/- Copyright (c) 2014 Parikshit Khanna. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Parikshit Khanna, Jeremy Avigad, Leonardo de Moura, Floris van Doorn, Mario Carneiro -/ module prelude import Init.Data.List.Sublist /-! # Lemmas about `List.countP` and `List.count`. -/ set_option linter.listVariables true -- Enforce naming conventions for `List`/`Array`/`Vector` variables. set_option linter.indexVariables true -- Enforce naming conventions for index variables. namespace List open Nat /-! ### countP -/ section countP variable {p q : α → Bool} @[simp] theorem countP_nil : countP p [] = 0 := rfl protected theorem countP_go_eq_add {l} : countP.go p l n = n + countP.go p l 0 := by induction l generalizing n with | nil => rfl | cons hd _ ih => unfold countP.go rw [ih (n := n + 1), ih (n := n), ih (n := 1)] if h : p hd then simp [h, Nat.add_assoc] else simp [h] @[simp] theorem countP_cons_of_pos {l} (pa : p a) : countP p (a :: l) = countP p l + 1 := by have : countP.go p (a :: l) 0 = countP.go p l 1 := show cond .. = _ by rw [pa]; rfl unfold countP rw [this, Nat.add_comm, List.countP_go_eq_add] @[simp] theorem countP_cons_of_neg {l} (pa : ¬p a) : countP p (a :: l) = countP p l := by simp [countP, countP.go, pa] theorem countP_cons {a : α} {l : List α} : countP p (a :: l) = countP p l + if p a then 1 else 0 := by by_cases h : p a <;> simp [h] @[simp] theorem countP_singleton {a : α} : countP p [a] = if p a then 1 else 0 := by simp [countP_cons] theorem length_eq_countP_add_countP (p : α → Bool) {l : List α} : length l = countP p l + countP (fun a => ¬p a) l := by induction l with | nil => rfl | cons hd _ ih => if h : p hd then rw [countP_cons_of_pos h, countP_cons_of_neg _, length, ih] · rw [Nat.add_assoc, Nat.add_comm _ 1, Nat.add_assoc] · simp [h] else rw [countP_cons_of_pos (p := fun a => ¬p a), countP_cons_of_neg h, length, ih] · rfl · simp [h] theorem countP_eq_length_filter {l : List α} : countP p l = length (filter p l) := by induction l with | nil => rfl | cons x l ih => if h : p x then rw [countP_cons_of_pos h, ih, filter_cons_of_pos h, length] else rw [countP_cons_of_neg h, ih, filter_cons_of_neg h] theorem countP_eq_length_filter' : countP p = length ∘ filter p := by funext l apply countP_eq_length_filter theorem countP_le_length : countP p l ≤ l.length := by simp only [countP_eq_length_filter] apply length_filter_le @[simp] theorem countP_append {l₁ l₂ : List α} : countP p (l₁ ++ l₂) = countP p l₁ + countP p l₂ := by simp only [countP_eq_length_filter, filter_append, length_append] @[simp] theorem countP_pos_iff {p} : 0 < countP p l ↔ ∃ a ∈ l, p a := by simp only [countP_eq_length_filter, length_pos_iff_exists_mem, mem_filter, exists_prop] @[simp] theorem one_le_countP_iff {p} : 1 ≤ countP p l ↔ ∃ a ∈ l, p a := countP_pos_iff @[simp] theorem countP_eq_zero {p} : countP p l = 0 ↔ ∀ a ∈ l, ¬p a := by simp only [countP_eq_length_filter, length_eq_zero_iff, filter_eq_nil_iff] @[simp] theorem countP_eq_length {p} : countP p l = l.length ↔ ∀ a ∈ l, p a := by rw [countP_eq_length_filter, length_filter_eq_length_iff] theorem countP_replicate {p : α → Bool} {a : α} {n : Nat} : countP p (replicate n a) = if p a then n else 0 := by simp only [countP_eq_length_filter, filter_replicate] split <;> simp theorem boole_getElem_le_countP {p : α → Bool} {l : List α} {i : Nat} (h : i < l.length) : (if p l[i] then 1 else 0) ≤ l.countP p := by induction l generalizing i with | nil => simp at h | cons x l ih => cases i with | zero => simp [countP_cons] | succ i => simp only [length_cons, add_one_lt_add_one_iff] at h simp only [getElem_cons_succ, countP_cons] specialize ih h exact le_add_right_of_le ih theorem Sublist.countP_le (s : l₁ <+ l₂) : countP p l₁ ≤ countP p l₂ := by simp only [countP_eq_length_filter] apply s.filter _ |>.length_le theorem IsPrefix.countP_le (s : l₁ <+: l₂) : countP p l₁ ≤ countP p l₂ := s.sublist.countP_le theorem IsSuffix.countP_le (s : l₁ <:+ l₂) : countP p l₁ ≤ countP p l₂ := s.sublist.countP_le theorem IsInfix.countP_le (s : l₁ <:+: l₂) : countP p l₁ ≤ countP p l₂ := s.sublist.countP_le -- See `Init.Data.List.Nat.Count` for `Sublist.le_countP : countP p l₂ - (l₂.length - l₁.length) ≤ countP p l₁`. theorem countP_tail_le (l) : countP p l.tail ≤ countP p l := (tail_sublist l).countP_le -- See `Init.Data.List.Nat.Count` for `le_countP_tail : countP p l - 1 ≤ countP p l.tail`. theorem countP_filter {l : List α} : countP p (filter q l) = countP (fun a => p a && q a) l := by simp only [countP_eq_length_filter, filter_filter] @[simp] theorem countP_true : (countP fun (_ : α) => true) = length := by funext l simp @[simp] theorem countP_false : (countP fun (_ : α) => false) = Function.const _ 0 := by funext l simp @[simp] theorem countP_map {p : β → Bool} {f : α → β} : ∀ {l}, countP p (map f l) = countP (p ∘ f) l | [] => rfl | a :: l => by rw [map_cons, countP_cons, countP_cons, countP_map]; rfl theorem length_filterMap_eq_countP {f : α → Option β} {l : List α} : (filterMap f l).length = countP (fun a => (f a).isSome) l := by induction l with | nil => rfl | cons x l ih => simp only [filterMap_cons, countP_cons] split <;> simp [ih, *] theorem countP_filterMap {p : β → Bool} {f : α → Option β} {l : List α} : countP p (filterMap f l) = countP (fun a => ((f a).map p).getD false) l := by simp only [countP_eq_length_filter, filter_filterMap, ← filterMap_eq_filter] simp only [length_filterMap_eq_countP] congr ext a cases h : f a <;> simp_all [Option.isSome_filter] @[simp] theorem countP_flatten {l : List (List α)} : countP p l.flatten = (l.map (countP p)).sum := by simp only [countP_eq_length_filter, filter_flatten] simp [countP_eq_length_filter'] theorem countP_flatMap {p : β → Bool} {l : List α} {f : α → List β} : countP p (l.flatMap f) = sum (map (countP p ∘ f) l) := by rw [List.flatMap, countP_flatten, map_map] @[simp] theorem countP_reverse {l : List α} : countP p l.reverse = countP p l := by simp [countP_eq_length_filter, filter_reverse] theorem countP_mono_left (h : ∀ x ∈ l, p x → q x) : countP p l ≤ countP q l := by induction l with | nil => apply Nat.le_refl | cons a l ihl => rw [forall_mem_cons] at h have ⟨ha, hl⟩ := h simp [countP_cons] cases h : p a · simp only [Bool.false_eq_true, ↓reduceIte, Nat.add_zero] apply Nat.le_trans ?