import OAI.Combinatorics.LowSpaceSubsetSum.Streams.DictionaryCallback namespace OAI /-! # Provenance of every retained bounded-dictionary key Capacity failure can freeze a callback, but cannot create an unreported key. The proof applies even to overflowing complete joins, with no cardinality hypothesis on a bucket and no knowledge of any solution. -/ namespace LowSpaceSubsetSum.BinaryTrie theorem feed_provenance {width : ℕ} (C : ℕ) (r : BuildResult) (hr : HasWidth r.tree width) (key : List Bool) (hk : key.length = width) : HasWidth (feed C key r).tree width ∧ keySet (feed C key r).tree ⊆ Insert.insert key (keySet r.tree) := by by_cases ho : r.overflow = true · rw [feed_frozen C key r ho] exact ⟨hr, Finset.subset_insert _ _⟩ have hc : r.overflow = false := Bool.eq_false_iff.mpr ho by_cases hd : contains r.tree key = true · simp only [feed, hc, hd, Bool.false_eq_true, ↓reduceIte, tick] exact ⟨hr, Finset.subset_insert _ _⟩ have hf : contains r.tree key = false := Bool.eq_false_iff.mpr hd simp only [feed, hc, hf, Bool.false_eq_true, ↓reduceIte] exact ⟨insert_hasWidth hr hk, by rw [keySet_insert hr hk]⟩ theorem fold_provenance {width : ℕ} (C : ℕ) (keys : List (List Bool)) (r : BuildResult) (hr : HasWidth r.tree width) (hk : ∀ key ∈ keys, key.length = width) : keySet (keys.foldl (fun r key => feed C key r) r).tree ⊆ keySet r.tree ∪ keys.toFinset := by induction keys generalizing r with | nil => simp | cons key keys ih => have hf := feed_provenance C r hr key (hk key (by simp)) have hi := ih (feed C key r) hf.1 (fun q hq => hk q (by simp [hq])) intro q hq rcases Finset.mem_union.mp (hi hq) with h | h · rcases Finset.mem_insert.mp (hf.2 h) with rfl | h · simp · exact Finset.mem_union_left _ h · exact Finset.mem_union_right _ (by simp [h]) theorem matchFold_provenance {α β : Type*} {C width : ℕ} (key₁ : α → ℤ) (key₂ : β → ℤ) (encode : α → β → List Bool) (xs : List α) (ys : List β) (hwidth : ∀ x ∈ xs, ∀ y ∈ ys, key₁ x = key₂ y → (encode x y).length = width) (query : List Bool) (hq : contains (MatchFold.run key₁ key₂ (callback C encode) xs ys ⟨.empty, false, 0⟩).tree query = true) : ∃ x ∈ xs, ∃ y ∈ ys, key₁ x = key₂ y ∧ encode x y = query := by rw [matchFold_eq_keys] at hq have hp := fold_provenance C (matchingKeys key₁ key₂ encode xs ys) ⟨.empty, false, 0⟩ (width := width) (by trivial) (by intro key hk obtain ⟨x, hx, y, hy, he, rfl⟩ := (mem_matchingKeys _ _ _ _ _ _).mp hk exact hwidth x hx y hy he) have hm := hp ((mem_keySet _ _).mpr hq) simp only [keySet, Finset.empty_union, List.mem_toFinset] at hm exact (mem_matchingKeys _ _ _ _ _ _).mp hm theorem join_provenance {α β σ₁ σ₂ : Type*} {C width : ℕ} (read₁ : σ₁ → Option (α × σ₁)) (key₁ : α → ℤ) (read₂ : σ₂ → Option (β × σ₂)) (key₂ : β → ℤ) (encode : α → β → List Bool) (view₁ : σ₁ → List α) (hread₁ : RowMerge.IsReader read₁ view₁) (view₂ : σ₂ → List β) (hread₂ : RowMerge.IsReader read₂ view₂) (B fuel₁ fuel₂ controlFuel : ℕ) (s₁ : σ₁) (s₂ : σ₂) (hsort₁ : (view₁ s₁).Pairwise (fun x y => key₁ x ≤ key₁ y)) (hsort₂ : (view₂ s₂).Pairwise (fun x y => key₂ x ≤ key₂ y)) (hcap₁ : (view₁ s₁).length ≤ fuel₁) (hcap₂ : (view₂ s₂).length ≤ fuel₂) (hfuel : (view₁ s₁).length + (view₂ s₂).length < controlFuel) (hwidth : ∀ x ∈ view₁ s₁, ∀ y ∈ view₂ s₂, key₁ x = key₂ y → (encode x y).length = width) (query : List Bool) (hq : contains (StreamJoin.run read₁ key₁ read₂ key₂ (callback C encode) B fuel₁ fuel₂ controlFuel s₁ s₂ ⟨.empty, false, 0⟩).user.tree query = true) : ∃ x ∈ view₁ s₁, ∃ y ∈ view₂ s₂, key₁ x = key₂ y ∧ encode x y = query := by rw [StreamJoin.run_complete read₁ key₁ read₂ key₂ (callback C encode) (fun _ _ _ => rfl) view₁ hread₁ view₂ hread₂ B fuel₁ fuel₂ controlFuel s₁ s₂ ⟨.empty, false, 0⟩ hsort₁ hsort₂ hcap₁ hcap₂ hfuel] at hq exact matchFold_provenance key₁ key₂ encode _ _ hwidth query hq end LowSpaceSubsetSum.BinaryTrie end OAI