/- Copyright (c) 2015 Microsoft Corporation. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Author: Leonardo de Moura Finite bags. -/ import data.nat data.list.perm algebra.binary open nat quot list subtype binary function eq.ops open [declarations] perm variable {A : Type} definition bag.setoid [instance] (A : Type) : setoid (list A) := setoid.mk (@perm A) (mk_equivalence (@perm A) (@perm.refl A) (@perm.symm A) (@perm.trans A)) definition bag (A : Type) : Type := quot (bag.setoid A) namespace bag definition of_list (l : list A) : bag A := ⟦l⟧ definition empty : bag A := of_list nil definition singleton (a : A) : bag A := of_list [a] definition insert (a : A) (b : bag A) : bag A := quot.lift_on b (λ l, ⟦a::l⟧) (λ l₁ l₂ h, quot.sound (perm.skip a h)) lemma insert_empty_eq_singleton (a : A) : insert a empty = singleton a := rfl definition insert.comm (a₁ a₂ : A) (b : bag A) : insert a₁ (insert a₂ b) = insert a₂ (insert a₁ b) := quot.induction_on b (λ l, quot.sound !perm.swap) definition append (b₁ b₂ : bag A) : bag A := quot.lift_on₂ b₁ b₂ (λ l₁ l₂, ⟦l₁++l₂⟧) (λ l₁ l₂ l₃ l₄ h₁ h₂, quot.sound (perm_app h₁ h₂)) infix ++ := append lemma append.comm (b₁ b₂ : bag A) : b₁ ++ b₂ = b₂ ++ b₁ := quot.induction_on₂ b₁ b₂ (λ l₁ l₂, quot.sound !perm_app_comm) lemma append.assoc (b₁ b₂ b₃ : bag A) : (b₁ ++ b₂) ++ b₃ = b₁ ++ (b₂ ++ b₃) := quot.induction_on₃ b₁ b₂ b₃ (λ l₁ l₂ l₃, quot.sound (by rewrite list.append.assoc; apply perm.refl)) lemma append_empty_left (b : bag A) : empty ++ b = b := quot.induction_on b (λ l, quot.sound (by rewrite append_nil_left; apply perm.refl)) lemma append_empty_right (b : bag A) : b ++ empty = b := quot.induction_on b (λ l, quot.sound (by rewrite append_nil_right; apply perm.refl)) lemma append_insert_left (a : A) (b₁ b₂ : bag A) : insert a b₁ ++ b₂ = insert a (b₁ ++ b₂) := quot.induction_on₂ b₁ b₂ (λ l₁ l₂, quot.sound (by rewrite append_cons; apply perm.refl)) lemma append_insert_right (a : A) (b₁ b₂ : bag A) : b₁ ++ insert a b₂ = insert a (b₁ ++ b₂) := calc b₁ ++ insert a b₂ = insert a b₂ ++ b₁ : append.comm ... = insert a (b₂ ++ b₁) : append_insert_left ... = insert a (b₁ ++ b₂) : append.comm protected lemma induction_on [recursor 3] {C : bag A → Prop} (b : bag A) (h₁ : C empty) (h₂ : ∀ a b, C b → C (insert a b)) : C b := quot.induction_on b (λ l, list.induction_on l h₁ (λ h t ih, h₂ h ⟦t⟧ ih)) section decidable_eq variable [decA : decidable_eq A] include decA open decidable definition has_decidable_eq [instance] (b₁ b₂ : bag A) : decidable (b₁ = b₂) := quot.rec_on_subsingleton₂ b₁ b₂ (λ l₁ l₂, match decidable_perm l₁ l₂ with | inl h := inl (quot.sound h) | inr h := inr (λ n, absurd (quot.exact n) h) end) end decidable_eq section count variable [decA : decidable_eq