_ (Nat.le_add_right _ _) apply ihl hl · simp only [↓reduceIte, ha h, succ_le_succ_iff] apply ihl hl theorem countP_congr (h : ∀ x ∈ l, p x ↔ q x) : countP p l = countP q l := Nat.le_antisymm (countP_mono_left fun x hx => (h x hx).1) (countP_mono_left fun x hx => (h x hx).2) end countP /-! ### count -/ section count variable [BEq α] @[simp] theorem count_nil {a : α} : count a [] = 0 := rfl theorem count_cons {a b : α} {l : List α} : count a (b :: l) = count a l + if b == a then 1 else 0 := by simp [count, countP_cons] theorem count_eq_countP {a : α} {l : List α} : count a l = countP (· == a) l := rfl theorem count_eq_countP' {a : α} : count a = countP (· == a) := by funext l apply count_eq_countP theorem count_tail : ∀ {l : List α} (h : l ≠ []) (a : α), l.tail.count a = l.count a - if l.head h == a then 1 else 0 | _ :: _, a, _ => by simp [count_cons] theorem count_le_length {a : α} {l : List α} : count a l ≤ l.length := countP_le_length theorem Sublist.count_le (a : α) (h : l₁ <+ l₂) : count a l₁ ≤ count a l₂ := h.countP_le theorem IsPrefix.count_le (a : α) (h : l₁ <+: l₂) : count a l₁ ≤ count a l₂ := h.sublist.count_le a theorem IsSuffix.count_le (a : α) (h : l₁ <:+ l₂) : count a l₁ ≤ count a l₂ := h.sublist.count_le a theorem IsInfix.count_le (a : α) (h : l₁ <:+: l₂) : count a l₁ ≤ count a l₂ := h.sublist.count_le a -- See `Init.Data.List.Nat.Count` for `Sublist.le_count : count a l₂ - (l₂.length - l₁.length) ≤ countP a l₁`. theorem count_tail_le {a : α} {l : List α} : count a l.tail ≤ count a l := (tail_sublist l).count_le a -- See `Init.Data.List.Nat.Count` for `le_count_tail : count a l - 1 ≤ count a l.tail`. theorem count_le_count_cons {a b : α} {l : List α} : count a l ≤ count a (b :: l) := (sublist_cons_self _ _).count_le a theorem count_singleton {a b : α} : count a [b] = if b == a then 1 else 0 := by simp [count_cons] @[simp, grind =] theorem count_append {a : α} {l₁ l₂ : List α} : count a (l₁ ++ l₂) = count a l₁ + count a l₂ := countP_append theorem count_flatten {a : α} {l : List (List α)} : count a l.flatten = (l.map (count a)).sum := by simp only [count_eq_countP, countP_flatten, count_eq_countP'] @[simp] theorem count_reverse {a : α} {l : List α} : count a l.reverse = count a l := by simp only [count_eq_countP, countP_eq_length_filter, filter_reverse, length_reverse] theorem boole_getElem_le_count {a : α} {l : List α} {i : Nat} (h : i < l.length) : (if l[i] == a then 1 else 0) ≤ l.count a := by rw [count_eq_countP] apply boole_getElem_le_countP (p := (· == a)) variable [LawfulBEq α] @[simp] theorem count_cons_self {a : α} {l : List α} : count a (a :: l) = count a l + 1 := by simp [count_cons] @[simp] theorem count_cons_of_ne (h : b ≠ a) {l : List α} : count a (b :: l) = count a l := by simp [count_cons, h] theorem count_singleton_self {a : α} : count a [a] = 1 := by simp theorem count_concat_self {a : α} {l : List α} : count a (concat l a) = count a l + 1 := by simp @[simp] theorem count_pos_iff {a : α} {l : List α} : 0 < count a l ↔ a ∈ l := by simp only [count, countP_pos_iff, beq_iff_eq, exists_eq_right] @[simp] theorem one_le_count_iff {a : α} {l : List α} : 1 ≤ count a l ↔ a ∈ l := count_pos_iff theorem count_eq_zero_of_not_mem {a : α} {l : List α} (h : a ∉ l) : count a l = 0 := Decidable.byContradiction fun h' => h <| count_pos_iff.1 (Nat.pos_of_ne_zero h') theorem not_mem_of_count_eq_zero {a : α} {l : List α} (h : count a l = 0) : a ∉ l := fun h' => Nat.ne_of_lt (count_pos_iff.2 h') h.symm theorem count_eq_zero {l : List α} : count a l = 0 ↔ a ∉ l := ⟨not_mem_of_count_eq_zero, count_eq_zero_of_not_mem⟩ theorem count_eq_length {l : List α} : count a l = l.length ↔ ∀ b ∈ l, a = b := by rw [count, countP_eq_length] refine ⟨fun h b hb => Eq.symm ?