import OAI.Computability.BinPacking.Inventory.InventoryPrefixConservation namespace OAI namespace BinPackingGap open scoped BigOperators theorem encoded_pattern_role_sum {n : ℕ} (p : Pattern) (v : Fin n) (w : Role → ℚ) : (∑ r, encodedSize (patternSubclass p r) (tableRoleLabel v v v r) (w r)) = 1 + nu n * ∑ r, w r := by have hp : (∑ r, primaryScore (patternSubclass p r)) = 0 := sum_primaryScore_eq_zero_of_coefficients _ (pattern_primaryCoeff_sum p) have hq : (∑ r, secondaryScore (patternSubclass p r) (tableRoleLabel v v v r)) = 0 := by rw [Role.sum_univ] cases p <;> simp [secondaryScore, patternSubclass, Subclass.role, tableRoleLabel] <;> ring have hpQ : (∑ r, (primaryScore (patternSubclass p r) : ℚ)) = 0 := by exact_mod_cast hp have hqQ : (∑ r, (secondaryScore (patternSubclass p r) (tableRoleLabel v v v r) : ℚ)) = 0 := by exact_mod_cast hq calc _ = (∑ _r : Role, (1 / 5 : ℚ)) + gamma * (∑ r, (primaryScore (patternSubclass p r) : ℚ)) + mu n * (∑ r, (secondaryScore (patternSubclass p r) (tableRoleLabel v v v r) : ℚ)) + nu n * ∑ r, w r := by simp only [encodedSize, Finset.sum_add_distrib, Finset.mul_sum] _ = _ := by rw [hpQ, hqQ]; norm_num namespace InventoryData variable (D : InventoryData) def localTemplateItems {v : D.Vertex} (row : D.RowAt v) (anchor : D.AnchorAt v) (u : D.GlobalCopy) (l : D.LocalAt v) (flag : D.FlagCopy) : Role → D.Item | .x => ⟨.x, ⟨v, row⟩⟩ | .anchor => ⟨.anchor, ⟨v, anchor⟩⟩ | .«global» => ⟨.«global», u⟩ | .«local» => ⟨.«local», ⟨v, l⟩⟩ | .flag => ⟨.flag, flag⟩ @[simp] theorem localTemplateItems_role {v : D.Vertex} (row : D.RowAt v) (anchor : D.AnchorAt v) (u : D.GlobalCopy) (l : D.LocalAt v) (flag : D.FlagCopy) (r : Role) : D.itemRole (D.localTemplateItems row anchor u l flag r) = r := by cases r <;> rfl theorem localTemplateItems_injective {v : D.Vertex} (row : D.RowAt v) (anchor : D.AnchorAt v) (u : D.GlobalCopy) (l : D.LocalAt v) (flag : D.FlagCopy) : Function.Injective (D.localTemplateItems row anchor u l flag) := by intro r s h simpa only [localTemplateItems_role] using congrArg D.itemRole h @[simp] theorem localTemplateItems_label {v : D.Vertex} (row : D.RowAt v) (anchor : D.AnchorAt v) (u : D.GlobalCopy) (l : D.LocalAt v) (flag : D.FlagCopy) (r : Role) : D.itemLabel (D.localTemplateItems row anchor u l flag r) = tableRoleLabel v v v r := by cases r <;> rfl theorem localTemplate_coordinate_sum {v : D.Vertex} (row : D.RowAt v) (anchor : D.AnchorAt v) (u : D.GlobalCopy) (l : D.LocalAt v) (flag : D.FlagCopy) : (∑ r, D.itemCoordinate (D.localTemplateItems row anchor u l flag r)) = D.rowCoordinate row + D.anchorCoordinate anchor + D.globalCoordinate u - D.localLength l := by rw [Role.sum_univ] simp only [localTemplateItems, itemCoordinate, localCoordinate, add_zero] ring theorem localTemplate_size_sum {v : D.Vertex} (row : D.RowAt v) (anchor : D.AnchorAt v) (u : D.GlobalCopy) (l : D.LocalAt v) (flag : D.FlagCopy) (p : Pattern) (hpattern : ∀ r, D.itemSubclass (D.localTemplateItems row anchor u l flag r) = patternSubclass p r) : (∑ r, D.itemSize (D.localTemplateItems row anchor u l flag r)) = 1 + nu D.graph.n * ∑ r, D.itemCoordinate (D.localTemplateItems row anchor u l flag r) := by simp only [itemSize, hpattern, localTemplateItems_label] exact encoded_pattern_role_sum p v _ def stateMainPattern {v : D.Vertex} : D.MBase v → Pattern | .inl (.inl _) => .plusTree | .inl (.inr (.inl _)) => .minusTree | .inl (.inr (.inr _)) => .plusTree | .inr _ => .mainJob theorem stateMainTemplate_pattern {v : D.Vertex} (selected : Bool) (b z : D.MBase v) (l : D.DMAt v) (u : D.GlobalCopy) (f : D.FlagCopy) (hu : u.1 = D.stateMainGlobalSpecies selected b) (hf : f.1 = D.stateFlagSpecies (.inl b)) (r : Role) : D.itemSubclass (D.localTemplateItems (D.stateMainRow v selected b) (.inl z) u (.inl l) f r) = patternSubclass (D.stateMainPattern b) r := by rcases u with ⟨us, ui⟩ rcases f with ⟨fs, fi⟩ change us = D.stateMainGlobalSpecies selected b at hu change fs = D.stateFlagSpecies (.inl b) at hf subst us subst fs rcases b with (⟨node, copy⟩ | (⟨node, copy⟩ | padding)) | job all_goals cases r <;> rfl theorem stateMainGlobal_coordinate {v : D.Vertex} (selected : Bool) (b : D.MBase v) (u : D.GlobalCopy) (hu : u.1 = D.stateMainGlobalSpecies selected b) : D.globalCoordinate u = -D.stateMainLength selected b := by rcases u with ⟨us, ui⟩ change us = D.stateMainGlobalSpecies selected b at hu subst us rcases b with (⟨node, copy⟩ | (⟨node, copy⟩ | padding)) | job <;> rfl theorem stateMainTemplate_size_eq {v : D.Vertex} (selected : Bool) (b z : D.MBase v) (l : D.DMAt v) (u : D.GlobalCopy) (f : D.FlagCopy) (hu : u.1 = D.stateMainGlobalSpecies selected b) (hf : f.1 = D.stateFlagSpecies (.inl b)) : (∑ r, D.itemSize (D.localTemplateItems (D.stateMainRow v selected b) (.inl z) u (.inl l) f r)) = 1 + nu D.graph.n * (D.rowCoordinate (D.stateMainRow v selected b) - D.stateMainLength selected b - D.localLength (.inl l) - D.deadline z) := by rw [D.localTemplate_size_sum _ _ _ _ _ (D.stateMainPattern b) (D.stateMainTemplate_pattern selected b z l u f hu hf)] rw [D.localTemplate_coordinate_sum, D.stateMainGlobal_coordinate selected b u hu] simp only [anchorCoordinate] ring theorem stateMainTemplate_feasible_iff {v : D.Vertex} (selected : Bool) (b z : D.MBase v) (l : D.DMAt v) (u : D.GlobalCopy) (f : D.FlagCopy) (hu : u.1 = D.stateMainGlobalSpecies selected b) (hf : f.1 = D.stateFlagSpecies (.inl b)) : ((∑ r, D.itemSize (D.localTemplateItems (D.stateMainRow v selected b) (.inl z) u (.inl l) f r)) ≤ 1) ↔ D.rowCoordinate (D.stateMainRow v selected b) - D.stateMainLength selected b - D.localLength (.inl l) ≤ D.deadline z := by rw [D.stateMainTemplate_size_eq selected b z l u f hu hf] have hnu := nu_pos D.graph.n constructor · intro h have hmul : nu D.graph.n * (D.rowCoordinate (D.stateMainRow v selected b) - D.stateMainLength selected b - D.localLength (.inl l) - D.deadline z) ≤ nu D.graph.n * 0 := by linarith exact sub_nonpos.mp (le_of_mul_le_mul_left hmul hnu) · intro h have hmul := mul_nonpos_of_nonneg_of_nonpos hnu.le (sub_nonpos.mpr h) linarith theorem edgeTemplate_size_eq {v : D.Vertex} (short permit : Bool) (j : D.JobCopy v) (u : D.GlobalCopy) (f : D.FlagCopy) (hu : u.1 = .edge (D.jobPosition j).1 permit) (hf : f.1 = .edge) : (∑ r, D.itemSize (D.localTemplateItems (.inr (short, j)) (.inr j) u (.inr j) f r)) = 1 + nu D.graph.n * ((if permit then 0 else Geometry.delta D.graph.edges.length