import OAI.Combinatorics.LowSpaceSubsetSum.Search.BudgetedPrefixController import OAI.Combinatorics.LowSpaceSubsetSum.Storage.PreparedCollectCells import OAI.Combinatorics.LowSpaceSubsetSum.Search.BudgetedParentCollector namespace OAI /-! # Live memory through the interrupted depth-first prefix traversal An overflowing dictionary is released before descending. The suspended frame retains the two bounded restriction lists, the order tail, and scalar counters. Sequential children share a single working region. -/ namespace LowSpaceSubsetSum.BudgetedPrefixCells variable {n : ℕ} {I : Instance n} {C : ℕ} abbrev Execution (α : Type*) := (Option (α × ℕ) × ℕ) × ℕ def frame (n : ℕ) := 20 * (n + 1) ^ 2 def run (collect : StoredRestriction n → ℕ → Execution (StoredEntry.Dictionary I C)) (check : Array (StoredEntry n) → ℕ → Execution Bool) (keep : StoredEntry.Dictionary I C → ℕ) : List (Fin n) → StoredRestriction n → ℕ → Execution Bool | order, P, budget => if StoredPrefixController.header n ≤ budget then let task := collect P (budget - StoredPrefixController.header n) match task.1.1 with | none => ((none, task.1.2 + 2), frame n + task.2) | some (dictionary, available) => if dictionary.val.keys.overflow then match order with | [] => ((some (false, available), task.1.2 + 4), frame n + task.2) | i :: rest => let p₀ := P.force i false let left := run collect check keep rest p₀.1 available match left.1.1 with | none => ((none, task.1.2 + p₀.2 + left.1.2 + 6), frame n + max task.2 left.2) | some (true, remaining) => ((some (true, remaining), task.1.2 + p₀.2 + left.1.2 + 6), frame n + max task.2 left.2) | some (false, remaining) => let p₁ := P.force i true let right := run collect check keep rest p₁.1 remaining ((right.1.1, task.1.2 + p₀.2 + left.1.2 + p₁.2 + right.1.2 + 8), frame n + max task.2 (max left.2 right.2)) else let checked := check dictionary.val.records available ((checked.1.1, task.1.2 + checked.1.2 + 4), frame n + max task.2 (keep dictionary + checked.2)) else ((none, 1), frame n) theorem value (collect : StoredRestriction n → ℕ → Execution (StoredEntry.Dictionary I C)) (check : Array (StoredEntry n) → ℕ → Execution Bool) (keep : StoredEntry.Dictionary I C → ℕ) (order : List (Fin n)) (P : StoredRestriction n) (budget : ℕ) : (run collect check keep order P budget).1 = BudgetedPrefixController.run (fun p b => (collect p b).1) (fun a b => (check a b).1) order P budget := by induction order generalizing P budget with | nil => rw [run, BudgetedPrefixController.run] dsimp only split · split · simp_all only · split <;> simp_all only [ite_true, Bool.false_eq_true, ite_false] · simp_all only | cons i order ih => rw [run, BudgetedPrefixController.run] dsimp only split · split · simp_all only · split · simp only [← ih] split <;> simp_all only [ite_true] · simp_all only [Bool.false_eq_true, ite_false] · simp_all only theorem cells (collect : StoredRestriction n → ℕ → Execution (StoredEntry.Dictionary I C)) (check : Array (StoredEntry n) → ℕ → Execution Bool) (keep : StoredEntry.Dictionary I C → ℕ) (L R K : ℕ) (hcollect : ∀ p b, (collect p b).2 ≤ L) (hkeep : ∀ d, keep d ≤ R) (hcheck : ∀ (d : StoredEntry.Dictionary I C) b, (check d.val.records b).2 ≤ K) (order : List (Fin n)) (P : StoredRestriction n) (budget : ℕ) : (run collect check keep order P budget).2 ≤ frame n * (order.length + 1) + L + R + K := by induction order generalizing P budget with | nil => have ht := hcollect P (budget - StoredPrefixController.header n) rw [run] dsimp only simp only [List.length_nil, Nat.zero_add, Nat.mul_one] split · split · dsimp only; omega next d available h => have hk := hkeep d have hc := hcheck d available split · dsimp only; omega · dsimp only have hm : max (collect P (budget - StoredPrefixController.header n)).2 (keep d + (check d.val.records available).2) ≤ L+R+K := max_le (by omega) (by omega) omega · omega | cons i order ih => have ht := hcollect P (budget - StoredPrefixController.header n) have hl := ih (P.force i false).1 have hr := ih (P.force i true).1 have hu : L ≤ frame n * (order.length + 1) + L + R + K := by omega rw [run] dsimp only simp only [List.length_cons] split · split · dsimp only; nlinarith only [ht, Nat.zero_le (frame n * order.length)] next d available h => have hk := hkeep d have hc := hcheck d available split · split · dsimp only have hm := max_le (ht.trans hu) (hl available) nlinarith only [hm] · dsimp only have hm := max_le (ht.trans hu) (hl available) nlinarith only [hm] next remaining hleft => dsimp only have hm := max_le (ht.trans hu) (max_le (hl available) (hr remaining)) nlinarith only [hm] · dsimp only have hm : max (collect P (budget - StoredPrefixController.header n)).2 (keep d + (check d.val.records available).2) ≤ L+R+K := max_le (by omega) (by omega) nlinarith only [hm, Nat.zero_le (frame n * order.length)] · nlinarith only [Nat.zero_le (frame n * order.length)] def collect (D : RepresentationParentData n) (F : IndexedMask n) (hF : F.semantic = D.signs) (B : ℕ) (P : StoredRestriction n) (budget : ℕ) : Execution (StoredEntry.Dictionary D.input D.capacity) := let out := PreparedCollectCells.run D F P hF B D.capacity budget ((out.1.1.map (fun (r, b) => (r.dictionary, b)), out.1.2), out.2) theorem collect_value (D : RepresentationParentData n) (F : IndexedMask n) (hF : F.semantic = D.signs) (B : ℕ) (P : StoredRestriction n) (budget : ℕ) : (collect D F hF B P budget).1 = BudgetedParentCollector.collect D F hF B D.capacity P budget := by simp only [collect, PreparedCollectCells.run_value, BudgetedParentCollector.collect] theorem collect_cells (D : RepresentationParentData n) (F : IndexedMask n) (hF : F.semantic = D.signs) (B : ℕ) (P : StoredRestriction n) (budget : ℕ) (hn : 10000 ≤ n) (hl : ∀ j, (D.pair j).left.occurrences.card ≤ D.capacity) (hr : ∀ j, (D.pair j).right.occurrences.card ≤ D.capacity) (hC : D.capacity ≤ 2 ^ n) (hB : B ≤ D.capacity) : (collect D F hF B P budget).2 ≤ inputScale D.input ^ 14 * (D.capacity + 1) := PreparedCollectCells.run_cells D F P hF B budget hn hl hr hC hB end LowSpaceSubsetSum.BudgetedPrefixCells end OAI