import Mathlib import OAI.Combinatorics.MatchingCount.Graphs.PathActivity namespace OAI namespace MatchingFPRAS.Enlargement open MatchingFPRAS.Switching MatchingFPRAS.Subdivision MatchingFPRAS.RealGeometry open Finset variable {V E : Type*} [Fintype V] [LinearOrder V] [Fintype E] [LinearOrder E] lemma consumed_destination_injective {m : ℕ} (hm : Even m) (u v : E → V) (huv : ∀ e, u e ≠ v e) (R₀ : Finset V) (U : E → Finset (Fin m)) (b : E → Selection m) (hb : FamilyHoles u v m R₀ U b) (d : E → HoleBlocks m) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hp : ∀ e, (d e).Parity) (q : Vertex V E m × Vertex V E m) (hq : q ∈ consumedPairs u v m d) (q' : Vertex V E m × Vertex V E m) (hq' : q' ∈ consumedPairs u v m d) (hqq : q.2=q'.2) : q=q' := by obtain ⟨e,j,h | h⟩ := (mem_consumedPairs u v d q).mp hq · obtain ⟨hj,rfl⟩ := h obtain ⟨e',j',h' | h'⟩ := (mem_consumedPairs u v d q').mp hq' · obtain ⟨hj',rfl⟩ := h' have hx : u e=u e' := Sum.inl_injective hqq have hee := uses_unique hb (left_consumes hb d he hp e hj) (hx.symm ▸ left_consumes hb d he hp e' hj') subst e' have hjj := Option.mem_unique hj hj' subst j' rfl · obtain ⟨hj',rfl⟩ := h' have hx : u e=v e' := Sum.inl_injective hqq have hee := uses_unique hb (left_consumes hb d he hp e hj) (hx.symm ▸ right_consumes hm hb d he hp e' hj') subst e' exact (huv e hx).elim · obtain ⟨hj,rfl⟩ := h obtain ⟨e',j',h' | h'⟩ := (mem_consumedPairs u v d q').mp hq' · obtain ⟨hj',rfl⟩ := h' have hx : v e=u e' := Sum.inl_injective hqq have hee := uses_unique hb (right_consumes hm hb d he hp e hj) (hx.symm ▸ left_consumes hb d he hp e' hj') subst e' exact (huv e hx.symm).elim · obtain ⟨hj',rfl⟩ := h' have hx : v e=v e' := Sum.inl_injective hqq have hee := uses_unique hb (right_consumes hm hb d he hp e hj) (hx.symm ▸ right_consumes hm hb d he hp e' hj') subst e' have hjj := Option.mem_unique hj hj' subst j' rfl lemma destination_nodup {m : ℕ} (hm : Even m) (u v : E → V) (huv : ∀ e, u e ≠ v e) (R₀ : Finset V) (U : E → Finset (Fin m)) (b : E → Selection m) (hb : FamilyHoles u v m R₀ U b) (d : E → HoleBlocks m) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hp : ∀ e, (d e).Parity) : ((consumedPairs u v m d).map Prod.snd).Nodup := by have hn := (List.nodup_append.mp (source_lists_nodup u v U d he)).2.1 have hnd : (consumedPairs u v m d).Nodup := List.Nodup.of_map Prod.fst hn exact List.Nodup.map_on (consumed_destination_injective hm u v huv R₀ U b hb d he hp) hnd lemma consumed_fresh {m : ℕ} (hm : Even m) (u v : E → V) (R₀ : Finset V) (U : E → Finset (Fin m)) (b : E → Selection m) (hb : FamilyHoles u v m R₀ U b) (d : E → HoleBlocks m) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hp : ∀ e, (d e).Parity) (q : Vertex V E m × Vertex V E m) (hq : q ∈ consumedPairs u v m d) : q.2 ∉ enlargedHoles m R₀ U := by obtain ⟨e,j,h | h⟩ := (mem_consumedPairs u v d q).mp hq · obtain ⟨hj,rfl⟩ := h simpa using uses_not_hole hb (left_consumes hb d he hp e hj) · obtain ⟨hj,rfl⟩ := h simpa using uses_not_hole hb (right_consumes hm hb d he hp e hj) @[simp] lemma mem_neutral_vertex_left (m : ℕ) (d : E → HoleBlocks m) (x : V) : Sum.inl x ∉ pairVertices (neutralPairs m d) := by rw [pairVertices_neutral] simp @[simp] lemma mem_neutral_vertex_right (m : ℕ) (d : E → HoleBlocks m) (e : E) (j : Fin m) : Sum.inr (e,j) ∈ pairVertices (neutralPairs (V := V) m d) ↔ j ∈ (d e).neutral.flatMap (fun q => [q.1,q.2]) := by rw [pairVertices_neutral] simp only [List.mem_flatMap,Finset.mem_toList,Finset.mem_univ,true_and,List.mem_map, Sum.inr.injEq,Prod.mk.injEq] constructor · rintro ⟨e',j',hj,hee,hjj⟩ subst e'; subst j'; exact hj · intro hj; exact ⟨e,j,hj,rfl,rfl⟩ @[simp] lemma mem_consumed_source_left (u v : E → V) (m : ℕ) (d : E → HoleBlocks m) (x : V) : Sum.inl x ∉ (consumedPairs u v m d).map Prod.fst := by rw [consumed_sources] simp @[simp] lemma mem_consumed_source_right (u v : E → V) (m : ℕ) (d : E → HoleBlocks m) (e : E) (j : Fin m) : Sum.inr (e,j) ∈ (consumedPairs u v m d).map Prod.fst ↔ j ∈ (d e).left ∨ j ∈ (d e).right := by rw [consumed_sources] simp only [List.mem_flatMap,Finset.mem_toList,Finset.mem_univ,true_and,List.mem_map, Sum.inr.injEq,Prod.mk.injEq,List.mem_append,Option.mem_toList] constructor · rintro ⟨e',j',hj,hee,hjj⟩ subst e'; subst j'; exact hj · intro hj; exact ⟨e,j,hj,rfl,rfl⟩ omit [Fintype V] [LinearOrder V] [LinearOrder E] in @[simp] lemma mem_consumed_destination_right [Fintype V] [LinearOrder V] [LinearOrder E] (u v : E → V) (m : ℕ) (d : E → HoleBlocks m) (e : E) (j : Fin m) : Sum.inr (e,j) ∉ (consumedPairs u v m d).map Prod.snd := by simp [consumedPairs,List.map_flatMap,List.map_append,List.map_map,Function.comp_def] lemma mem_consumed_destination_left {m : ℕ} (hm : Even m) (u v : E → V) (R₀ : Finset V) (U : E → Finset (Fin m)) (b : E → Selection m) (hb : FamilyHoles u v m R₀ U b) (d : E → HoleBlocks m) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hp : ∀ e, (d e).Parity) (x : V) : Sum.inl x ∈ (consumedPairs u v m d).map Prod.snd ↔ ∃ e ∈ broken U, Uses u v b e x := by constructor · rintro h obtain ⟨q,hq,hqx⟩ := List.mem_map.mp h obtain ⟨e,j,h | h⟩ := (mem_consumedPairs u v d q).mp hq · obtain ⟨hj,rfl⟩ := h have hx : u e=x := Sum.inl_injective hqx refine ⟨e,(mem_broken U e).mpr ⟨j,(d e).left_mem (he e) hj⟩,?_⟩ exact hx ▸ left_consumes hb d he hp e hj · obtain ⟨hj,rfl⟩ := h have hx : v e=x := Sum.inl_injective hqx refine ⟨e,(mem_broken U e).mpr ⟨j,(d e).right_mem (he e) hj⟩,?