import OAI.Combinatorics.LowSpaceSubsetSum.Search.BudgetedParentCollector namespace OAI /-! # Payload bounds for every live stored parent state These bounds use the intrinsic bounded-mask and safe-dictionary types. They apply to intermediate callback states and reader snapshots, including after the first overflowing insertion. -/ namespace LowSpaceSubsetSum.ParentLiveState variable {n : ℕ} def reader {I : Instance n} {F : IndexedMask n} {P : ℤ} {mode : FilteredStream.Mode} {right : Array (LeafRecord n)} {d : ℕ} (s : CountedParentJoin.State I F P mode right d) : ℕ := (12 * n + 32) * (Tournament.nodes s.tree + 1) theorem reader_exact {I : Instance n} {F : IndexedMask n} {P : ℤ} {mode : FilteredStream.Mode} {right : Array (LeafRecord n)} {d : ℕ} (s : CountedParentJoin.State I F P mode right d) : reader s = (12 * n + 32) * 2 ^ (d + 1) := by simp only [reader, Tournament.nodes_exact] def dictionary {I : Instance n} {C : ℕ} (r : StoredEntry.Dictionary I C) : ℕ := (r.val.records.toList.map StoredEntry.cells).sum + r.val.records.size + 3 * BinaryTrie.nodes r.val.keys.tree + 8 private theorem list_cells (xs : List (StoredEntry n)) : (xs.map StoredEntry.cells).sum ≤ (n + 2) * xs.length := by induction xs with | nil => simp | cons x xs ih => have h := x.cells_le simp only [List.map_cons, List.sum_cons, List.length_cons, Nat.mul_add, Nat.mul_one] omega theorem dictionary_le {I : Instance n} {C : ℕ} (r : StoredEntry.Dictionary I C) : dictionary r ≤ (n + 3 + 3 * (WeightEncoding.entryWidth I + 1)) * (C + 1) + 8 := by obtain ⟨hs, ht⟩ := RecordedDictionary.storage r.property have hl := list_cells r.val.records.toList simp only [Array.length_toList] at hl have hm := Nat.mul_le_mul_left (n + 2) hs have hn := Nat.mul_le_mul_left 3 ht unfold dictionary nlinarith only [hl, hs, hm, hn] theorem dictionary_scale (I : Instance n) (C : ℕ) (r : StoredEntry.Dictionary I C) : dictionary r ≤ 18 * inputScale I * (C + 1) + 8 := by have hw := (WeightEncoding.widths_le I).2 have hnu : n + 1 ≤ inputScale I := by unfold inputScale; omega have hcoef : n + 3 + 3 * (WeightEncoding.entryWidth I + 1) ≤ 18 * inputScale I := by omega exact (dictionary_le r).trans (Nat.add_le_add_right (Nat.mul_le_mul_right (C + 1) hcoef) 8) def sharedArrays (left right : Array (LeafRecord n)) : ℕ := (3 * n + 4) * (left.size + right.size + 1) theorem sharedArrays_le (left right : Array (LeafRecord n)) (C : ℕ) (hl : left.size ≤ C) (hr : right.size ≤ C) : sharedArrays left right ≤ (3 * n + 4) * (2 * C + 1) := by exact Nat.mul_le_mul_left _ (by omega) def frame {I : Instance n} {F : IndexedMask n} {P t : ℤ} {C : ℕ} {right₁ right₂ : Array (LeafRecord n)} {d₁ d₂ : ℕ} (st : StreamJoin.State (CountedParentJoin.State I F P .direct right₁ d₁) (CountedParentJoin.State I F P (.complementary t) right₂ d₂) (StoredEntry.Dictionary I C)) : ℕ := reader st.left + reader st.right + dictionary st.user + 12 theorem frame_le {I : Instance n} {F : IndexedMask n} {P t : ℤ} {C : ℕ} {right₁ right₂ : Array (LeafRecord n)} {d₁ d₂ : ℕ} (st : StreamJoin.State (CountedParentJoin.State I F P .direct right₁ d₁) (CountedParentJoin.State I F P (.complementary t) right₂ d₂) (StoredEntry.Dictionary I C)) : frame st ≤ (12 * n + 32) * (2 ^ (d₁ + 1) + 2 ^ (d₂ + 1)) + 18 * inputScale I * (C + 1) + 20 := by have h := dictionary_scale I C st.user simp only [frame, reader_exact] nlinarith only [h] end LowSpaceSubsetSum.ParentLiveState end OAI