⟩⟩; rfl
def speciesInventory (k : σ→ℕ) (B : ∀ s,Matrix (E s) (E s) ℂ) :
Matrix (Σ s,Fin (k s)×E s) (Σ s,Fin (k s)×E s) ℂ :=
Matrix.blockDiagonal' fun s=>Matrix.kronecker (1 : Matrix (Fin (k s)) (Fin (k s)) ℂ) (B s)
def sectorMatrix (k : σ→ℕ) (B : ∀ s,Matrix (E s) (E s) ℂ) :
Matrix (Σ p : σ×σ,(Fin (k p.1)×Fin (k p.2))×(E p.1×E p.2))
(Σ p : σ×σ,(Fin (k p.1)×Fin (k p.2))×(E p.1×E p.2)) ℂ :=
Matrix.blockDiagonal' fun p=>Matrix.kronecker (1 : Matrix (Fin (k p.1)×Fin (k p.2)) _ ℂ)
(Matrix.kronecker (B p.1) (B p.2))
theorem inventory_tensor_sectors
{σ : Type} [Fintype σ] [DecidableEq σ] {E : σ → Type} [(s : σ) → Fintype (E s)] [(s : σ) → DecidableEq (E s)] (k : σ→ℕ) (B : ∀ s,Matrix (E s) (E s) ℂ) :
Matrix.kronecker (speciesInventory k B) (speciesInventory k B)=
Matrix.reindex (sectorCoordinates k) (sectorCoordinates k) (sectorMatrix k B) := by
classical
ext ⟨⟨s,i,a⟩,⟨t,j,b⟩⟩ ⟨⟨s',i',a'⟩,⟨t',j',b'⟩⟩
by_cases hs : s=s'
· subst s'
by_cases ht : t=t'
· subst t'
by_cases hi : i=i'
· subst i'; by_cases hj : j=j'
· subst j'; simp [speciesInventory,sectorMatrix,Matrix.reindex_apply,sectorCoordinates]
· simp [speciesInventory,sectorMatrix,Matrix.reindex_apply,sectorCoordinates,hj]
· simp [speciesInventory,sectorMatrix,Matrix.reindex_apply,sectorCoordinates,hi]
· simp [speciesInventory,sectorMatrix,Matrix.reindex_apply,sectorCoordinates,
Matrix.blockDiagonal'_apply,ht]
· simp [speciesInventory,sectorMatrix,Matrix.reindex_apply,sectorCoordinates,
Matrix.blockDiagonal'_apply,hs]
end ExactFourier.Packing
end
end
section
noncomputable section
namespace ExactFourier.Packing
variable {τ π ρ : Type} [Fintype π] [Fintype ρ] [DecidableEq π] [DecidableEq ρ]
{D : τ→Type} [∀ t,Fintype (D t)] [∀ t,DecidableEq (D t)]
{A : ∀ t,Matrix (D t) (D t) ℂ}
def colorEquiv (u : π→τ) (v : ρ→τ) (e : π≃ρ) (he : ∀ p,u p=v (e p)) :
(Σ p,D (u p))≃(Σ r,D (v r)) :=
Equiv.sigmaCongr e (fun p=>Equiv.cast (congrArg D (he p)))
@[simp] theorem colorEquiv_fst
{τ : Type} {π : Type} {ρ : Type} [Fintype π] [Fintype ρ] [DecidableEq π] [DecidableEq ρ] {D : τ → Type} [(t : τ) → Fintype (D t)] [(t : τ) → DecidableEq (D t)] (u : π→τ) (v : ρ→τ) (e : π≃ρ) (he : ∀ p,u p=v (e p))
(x : Σ p,D (u p)) : (colorEquiv u v e he x).1=e x.1 := rfl
theorem color_cast_apply
{τ : Type} {D : τ → Type} [(t : τ) → Fintype (D t)] [(t : τ) → DecidableEq (D t)] {A : (t : τ) → Matrix (D t) (D t) ℂ} {i j : τ} (h : i=j) (a b : D i) :
A j (cast (congrArg D h) a) (cast (congrArg D h) b)=A i a b := by cases h; rfl
theorem coloredBlock_on
{τ : Type} {π : Type} {ρ : Type} [Fintype π] [Fintype ρ] [DecidableEq π] [DecidableEq ρ] {D : τ → Type} [(t : τ) → Fintype (D t)] [(t : τ) → DecidableEq (D t)] {A : (t : τ) → Matrix (D t) (D t) ℂ} (u : π→τ) (v : ρ→τ) (e : π≃ρ) (he : ∀ p,u p=v (e p))
(x y : Σ p,D (u p)) :
Matrix.blockDiagonal' (fun r=>A (v r)) (colorEquiv u v e he x) (colorEquiv u v e he y)=
Matrix.blockDiagonal' (fun p=>A (u p)) x y := by
rcases x with ⟨p,a⟩; rcases y with ⟨q,b⟩
by_cases h : p=q
· subst q
change Matrix.blockDiagonal' (fun r=>A (v r))
⟨e p,cast (congrArg D (he p)) a⟩ ⟨e p,cast (congrArg D (he p)) b⟩=_