D.R D.geometryBound D.L) - (if short then Geometry.delta D.graph.edges.length D.R D.geometryBound D.L else 0)) := by rcases u with ⟨us, ui⟩ rcases f with ⟨fs, fi⟩ change us = .edge (D.jobPosition j).1 permit at hu change fs = .edge at hf subst us subst fs rw [D.localTemplate_size_sum _ _ _ _ _ .edgeJob (by intro r; cases r <;> rfl)] rw [D.localTemplate_coordinate_sum] simp only [rowCoordinate, rowBaseline, rowShort, anchorCoordinate, globalCoordinate, localLength] cases short <;> cases permit <;> simp <;> ring_nf <;> simp theorem edgeTemplate_feasible_iff {v : D.Vertex} (short permit : Bool) (j : D.JobCopy v) (u : D.GlobalCopy) (f : D.FlagCopy) (hu : u.1 = .edge (D.jobPosition j).1 permit) (hf : f.1 = .edge) : ((∑ r, D.itemSize (D.localTemplateItems (.inr (short, j)) (.inr j) u (.inr j) f r)) ≤ 1) ↔ short = true ∨ permit = true := by rw [D.edgeTemplate_size_eq short permit j u f hu hf] have hnu := nu_pos D.graph.n have hdelta := Geometry.delta_pos D.graph.edges.length D.R D.geometryBound D.L have hproduct := mul_pos hnu hdelta cases short <;> cases permit <;> simp <;> nlinarith theorem edgeTemplate_short_feasible {v : D.Vertex} (permit : Bool) (j : D.JobCopy v) (u : D.GlobalCopy) (f : D.FlagCopy) (hu : u.1 = .edge (D.jobPosition j).1 permit) (hf : f.1 = .edge) : (∑ r, D.itemSize (D.localTemplateItems (.inr (true, j)) (.inr j) u (.inr j) f r)) ≤ 1 := (D.edgeTemplate_feasible_iff true permit j u f hu hf).mpr (Or.inl rfl) theorem edgeTemplate_long_feasible_iff {v : D.Vertex} (permit : Bool) (j : D.JobCopy v) (u : D.GlobalCopy) (f : D.FlagCopy) (hu : u.1 = .edge (D.jobPosition j).1 permit) (hf : f.1 = .edge) : ((∑ r, D.itemSize (D.localTemplateItems (.inr (false, j)) (.inr j) u (.inr j) f r)) ≤ 1) ↔ permit = true := by simpa using D.edgeTemplate_feasible_iff false permit j u f hu hf theorem stateEdgeTemplate_size_eq_one {v : D.Vertex} (selected : Bool) (j : D.JobCopy v) (u : D.GlobalCopy) (f : D.FlagCopy) (hu : u.1 = .edge (D.jobPosition j).1 (!selected)) (hf : f.1 = .edge) : (∑ r, D.itemSize (D.localTemplateItems (.inr (selected, j)) (.inr j) u (.inr j) f r)) = 1 := by rw [D.edgeTemplate_size_eq selected (!selected) j u f hu hf] cases selected <;> simp end InventoryData end BinPackingGap noncomputable section namespace BinPackingGap.InventoryData open scoped BigOperators variable (D : InventoryData) abbrev Template := Σ v : D.Vertex, Bool × D.LocalBin v def templateGlobalSpecies (t : D.Template) : GlobalSpecies D.graph := D.stateGlobalSpecies t.2.1 t.2.2 def templateFlagSpecies (t : D.Template) : FlagSpecies := D.stateFlagSpecies t.2.2 def templateRowCopy (t : D.Template) : Σ v : D.Vertex, D.RowAt v := ⟨t.1, D.stateRowEquiv t.1 t.2.1 t.2.2⟩ def templateAnchorCopy (S : ∀ v s, D.LocalState v s) (t : D.Template) : Σ v : D.Vertex, D.AnchorAt v := ⟨t.1, (S t.1 t.2.1).anchorAtEquiv t.2.2⟩ def templateLocalCopy (S : ∀ v s, D.LocalState v s) (t : D.Template) : Σ v : D.Vertex, D.LocalAt v := ⟨t.1, (S t.1 t.2.1).localAtEquiv t.2.2⟩ def templateBase (S : ∀ v s, D.LocalState v s) (t : D.Template) : Finset D.packingInstance.Item := {D.itemEquiv ⟨.x, D.templateRowCopy t⟩, D.itemEquiv ⟨.anchor, D.templateAnchorCopy S t⟩, D.itemEquiv ⟨.