A] include decA definition count (a : A) (b : bag A) : nat := quot.lift_on b (λ l, count a l) (λ l₁ l₂ h, count_eq_of_perm h a) lemma count_empty (a : A) : count a empty = 0 := rfl lemma count_insert (a : A) (b : bag A) : count a (insert a b) = succ (count a b) := quot.induction_on b (λ l, begin unfold [insert, count], rewrite count_cons_eq end) lemma count_insert_of_ne {a₁ a₂ : A} (h : a₁ ≠ a₂) (b : bag A) : count a₁ (insert a₂ b) = count a₁ b := quot.induction_on b (λ l, begin unfold [insert, count], rewrite (count_cons_of_ne h) end) lemma count_singleton (a : A) : count a (singleton a) = 1 := begin rewrite [-insert_empty_eq_singleton, count_insert] end lemma count_append (a : A) (b₁ b₂ : bag A) : count a (append b₁ b₂) = count a b₁ + count a b₂ := quot.induction_on₂ b₁ b₂ (λ l₁ l₂, begin unfold [append, count], rewrite list.count_append end) open perm decidable protected lemma ext {b₁ b₂ : bag A} : (∀ a, count a b₁ = count a b₂) → b₁ = b₂ := quot.induction_on₂ b₁ b₂ (λ l₁ l₂ (h : ∀ a, count a ⟦l₁⟧ = count a ⟦l₂⟧), have gen : ∀ (l₁ l₂ : list A), (∀ a, list.count a l₁ = list.count a l₂) → l₁ ~ l₂ | [] [] h₁ := !perm.refl | [] (a₂::s₂) h₁ := assert list.count a₂ [] = list.count a₂ (a₂::s₂), from h₁ a₂, by rewrite [count_nil at this, count_cons_eq at this]; contradiction | (a::s₁) s₂ h₁ := assert g₁ : list.count a (a::s₁) > 0, from count_gt_zero_of_mem !mem_cons, assert list.count a (a::s₁) = list.count a s₂, from h₁ a, assert list.count a s₂ > 0, by rewrite [-this]; exact g₁, have a ∈ s₂, from mem_of_count_gt_zero this, have ∃ l r, s₂ = l++(a::r), from mem_split this, obtain l r (e₁ : s₂ = l++(a::r)), from this, have ∀ a, list.count a s₁ = list.count a (l++r), from take a₁, assert e₂ : list.count a₁ (a::s₁) = list.count a₁ (l++(a::r)), by rewrite -e₁; exact h₁ a₁, by_cases (suppose a₁ = a, begin rewrite [-this at e₂, list.count_append at e₂, *count_cons_eq at e₂, add_succ at e₂], injection e₂ with e₃, rewrite e₃, rewrite list.count_append end) (suppose a₁ ≠ a, by rewrite [list.count_append at e₂, *count_cons_of_ne this at e₂, e₂, list.count_append]), have ih : s₁ ~ l++r, from gen s₁ (l++r) this, calc a::s₁ ~ a::(l++r) : perm.skip a ih ... ~ l++(a::r) : perm_middle ... = s₂ : e₁, quot.sound (gen l₁ l₂ h)) definition insert.inj {a : A} {b₁ b₂ : bag A} : insert a b₁ = insert a b₂ → b₁ = b₂ := assume h, bag.ext (take x, assert e : count x (insert a b₁) = count x (insert a b₂), by rewrite h, by_cases (suppose x = a, begin subst x, rewrite [*count_insert at e], injection e, assumption end) (suppose x ≠ a, begin rewrite [*count_insert_of_ne this at e], assumption end)) end count section extract open decidable variable [decA : decidable_eq A] include decA definition extract (a : A) (b : bag A) : bag