354 lines
12 KiB
Text
354 lines
12 KiB
Text
/-
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Copyright (c) 2024 Joseph Tooby-Smith. All rights reserved.
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Released under Apache 2.0 license as described in the file LICENSE.
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Authors: Joseph Tooby-Smith
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-/
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import Mathlib.LinearAlgebra.PiTensorProduct
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/-!
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# Pi Tensor Products
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The purpose of this file is to define some results about Pi tensor products not currently
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in Mathlib.
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At some point these should either be up-streamed to Mathlib or replaced with definitions already
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in Mathlib.
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-/
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namespace HepLean.PiTensorProduct
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noncomputable section tmulEquiv
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variable {R ι1 ι2 ι3 M N : Type} [CommSemiring R]
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{s1 : ι1 → Type} [inst1 : (i : ι1) → AddCommMonoid (s1 i)] [inst1' : (i : ι1) → Module R (s1 i)]
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{s2 : ι2 → Type} [inst2 : (i : ι2) → AddCommMonoid (s2 i)] [inst2' : (i : ι2) → Module R (s2 i)]
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{s3 : ι3 → Type} [inst3 : (i : ι3) → AddCommMonoid (s3 i)] [inst3' : (i : ι3) → Module R (s3 i)]
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[AddCommMonoid M] [Module R M]
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[AddCommMonoid N] [Module R N]
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open TensorProduct
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/-!
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## induction principals for pi tensor products
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-/
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lemma tensorProd_piTensorProd_ext
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{f g : ((⨂[R] i : ι1, s1 i) ⊗[R] ⨂[R] i : ι2, s2 i) →ₗ[R] M}
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(h : ∀ p q, f (PiTensorProduct.tprod R p ⊗ₜ[R] PiTensorProduct.tprod R q)
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= g (PiTensorProduct.tprod R p ⊗ₜ[R] PiTensorProduct.tprod R q)) : f = g := by
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apply TensorProduct.ext'
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refine fun x ↦
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PiTensorProduct.induction_on' x ?_ (by
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intro a b hx hy y
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simp [map_add, add_tmul, hx, hy])
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intro rx fx
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refine fun y ↦
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PiTensorProduct.induction_on' y ?_ (by
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intro a b hx hy
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simp only [PiTensorProduct.tprodCoeff_eq_smul_tprod] at hx hy
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simp [map_add, tmul_add, hx, hy])
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intro ry fy
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simp only [PiTensorProduct.tprodCoeff_eq_smul_tprod, tmul_smul, LinearMapClass.map_smul]
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apply congrArg
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simp only [smul_tmul, tmul_smul, LinearMapClass.map_smul]
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exact congrArg (HSMul.hSMul rx) (h fx fy)
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lemma induction_assoc
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{f g : ((⨂[R] i : ι1, s1 i) ⊗[R] (⨂[R] i : ι2, s2 i) ⊗[R] ⨂[R] i : ι3, s3 i) →ₗ[R] M}
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(h : ∀ p q m, f (PiTensorProduct.tprod R p ⊗ₜ[R] PiTensorProduct.tprod R q ⊗ₜ[R] PiTensorProduct.tprod R m)
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= g (PiTensorProduct.tprod R p ⊗ₜ[R] PiTensorProduct.tprod R q ⊗ₜ[R] PiTensorProduct.tprod R m)) : f = g := by
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apply TensorProduct.ext'
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refine fun x ↦
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PiTensorProduct.induction_on' x ?_ (by
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intro a b hx hy y
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simp [map_add, add_tmul, hx, hy])
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intro rx fx
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intro y
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simp
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simp only [smul_tmul, tmul_smul, LinearMapClass.map_smul]
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apply congrArg
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let f' : ((⨂[R] i : ι2, s2 i) ⊗[R] ⨂[R] i : ι3, s3 i) →ₗ[R] M := {
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toFun := fun y => f (PiTensorProduct.tprod R fx ⊗ₜ[R] y),
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map_add' := fun y1 y2 => by
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simp [tmul_add]
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map_smul' := fun r y => by
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simp [tmul_smul]}
