import OAI.Analysis.CharacterCriterion.ConeModel

namespace OAI

noncomputable section
open scoped TensorProduct
open scoped InnerProductSpace
open scoped BigOperators
open Set Module
open Topology
open NormedSpace
open scoped ComplexOrder
open scoped ComplexOrder
open scoped InnerProductSpace
open scoped InnerProductSpace
open NormedSpace
open scoped TensorProduct InnerProductSpace
open UniformSpace
variable [instSize : KirchbergRordam.GenericRW.Size]
local notation "rankNum" => KirchbergRordam.GenericRW.Size.n


namespace KirchbergRordam.GenericRW.FlipPath
open scoped BigOperators

abbrev M2 := Matrix (Fin rankNum) (Fin rankNum) ℂ
abbrev M4 := Matrix (Fin rankNum × Fin rankNum) (Fin rankNum × Fin rankNum) ℂ

def flip : M4 := fun i j => if i.1=j.2 ∧ i.2=j.1 then 1 else 0

lemma flip_star : star flip=flip := by
  ext i j
  simp only [Matrix.star_apply,flip]
  split_ifs <;> simp_all

lemma flip_mul : flip*flip=1 := by
  ext ⟨i,j⟩ ⟨k,l⟩
  simp only [Matrix.mul_apply,flip,Fintype.sum_prod_type]
  simp [Matrix.one_apply,Prod.mk.injEq,ite_and]

def left (a : M2) : M4 := fun i j => a i.1 j.1 * if i.2=j.2 then 1 else 0
def right (a : M2) : M4 := fun i j => (if i.1=j.1 then 1 else 0) * a i.2 j.2

lemma flip_exchange (a : M2) : right a*flip=flip*left a := by
  ext ⟨i,j⟩ ⟨k,l⟩
  simp only [Matrix.mul_apply,Fintype.sum_prod_type,left,right,flip]
  simp [ite_and,mul_ite,ite_mul,eq_comm]


def angle : C(unitInterval,ℝ) := ⟨fun t => min (max (3*(t:ℝ)-1) 0) 1,by fun_prop⟩

def phase : C(unitInterval,ℂ) :=
  ⟨fun t => Complex.exp (((Real.pi*angle t : ℝ):ℂ)*Complex.I),by fun_prop⟩

omit instSize in
lemma phase_zero
    [KirchbergRordam.GenericRW.Size]
    : phase 0=1 := by simp [phase,angle]
omit instSize in
lemma phase_top
    [KirchbergRordam.GenericRW.Size]
    {t : unitInterval} (ht : 2/3 ≤ (t:ℝ)) : phase t= -1 := by
  have h : angle t=1 := by change min (max (3*(t:ℝ)-1) 0) 1=1; rw [min_eq_right]; exact le_max_of_le_left (by linarith)
  simp [phase,h,Complex.exp_pi_mul_I]

omit instSize in
lemma phase_unitary
    [KirchbergRordam.GenericRW.Size]
    (t : unitInterval) : star (phase t)*phase t=1 := by
  have hn : ‖phase t‖=1 := Complex.norm_exp_ofReal_mul_I _
  rw [Complex.star_def,← Complex.normSq_eq_conj_mul_self,Complex.normSq_eq_norm_sq,hn]
  norm_num


def path (t : unitInterval) : M4 := ((1+phase t)/2) • (1:M4)+((1-phase t)/2) • flip

lemma path_zero : path 0=1 := by simp [path,phase_zero]
lemma path_top {t : unitInterval} (ht : 2/3 ≤ (t:ℝ)) : path t=flip := by simp [path,phase_top ht]