A := quot.lift_on b (λ l, ⟦filter (λ c, c ≠ a) l⟧) (λ l₁ l₂ h, quot.sound (perm_filter h)) lemma extract_singleton (a : A) : extract a (singleton a) = empty := begin unfold [extract, singleton, of_list, filter], rewrite [if_neg (λ h : a ≠ a, absurd rfl h)] end lemma extract_insert (a : A) (b : bag A) : extract a (insert a b) = extract a b := quot.induction_on b (λ l, begin unfold [insert, extract], rewrite [@filter_cons_of_neg _ (λ c, c ≠ a) _ _ l (not_not_intro (eq.refl a))] end) lemma extract_insert_of_ne {a₁ a₂ : A} (h : a₁ ≠ a₂) (b : bag A) : extract a₁ (insert a₂ b) = insert a₂ (extract a₁ b) := quot.induction_on b (λ l, begin unfold [insert, extract], rewrite [@filter_cons_of_pos _ (λ c, c ≠ a₁) _ _ l (ne.symm h)] end) lemma count_extract (a : A) (b : bag A) : count a (extract a b) = 0 := bag.induction_on b rfl (λ c b ih, by_cases (suppose a = c, begin subst c, rewrite [extract_insert, ih] end) (suppose a ≠ c, begin rewrite [extract_insert_of_ne this, count_insert_of_ne this, ih] end)) lemma count_extract_of_ne {a₁ a₂ : A} (h : a₁ ≠ a₂) (b : bag A) : count a₁ (extract a₂ b) = count a₁ b := bag.induction_on b rfl (take x b ih, by_cases (suppose x = a₁, begin subst x, rewrite [extract_insert_of_ne (ne.symm h), *count_insert, ih] end) (suppose x ≠ a₁, by_cases (suppose x = a₂, begin subst x, rewrite [extract_insert, ih, count_insert_of_ne h] end) (suppose x ≠ a₂, begin rewrite [count_insert_of_ne (ne.symm `x ≠ a₁`), extract_insert_of_ne (ne.symm this)], rewrite [count_insert_of_ne (ne.symm `x ≠ a₁`), ih] end))) end extract section erase variable [decA : decidable_eq A] include decA definition erase (a : A) (b : bag A) : bag A := quot.lift_on b (λ l, ⟦erase a l⟧) (λ l₁ l₂ h, quot.sound (erase_perm_erase_of_perm _ h)) lemma erase_empty (a : A) : erase a empty = empty := rfl lemma erase_insert (a : A) (b : bag A) : erase a (insert a b) = b := quot.induction_on b (λ l, quot.sound (by rewrite erase_cons_head; apply perm.refl)) lemma erase_insert_of_ne {a₁ a₂ : A} (h : a₁ ≠ a₂) (b : bag A) : erase a₁ (insert a₂ b) = insert a₂ (erase a₁ b) := quot.induction_on b (λ l, quot.sound (by rewrite (erase_cons_tail _ h); apply perm.refl)) end erase section member variable [decA : decidable_eq A] include decA definition mem (a : A) (b : bag A) := count a b > 0 infix ∈ := mem lemma mem_def (a : A) (b : bag A) : (a ∈ b) = (count a b > 0) := rfl lemma mem_insert (a : A) (b : bag A) : a ∈ insert a b := begin unfold mem, rewrite count_insert, exact dec_trivial end lemma mem_of_list_iff_mem (a : A) (l : list A) : a ∈ of_list l ↔ a ∈ l := iff.intro !mem_of_count_gt_zero !count_gt_zero_of_mem lemma count_of_list_eq_count (a : A) (l : list A) : count a (of_list l) = list.count a l := rfl end member section