import Mathlib.Data.List.Pairwise import Mathlib.Data.List.Perm.Basic import Mathlib.Data.Int.ModEq import Mathlib.Tactic namespace OAI /-! # The modular pivot order of a pair-stream row These are the two cyclic orders in `lem:streams`. The list is an analysis view of one sorted slice: implementation can traverse the slice by its pivot and cursor, rather than allocating the reordered list. The permutation theorems preserve occurrence multiplicity, including repeated residues. -/ namespace LowSpaceSubsetSum namespace ModularRows variable {α : Type*} def direct (P r : ℤ) (residue : α → ℤ) (xs : List α) : List α := xs.filter (fun x => decide (P - r ≤ residue x)) ++ xs.filter (fun x => decide (residue x < P - r)) def complementary (K : ℤ) (residue : α → ℤ) (xs : List α) : List α := (xs.filter (fun x => decide (residue x ≤ K))).reverse ++ (xs.filter (fun x => decide (K < residue x))).reverse theorem direct_perm (P r : ℤ) (residue : α → ℤ) (xs : List α) : (direct P r residue xs).Perm xs := by simpa only [direct, ← decide_not, not_le] using List.filter_append_perm (fun x => decide (P - r ≤ residue x)) xs theorem complementary_perm (K : ℤ) (residue : α → ℤ) (xs : List α) : (complementary K residue xs).Perm xs := by apply ((List.reverse_perm _).append (List.reverse_perm _)).trans simpa only [← decide_not, not_le] using List.filter_append_perm (fun x => decide (residue x ≤ K)) xs theorem direct_wrapped {P r x : ℤ} (_hr : 0 ≤ r) (hrP : r < P) (_hx : 0 ≤ x) (hxP : x < P) (hwrap : P - r ≤ x) : (r + x) % P = r + x - P := by rw [← Int.sub_emod_right (r + x) P] exact Int.emod_eq_of_lt (by omega) (by omega) theorem direct_unwrapped {P r x : ℤ} (hr : 0 ≤ r) (hx : 0 ≤ x) (hwrap : x < P - r) : (r + x) % P = r + x := Int.emod_eq_of_lt (by omega) (by omega) theorem complementary_low {P K x : ℤ} (_hK : 0 ≤ K) (hKP : K < P) (hx : 0 ≤ x) (hsmall : x ≤ K) : (K - x) % P = K - x := Int.emod_eq_of_lt (by omega) (by omega) theorem complementary_high {P K x : ℤ} (hK : 0 ≤ K) (_hKP : K < P) (hxP : x < P) (hlarge : K < x) : (K - x) % P = K - x + P := by rw [← Int.add_emod_right (K - x) P] exact Int.emod_eq_of_lt (by omega) (by omega) /-- Direct cyclic traversal is sorted by normalized pair residue. -/ theorem direct_sorted {P r : ℤ} (hr : 0 ≤ r) (hrP : r < P) (residue : α → ℤ) (xs : List α) (hbound : ∀ x ∈ xs, 0 ≤ residue x ∧ residue x < P) (hsort : xs.Pairwise (fun x y => residue x ≤ residue y)) : (direct P r residue xs).Pairwise (fun x y => (r + residue x) % P ≤ (r + residue y) % P) := by apply List.pairwise_append.mpr refine ⟨?_, ?_, ?_⟩ · apply (hsort.filter (fun x => decide (P - r ≤ residue x))).imp_of_mem intro x y hx hy hxy obtain ⟨hxmem, hxwrap⟩ := List.mem_filter.mp hx obtain ⟨hymem, hywrap⟩ := List.mem_filter.mp hy have hxw : P - r ≤ residue x := of_decide_eq_true hxwrap have hyw : P - r ≤ residue y := of_decide_eq_true hywrap rw [direct_wrapped hr hrP (hbound x hxmem).1 (hbound x hxmem).2 hxw, direct_wrapped hr hrP (hbound y hymem).1 (hbound y hymem).2 hyw] omega · apply (hsort.filter (fun x => decide (residue x < P - r))).imp_of_mem intro x y hx hy hxy obtain ⟨hxmem, hxwrap⟩ := List.mem_filter.mp hx obtain ⟨hymem, hywrap⟩ := List.mem_filter.mp hy rw [direct_unwrapped hr (hbound x hxmem).1 (of_decide_eq_true hxwrap), direct_unwrapped hr (hbound y hymem).1 (of_decide_eq_true hywrap)] omega · intro x hx y hy obtain ⟨hxmem, hxwrap⟩ := List.mem_filter.mp hx obtain ⟨hymem, hywrap⟩ := List.mem_filter.mp hy rw [direct_wrapped hr hrP (hbound x hxmem).1 (hbound x hxmem).2 (of_decide_eq_true hxwrap), direct_unwrapped hr (hbound y hymem).1 (of_decide_eq_true hywrap)] have := (hbound x hxmem).2 have := (hbound y hymem).1 omega /-- Reverse cyclic traversal is sorted by the complementary residue. -/ theorem complementary_sorted {P K : ℤ} (hK : 0 ≤ K) (hKP : K < P) (residue : α → ℤ) (xs : List α) (hbound : ∀ x ∈ xs, 0 ≤ residue x ∧ residue x < P) (hsort : xs.Pairwise (fun x y => residue x ≤ residue y)) : (complementary K residue xs).Pairwise (fun x y => (K - residue x) % P ≤ (K - residue y) % P) := by apply List.pairwise_append.mpr refine ⟨?_, ?_, ?_⟩ · apply List.pairwise_reverse.mpr apply (hsort.filter (fun x => decide (residue x ≤ K))).imp_of_mem intro x y hx hy hxy obtain ⟨hxmem, hxsmall⟩ := List.mem_filter.mp hx obtain ⟨hymem, hysmall⟩ := List.mem_filter.mp hy rw [complementary_low hK hKP (hbound x hxmem).1 (of_decide_eq_true hxsmall), complementary_low hK hKP (hbound y hymem).1 (of_decide_eq_true hysmall)] omega · apply List.pairwise_reverse.mpr apply (hsort.filter (fun x => decide (K < residue x))).imp_of_mem intro x y hx hy hxy obtain ⟨hxmem, hxlarge⟩ := List.mem_filter.mp hx obtain ⟨hymem, hylarge⟩ := List.mem_filter.mp hy rw [complementary_high hK hKP (hbound x hxmem).2 (of_decide_eq_true hxlarge), complementary_high hK hKP (hbound y hymem).2 (of_decide_eq_true hylarge)] omega · intro x hx y hy obtain ⟨hxmem, hxsmall⟩ := List.mem_filter.mp (List.mem_reverse.mp hx) obtain ⟨hymem, hylarge⟩ := List.mem_filter.mp (List.mem_reverse.mp hy) rw [complementary_low hK hKP (hbound x hxmem).1 (of_decide_eq_true hxsmall), complementary_high hK hKP (hbound y hymem).2 (of_decide_eq_true hylarge)] have := (hbound x hxmem).1 have := (hbound y hymem).2 omega /-- Filtering a row by the small modulus preserves its residue ordering. -/ theorem filtered_sorted (p c : ℤ) (weight residue : α → ℤ) (xs : List α) (hsort : xs.Pairwise (fun x y => residue x ≤ residue y)) : (xs.filter (fun x => decide (weight x % p = c % p))).Pairwise (fun x y => residue x ≤ residue y) := hsort.filter _ end ModularRows end LowSpaceSubsetSum end OAI