rw [Matrix.blockDiagonal'_apply_eq,Matrix.blockDiagonal'_apply_eq]
exact color_cast_apply (he p) a b
· rw [Matrix.blockDiagonal'_apply_ne _ _ _ h]
apply Matrix.blockDiagonal'_apply_ne
exact fun hp=>h (e.injective hp)
theorem coloredBlock_reindex (u : π→τ) (v : ρ→τ) (e : π≃ρ) (he : ∀ p,u p=v (e p)) :
Matrix.reindex (colorEquiv u v e he) (colorEquiv u v e he)
(Matrix.blockDiagonal' (fun p=>A (u p)))=Matrix.blockDiagonal' (fun r=>A (v r)) := by
ext x y
obtain ⟨x,rfl⟩ := (colorEquiv u v e he).surjective x
obtain ⟨y,rfl⟩ := (colorEquiv u v e he).surjective y
simp only [Matrix.reindex_apply,Matrix.submatrix_apply,Equiv.symm_apply_apply]
exact (coloredBlock_on u v e he x y).symm
/-- Equal multiplicities give an exact color-preserving matching of call blocks. -/
theorem exists_colorEquiv
{τ : Type} {π : Type} {ρ : Type} [Fintype π] [Fintype ρ] [DecidableEq π] [DecidableEq ρ] [Fintype τ] [DecidableEq τ] (u : π→τ) (v : ρ→τ)
(h : ∀ t,Fintype.card {p // u p=t}=Fintype.card {r // v r=t}) :
∃ e : π≃ρ,∀ p,u p=v (e p) := by
let f := fun t=>Fintype.equivOfCardEq (h t)
let e := (Equiv.sigmaFiberEquiv u).symm.trans
((Equiv.sigmaCongrRight f).trans (Equiv.sigmaFiberEquiv v))
refine ⟨e,?_⟩
intro p
exact (f (u p) ⟨p,rfl⟩).property.symm
end ExactFourier.Packing
end
end
section
noncomputable section
namespace ExactFourier.Packing
variable {τ : Type} [Fintype τ] [DecidableEq τ] {D : τ→Type} [∀ t,Fintype (D t)] [∀ t,DecidableEq (D t)]
{A : ∀ t,Matrix (D t) (D t) ℂ}
abbrev optionalDomain (D : τ→Type) : Option τ→Type
| none => Empty
| some t => D t
instance optionalDomain_fintype (t : Option τ) : Fintype (optionalDomain D t) := by
cases t <;> dsimp [optionalDomain] <;> infer_instance
instance optionalDomain_decEq (t : Option τ) : DecidableEq (optionalDomain D t) := by
cases t <;> dsimp [optionalDomain] <;> infer_instance
def optionalMatrix (A : ∀ t,Matrix (D t) (D t) ℂ) : ∀ t,Matrix (optionalDomain D t) (optionalDomain D t) ℂ
| none => 1
| some t => A t
variable {α : Type} [Fintype α] [DecidableEq α]
def Step.activeTuple : (s : Step D A α) → optionalDomain D s.kind ↪ α
| .mono _ _ => ⟨Empty.elim,by intro a; exact a.elim⟩
| .call _ e => e
def Step.monoPart : Step D A α→Matrix α α ℂ
| .mono M _ => M
| .call _ _ => 1
theorem Step.monoPart_monomial
{τ : Type} [Fintype τ] [DecidableEq τ] {D : τ → Type} [(t : τ) → Fintype (D t)] [(t : τ) → DecidableEq (D t)] {A : (t : τ) → Matrix (D t) (D t) ℂ} {α : Type} [Fintype α] [DecidableEq α] (s : Step D A α) : MonomialMatrix s.monoPart := by
cases s with
| mono M h => exact h
| call t e => exact MonomialMatrix.one
theorem Step.decompose
{τ : Type} [Fintype τ] [DecidableEq τ] {D : τ → Type} [(t : τ) → Fintype (D t)] [(t : τ) → DecidableEq (D t)] {A : (t : τ) → Matrix (D t) (D t) ℂ} {α : Type} [Fintype α] [DecidableEq α] (s : Step D A α) :
s.matrix=s.monoPart*Embedded.matrix s.activeTuple (optionalMatrix A s.kind) := by
cases s with
| mono M hm =>
let e : Empty ↪ α := ⟨Empty.elim,by intro a; exact a.elim⟩
change M=M*Embedded.matrix e (1 : Matrix Empty Empty ℂ)
rw [Embedded.matrix_one,mul_one]
| call t e =>