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let g' : ((⨂[R] i : ι2, s2 i) ⊗[R] ⨂[R] i : ι3, s3 i) →ₗ[R] M := {
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toFun := fun y => g (PiTensorProduct.tprod R fx ⊗ₜ[R] y),
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map_add' := fun y1 y2 => by
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simp [tmul_add]
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map_smul' := fun r y => by
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simp [tmul_smul]}
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change f' y = g' y
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apply congrFun
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refine DFunLike.coe_fn_eq.mpr ?H.h.h.a
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apply tensorProd_piTensorProd_ext
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intro p q
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exact h fx p q
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lemma induction_assoc'
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{f g : (((⨂[R] i : ι1, s1 i) ⊗[R] (⨂[R] i : ι2, s2 i)) ⊗[R] ⨂[R] i : ι3, s3 i) →ₗ[R] M}
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(h : ∀ p q m, f ((PiTensorProduct.tprod R p ⊗ₜ[R] PiTensorProduct.tprod R q) ⊗ₜ[R] PiTensorProduct.tprod R m)
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= g ((PiTensorProduct.tprod R p ⊗ₜ[R] PiTensorProduct.tprod R q) ⊗ₜ[R] PiTensorProduct.tprod R m)) : f = g := by
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apply TensorProduct.ext'
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intro x
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refine fun y ↦
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PiTensorProduct.induction_on' y ?_ (by
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intro a b hy hx
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simp [map_add, add_tmul, tmul_add, hy, hx])
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intro ry fy
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simp
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apply congrArg
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let f' : ((⨂[R] i : ι1, s1 i) ⊗[R] ⨂[R] i : ι2, s2 i) →ₗ[R] M := {
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toFun := fun y => f (y ⊗ₜ[R] PiTensorProduct.tprod R fy),
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map_add' := fun y1 y2 => by
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simp [add_tmul]
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map_smul' := fun r y => by
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simp [smul_tmul]}
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let g' : ((⨂[R] i : ι1, s1 i) ⊗[R] ⨂[R] i : ι2, s2 i) →ₗ[R] M := {
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toFun := fun y => g (y ⊗ₜ[R] PiTensorProduct.tprod R fy),
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map_add' := fun y1 y2 => by
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simp [add_tmul]
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map_smul' := fun r y => by
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simp [smul_tmul]}
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change f' x = g' x
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apply congrFun
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refine DFunLike.coe_fn_eq.mpr ?H.h.h.a
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apply tensorProd_piTensorProd_ext
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intro p q
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exact h p q fy
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lemma induction_tmul_mod
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{f g : ((⨂[R] i : ι1, s1 i) ⊗[R] N) →ₗ[R] M}
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(h : ∀ p m, f (PiTensorProduct.tprod R p ⊗ₜ[R] m) = g (PiTensorProduct.tprod R p ⊗ₜ[R] m)) : f = g := by
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apply TensorProduct.ext'
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refine fun y ↦
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PiTensorProduct.induction_on' y ?_ (by
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intro a b hy hx
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simp [map_add, add_tmul, tmul_add, hy, hx])
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intro ry fy
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intro x
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simp only [PiTensorProduct.tprodCoeff_eq_smul_tprod, smul_tmul, tmul_smul, map_smul]
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apply congrArg
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exact h fy x
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lemma induction_mod_tmul
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{f g : (N ⊗[R] ⨂[R] i : ι1, s1 i) →ₗ[R] M}
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(h : ∀ m p, f (m ⊗ₜ[R] PiTensorProduct.tprod R p) = g (m ⊗ₜ[R] PiTensorProduct.tprod R p)) : f = g := by
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apply TensorProduct.ext'
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intro x
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refine fun y ↦
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PiTensorProduct.induction_on' y ?_ (by
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intro a b hy hx
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simp [map_add, add_tmul, tmul_add, hy, hx])
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intro ry fy
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simp only [PiTensorProduct.tprodCoeff_eq_smul_tprod, smul_tmul, tmul_smul, map_smul]
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apply congrArg
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exact h x fy
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/-!