lemma path_continuous : Continuous path := by unfold path; fun_prop

lemma path_star_mul (t : unitInterval) : star (path t)*path t=1 := by
  have hz := phase_unitary t
  have hs : star (2:ℂ)=2 := by simp
  simp only [path,star_add,star_smul,star_one,flip_star,star_div₀,hs,star_add,star_sub,
    smul_add,add_mul,mul_add,smul_mul_assoc,mul_smul_comm,smul_smul,one_mul,mul_one,flip_mul]
  have h1 : (star ((1:ℂ)+phase t)/2)*((1+phase t)/2)+
      (star ((1:ℂ)-phase t)/2)*((1-phase t)/2)=1 := by
    simp only [star_add,star_sub,star_one]; calc
      _=(1+star (phase t)*phase t)/2 := by ring
      _=1 := by rw [hz]; norm_num
  have h2 : (star ((1:ℂ)+phase t)/2)*((1-phase t)/2)+
      (star ((1:ℂ)-phase t)/2)*((1+phase t)/2)=0 := by
    simp only [star_add,star_sub,star_one]; calc
      _=(1-star (phase t)*phase t)/2 := by ring
      _=0 := by rw [hz]; norm_num
  calc
    _=(((1+star (phase t))/2)*((1+phase t)/2)+((1-star (phase t))/2)*((1-phase t)/2)) • (1:M4)+
      (((1+star (phase t))/2)*((1-phase t)/2)+((1-star (phase t))/2)*((1+phase t)/2)) • flip := by
        rw [add_smul,add_smul]; module
    _=1 := by simp only [star_add,star_sub,star_one] at h1 h2; rw [h1,h2,one_smul,zero_smul,add_zero]

lemma path_mul_star (t : unitInterval) : path t*star (path t)=1 := by
  exact mul_eq_one_comm.mp (path_star_mul t)



def block : M4 →+* Matrix (Fin rankNum) (Fin rankNum) ConeModel.M2 where
  toFun m j k := CStarMatrix.ofMatrix (fun r s => m (r,j) (s,k))
  map_zero' := rfl
  map_add' _ _ := rfl
  map_one' := by
    ext j k r s
    change (if (r,j)=(s,k) then (1:ℂ) else 0)=((1 : Matrix (Fin rankNum) (Fin rankNum) ConeModel.M2) j k) r s
    by_cases hjk : j=k
    · subst k; simp [Prod.mk.injEq,CStarMatrix.one_apply]
    · simp [hjk,Prod.mk.injEq,CStarMatrix.zero_apply]
  map_mul' m n := by
    ext j k r s
    change (∑ u : Fin rankNum × Fin rankNum,m (r,j) u*n u (s,k))=
      ((∑ l : Fin rankNum,(CStarMatrix.ofMatrix (fun r s => m (r,j) (s,l)))*
        (CStarMatrix.ofMatrix (fun r s => n (r,l) (s,k)))) r s)
    simp only [Fintype.sum_prod_type, ConeModel.matrixSum_entry, CStarMatrix.mul_apply]
    change (∑ a : Fin rankNum, ∑ b : Fin rankNum, m (r,j) (a,b) * n (a,b) (s,k)) =
      ∑ b : Fin rankNum, ∑ a : Fin rankNum, m (r,j) (a,b) * n (a,b) (s,k)
    exact Finset.sum_comm

lemma block_star (m : M4) : block (star m)=star (block m) := rfl


def conePath (j k : Fin rankNum) : ConeModel.Cone :=
  ⟨⟨fun t => block (path t) j k,by
      change Continuous (fun t : unitInterval => (fun r s => path t (r,j) (s,k)))
      exact continuous_pi fun r => continuous_pi fun s =>
        (continuous_apply (s,k)).comp ((continuous_apply (r,j)).comp path_continuous)⟩,by
    change block (path 0) j k ∈ (⊥ : StarSubalgebra ℂ ConeModel.M2)
    rw [path_zero,map_one,Matrix.one_apply]
    split_ifs
    · exact one_mem _
    · exact zero_mem _⟩

lemma conePath_star_mul (i j : Fin rankNum) :
    ∑ k,star (conePath k i)*conePath k j=if i=j then 1 else 0 := by
  apply Subtype.ext
  apply ContinuousMap.ext
  intro t
  have h := congrArg (fun m => block m i j) (path_star_mul t)
  rw [map_mul,block_star,map_one] at h
  simp only [Matrix.mul_apply,Matrix.star_apply,Matrix.one_apply] at h
  rw [ConeModel.evaluate_sum]
  by_cases hij : i=j
  · rw [ite_eq_left hij] at h ⊢; exact h
  · rw [ite_eq_right hij] at h ⊢; exact h

lemma conePath_mul_star (i j : Fin rankNum) :
    ∑ k,conePath i k*star (conePath j k)=if i=j then 1 else 0 := by
  apply Subtype.ext
  apply ContinuousMap.ext
  intro t
  have h := congrArg (fun m => block m i j) (path_mul_star t)
  rw [map_mul,block_star,map_one] at h
  simp only [Matrix.mul_apply,Matrix.star_apply,Matrix.one_apply] at h
  rw [ConeModel.evaluate_sum]
  by_cases hij : i=j
  · rw [ite_eq_left hij] at h ⊢; exact h
  · rw [ite_eq_right hij] at h ⊢; exact h