«local», D.templateLocalCopy S t⟩} theorem templateBase_subset_labeledItems (S : ∀ v s, D.LocalState v s) (t : D.Template) : D.templateBase S t ⊆ D.labeledItems := by intro i hi simp only [templateBase, Finset.mem_insert, Finset.mem_singleton] at hi rcases hi with rfl | rfl | rfl <;> simp private theorem templateTagged_ne {r s : Role} (hrs : r ≠ s) (a : D.RoleCopies r) (b : D.RoleCopies s) : D.itemEquiv ⟨r, a⟩ ≠ D.itemEquiv ⟨s, b⟩ := by intro h exact hrs (congrArg (fun i : D.Item => i.1) (D.itemEquiv.injective h)) private theorem templateTagged_eq_iff (r : Role) (a b : D.RoleCopies r) : D.itemEquiv ⟨r, a⟩ = D.itemEquiv ⟨r, b⟩ ↔ a = b := by constructor · intro h exact sigma_mk_injective (β := D.RoleCopies) (i := r) (D.itemEquiv.injective h) · rintro rfl rfl theorem card_templateBase (S : ∀ v s, D.LocalState v s) (t : D.Template) : (D.templateBase S t).card = 3 := by unfold templateBase apply Finset.card_triple_eq_three_iff.mpr exact ⟨D.templateTagged_ne (by decide : Role.x ≠ .anchor) _ _, D.templateTagged_ne (by decide : Role.x ≠ .«local») _ _, D.templateTagged_ne (by decide : Role.anchor ≠ .«local») _ _⟩ def templateCopyEquiv {C : D.Vertex → Type*} (e : ∀ v (_s : Bool), D.LocalBin v ≃ C v) : D.Template ≃ Bool × (Σ v, C v) where toFun t := (t.2.1, ⟨t.1, e t.1 t.2.1 t.2.2⟩) invFun t := ⟨t.2.1, t.1, (e t.2.1 t.1).symm t.2.2⟩ left_inv := by rintro ⟨v, s, b⟩ simp only [Equiv.symm_apply_apply] right_inv := by rintro ⟨s, v, c⟩ simp only [Equiv.apply_symm_apply] @[simp] theorem templateCopyEquiv_apply {C : D.Vertex → Type*} (e : ∀ v (_s : Bool), D.LocalBin v ≃ C v) (t : D.Template) : D.templateCopyEquiv e t = (t.2.1, ⟨t.1, e t.1 t.2.1 t.2.2⟩) := rfl private def templateFiberBoolEquiv {T C : Type*} (e : T ≃ Bool × C) (c : C) : {t : T // (e t).2 = c} ≃ Bool where toFun x := (e x.1).1 invFun b := ⟨e.symm (b, c), by simp only [Equiv.apply_symm_apply]⟩ left_inv := by intro x apply Subtype.ext apply e.injective change e (e.symm ((e x.1).1, c)) = e x.1 rw [e.apply_symm_apply] exact Prod.ext rfl x.2.symm right_inv := by intro b simp only [Equiv.apply_symm_apply] theorem card_templateCopy_fiber {C : D.Vertex → Type*} [DecidableEq (Σ v, C v)] (e : ∀ v (_s : Bool), D.LocalBin v ≃ C v) (c : Σ v, C v) : ((Finset.univ : Finset D.Template).filter (fun t => (D.templateCopyEquiv e t).2 = c)).card = 2 := by classical rw [← Fintype.card_subtype (fun t : D.Template => (D.templateCopyEquiv e t).2 = c)] exact (Fintype.card_congr (templateFiberBoolEquiv (D.templateCopyEquiv e) c)).trans Fintype.card_bool private theorem card_templatePredicate {C : Type*} (e : D.Template ≃ Bool × C) (c : C) (p : D.Template → Prop) [DecidablePred p] (hp : ∀ t, p t ↔ (e t).2 = c) : ((Finset.univ : Finset D.Template).filter p).card = 2 := by rw [← Fintype.card_subtype p] exact (Fintype.card_congr ((Equiv.subtypeEquivRight hp).trans (templateFiberBoolEquiv e c))).trans Fintype.card_bool @[simp] theorem itemEquiv_x_mem_templateBase (S : ∀ v s, D.LocalState v s) (t : D.Template) (c : D.RoleCopies .x) : D.itemEquiv ⟨.x, c⟩ ∈ D.templateBase S t ↔ D.templateRowCopy t = c := by have hxa := D.templateTagged_ne (by decide : Role.x ≠ .anchor) c (D.templateAnchorCopy S t) have hxl := D.templateTagged_ne (by decide : Role.x ≠ .