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# Dependent type version of PiTensorProduct.tmulEquiv
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-/
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instance : (i : ι1 ⊕ ι2) → AddCommMonoid ((fun i => Sum.elim s1 s2 i) i) := fun i =>
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match i with
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| Sum.inl i => inst1 i
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| Sum.inr i => inst2 i
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instance : (i : ι1 ⊕ ι2) → Module R ((fun i => Sum.elim s1 s2 i) i) := fun i =>
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match i with
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| Sum.inl i => inst1' i
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| Sum.inr i => inst2' i
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private def pureInl (f : (i : ι1 ⊕ ι2) → Sum.elim s1 s2 i) : (i : ι1) → s1 i :=
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fun i => f (Sum.inl i)
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private def pureInr (f : (i : ι1 ⊕ ι2) → Sum.elim s1 s2 i) : (i : ι2) → s2 i :=
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fun i => f (Sum.inr i)
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section
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variable [DecidableEq (ι1 ⊕ ι2)] [DecidableEq ι1] [DecidableEq ι2]
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lemma pureInl_update_left (f : (i : ι1 ⊕ ι2) → Sum.elim s1 s2 i) (x : ι1)
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(v1 : s1 x) : pureInl (Function.update f (Sum.inl x) v1) =
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Function.update (pureInl f) x v1 := by
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funext y
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simp only [pureInl, Function.update, Sum.inl.injEq, Sum.elim_inl]
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split
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· rename_i h
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subst h
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rfl
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· rfl
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lemma pureInr_update_left (f : (i : ι1 ⊕ ι2) → Sum.elim s1 s2 i) (x : ι1)
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(v2 : s1 x) :
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pureInr (Function.update f (Sum.inl x) v2) = (pureInr f) := by
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funext y
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simp [pureInr, Function.update, Sum.inl.injEq, Sum.elim_inl]
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lemma pureInr_update_right (f : (i : ι1 ⊕ ι2) → Sum.elim s1 s2 i) (x : ι2)
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(v2 : s2 x) : pureInr (Function.update f (Sum.inr x) v2) =
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Function.update (pureInr f) x v2 := by
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funext y
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simp only [pureInr, Function.update, Sum.inr.injEq, Sum.elim_inr]
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split
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· rename_i h
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subst h
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rfl
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· rfl
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lemma pureInl_update_right (f : (i : ι1 ⊕ ι2) → Sum.elim s1 s2 i) (x : ι2)
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(v1 : s2 x) :
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pureInl (Function.update f (Sum.inr x) v1) = (pureInl f) := by
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funext y
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simp [pureInl, Function.update, Sum.inr.injEq, Sum.elim_inr]
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end
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def domCoprod : MultilinearMap R (Sum.elim s1 s2) ((⨂[R] i : ι1, s1 i) ⊗[R] ⨂[R] i : ι2, s2 i) where
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toFun f := (PiTensorProduct.tprod R (pureInl f)) ⊗ₜ
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(PiTensorProduct.tprod R (pureInr f))
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map_add' f xy v1 v2 := by
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haveI : DecidableEq (ι1 ⊕ ι2) := inferInstance
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haveI : DecidableEq ι1 :=
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@Function.Injective.decidableEq ι1 (ι1 ⊕ ι2) Sum.inl _ Sum.inl_injective
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haveI : DecidableEq ι2 :=
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@Function.Injective.decidableEq ι2 (ι1 ⊕ ι2) Sum.inr _ Sum.inr_injective
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match xy with
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| Sum.inl xy =>
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simp only [Sum.elim_inl, pureInl_update_left, MultilinearMap.map_add, pureInr_update_left, ←
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add_tmul]
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| Sum.inr xy =>
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simp only [Sum.elim_inr, pureInr_update_right, MultilinearMap.map_add, pureInl_update_right, ←
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tmul_add]
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map_smul' f xy r p := by
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haveI : DecidableEq (ι1 ⊕ ι2) := inferInstance
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haveI : DecidableEq ι1 :=
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@Function.Injective.decidableEq ι1 (ι1 ⊕ ι2) Sum.inl _ Sum.inl_injective
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haveI : DecidableEq ι2 :=
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@Function.Injective.decidableEq ι2 (ι1 ⊕ ι2) Sum.inr _ Sum.inr_injective
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match xy with
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| Sum.inl x =>
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simp only [Sum.elim_inl, pureInl_update_left, MultilinearMap.map_smul, pureInr_update_left,
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smul_tmul, tmul_smul]
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| Sum.inr y =>
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simp only [Sum.elim_inr, pureInl_update_right, pureInr_update_right, MultilinearMap.map_smul,
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tmul_smul]
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def tmulSymm : (⨂[R] i : ι1 ⊕ ι2, (Sum.elim s1 s2) i) →ₗ[R]
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((⨂[R] i : ι1, s1 i) ⊗[R] ⨂[R] i : ι2, s2 i) := PiTensorProduct.lift domCoprod
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def elimPureTensor (p : (i : ι1) → s1 i) (q : (i : ι2) → s2 i) : (i : ι1 ⊕ ι2) → Sum.elim s1 s2 i :=
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fun x =>
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match x with
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| Sum.inl x => p x
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| Sum.inr x => q x
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section
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variable [DecidableEq ι1] [DecidableEq ι2]
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lemma elimPureTensor_update_right (p : (i : ι1) → s1 i) (q : (i : ι2) → s2 i)
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(y : ι2) (r : s2 y) : elimPureTensor p (Function.update q y r) =
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Function.update (elimPureTensor p q) (Sum.inr y) r := by
