| /- | |
| Copyright (c) 2025 Lean FRO, LLC. All rights reserved. | |
| Released under Apache 2.0 license as described in the file LICENSE. | |
| Authors: Kim Morrison | |
| -/ | |
| prelude | |
| import Init.Data.Array.Lemmas | |
| import Init.Data.List.Nat.Count | |
| /-! | |
| # Lemmas about `Array.countP` and `Array.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 Array | |
| open Nat | |
| /-! ### countP -/ | |
| section countP | |
| variable (p q : α → Bool) | |
| @[simp] theorem countP_empty : countP p #[] = 0 := rfl | |
| @[simp] theorem countP_push_of_pos (xs) (pa : p a) : countP p (xs.push a) = countP p xs + 1 := by | |
| rcases xs with ⟨xs⟩ | |
| simp_all | |
| @[simp] theorem countP_push_of_neg (xs) (pa : ¬p a) : countP p (xs.push a) = countP p xs := by | |
| rcases xs with ⟨xs⟩ | |
| simp_all | |
| theorem countP_push (a : α) (xs) : countP p (xs.push a) = countP p xs + if p a then 1 else 0 := by | |
| rcases xs with ⟨xs⟩ | |
| simp_all | |
| @[simp] theorem countP_singleton (a : α) : countP p #[a] = if p a then 1 else 0 := by | |
| simp [countP_push] | |
| theorem size_eq_countP_add_countP (xs) : xs.size = countP p xs + countP (fun a => ¬p a) xs := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.length_eq_countP_add_countP (p := p)] | |
| theorem countP_eq_size_filter (xs) : countP p xs = (filter p xs).size := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.countP_eq_length_filter] | |
| theorem countP_eq_size_filter' : countP p = size ∘ filter p := by | |
| funext xs | |
| apply countP_eq_size_filter | |
| theorem countP_le_size : countP p xs ≤ xs.size := by | |
| simp only [countP_eq_size_filter] | |
| apply size_filter_le | |
| @[simp] theorem countP_append (xs ys) : countP p (xs ++ ys) = countP p xs + countP p ys := by | |
| rcases xs with ⟨xs⟩ | |
| rcases ys with ⟨ys⟩ | |
| simp | |
| @[simp] theorem countP_pos_iff {p} : 0 < countP p xs ↔ ∃ a ∈ xs, p a := by | |
| rcases xs with ⟨xs⟩ | |
| simp | |
| @[simp] theorem one_le_countP_iff {p} : 1 ≤ countP p xs ↔ ∃ a ∈ xs, p a := | |
| countP_pos_iff | |
| @[simp] theorem countP_eq_zero {p} : countP p xs = 0 ↔ ∀ a ∈ xs, ¬p a := by | |
| rcases xs with ⟨xs⟩ | |
| simp | |
| @[simp] theorem countP_eq_size {p} : countP p xs = xs.size ↔ ∀ a ∈ xs, p a := by | |
| rcases xs with ⟨xs⟩ | |
| simp | |
| theorem countP_mkArray (p : α → Bool) (a : α) (n : Nat) : | |
| countP p (mkArray n a) = if p a then n else 0 := by | |
| simp [← List.toArray_replicate, List.countP_replicate] | |
| theorem boole_getElem_le_countP (p : α → Bool) (xs : Array α) (i : Nat) (h : i < xs.size) : | |
| (if p xs[i] then 1 else 0) ≤ xs.countP p := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.boole_getElem_le_countP] | |
| theorem countP_set (p : α → Bool) (xs : Array α) (i : Nat) (a : α) (h : i < xs.size) : | |
| (xs.set i a).countP p = xs.countP p - (if p xs[i] then 1 else 0) + (if p a then 1 else 0) := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.countP_set, h] | |
| theorem countP_filter (xs : Array α) : | |
| countP p (filter q xs) = countP (fun a => p a && q a) xs := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.countP_filter] | |
| @[simp] theorem countP_true : (countP fun (_ : α) => true) = size := by | |
| funext xs | |
| simp | |
| @[simp] theorem countP_false : (countP fun (_ : α) => false) = Function.const _ 0 := by | |