«local») c (D.templateLocalCopy S t) simp only [templateBase, Finset.mem_insert, Finset.mem_singleton, hxa, hxl, or_false] exact (D.templateTagged_eq_iff .x c (D.templateRowCopy t)).trans eq_comm @[simp] theorem itemEquiv_anchor_mem_templateBase (S : ∀ v s, D.LocalState v s) (t : D.Template) (c : D.RoleCopies .anchor) : D.itemEquiv ⟨.anchor, c⟩ ∈ D.templateBase S t ↔ D.templateAnchorCopy S t = c := by have hax := D.templateTagged_ne (by decide : Role.anchor ≠ .x) c (D.templateRowCopy t) have hal := D.templateTagged_ne (by decide : Role.anchor ≠ .«local») c (D.templateLocalCopy S t) simp only [templateBase, Finset.mem_insert, Finset.mem_singleton, hax, hal, false_or, or_false] exact (D.templateTagged_eq_iff .anchor c (D.templateAnchorCopy S t)).trans eq_comm @[simp] theorem itemEquiv_local_mem_templateBase (S : ∀ v s, D.LocalState v s) (t : D.Template) (c : D.RoleCopies .«local») : D.itemEquiv ⟨.«local», c⟩ ∈ D.templateBase S t ↔ D.templateLocalCopy S t = c := by have hlx := D.templateTagged_ne (by decide : Role.«local» ≠ .x) c (D.templateRowCopy t) have hla := D.templateTagged_ne (by decide : Role.«local» ≠ .anchor) c (D.templateAnchorCopy S t) simp only [templateBase, Finset.mem_insert, Finset.mem_singleton, hlx, hla, false_or] exact (D.templateTagged_eq_iff .«local» c (D.templateLocalCopy S t)).trans eq_comm @[simp] theorem itemEquiv_global_not_mem_templateBase (S : ∀ v s, D.LocalState v s) (t : D.Template) (c : D.RoleCopies .«global») : D.itemEquiv ⟨.«global», c⟩ ∉ D.templateBase S t := by simp only [templateBase, Finset.mem_insert, Finset.mem_singleton, not_or] exact ⟨D.templateTagged_ne (by decide : Role.«global» ≠ .x) _ _, D.templateTagged_ne (by decide : Role.«global» ≠ .anchor) _ _, D.templateTagged_ne (by decide : Role.«global» ≠ .«local») _ _⟩ @[simp] theorem itemEquiv_flag_not_mem_templateBase (S : ∀ v s, D.LocalState v s) (t : D.Template) (c : D.RoleCopies .flag) : D.itemEquiv ⟨.flag, c⟩ ∉ D.templateBase S t := by simp only [templateBase, Finset.mem_insert, Finset.mem_singleton, not_or] exact ⟨D.templateTagged_ne (by decide : Role.flag ≠ .x) _ _, D.templateTagged_ne (by decide : Role.flag ≠ .anchor) _ _, D.templateTagged_ne (by decide : Role.flag ≠ .«local») _ _⟩ theorem templateBase_appearance_count (S : ∀ v s, D.LocalState v s) (i : D.packingInstance.Item) : ((Finset.univ : Finset D.Template).filter (fun t => i ∈ D.templateBase S t)).card = if i ∈ D.labeledItems then 2 else 0 := by classical obtain ⟨⟨r, c⟩, rfl⟩ := D.itemEquiv.surjective i cases r with | x => rw [ite_eq_left (by simp)] apply D.card_templatePredicate (D.templateCopyEquiv (fun v s => D.stateRowEquiv v s)) c (fun t => D.itemEquiv ⟨.x, c⟩ ∈ D.templateBase S t) intro t simpa only [templateCopyEquiv_apply, templateRowCopy] using D.itemEquiv_x_mem_templateBase S t c | anchor => rw [ite_eq_left (by simp)] apply D.card_templatePredicate (D.templateCopyEquiv (fun v s => (S v s).anchorAtEquiv)) c (fun t => D.itemEquiv ⟨.anchor, c⟩ ∈ D.templateBase S t) intro t simpa only [templateCopyEquiv_apply, templateAnchorCopy] using D.itemEquiv_anchor_mem_templateBase S t c | «global» => simp | «local» => rw [ite_eq_left (by simp)] apply D.card_templatePredicate (D.templateCopyEquiv (fun v s => (S v s).localAtEquiv)) c (fun t => D.itemEquiv ⟨.