change Embedded.matrix e (A t)=1*Embedded.matrix e (A t)
rw [one_mul]
variable {π : Type} [Fintype π] [DecidableEq π]
abbrev CallIndex (u : π→Option τ) := Σ t,{p // u p=some t}
def callSite (u : π→Option τ) : CallIndex u ↪ π where
toFun c := c.2.1
inj' := by
rintro ⟨i,⟨p,hp⟩⟩ ⟨j,⟨q,hq⟩⟩ h
change p=q at h; subst q
have hij : i=j := Option.some.inj (hp.symm.trans hq)
subst j; rfl
def activeTo (u : π→Option τ) (x : Σ c : CallIndex u,D c.1) : Σ p,optionalDomain D (u p) :=
⟨x.1.2.1,cast (congrArg (optionalDomain D) x.1.2.2.symm) x.2⟩
theorem activeTo_injective
{τ : Type} [Fintype τ] [DecidableEq τ] {D : τ → Type} [(t : τ) → Fintype (D t)] [(t : τ) → DecidableEq (D t)] {π : Type} [Fintype π] [DecidableEq π] (u : π→Option τ) : Function.Injective (activeTo (D := D) u) := by
rintro ⟨⟨i,p,hp⟩,a⟩ ⟨⟨j,q,hq⟩,b⟩ h
have hpq := congrArg Sigma.fst h
change p=q at hpq
subst q
have hij : i=j := Option.some.inj (hp.symm.trans hq)
subst j
have hab := eq_of_heq (Sigma.mk.inj_iff.mp h).2
have ha : a=b := (Equiv.cast (congrArg (optionalDomain D) hp.symm)).injective hab
subst b
rfl
theorem activeTo_surjective
{τ : Type} [Fintype τ] [DecidableEq τ] {D : τ → Type} [(t : τ) → Fintype (D t)] [(t : τ) → DecidableEq (D t)] {π : Type} [Fintype π] [DecidableEq π] (u : π→Option τ) : Function.Surjective (activeTo (D := D) u) := by
rintro ⟨p,a⟩
have hh : ∃ t,u p=some t := by
cases h : u p with
| none => exact (cast (congrArg (optionalDomain D) h) a : Empty).elim
| some t => exact ⟨t,rfl⟩
obtain ⟨t,hp⟩ := hh
refine ⟨⟨⟨t,p,hp⟩,cast (congrArg (optionalDomain D) hp) a⟩,?_⟩
simp [activeTo]
def activeEquiv (u : π→Option τ) :
(Σ c : CallIndex u,D c.1)≃(Σ p,optionalDomain D (u p)) :=
Equiv.ofBijective (activeTo u) ⟨activeTo_injective u,activeTo_surjective u⟩
@[simp] theorem activeEquiv_fst (u : π→Option τ) (x : Σ c : CallIndex u,D c.1) :
(activeEquiv u x).1=x.1.2.1 := rfl
theorem activeEquiv_on (u : π→Option τ) (x y : Σ c : CallIndex u,D c.1) :
Matrix.blockDiagonal' (fun p=>optionalMatrix A (u p)) (activeEquiv u x) (activeEquiv u y)=
Matrix.blockDiagonal' (fun c : CallIndex u=>A c.1) x y := by
rcases x with ⟨⟨i,p,hp⟩,a⟩; rcases y with ⟨⟨j,q,hq⟩,b⟩
by_cases hpq : p=q
· subst q
have hij : i=j := Option.some.inj (hp.symm.trans hq)
subst j
change Matrix.blockDiagonal' _ ⟨p,_⟩ ⟨p,_⟩=_
rw [Matrix.blockDiagonal'_apply_eq,Matrix.blockDiagonal'_apply_eq]
exact color_cast_apply (A := optionalMatrix A) hp.symm a b
· rw [Matrix.blockDiagonal'_apply_ne _ _ _ (show (⟨i,p,hp⟩ : CallIndex u)≠⟨j,q,hq⟩ from
fun h=>hpq (congrArg (fun c : CallIndex u=>c.2.1) h))]
exact Matrix.blockDiagonal'_apply_ne _ _ _ hpq
theorem activeEquiv_reindex (u : π→Option τ) :
Matrix.reindex (activeEquiv (D := D) u) (activeEquiv u)
(Matrix.blockDiagonal' (fun c : CallIndex u=>A c.1))=
Matrix.blockDiagonal' (fun p=>optionalMatrix A (u p)) := by
ext x y
obtain ⟨x,rfl⟩ := (activeEquiv (D := D) u).surjective x
obtain ⟨y,rfl⟩ := (activeEquiv (D := D) u).surjective y
simp only [Matrix.reindex_apply,Matrix.submatrix_apply,Equiv.symm_apply_apply]
exact (activeEquiv_on u x y).symm
end ExactFourier.Packing
end
end
end OAI