_, fun h b hb => ?_⟩ · simpa using h b hb · rw [h b hb, beq_self_eq_true] @[simp] theorem count_replicate_self {a : α} {n : Nat} : count a (replicate n a) = n := (count_eq_length.2 <| fun _ h => (eq_of_mem_replicate h).symm).trans (length_replicate ..) @[grind =] theorem count_replicate {a b : α} {n : Nat} : count a (replicate n b) = if b == a then n else 0 := by split <;> (rename_i h; simp only [beq_iff_eq] at h) · exact ‹b = a› ▸ count_replicate_self .. · exact count_eq_zero.2 <| mt eq_of_mem_replicate (Ne.symm h) theorem filter_beq {l : List α} (a : α) : l.filter (· == a) = replicate (count a l) a := by simp only [count, countP_eq_length_filter, eq_replicate_iff, mem_filter, beq_iff_eq] exact ⟨trivial, fun _ h => h.2⟩ theorem filter_eq [DecidableEq α] {l : List α} (a : α) : l.filter (· = a) = replicate (count a l) a := funext (Bool.beq_eq_decide_eq · a) ▸ filter_beq a @[grind =] theorem replicate_sublist_iff {l : List α} : replicate n a <+ l ↔ n ≤ count a l := by refine ⟨fun h => ?_, fun h => ?_⟩ · simpa only [count_replicate_self] using h.count_le a · exact ((replicate_sublist_replicate a).2 h).trans <| filter_beq a ▸ filter_sublist @[deprecated replicate_sublist_iff (since := "2025-05-26")] theorem le_count_iff_replicate_sublist {l : List α} : n ≤ count a l ↔ replicate n a <+ l := replicate_sublist_iff.symm theorem replicate_count_eq_of_count_eq_length {l : List α} (h : count a l = length l) : replicate (count a l) a = l := (replicate_sublist_iff.mpr (Nat.le_refl _)).eq_of_length <| length_replicate.trans h @[simp] theorem count_filter {l : List α} (h : p a) : count a (filter p l) = count a l := by rw [count, countP_filter]; congr; funext b simp; rintro rfl; exact h theorem count_le_count_map {β} [BEq β] [LawfulBEq β] {l : List α} {f : α → β} {x : α} : count x l ≤ count (f x) (map f l) := by rw [count, count, countP_map] apply countP_mono_left; simp +contextual theorem count_filterMap {α} [BEq β] {b : β} {f : α → Option β} {l : List α} : count b (filterMap f l) = countP (fun a => f a == some b) l := by rw [count_eq_countP, countP_filterMap] congr ext a obtain _ | b := f a · simp · simp theorem count_flatMap {α} [BEq β] {l : List α} {f : α → List β} {x : β} : count x (l.flatMap f) = sum (map (count x ∘ f) l) := countP_flatMap theorem count_erase {a b : α} : ∀ {l : List α}, count a (l.erase b) = count a l - if b == a then 1 else 0 | [] => by simp | c :: l => by rw [erase_cons] if hc : c = b then have hc_beq := beq_iff_eq.mpr hc rw [if_pos hc_beq, hc, count_cons, Nat.add_sub_cancel] else have hc_beq := beq_false_of_ne hc simp only [hc_beq, if_false, count_cons, count_cons, count_erase, reduceCtorEq] if ha : b = a then rw [ha, eq_comm] at hc rw [if_pos (beq_iff_eq.2 ha), if_neg (by simpa using Ne.symm hc), Nat.add_zero, Nat.add_zero] else rw [if_neg (by simpa using ha), Nat.sub_zero, Nat.sub_zero] @[simp] theorem count_erase_self {a : α} {l : List α} : count a (List.erase l a) = count a l - 1 := by rw [count_erase, if_pos (by simp)] @[simp] theorem count_erase_of_ne (ab : a ≠ b) {l : List α} : count a (l.erase b) = count a l := by rw [count_erase, if_neg (by simpa using ab.symm), Nat.sub_zero] end count