_⟩ exact hx ▸ right_consumes hm hb d he hp e hj · rintro ⟨e,hbr,hus⟩ have hU : (U e).Nonempty := (mem_broken U e).mp hbr rcases hus with ⟨hleft,hx⟩ | ⟨hright,hx⟩ · have hsome := ((d e).left_uses (hb.1 e) hU (he e) (hp e)).mp hleft obtain ⟨j,hj⟩ := Option.isSome_iff_exists.mp hsome apply List.mem_map.mpr refine ⟨(Sum.inr (e,j),Sum.inl (u e)),?_,by simp only [hx]⟩ apply (mem_consumedPairs u v d _).mpr exact ⟨e,j,Or.inl ⟨hj,rfl⟩⟩ · have hsome := ((d e).right_uses hm (hb.1 e) hU (he e) (hp e)).mp hright obtain ⟨j,hj⟩ := Option.isSome_iff_exists.mp hsome apply List.mem_map.mpr refine ⟨(Sum.inr (e,j),Sum.inl (v e)),?_,by simp only [hx]⟩ apply (mem_consumedPairs u v d _).mpr exact ⟨e,j,Or.inr ⟨hj,rfl⟩⟩ lemma internal_covered {m : ℕ} (u v : E → V) (U : E → Finset (Fin m)) (d : E → HoleBlocks m) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (e : E) (j : Fin m) : j ∈ U e ↔ Sum.inr (e,j) ∈ pairVertices (neutralPairs (V := V) m d) ∨ Sum.inr (e,j) ∈ (consumedPairs u v m d).map Prod.fst := by rw [mem_neutral_vertex_right,mem_consumed_source_right,← Finset.mem_sort (· ≤ ·),← he e] simp only [HoleBlocks.flatten,List.mem_append,Option.mem_toList] tauto theorem charged_set_eq {m : ℕ} (hm : Even m) (u v : E → V) (R₀ : Finset V) (U : E → Finset (Fin m)) (b : E → Selection m) (hb : FamilyHoles u v m R₀ U b) (d : E → HoleBlocks m) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hp : ∀ e, (d e).Parity) : ((enlargedHoles m R₀ U \ (pairVertices (neutralPairs m d)).toFinset) \ ((consumedPairs u v m d).map Prod.fst).toFinset) ∪ ((consumedPairs u v m d).map Prod.snd).toFinset = (residualHoles u v R₀ U b).map ⟨Sum.inl,Sum.inl_injective⟩ := by classical ext a cases a with | inl x => simp only [Finset.mem_union,Finset.mem_sdiff,List.mem_toFinset,mem_enlargedHoles_left, mem_neutral_vertex_left,mem_consumed_source_left,not_false_eq_true,and_true, Finset.mem_map,Function.Embedding.coeFn_mk,Sum.inl.injEq,exists_eq_right, mem_residualHoles,mem_consumed_destination_left hm u v R₀ U b hb d he hp] | inr a => obtain ⟨e,j⟩ := a simp only [Finset.mem_union,Finset.mem_sdiff,List.mem_toFinset,mem_enlargedHoles_right, mem_consumed_destination_right,or_false,Finset.mem_map,Function.Embedding.coeFn_mk, Sum.inl_ne_inr,and_false,exists_false] have hc := (internal_covered u v U d he e j).mp tauto noncomputable def holeStrength (p : ℕ) (B Hu Hv : E → ℝ) : Vertex V E (4*p) → ℝ | Sum.inl _ => 1 | Sum.inr (e,j) => internalStrength p (B e) (Hu e) (Hv e) j noncomputable def neutralCharge (p : ℕ) (B Hu Hv lam : E → ℝ) : Vertex V E (4*p) × Vertex V E (4*p) → ℝ | (Sum.inr (e,j),Sum.inr (_,k)) => neutralFactor p (B e) (Hu e) (Hv e) (lam e) j k | _ => 0 noncomputable def consumedCharge (u : E → V) (p : ℕ) (B Hu Hv lam : E → ℝ) : Vertex V E (4*p) × Vertex V E (4*p) → ℝ | (Sum.inr (e,j),Sum.inl x) => if x=u e then leftFactor p (B e) (Hu e) (Hv e) (lam e) j else rightFactor p (B e) (Hu e) (Hv e) (lam e) j | _ => 0 noncomputable def totalDeletionCharge (u v : E → V) (p : ℕ) (B Hu Hv lam : E → ℝ) (d : E → HoleBlocks (4*p)) : ℝ := ((neutralPairs (V := V) (4*p) d).map (neutralCharge p B Hu Hv lam)).prod * ((consumedPairs u v (4*p) d).map (consumedCharge u p B Hu Hv lam)).prod theorem deletion_charge_trace (u v : E → V) (huv : ∀ e, u e ≠ v e) (p : ℕ) (hp : 1 ≤ p) (B Hu Hv lam : E → ℝ) (hB : ∀ e, 1 ≤ B e) (hHu : ∀ e, 0 ≤ Hu e) (hHv : ∀ e, 0 ≤ Hv e) (hlam0 : ∀ e, 0 ≤ lam e) (hlam : ∀ e, lam e ≤ B e) (R₀ : Finset V) (U : E → Finset (Fin (4*p))) (b : E → Selection (4*p)) (hb : FamilyHoles u v (4*p) R₀ U b) (d : E → HoleBlocks (4*p)) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hpar : ∀ e, (d e).Parity) : ChargeTrace (realBottleneck u v p B Hu Hv lam) (enlargedHoles (4*p) R₀ U) ((residualHoles u v R₀ U b).map ⟨Sum.inl,Sum.inl_injective⟩) (totalDeletionCharge u v p B Hu Hv lam d) := by classical have hm : Even (4*p) := ⟨2*p,by omega⟩ have hB0 : ∀ e, 0 < B e := fun e => lt_of_lt_of_le zero_lt_one (hB e) have hs := source_lists_nodup u v U d he let N := neutralPairs (V := V) (4*p) d let C := consumedPairs u v (4*p) d let H := enlargedHoles (4*p) R₀ U let BB := realBottleneck u v p B Hu Hv lam let T := holeStrength (V := V) p B Hu Hv let fN := neutralCharge (V := V) p B Hu Hv lam let fC := consumedCharge u p B Hu Hv lam have hsubN : ∀ a ∈ pairVertices N, a ∈ H := by intro a ha cases a with | inl x => exact (mem_neutral_vertex_left (4*p) d x ha).elim | inr a => obtain ⟨e,j⟩ := a exact (mem_enlargedHoles_right (4*p) R₀ U e j).mpr ((internal_covered u v U d he e j).mpr (Or.inl ha)) have hlocalN : ∀ q ∈ N, 0 < T q.1 ∧ 0 < T q.2 ∧ 0 ≤ fN q ∧ (∀ a, a ≠ q.1 → BB q.1 a ≤ T q.1) ∧ (∀ a, a ≠ q.2 → BB q.2 a ≤ T q.2) ∧ fN q*T q.1*T q.2 ≤ BB q.1 q.2 := by intro q hq obtain ⟨e,r,hr,rfl⟩ := (mem_neutralPairs d q).mp hq refine ⟨(hB0 e).trans_le (le_internalStrength _ _ _ _ _), (hB0 e).trans_le (le_internalStrength _ _ _ _ _), neutralFactor_nonneg p _ _ _ _ (hB0 e) (hlam0 e) _ _,?_,?_,?_⟩ · intro a _; exact realBottleneck_internal_cap u v p hp B Hu Hv lam hB hHu hHv hlam e r.1 a · intro a _; exact realBottleneck_internal_cap u v p hp B Hu Hv lam hB hHu hHv hlam e r.2 a · exact neutral_local_charge u v huv p hp B Hu Hv lam hB0 hHu hHv hlam e r.1 r.2 ((d e).neutral_lt (he e) r hr) have hsubC : ∀ q ∈ C, q.1 ∈ H \ (pairVertices N).toFinset := by intro q hq have hq' : q.1 ∈ C.map Prod.fst := List.mem_map.mpr ⟨q,hq,rfl⟩ refine Finset.mem_sdiff.mpr ⟨?