union_inter variable [decA : decidable_eq A] include decA open perm decidable private definition union_list (l₁ l₂ : list A) := erase_dup (l₁ ++ l₂) private lemma perm_union_list {l₁ l₂ l₃ l₄ : list A} (h₁ : l₁ ~ l₃) (h₂ : l₂ ~ l₄) : union_list l₁ l₂ ~ union_list l₃ l₄ := perm_erase_dup_of_perm (perm_app h₁ h₂) private lemma nodup_union_list (l₁ l₂ : list A) : nodup (union_list l₁ l₂) := !nodup_erase_dup private definition not_mem_of_not_mem_union_list_left {a : A} {l₁ l₂ : list A} (h : a ∉ union_list l₁ l₂) : a ∉ l₁ := suppose a ∈ l₁, have a ∈ l₁ ++ l₂, from mem_append_left _ this, have a ∈ erase_dup (l₁ ++ l₂), from mem_erase_dup this, absurd this h private definition not_mem_of_not_mem_union_list_right {a : A} {l₁ l₂ : list A} (h : a ∉ union_list l₁ l₂) : a ∉ l₂ := suppose a ∈ l₂, have a ∈ l₁ ++ l₂, from mem_append_right _ this, have a ∈ erase_dup (l₁ ++ l₂), from mem_erase_dup this, absurd this h private definition gen : nat → A → list A | 0 a := nil | (n+1) a := a :: gen n a private lemma not_mem_gen_of_ne {a b : A} (h : a ≠ b) : ∀ n, a ∉ gen n b | 0 := !not_mem_nil | (n+1) := not_mem_cons_of_ne_of_not_mem h (not_mem_gen_of_ne n) private lemma count_gen : ∀ (a : A) (n : nat), list.count a (gen n a) = n | a 0 := rfl | a (n+1) := begin unfold gen, rewrite [count_cons_eq, count_gen] end private lemma count_gen_eq_zero_of_ne {a b : A} (h : a ≠ b) : ∀ n, list.count a (gen n b) = 0 | 0 := rfl | (n+1) := begin unfold gen, rewrite [count_cons_of_ne h, count_gen_eq_zero_of_ne] end private definition max_count (l₁ l₂ : list A) : list A → list A | [] := [] | (a::l) := if list.count a l₁ ≥ list.count a l₂ then gen (list.count a l₁) a ++ max_count l else gen (list.count a l₂) a ++ max_count l private definition min_count (l₁ l₂ : list A) : list A → list A | [] := [] | (a::l) := if list.count a l₁ ≤ list.count a l₂ then gen (list.count a l₁) a ++ min_count l else gen (list.count a l₂) a ++ min_count l private lemma not_mem_max_count_of_not_mem (l₁ l₂ : list A) : ∀ {a l}, a ∉ l → a ∉ max_count l₁ l₂ l | a [] h := !not_mem_nil | a (b::l) h := assert ih : a ∉ max_count l₁ l₂ l, from not_mem_max_count_of_not_mem (not_mem_of_not_mem_cons h), assert a ≠ b, from ne_of_not_mem_cons h, by_cases (suppose list.count b l₁ ≥ list.count b l₂, begin unfold max_count, rewrite [if_pos this], exact not_mem_append (not_mem_gen_of_ne `a ≠ b` _) ih end) (suppose ¬ list.count b l₁ ≥ list.count b l₂, begin unfold max_count, rewrite [if_neg this], exact not_mem_append (not_mem_gen_of_ne `a ≠ b` _) ih end) private lemma max_count_eq (l₁ l₂ : list A) : ∀ {a : A} {l : list A}, a ∈ l → nodup l → list.count a (max_count l₁ l₂ l) = max (list.count a l₁) (list.count a l₂) | a [] h₁ h₂ := absurd h₁ !not_mem_nil | a (b::l) h₁ h₂ := assert nodup l, from nodup_of_nodup_cons h₂, assert b ∉ l, from not_mem_of_nodup_cons h₂, or.elim h₁ (suppose a = b, have a ∉ l, by rewrite this; assumption, assert a ∉ max_count l₁ l₂ l, from not_mem_max_count_of_not_mem l₁ l₂ this, by_cases (suppose i : list.count a l₁ ≥ list.count a l₂, begin unfold max_count, subst b, rewrite [if_pos i, list.count_append, count_gen, max_eq_left i, count_eq_zero_of_not_mem `a ∉ max_count l₁ l₂ l`] end) (suppose i : ¬ list.count a l₁ ≥ list.count a l₂, begin unfold max_count, subst b, rewrite [if_neg i, list.count_append, count_gen, max_eq_right_of_lt (lt_of_not_ge i), count_eq_zero_of_not_mem `a ∉ max_count l₁ l₂ l`] end)) (suppose a ∈ l, assert a ≠ b, from suppose a = b, by subst b; contradiction, assert ih : list.count a (max_count l₁ l₂ l) = max (list.count a l₁) (list.count a l₂), from max_count_eq `a ∈ l` `nodup l`, by_cases (suppose i : list.count b l₁ ≥ list.count b l₂, begin unfold max_count, rewrite [if_pos i, -ih, list.count_append, count_gen_eq_zero_of_ne `a ≠ b`, zero_add] end) (suppose i : ¬ list.count b l₁ ≥ list.count b l₂, begin unfold max_count, rewrite [if_neg i, -ih, list.count_append, count_gen_eq_zero_of_ne `a ≠ b`, zero_add] end)) private lemma not_mem_min_count_of_not_mem (l₁ l₂ : list A) : ∀ {a l}, a ∉ l → a ∉ min_count l₁ l₂ l | a [] h := !not_mem_nil | a (b::l) h := assert ih : a ∉ min_count l₁ l₂ l, from not_mem_min_count_of_not_mem (not_mem_of_not_mem_cons h), assert a ≠ b, from ne_of_not_mem_cons h, by_cases (suppose list.count b l₁ ≤ list.count b l₂, begin unfold min_count, rewrite [if_pos this], exact not_mem_append (not_mem_gen_of_ne `a ≠ b` _) ih end) (suppose ¬ list.count b l₁ ≤ list.count b l₂, begin unfold min_count, rewrite [if_neg this], exact not_mem_append (not_mem_gen_of_ne `a ≠ b` _) ih end) private lemma min_count_eq (l₁ l₂ : list A) : ∀ {a : A} {l : list A}, a ∈ l → nodup l → list.count a (min_count l₁ l₂ l) = min (list.count a l₁) (list.count a l₂) | a [] h₁ h₂ := absurd h₁ !not_mem_nil | a (b::l) h₁ h₂ := assert nodup l, from nodup_of_nodup_cons h₂, assert b ∉ l, from not_mem_of_nodup_cons h₂, or.elim h₁ (suppose a = b, have a ∉ l, by rewrite this; assumption, assert a ∉ min_count l₁ l₂ l, from not_mem_min_count_of_not_mem l₁ l₂ this, by_cases (suppose i : list.count a l₁ ≤ list.count a l₂, begin unfold min_count, subst b, rewrite [if_pos i, list.count_append, count_gen, min_eq_left i, count_eq_zero_of_not_mem `a ∉ min_count l₁ l₂ l`] end) (suppose i : ¬ list.count a l₁ ≤ list.count a l₂, begin unfold min_count, subst b, rewrite [if_neg i, list.count_append, count_gen, min_eq_right (le_of_lt (lt_of_not_ge i)), count_eq_zero_of_not_mem `a ∉ min_count l₁ l₂ l`] end)) (suppose a ∈ l, assert a ≠ b, from suppose