openAI-math-dataset / lean /OAI /Combinatorics /LowSpaceSubsetSum /Search /BudgetedStreamPotential.lean
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| import OAI.Combinatorics.LowSpaceSubsetSum.Search.BudgetedStreamContracts | |
| namespace OAI | |
| namespace LowSpaceSubsetSum.BudgetedStreamStep | |
| universe u v s t w | |
| variable {α : Type u} {β : Type v} {σ₁ : Type s} {σ₂ : Type t} {τ : Type w} | |
| /-- All nested prepaid charges are covered by the actual query and copy ledger. -/ | |
| theorem allowance_potential (base front fill outer inner copy : ℕ) | |
| (read₁ : σ₁ → Option (α × σ₁) × ℕ) (key₁ : α → ℤ × ℕ) | |
| (read₂ : σ₂ → Option (β × σ₂) × ℕ) (key₂ : β → ℤ × ℕ) | |
| (cells : β → ℕ) (report : α → β → τ → (τ × Bool) × ℕ) | |
| (clone : σ₂ → σ₂ × ℕ) (B fuel₁ fuel₂ : ℕ) (st : StreamJoin.State σ₁ σ₂ τ) : | |
| let M := base + front + fill + outer + 2 * inner + 12 | |
| allowance base front fill outer inner copy read₁ key₁ read₂ key₂ cells report clone B fuel₁ fuel₂ st + | |
| CountedStreamJoin.potential M 0 copy st ≤ | |
| CountedStreamJoin.potential M 0 copy | |
| (CountedStreamJoin.step read₁ key₁ read₂ key₂ cells report clone B fuel₁ fuel₂ st).1 + base := by | |
| let M := base + front + fill + outer + 2 * inner + 12 | |
| change allowance _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ + CountedStreamJoin.potential M 0 copy st ≤ | |
| CountedStreamJoin.potential M 0 copy | |
| (CountedStreamJoin.step read₁ key₁ read₂ key₂ cells report clone B fuel₁ fuel₂ st).1 + base | |
| have hbase : base ≤ M := by dsimp [M]; omega | |
| by_cases hd : st.done = true | |
| · simp only [allowance, CountedStreamJoin.step, hd, ↓reduceIte] | |
| omega | |
| · cases hx : (read₁ st.left).1 with | |
| | none => | |
| simp only [allowance, CountedStreamJoin.step, hd, Bool.false_eq_true, ↓reduceIte, hx, | |
| CountedStreamJoin.potential, Nat.mul_add, Nat.mul_one, Nat.zero_mul, Nat.add_zero] | |
| omega | |
| | some p => | |
| rcases p with ⟨x, x'⟩ | |
| cases hy : (read₂ st.right).1 with | |
| | none => | |
| simp only [allowance, CountedStreamJoin.step, hd, Bool.false_eq_true, ↓reduceIte, hx, hy, | |
| CountedStreamJoin.potential, Nat.mul_add, Nat.zero_mul, Nat.add_zero] | |
| omega | |
| | some p => | |
| rcases p with ⟨y, y'⟩ | |
| simp only [allowance, CountedStreamJoin.step, hd, Bool.false_eq_true, ↓reduceIte, hx, hy] | |
| split | |
| · simp only [CountedStreamJoin.potential, Nat.mul_add, Nat.zero_mul, Nat.add_zero] | |
| omega | |
| · split | |
| · simp only [CountedStreamJoin.potential, Nat.mul_add, Nat.zero_mul, Nat.add_zero] | |
| omega | |
| · let out := (CountedTieGroup.run read₁ key₁ read₂ key₂ cells (key₁ x).1 report clone | |
| B fuel₁ fuel₂ st.left st.right st.user).1 | |
| have hg := BudgetedTieGroup.allowance_le front fill outer inner copy read₁ key₁ read₂ key₂ cells | |
| (key₁ x).1 report clone B fuel₁ fuel₂ st.left st.right st.user | |
| change BudgetedTieGroup.allowance front fill outer inner copy read₁ key₁ read₂ key₂ cells | |
| (key₁ x).1 report clone B fuel₁ fuel₂ st.left st.right st.user ≤ | |
| (front + fill + outer + 2 * inner + 12) * | |
| (out.outer.queries + out.fillQueries + out.outer.state.queries + 1) + | |
| copy * ((if out.snapshot then 1 else 0) + out.outer.state.restores) at hg | |
| have hm := Nat.mul_le_mul_right | |
| (out.outer.queries + out.fillQueries + out.outer.state.queries + 1) | |
| (show front + fill + outer + 2 * inner + 12 ≤ M by dsimp [M]; omega) | |
| change base + BudgetedTieGroup.allowance front fill outer inner copy read₁ key₁ read₂ key₂ cells | |
| (key₁ x).1 report clone B fuel₁ fuel₂ st.left st.right st.user + | |
| CountedStreamJoin.potential M 0 copy st ≤ | |
| CountedStreamJoin.potential M 0 copy | |
| ⟨out.outer.cursor, out.outer.state.last, out.outer.state.user, | |
| st.queries + 2 + out.outer.queries + out.fillQueries + out.outer.state.queries, | |
| st.reports + out.outer.state.reports, | |
| st.copies + (if out.snapshot then 1 else 0) + out.outer.state.restores, | |
| out.outer.halted⟩ + base | |
| simp only [CountedStreamJoin.potential, Nat.mul_add, Nat.mul_one, Nat.zero_mul, Nat.add_zero] at hg hm ⊢ | |
| omega | |
| end LowSpaceSubsetSum.BudgetedStreamStep | |
| end OAI | |