| funext xs | |
| simp | |
| @[simp] theorem countP_map (p : β → Bool) (f : α → β) (xs : Array α) : | |
| countP p (map f xs) = countP (p ∘ f) xs := by | |
| rcases xs with ⟨xs⟩ | |
| simp | |
| theorem size_filterMap_eq_countP (f : α → Option β) (xs : Array α) : | |
| (filterMap f xs).size = countP (fun a => (f a).isSome) xs := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.length_filterMap_eq_countP] | |
| theorem countP_filterMap (p : β → Bool) (f : α → Option β) (xs : Array α) : | |
| countP p (filterMap f xs) = countP (fun a => ((f a).map p).getD false) xs := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.countP_filterMap] | |
| @[simp] theorem countP_flatten (xss : Array (Array α)) : | |
| countP p xss.flatten = (xss.map (countP p)).sum := by | |
| cases xss using array₂_induction | |
| simp [List.countP_flatten, Function.comp_def] | |
| theorem countP_flatMap (p : β → Bool) (xs : Array α) (f : α → Array β) : | |
| countP p (xs.flatMap f) = sum (map (countP p ∘ f) xs) := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.countP_flatMap, Function.comp_def] | |
| @[simp] theorem countP_reverse (xs : Array α) : countP p xs.reverse = countP p xs := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.countP_reverse] | |
| variable {p q} | |
| theorem countP_mono_left (h : ∀ x ∈ xs, p x → q x) : countP p xs ≤ countP q xs := by | |
| rcases xs with ⟨xs⟩ | |
| simpa using List.countP_mono_left (by simpa using h) | |
| theorem countP_congr (h : ∀ x ∈ xs, p x ↔ q x) : countP p xs = countP q xs := | |
| 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_empty (a : α) : count a #[] = 0 := rfl | |
| theorem count_push (a b : α) (xs : Array α) : | |
| count a (xs.push b) = count a xs + if b == a then 1 else 0 := by | |
| simp [count, countP_push] | |
| theorem count_eq_countP (a : α) (xs : Array α) : count a xs = countP (· == a) xs := rfl | |
| theorem count_eq_countP' {a : α} : count a = countP (· == a) := by | |
| funext xs | |
| apply count_eq_countP | |
| theorem count_le_size (a : α) (xs : Array α) : count a xs ≤ xs.size := countP_le_size _ | |
| theorem count_le_count_push (a b : α) (xs : Array α) : count a xs ≤ count a (xs.push b) := by | |
| simp [count_push] | |
| theorem count_singleton (a b : α) : count a #[b] = if b == a then 1 else 0 := by | |
| simp [count_eq_countP] | |
| @[simp] theorem count_append (a : α) : ∀ xs ys, count a (xs ++ ys) = count a xs + count a ys := | |
| countP_append _ | |
| @[simp] theorem count_flatten (a : α) (xss : Array (Array α)) : | |
| count a xss.flatten = (xss.map (count a)).sum := by | |
| cases xss using array₂_induction | |
| simp [List.count_flatten, Function.comp_def] | |
| @[simp] theorem count_reverse (a : α) (xs : Array α) : count a xs.reverse = count a xs := by | |
| rcases xs with ⟨xs⟩ | |
| simp | |
| theorem boole_getElem_le_count (a : α) (xs : Array α) (i : Nat) (h : i < xs.size) : | |
| (if xs[i] == a then 1 else 0) ≤ xs.count a := by | |
| rw [count_eq_countP] | |
| apply boole_getElem_le_countP (· == a) | |
| theorem count_set (a b : α) (xs : Array α) (i : Nat) (h : i < xs.size) : | |
| (xs.set i a).count b = xs.count b - (if xs[i] == b then 1 else 0) + (if a == b then 1 else 0) := by | |
| simp [count_eq_countP, countP_set, h] | |
| variable [LawfulBEq α] | |