end KirchbergRordam.GenericRW.FlipPath

namespace KirchbergRordam.GenericRW.RWFunctions

def realG : C(unitInterval,ℝ) := ⟨fun t => min 1 (3*(1-(t:ℝ))),by fun_prop⟩
def g : C(unitInterval,ℂ) := ⟨fun t => (realG t : ℂ),by fun_prop⟩
def q : C(unitInterval,ℂ) := ⟨fun t => (Real.sqrt (realG t) : ℂ),by fun_prop⟩

def realJ : C(unitInterval,ℝ) := ⟨fun t => (max (t:ℝ) (2/3))⁻¹,
  Continuous.inv₀ (by fun_prop) (fun _ => ne_of_gt (lt_of_lt_of_le (by norm_num : (0:ℝ)<2/3) (le_max_right _ _)))⟩
def j : C(unitInterval,ℂ) := ⟨fun t => (realJ t : ℂ),by fun_prop⟩

omit instSize in
lemma g_nonneg
    [KirchbergRordam.GenericRW.Size]
    (t : unitInterval) : 0≤realG t := le_min (by norm_num) (mul_nonneg (by norm_num) (sub_nonneg.mpr t.property.2))
omit instSize in
lemma g_le_one
    [KirchbergRordam.GenericRW.Size]
    (t : unitInterval) : realG t≤1 := min_le_left _ _
omit instSize in
lemma g_ge_defect
    [KirchbergRordam.GenericRW.Size]
    (t : unitInterval) : 1-(t:ℝ)≤realG t := by
  apply le_min
  · linarith [t.property.1]
  · linarith [t.property.2]

omit instSize in
@[simp] lemma g_zero
    [KirchbergRordam.GenericRW.Size]
    : g 0=1 := by norm_num [g,realG]
omit instSize in
@[simp] lemma g_one
    [KirchbergRordam.GenericRW.Size]
    : g 1=0 := by norm_num [g,realG]
omit instSize in
@[simp] lemma q_one
    [KirchbergRordam.GenericRW.Size]
    : q 1=0 := by norm_num [q,realG]
omit instSize in
@[simp] lemma j_one
    [KirchbergRordam.GenericRW.Size]
    : j 1=1 := by norm_num [j,realJ]

omit instSize in
lemma g_low
    [KirchbergRordam.GenericRW.Size]
    {t : unitInterval} (ht : (t:ℝ)≤2/3) : g t=1 := by
  have h : realG t=1 := min_eq_left (by linarith)
  simp [g,h]

lemma g_norm : ‖g‖≤1 := by
  apply (ContinuousMap.norm_le _ (by norm_num)).mpr
  intro t
  change ‖(realG t : ℂ)‖≤1
  rw [Complex.norm_real,Real.norm_eq_abs,abs_of_nonneg (g_nonneg t)]
  exact g_le_one t

omit instSize in
lemma q_star
    [KirchbergRordam.GenericRW.Size]
    : star q=q := by ext t; exact Complex.conj_ofReal _
omit instSize in
lemma g_star
    [KirchbergRordam.GenericRW.Size]
    : star g=g := by ext t; exact Complex.conj_ofReal _
omit instSize in
lemma j_star
    [KirchbergRordam.GenericRW.Size]
    : star j=j := by ext t; exact Complex.conj_ofReal _
lemma q_sq : q*q=g := by
  ext t
  change ((Real.sqrt (realG t):ℝ):ℂ)*((Real.sqrt (realG t):ℝ):ℂ)=(realG t:ℂ)
  rw [← Complex.ofReal_mul,Real.mul_self_sqrt (g_nonneg t)]


lemma residual_inverse (t : unitInterval) :
    (1-g t)*j t*((t:ℝ):ℂ)=1-g t := by
  by_cases ht : (t:ℝ)≤2/3
  · rw [g_low ht]; simp
  · have hp : (0:ℝ)<t := lt_trans (by norm_num) (lt_of_not_ge ht)
    have he : realJ t=(t:ℝ)⁻¹ := max_eq_left (le_of_lt (lt_of_not_ge ht)) ▸ rfl
    change (1-g t)*(realJ t : ℂ)*((t:ℝ):ℂ)=_
    rw [he,mul_assoc,← Complex.ofReal_mul,inv_mul_cancel₀ (ne_of_gt hp),Complex.ofReal_one,mul_one]