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funext x
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match x with
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| Sum.inl x =>
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simp only [Sum.elim_inl, ne_eq, reduceCtorEq, not_false_eq_true, Function.update_noteq]
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rfl
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| Sum.inr x =>
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change Function.update q y r x = _
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simp only [Function.update, Sum.inr.injEq, Sum.elim_inr]
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split_ifs
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· rename_i h
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subst h
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simp_all only
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· rfl
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@[simp]
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lemma elimPureTensor_update_left (p : (i : ι1) → s1 i) (q : (i : ι2) → s2 i)
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(x : ι1) (r : s1 x) : elimPureTensor (Function.update p x r) q =
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Function.update (elimPureTensor p q) (Sum.inl x) r := by
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funext y
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match y with
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| Sum.inl y =>
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change (Function.update p x r) y = _
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simp only [Function.update, Sum.inl.injEq, Sum.elim_inl]
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split_ifs
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· rename_i h
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subst h
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rfl
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· rfl
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| Sum.inr y =>
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simp only [Sum.elim_inr, ne_eq, reduceCtorEq, not_false_eq_true, Function.update_noteq]
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rfl
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end
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def elimPureTensorMulLin : MultilinearMap R s1
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(MultilinearMap R s2 (⨂[R] i : ι1 ⊕ ι2, (Sum.elim s1 s2) i)) where
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toFun p := {
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toFun := fun q => PiTensorProduct.tprod R (elimPureTensor p q)
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map_add' := fun m x v1 v2 => by
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haveI : DecidableEq ι2 := inferInstance
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haveI := Classical.decEq ι1
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simp only [elimPureTensor_update_right, MultilinearMap.map_add]
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map_smul' := fun m x r v => by
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haveI : DecidableEq ι2 := inferInstance
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haveI := Classical.decEq ι1
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simp only [elimPureTensor_update_right, MultilinearMap.map_smul]}
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map_add' p x v1 v2 := by
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haveI : DecidableEq ι1 := inferInstance
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haveI := Classical.decEq ι2
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apply MultilinearMap.ext
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intro y
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simp
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map_smul' p x r v := by
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haveI : DecidableEq ι1 := inferInstance
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haveI := Classical.decEq ι2
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apply MultilinearMap.ext
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intro y
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simp
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def tmul : ((⨂[R] i : ι1, s1 i) ⊗[R] ⨂[R] i : ι2, s2 i) →ₗ[R]
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⨂[R] i : ι1 ⊕ ι2, (Sum.elim s1 s2) i := TensorProduct.lift {
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toFun := fun a ↦
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PiTensorProduct.lift <|
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PiTensorProduct.lift (elimPureTensorMulLin) a,
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map_add' := fun a b ↦ by simp
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map_smul' := fun r a ↦ by simp}
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def tmulEquiv : ((⨂[R] i : ι1, s1 i) ⊗[R] ⨂[R] i : ι2, s2 i) ≃ₗ[R]
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⨂[R] i : ι1 ⊕ ι2, (Sum.elim s1 s2) i :=
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LinearEquiv.ofLinear tmul tmulSymm
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(by
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apply PiTensorProduct.ext
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apply MultilinearMap.ext
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intro p
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simp only [tmul, tmulSymm, domCoprod, LinearMap.compMultilinearMap_apply,
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LinearMap.coe_comp, Function.comp_apply, PiTensorProduct.lift.tprod, MultilinearMap.coe_mk,
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lift.tmul, LinearMap.coe_mk, AddHom.coe_mk]
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simp only [elimPureTensorMulLin, MultilinearMap.coe_mk, LinearMap.id_coe, id_eq]
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apply congrArg
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funext x
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match x with
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| Sum.inl x => rfl
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| Sum.inr x => rfl)
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(by
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apply tensorProd_piTensorProd_ext
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intro p q
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simp only [tmulSymm, domCoprod, tmul, elimPureTensorMulLin, LinearMap.coe_comp,
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Function.comp_apply, lift.tmul, LinearMap.coe_mk, AddHom.coe_mk, PiTensorProduct.lift.tprod,
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MultilinearMap.coe_mk, LinearMap.id_coe, id_eq]
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rfl)
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@[simp]
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lemma tmulEquiv_tmul_tprod (p : (i : ι1) → s1 i) (q : (i : ι2) → s2 i) :
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tmulEquiv ((PiTensorProduct.tprod R) p ⊗ₜ[R] (PiTensorProduct.tprod R) q) =
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(PiTensorProduct.tprod R) (elimPureTensor p q) := by
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simp only [tmulEquiv, tmul, elimPureTensorMulLin, LinearEquiv.ofLinear_apply, lift.tmul,
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LinearMap.coe_mk, AddHom.coe_mk, PiTensorProduct.lift.tprod, MultilinearMap.coe_mk]
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end tmulEquiv
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end HepLean.PiTensorProduct
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