«local», c⟩ ∈ D.templateBase S t) intro t simpa only [templateCopyEquiv_apply, templateLocalCopy] using D.itemEquiv_local_mem_templateBase S t c | flag => simp @[simp] theorem packingInstance_size_itemEquiv (i : D.Item) : D.packingInstance.size (D.itemEquiv i) = D.itemSize i := by change D.itemSize (D.itemEquiv.symm (D.itemEquiv i)) = D.itemSize i rw [Equiv.symm_apply_apply] theorem templateBase_complete_eq_image (S : ∀ v s, D.LocalState v s) (t : D.Template) (u : D.GlobalCopy) (f : D.FlagCopy) : D.templateBase S t ∪ {D.itemEquiv ⟨.«global», u⟩, D.itemEquiv ⟨.flag, f⟩} = Finset.univ.image (fun r => D.itemEquiv (D.localTemplateItems (D.stateRowEquiv t.1 t.2.1 t.2.2) ((S t.1 t.2.1).anchorAtEquiv t.2.2) u ((S t.1 t.2.1).localAtEquiv t.2.2) f r)) := by apply Finset.ext intro i constructor · intro hi simp only [Finset.mem_union, templateBase, Finset.mem_insert, Finset.mem_singleton] at hi rcases hi with (rfl | rfl | rfl) | (rfl | rfl) · exact Finset.mem_image.mpr ⟨.x, Finset.mem_univ _, rfl⟩ · exact Finset.mem_image.mpr ⟨.anchor, Finset.mem_univ _, rfl⟩ · exact Finset.mem_image.mpr ⟨.«local», Finset.mem_univ _, rfl⟩ · exact Finset.mem_image.mpr ⟨.«global», Finset.mem_univ _, rfl⟩ · exact Finset.mem_image.mpr ⟨.flag, Finset.mem_univ _, rfl⟩ · intro hi obtain ⟨r, _, rfl⟩ := Finset.mem_image.mp hi cases r with | x => apply Finset.mem_union_left exact Finset.mem_insert_self _ _ | anchor => apply Finset.mem_union_left apply Finset.mem_insert_of_mem exact Finset.mem_insert_self _ _ | «global» => apply Finset.mem_union_right exact Finset.mem_insert_self _ _ | «local» => apply Finset.mem_union_left apply Finset.mem_insert_of_mem apply Finset.mem_insert_of_mem exact Finset.mem_singleton_self _ | flag => apply Finset.mem_union_right apply Finset.mem_insert_of_mem exact Finset.mem_singleton_self _ theorem templateBase_size_sum (S : ∀ v s, D.LocalState v s) (t : D.Template) (u : D.GlobalCopy) (f : D.FlagCopy) : (∑ i ∈ D.templateBase S t ∪ {D.itemEquiv ⟨.«global», u⟩, D.itemEquiv ⟨.flag, f⟩}, D.packingInstance.size i) = ∑ r, D.itemSize (D.localTemplateItems (D.stateRowEquiv t.1 t.2.1 t.2.2) ((S t.1 t.2.1).anchorAtEquiv t.2.2) u ((S t.1 t.2.1).localAtEquiv t.2.2) f r) := by rw [D.templateBase_complete_eq_image S t u f, Finset.sum_image] · simp only [packingInstance_size_itemEquiv] · intro r _ r' _ h exact D.localTemplateItems_injective _ _ _ _ _ (D.itemEquiv.injective h) theorem templateBase_capacity (S : ∀ v s, D.LocalState v s) (t : D.Template) (u : D.GlobalCopy) (f : D.FlagCopy) (hu : u.1 = D.templateGlobalSpecies t) (hf : f.1 = D.templateFlagSpecies t) : (∑ i ∈ D.templateBase S t ∪ {D.itemEquiv ⟨.«global», u⟩, D.itemEquiv ⟨.flag, f⟩}, D.packingInstance.size i) ≤ 1 := by rw [D.templateBase_size_sum S t u f] rcases t with ⟨v, selected, b⟩ rcases b with b | j · exact (D.stateMainTemplate_feasible_iff selected b ((S v selected).anchorEquiv b) ((S v selected).localEquiv b) u f hu hf).mpr ((S v selected).completion_le_deadline b) · exact (D.stateEdgeTemplate_size_eq_one selected j u f hu hf).le end BinPackingGap.InventoryData end end OAI