lemma overlap_zero {t : unitInterval} (ht : ¬ (2/3:ℝ)≤t) : g t*(1-g t)=0 := by
  rw [g_low (le_of_lt (lt_of_not_ge ht))]; simp

end KirchbergRordam.GenericRW.RWFunctions
namespace KirchbergRordam.GenericRW.ConeModel
lemma scalar_commute (f : C(unitInterval,ℂ)) (x : Cone) : Commute (scalar f) x := by
  apply Subtype.ext
  apply ContinuousMap.ext
  intro t
  exact Algebra.commutes (f t) ((x:C(unitInterval,M2)) t)
end KirchbergRordam.GenericRW.ConeModel

namespace KirchbergRordam.GenericRW.FlipPath
open scoped BigOperators
open ConeModel RWFunctions

def flatK (i j : Fin rankNum) : Cone := scalar q*star (conePath j i)

def weightedK : Matrix (Fin rankNum) (Fin rankNum) Defect := fun i j => ⟨flatK i j,by
  change algebraMap ℂ ConeModel.M2 (q 1)*star ((conePath j i : C(unitInterval,ConeModel.M2)) 1)=0
  rw [q_one,map_zero,zero_mul]⟩

def scalarG : Defect := scalarDefect g g_one

def scalarQ : Defect := scalarDefect q q_one

lemma scalarQ_star : star scalarQ=scalarQ := by
  apply Subtype.ext
  change star (scalar q)=scalar q
  rw [← map_star,q_star]

lemma scalarQ_sq : scalarQ*scalarQ=scalarG := by
  apply Subtype.ext
  change scalar q*scalar q=scalar g
  rw [← map_mul,q_sq]

lemma weighted_mul (x y : Cone) : (x*scalar q)*(scalar q*y)=scalar g*(x*y) := by
  calc
    _=x*(scalar q*scalar q)*y := by noncomm_ring
    _=x*scalar g*y := by rw [← map_mul,q_sq]
    _=_ := by rw [← (scalar_commute g x).eq]; noncomm_ring

lemma weighted_mul' (x y : Cone) : (scalar q*x)*(y*scalar q)=scalar g*(x*y) := by
  rw [(scalar_commute q x).eq,← (scalar_commute q y).eq]
  exact weighted_mul x y

lemma flatK_star_mul (i j : Fin rankNum) :
    ∑ k,star (flatK k i)*flatK k j=if i=j then scalar g else 0 := by
  simp only [flatK,star_mul,star_star,← map_star,q_star,weighted_mul]
  rw [← Finset.mul_sum,conePath_mul_star]
  split_ifs <;> simp

lemma flatK_mul_star (i j : Fin rankNum) :
    ∑ k,flatK i k*star (flatK j k)=if i=j then scalar g else 0 := by
  simp only [flatK,star_mul,star_star,← map_star,q_star,weighted_mul']
  rw [← Finset.mul_sum,conePath_star_mul]
  split_ifs <;> simp

lemma coe_defect_sum {ι : Type*} (s : Finset ι) (f : ι → Defect) :
    ((∑ i ∈ s, f i : Defect):Cone) = ∑ i ∈ s, (f i:Cone) :=
  map_sum (NonUnitalStarSubalgebraClass.subtype Defect) f s

lemma weightedK_star_mul :
    (star weightedK*weightedK : Matrix (Fin rankNum) (Fin rankNum) Defect) =
      Matrix.diagonal (fun _ => scalarG) := by
  apply Matrix.ext; intro i j
  apply Subtype.ext
  have h := flatK_star_mul i j
  simp only [Matrix.mul_apply,Matrix.star_apply,Matrix.diagonal_apply]
  rw [coe_defect_sum]
  by_cases hij : i=j
  · rw [ite_eq_left hij] at h ⊢; exact h
  · rw [ite_eq_right hij] at h ⊢; exact h

lemma weightedK_mul_star :
    (weightedK*star weightedK : Matrix (Fin rankNum) (Fin rankNum) Defect) =
      Matrix.diagonal (fun _ => scalarG) := by
  apply Matrix.ext; intro i j
  apply Subtype.ext
  have h := flatK_mul_star i j
  simp only [Matrix.mul_apply,Matrix.star_apply,Matrix.diagonal_apply]
  rw [coe_defect_sum]
  by_cases hij : i=j
  · rw [ite_eq_left hij] at h ⊢; exact h
  · rw [ite_eq_right hij] at h ⊢; exact h

end KirchbergRordam.GenericRW.FlipPath
end

end OAI