_,?_⟩ · cases hqa : q.1 with | inl x => exact (mem_consumed_source_left u v (4*p) d x (hqa ▸ hq')).elim | inr a => obtain ⟨e,j⟩ := a rw [mem_enlargedHoles_right] exact (internal_covered u v U d he e j).mpr (Or.inr (hqa ▸ hq')) · intro hn exact (List.nodup_append.mp hs).2.2 q.1 (List.mem_toFinset.mp hn) q.1 hq' rfl have hfresh : ∀ q ∈ C, q.2 ∉ H \ (pairVertices N).toFinset := by intro q hq hmem exact consumed_fresh hm u v R₀ U b hb d he hpar q hq (Finset.mem_sdiff.mp hmem).1 have hlocalC : ∀ q ∈ C, 0 < T q.1 ∧ 0 ≤ fC q ∧ (∀ a, a ≠ q.1 → BB q.1 a ≤ T q.1) ∧ fC q*T q.1 ≤ BB q.1 q.2 := by intro q hq obtain ⟨e,j,h | h⟩ := (mem_consumedPairs u v d q).mp hq · obtain ⟨hj,rfl⟩ := h have hc : fC (Sum.inr (e,j),Sum.inl (u e))=leftFactor p (B e) (Hu e) (Hv e) (lam e) j := by simp [fC,consumedCharge] rw [hc] refine ⟨(hB0 e).trans_le (le_internalStrength _ _ _ _ _), leftFactor_nonneg p _ _ _ _ (hB0 e) (hlam0 e) _,?_,?_⟩ · intro a _; exact realBottleneck_internal_cap u v p hp B Hu Hv lam hB hHu hHv hlam e j a · exact left_local_charge u v huv p hp B Hu Hv lam hB0 hHu hlam e j · obtain ⟨hj,rfl⟩ := h have hc : fC (Sum.inr (e,j),Sum.inl (v e))=rightFactor p (B e) (Hu e) (Hv e) (lam e) j := by simp [fC,consumedCharge,(huv e).symm] rw [hc] refine ⟨(hB0 e).trans_le (le_internalStrength _ _ _ _ _), rightFactor_nonneg p _ _ _ _ (hB0 e) (hlam0 e) _,?_,?_⟩ · intro a _; exact realBottleneck_internal_cap u v p hp B Hu Hv lam hB hHu hHv hlam e j a · exact right_local_charge u v huv p hp B Hu Hv lam hB0 hHv hlam e j have htN := charge_remove_list BB T fN N H (List.nodup_append.mp hs).1 hsubN hlocalN have htC := charge_replace_list BB T fC C (H \ (pairVertices N).toFinset) (List.nodup_append.mp hs).2.1 (destination_nodup hm u v huv R₀ U b hb d he hpar) hsubC hfresh hlocalC have hC0 : 0 ≤ (C.map fC).prod := by apply List.prod_nonneg intro a ha obtain ⟨q,hq,rfl⟩ := List.mem_map.mp ha exact (hlocalC q hq).2.1 have htrace := htN.trans htC hC0 change ChargeTrace _ _ _ (totalDeletionCharge u v p B Hu Hv lam d) at htrace simpa only [N,C,H,charged_set_eq hm u v R₀ U b hb d he hpar] using htrace theorem deletion_capacity_bound (w : V → V → ℝ) (hw : ∀ a b, 0 < w a b) (p : ℕ) (hp : 1 ≤ p) (Hu Hv : LogicalEdge V → ℝ) (hHu : ∀ e, 0 ≤ Hu e) (hHv : ∀ e, 0 ≤ Hv e) (R₀ : Finset V) (U : LogicalEdge V → Finset (Fin (4*p))) (b : LogicalEdge V → Selection (4*p)) (hb : FamilyHoles source target (4*p) R₀ U b) (d : LogicalEdge V → HoleBlocks (4*p)) (he : ∀ e, (d e).flatten=(U e).sort (· ≤ ·)) (hpar : ∀ e, (d e).Parity) (hH : Even (enlargedHoles (4*p) R₀ U).card) : ∃ hR : Even (residualHoles source target R₀ U b).card, pairingCapacity (realBottleneck source target p (fun e => bottleneck w (source e) (target e)) Hu Hv (logicalActivity w)) (enlargedHoles (4*p) R₀ U) hH * totalDeletionCharge source target p (fun e => bottleneck w (source e) (target e)) Hu Hv (logicalActivity w) d ≤ pairingCapacity (bottleneck w) (residualHoles source target R₀ U b) hR := by classical have ht := deletion_charge_trace source target source_ne_target p hp (fun e => bottleneck w (source e) (target e)) Hu Hv (logicalActivity w) (fun e => one_le_bottleneck w _ _) hHu hHv (fun e => by unfold logicalActivity edgeActivity; split_ifs <;> exact (hw _ _).le) (fun e => edgeActivity_le_bottleneck w _ _ (source_ne_target e)) R₀ U b hb d he hpar obtain ⟨hR,hle⟩ := ChargeTrace.capacity_bound_decidable _ (fun a b => bottleneck_comm _ a b) (fun a b => zero_le_one.trans (one_le_bottleneck _ a b)) (fun a b c hab hac hbc => bottleneck_ultrametric _ a b c hab hac hbc) ht hH have hR' : Even (residualHoles source target R₀ U b).card := by simpa using hR refine ⟨hR',?_⟩ have hx := pairingCapacity_sum_inl (terminal_lt_iff (4*p)) (bottleneck w) _ (terminal_bottleneck w p hp Hu Hv) _ hR' hR apply hle.trans_eq convert hx using 1 rfl noncomputable def blockCharge (p : ℕ) (B Hu Hv lam : ℝ) (d : HoleBlocks (4*p)) : ℝ := (d.left.toList.map (leftFactor p B Hu Hv lam)).prod * (d.neutral.map (fun q => neutralFactor p B Hu Hv lam q.1 q.2)).prod * (d.right.toList.map (rightFactor p B Hu Hv lam)).prod lemma blockCharge_potential (p : ℕ) (B Hu Hv lam : ℝ) (hlam : lam ≠ 0) (U : Finset (Fin (4*p))) (d : HoleBlocks (4*p)) (he : d.flatten=U.sort (· ≤ ·)) (hp : d.Parity) : blockCharge p B Hu Hv lam d = (if d.right.isSome then lam else 1) * ((d.flatten.map (fun j => vertexPotential p B Hu Hv lam (j.val+1))).prod)⁻¹ := by let z := fun j : Fin (4*p) => vertexPotential p B Hu Hv lam (j.val+1) have hleft : (d.left.toList.map (leftFactor p B Hu Hv lam)).prod = ((d.left.toList.map z).prod)⁻¹ := by cases hl : d.left with | none => simp | some j => have hj := hp.1 j (by simp [hl]) simpa [hl,z] using leftFactor_eq_potential p B Hu Hv lam j hj have hright : (d.right.toList.map (rightFactor p B Hu Hv lam)).prod = (if d.right.isSome then lam else 1) * ((d.right.toList.map z).prod)⁻¹ := by cases hr : d.right with | none => simp | some j => have hj := hp.2.2 j (by simp [hr]) simpa [hr,z,div_eq_mul_inv] using rightFactor_eq_potential p B Hu Hv lam hlam j hj have hneutral : (d.neutral.map (fun q => neutralFactor p B Hu Hv lam q.1 q.2)).prod = (((d.neutral.flatMap (fun q => [q.1,q.2])).map z).prod)⁻¹ := by have hh : d.neutral.map (fun q => neutralFactor p B Hu