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