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| import OAI.Combinatorics.LowSpaceSubsetSum.Streams.MergeCorrectness | |
| namespace OAI | |
| /-! | |
| # Sortedness of complete and stopped row merges | |
| Only each row's individual order is required. The tournament minimum is | |
| no larger than every remaining occurrence; replacing its front by its | |
| successor preserves this invariant. Every finite trace is therefore sorted, | |
| including traces stopped by the operation cap. | |
| -/ | |
| namespace LowSpaceSubsetSum | |
| namespace RowMerge | |
| universe u v | |
| variable {α : Type u} {σ : Type v} {d : ℕ} | |
| def RowsSorted (key : α → ℤ) (view : σ → List α) | |
| (t : Tournament.Tree (Front d α σ) d) : Prop := | |
| ∀ p, (remaining view t p).Pairwise (fun x y => key x ≤ key y) | |
| theorem replacement_remaining_subset (key : α → ℤ) (read : σ → Option (α × σ)) | |
| (view : σ → List α) (hread : IsReader read view) | |
| (t : Tournament.Tree (Front d α σ) d) | |
| (ht : Tournament.Valid (fun y => key y.value) t) (halign : Aligned t) | |
| {x : Front d α σ} (hx : Tournament.winner t = some x) (p : Path d) : | |
| remaining view (Tournament.replace (fun y => key y.value) t x.row | |
| (front read x.row x.after)) p ⊆ remaining view t p := by | |
| have hnew := replace_remaining key read view hread t x p | |
| have hrow := winner_at_own_row key t ht halign hx | |
| rw [hnew] | |
| by_cases hp : x.row = p | |
| · subst p | |
| rw [ite_eq_left rfl] | |
| simp only [remaining, hrow] | |
| intro y hy | |
| exact List.mem_cons_of_mem _ hy | |
| · rw [ite_eq_right hp] | |
| theorem replacement_rowsSorted (key : α → ℤ) (read : σ → Option (α × σ)) | |
| (view : σ → List α) (hread : IsReader read view) | |
| (t : Tournament.Tree (Front d α σ) d) | |
| (ht : Tournament.Valid (fun y => key y.value) t) (halign : Aligned t) | |
| (hsort : RowsSorted key view t) {x : Front d α σ} | |
| (hx : Tournament.winner t = some x) : | |
| RowsSorted key view (Tournament.replace (fun y => key y.value) t x.row | |
| (front read x.row x.after)) := by | |
| intro p | |
| rw [replace_remaining key read view hread t x p] | |
| by_cases hp : x.row = p | |
| · subst p | |
| rw [ite_eq_left rfl] | |
| have hs := hsort x.row | |
| have hrow := winner_at_own_row key t ht halign hx | |
| simp only [remaining, hrow] at hs | |
| exact (List.pairwise_cons.mp hs).2 | |
| · rw [ite_eq_right hp] | |
| exact hsort p | |
| theorem winner_le_remaining (key : α → ℤ) (view : σ → List α) | |
| (t : Tournament.Tree (Front d α σ) d) | |
| (ht : Tournament.Valid (fun y => key y.value) t) (hsort : RowsSorted key view t) | |
| {x : Front d α σ} (hx : Tournament.winner t = some x) | |
| (p : Path d) {y : α} (hy : y ∈ remaining view t p) : key x.value ≤ key y := by | |
| cases hp : Tournament.lookup t p with | |
| | none => simp [remaining, hp] at hy | |
| | some z => | |
| have hmin := winner_is_minimum key t ht hx p hp | |
| have hs := hsort p | |
| simp only [remaining, hp] at hy hs | |
| rcases List.mem_cons.mp hy with hy | hy | |
| · simpa [hy] using hmin | |
| · exact hmin.trans ((List.pairwise_cons.mp hs).1 y hy) | |
| theorem trace_lower_bound (key : α → ℤ) (read : σ → Option (α × σ)) | |
| (view : σ → List α) (hread : IsReader read view) (k : ℕ) | |
| (t : Tournament.Tree (Front d α σ) d) | |
| (ht : Tournament.Valid (fun y => key y.value) t) (halign : Aligned t) | |
| (c : ℤ) (hc : ∀ p, ∀ y ∈ remaining view t p, c ≤ key y) : | |
| ∀ y ∈ trace key read k t, c ≤ key y := by | |
| induction k generalizing t with | |
| | zero => simp [trace] | |
| | succ k ih => | |
| cases hw : Tournament.winner t with | |
| | none => simp [trace, advance, hw] | |
| | some x => | |
| let t' := Tournament.replace (fun y => key y.value) t x.row (front read x.row x.after) | |
| have ha : advance key read t = some (x.value, t') := by simp [advance, hw, t'] | |
| have ht' := advance_valid key read t ht ha | |
| have halign' := advance_aligned key read t halign ha | |
| have hrow := winner_at_own_row key t ht halign hw | |
| have hfront : c ≤ key x.value := hc x.row x.value (by simp [remaining, hrow]) | |
| have hc' : ∀ p, ∀ y ∈ remaining view t' p, c ≤ key y := by | |
| intro p y hy | |
| exact hc p y (replacement_remaining_subset key read view hread t ht halign hw p hy) | |
| rw [trace, ha] | |
| intro y hy | |
| rcases List.mem_cons.mp hy with hy | hy | |
| · simpa [hy] using hfront | |
| · exact ih t' ht' halign' hc' y hy | |
| theorem trace_sorted (key : α → ℤ) (read : σ → Option (α × σ)) | |
| (view : σ → List α) (hread : IsReader read view) (k : ℕ) | |
| (t : Tournament.Tree (Front d α σ) d) | |
| (ht : Tournament.Valid (fun y => key y.value) t) (halign : Aligned t) | |
| (hsort : RowsSorted key view t) : | |
| (trace key read k t).Pairwise (fun x y => key x ≤ key y) := by | |
| induction k generalizing t with | |
| | zero => simp [trace] | |
| | succ k ih => | |
| cases hw : Tournament.winner t with | |
| | none => simp [trace, advance, hw] | |
| | some x => | |
| let t' := Tournament.replace (fun y => key y.value) t x.row (front read x.row x.after) | |
| have ha : advance key read t = some (x.value, t') := by simp [advance, hw, t'] | |
| have ht' := advance_valid key read t ht ha | |
| have halign' := advance_aligned key read t halign ha | |
| have hsort' := replacement_rowsSorted key read view hread t ht halign hsort hw | |
| rw [trace, ha] | |
| apply List.pairwise_cons.mpr | |
| refine ⟨?_, ih t' ht' halign' hsort'⟩ | |
| apply trace_lower_bound key read view hread k t' ht' halign' (key x.value) | |
| intro p y hy | |
| exact winner_le_remaining key view t ht hsort hw p | |
| (replacement_remaining_subset key read view hread t ht halign hw p hy) | |
| end RowMerge | |
| end LowSpaceSubsetSum | |
| end OAI | |