| @[simp] theorem count_push_self (a : α) (xs : Array α) : count a (xs.push a) = count a xs + 1 := by | |
| simp [count_push] | |
| @[simp] theorem count_push_of_ne (h : b ≠ a) (xs : Array α) : count a (xs.push b) = count a xs := by | |
| simp_all [count_push, h] | |
| theorem count_singleton_self (a : α) : count a #[a] = 1 := by simp | |
| @[simp] | |
| theorem count_pos_iff {a : α} {xs : Array α} : 0 < count a xs ↔ a ∈ xs := by | |
| simp only [count, countP_pos_iff, beq_iff_eq, exists_eq_right] | |
| @[simp] theorem one_le_count_iff {a : α} {xs : Array α} : 1 ≤ count a xs ↔ a ∈ xs := | |
| count_pos_iff | |
| theorem count_eq_zero_of_not_mem {a : α} {xs : Array α} (h : a ∉ xs) : count a xs = 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} {xs : Array α} (h : count a xs = 0) : a ∉ xs := | |
| fun h' => Nat.ne_of_lt (count_pos_iff.2 h') h.symm | |
| theorem count_eq_zero {xs : Array α} : count a xs = 0 ↔ a ∉ xs := | |
| ⟨not_mem_of_count_eq_zero, count_eq_zero_of_not_mem⟩ | |
| theorem count_eq_size {xs : Array α} : count a xs = xs.size ↔ ∀ b ∈ xs, a = b := by | |
| rw [count, countP_eq_size] | |
| 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_mkArray_self (a : α) (n : Nat) : count a (mkArray n a) = n := by | |
| simp [← List.toArray_replicate] | |
| theorem count_mkArray (a b : α) (n : Nat) : count a (mkArray n b) = if b == a then n else 0 := by | |
| simp [← List.toArray_replicate, List.count_replicate] | |
| theorem filter_beq (xs : Array α) (a : α) : xs.filter (· == a) = mkArray (count a xs) a := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.filter_beq] | |
| theorem filter_eq {α} [DecidableEq α] (xs : Array α) (a : α) : xs.filter (· = a) = mkArray (count a xs) a := | |
| filter_beq xs a | |
| theorem mkArray_count_eq_of_count_eq_size {xs : Array α} (h : count a xs = xs.size) : | |
| mkArray (count a xs) a = xs := by | |
| rcases xs with ⟨xs⟩ | |
| rw [← toList_inj] | |
| simp [List.replicate_count_eq_of_count_eq_length (by simpa using h)] | |
| @[simp] theorem count_filter {xs : Array α} (h : p a) : count a (filter p xs) = count a xs := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.count_filter, h] | |
| theorem count_le_count_map [DecidableEq β] (xs : Array α) (f : α → β) (x : α) : | |
| count x xs ≤ count (f x) (map f xs) := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.count_le_count_map, countP_map] | |
| theorem count_filterMap {α} [BEq β] (b : β) (f : α → Option β) (xs : Array α) : | |
| count b (filterMap f xs) = countP (fun a => f a == some b) xs := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.count_filterMap, countP_filterMap] | |
| theorem count_flatMap {α} [BEq β] (xs : Array α) (f : α → Array β) (x : β) : | |
| count x (xs.flatMap f) = sum (map (count x ∘ f) xs) := by | |
| rcases xs with ⟨xs⟩ | |
| simp [List.count_flatMap, countP_flatMap, Function.comp_def] | |
| -- FIXME these theorems can be restored once `List.erase` and `Array.erase` have been related. | |
| -- theorem count_erase (a b : α) (l : Array α) : count a (l.erase b) = count a l - if b == a then 1 else 0 := by | |
| -- sorry | |
| -- @[simp] theorem count_erase_self (a : α) (l : Array α) : | |
| -- count a (l.erase a) = count a l - 1 := by rw [count_erase, if_pos (by simp)] | |
| -- @[simp] theorem count_erase_of_ne (ab : a ≠ b) (l : Array 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 |