Hv lam q.1 q.2)= d.neutral.map (fun q => (z q.1*z q.2)⁻¹) := by apply List.map_congr_left intro q hq exact neutralFactor_eq_potential p B Hu Hv lam hlam q.1 q.2 (d.neutral_lt he q hq) (hp.2.1 q hq).1 (hp.2.1 q hq).2 rw [hh] simp only [List.flatMap_def] simp [List.prod_inv,Function.comp_def] unfold blockCharge rw [hleft,hright,hneutral] simp only [HoleBlocks.flatten,List.map_append,List.prod_append,mul_inv_rev] change _ = (if d.right.isSome then lam else 1) * _ ring noncomputable def pathConstant (p : ℕ) (B Hu Hv : ℝ) : ℝ := (∏ r : Fin p, max B (Hu/2^r.val)) * (∏ r : Fin p, max B (Hv/2^r.val)) lemma forcing_weight_charge (p : ℕ) (B Hu Hv lam : ℝ) (hB : 0 < B) (hlam : 0 < lam) (U : Finset (Fin (4*p))) (b : Selection (4*p)) (hb : Valid U b) (d : HoleBlocks (4*p)) (he : d.flatten=U.sort (· ≤ ·)) (hp : d.Parity) : (if U.Nonempty then selectedWeight (profileActivity p B Hu Hv lam) b else pathConstant p B Hu Hv) = pathConstant p B Hu Hv * blockCharge p B Hu Hv lam d := by classical rw [blockCharge_potential p B Hu Hv lam hlam.ne' U d he hp] by_cases hU : U.Nonempty · rw [ite_eq_left hU] let z : Fin (4*p+2) → ℝ := fun i => vertexPotential p B Hu Hv lam i.val have hprof : (fun i : Fin (4*p+1) => z i.castSucc*z i.succ)=profileActivity p B Hu Hv lam := by funext i exact (profile_vertexPotential p B Hu Hv lam hlam.ne' i).symm have hh := selectedWeight_hole_product (show Even (4*p) from ⟨2*p,by omega⟩) U b hb z rw [hprof,exact_profile_weight] at hh have hprod : (d.flatten.map (fun j => vertexPotential p B Hu Hv lam (j.val+1))).prod = ∏ j ∈ U, z j.succ.castSucc := by rw [he,((Finset.sort_perm_toList U (· ≤ ·)).map _).prod_eq,Finset.prod_map_toList] rfl have hz0 : z 0=1 := vertexPotential_zero p B Hu Hv lam have hzlast : z (Fin.last (4*p+1))=lam := vertexPotential_last p B Hu Hv lam have hr : (b (Fin.last (4*p))=true) ↔ d.right.isSome := d.right_uses ⟨2*p,by omega⟩ hb hU he hp have hl : (if b 0 then z 0 else 1)=1 := by rw [hz0]; split_ifs <;> rfl simp only [Bool.false_eq_true,ite_false,mul_one,hl,hzlast] at hh simp only [hr] at hh have hz : (∏ j ∈ U, z j.succ.castSucc) ≠ 0 := by apply ne_of_gt apply Finset.prod_pos intro j hj exact vertexPotential_pos p B Hu Hv lam hB hlam _ rw [hprod] change _=pathConstant p B Hu Hv * ((if d.right.isSome then lam else 1)*_) apply (mul_right_cancel₀ hz) rw [mul_assoc,mul_assoc,inv_mul_cancel₀ hz,mul_one] exact hh · rw [ite_eq_right hU] have hh : d.flatten=[] := by rw [he,Finset.not_nonempty_iff_eq_empty.mp hU]; simp have hr : d.right=none := by have he' := hh simp only [HoleBlocks.flatten,List.append_eq_nil_iff] at he' cases hr : d.right <;> simp_all simp [hh,hr] end MatchingFPRAS.Enlargement end OAI