a = b, by subst b; contradiction, assert ih : list.count a (min_count l₁ l₂ l) = min (list.count a l₁) (list.count a l₂), from min_count_eq `a ∈ l` `nodup l`, by_cases (suppose i : list.count b l₁ ≤ list.count b l₂, begin unfold min_count, rewrite [if_pos i, -ih, list.count_append, count_gen_eq_zero_of_ne `a ≠ b`, zero_add] end) (suppose i : ¬ list.count b l₁ ≤ list.count b l₂, begin unfold min_count, rewrite [if_neg i, -ih, list.count_append, count_gen_eq_zero_of_ne `a ≠ b`, zero_add] end)) private lemma perm_max_count_left {l₁ l₂ l₃ l₄ : list A} (h₁ : l₁ ~ l₃) (h₂ : l₂ ~ l₄) : ∀ l, max_count l₁ l₂ l ~ max_count l₃ l₄ l | [] := by esimp | (a::l) := assert e₁ : list.count a l₁ = list.count a l₃, from count_eq_of_perm h₁ a, assert e₂ : list.count a l₂ = list.count a l₄, from count_eq_of_perm h₂ a, by_cases (suppose list.count a l₁ ≥ list.count a l₂, begin unfold max_count, rewrite [-e₁, -e₂, *if_pos this], exact perm_app !perm.refl !perm_max_count_left end) (suppose ¬ list.count a l₁ ≥ list.count a l₂, begin unfold max_count, rewrite [-e₁, -e₂, *if_neg this], exact perm_app !perm.refl !perm_max_count_left end) private lemma perm_app_left_comm (l₁ l₂ l₃ : list A) : l₁ ++ (l₂ ++ l₃) ~ l₂ ++ (l₁ ++ l₃) := calc l₁ ++ (l₂ ++ l₃) = (l₁ ++ l₂) ++ l₃ : list.append.assoc ... ~ (l₂ ++ l₁) ++ l₃ : perm_app !perm_app_comm !perm.refl ... = l₂ ++ (l₁ ++ l₃) : list.append.assoc private lemma perm_max_count_right {l r : list A} (h : l ~ r) : ∀ l₁ l₂, max_count l₁ l₂ l ~ max_count l₁ l₂ r := perm.induction_on h (λ l₁ l₂, !perm.refl) (λ x s₁ s₂ p ih l₁ l₂, by_cases (suppose i : list.count x l₁ ≥ list.count x l₂, begin unfold max_count, rewrite [*if_pos i], exact perm_app !perm.refl !ih end) (suppose i : ¬ list.count x l₁ ≥ list.count x l₂, begin unfold max_count, rewrite [*if_neg i], exact perm_app !perm.refl !ih end)) (λ x y l l₁ l₂, by_cases (suppose i₁ : list.count x l₁ ≥ list.count x l₂, by_cases (suppose i₂ : list.count y l₁ ≥ list.count y l₂, begin unfold max_count, unfold max_count, rewrite [*if_pos i₁, *if_pos i₂], apply perm_app_left_comm end) (suppose i₂ : ¬ list.count y l₁ ≥ list.count y l₂, begin unfold max_count, unfold max_count, rewrite [*if_pos i₁, *if_neg i₂], apply perm_app_left_comm end)) (suppose i₁ : ¬ list.count x l₁ ≥ list.count x l₂, by_cases (suppose i₂ : list.count y l₁ ≥ list.count y l₂, begin unfold max_count, unfold max_count, rewrite [*if_neg i₁, *if_pos i₂], apply perm_app_left_comm end) (suppose i₂ : ¬ list.count y l₁ ≥ list.count y l₂, begin unfold max_count, unfold max_count, rewrite [*if_neg i₁, *if_neg i₂], apply perm_app_left_comm end))) (λ s₁ s₂ s₃ p₁ p₂ ih₁ ih₂ l₁ l₂, perm.trans (ih₁ l₁ l₂) (ih₂ l₁ l₂)) private lemma perm_max_count {l₁ l₂ l₃ r₁ r₂ r₃ : list A} (p₁ : l₁ ~ r₁) (p₂ : l₂ ~ r₂) (p₃ : l₃ ~ r₃) : max_count l₁ l₂ l₃ ~ max_count r₁ r₂ r₃ := calc max_count l₁ l₂ l₃ ~ max_count r₁ r₂ l₃ : perm_max_count_left p₁ p₂ ... ~ max_count r₁ r₂ r₃ : perm_max_count_right p₃ private lemma perm_min_count_left {l₁ l₂ l₃ l₄ : list A} (h₁ : l₁ ~ l₃) (h₂ : l₂ ~ l₄) : ∀ l, min_count l₁ l₂ l ~ min_count l₃ l₄ l | [] := by esimp | (a::l) := assert e₁ : list.count a l₁ = list.count a l₃, from count_eq_of_perm h₁ a, assert e₂ : list.count a l₂ = list.count a l₄, from count_eq_of_perm h₂ a, by_cases (suppose list.count a l₁ ≤ list.count a l₂, begin unfold min_count, rewrite [-e₁, -e₂, *if_pos this], exact perm_app !perm.refl !perm_min_count_left end) (suppose ¬ list.count a l₁ ≤ list.count a l₂, begin unfold min_count, rewrite [-e₁, -e₂, *if_neg this], exact perm_app !perm.refl !perm_min_count_left end) private lemma perm_min_count_right {l r : list A} (h : l ~ r) : ∀ l₁ l₂, min_count l₁ l₂ l ~ min_count l₁ l₂ r := perm.induction_on h (λ l₁ l₂, !perm.refl) (λ x s₁ s₂ p ih l₁ l₂, by_cases (suppose i : list.count x l₁ ≤ list.count x l₂, begin unfold min_count, rewrite [*if_pos i], exact perm_app !perm.refl !ih end) (suppose i : ¬ list.count x l₁ ≤ list.count x l₂, begin unfold min_count, rewrite [*if_neg i], exact perm_app !perm.refl !ih end)) (λ x y l l₁ l₂, by_cases (suppose i₁ : list.count x l₁ ≤ list.count x l₂, by_cases (suppose i₂ : list.count y l₁ ≤ list.count y l₂, begin unfold min_count, unfold min_count, rewrite [*if_pos i₁, *if_pos i₂], apply perm_app_left_comm end) (suppose i₂ : ¬ list.count y l₁ ≤ list.count y l₂, begin unfold min_count, unfold min_count, rewrite [*if_pos i₁, *if_neg i₂], apply perm_app_left_comm end)) (suppose i₁ : ¬ list.count x l₁ ≤ list.count x l₂, by_cases (suppose i₂ : list.count y l₁ ≤ list.count y l₂, begin unfold min_count, unfold min_count, rewrite [*if_neg i₁, *if_pos i₂], apply perm_app_left_comm end) (suppose i₂ : ¬ list.count y l₁ ≤ list.count y l₂, begin unfold min_count, unfold min_count, rewrite [*if_neg i₁, *if_neg i₂], apply perm_app_left_comm end))) (λ s₁ s₂ s₃ p₁ p₂ ih₁ ih₂ l₁ l₂, perm.trans (ih₁ l₁ l₂) (ih₂ l₁ l₂)) private lemma perm_min_count {l₁ l₂ l₃ r₁ r₂ r₃ : list A} (p₁ : l₁ ~ r₁) (p₂ : l₂ ~ r₂) (p₃ : l₃ ~ r₃) : min_count l₁ l₂ l₃ ~ min_count r₁ r₂ r₃ := calc min_count l₁ l₂ l₃ ~ min_count r₁ r₂ l₃ : perm_min_count_left p₁ p₂ ... ~ min_count r₁ r₂ r₃ : perm_min_count_right p₃ definition union (b₁ b₂ : bag A) : bag A := quot.lift_on₂ b₁ b₂ (λ l₁ l₂, ⟦max_count l₁ l₂ (union_list l₁ l₂)⟧) (λ l₁ l₂ l₃ l₄ p₁ p₂, quot.sound (perm_max_count p₁ p₂ (perm_union_list p₁ p₂))) infix ∪ := union definition inter (b₁ b₂ : bag A) : bag A := quot.lift_on₂ b₁ b₂ (λ l₁ l₂, ⟦min_count l₁ l₂ (union_list l₁ l₂)⟧) (λ l₁ l₂ l₃ l₄ p₁ p₂, quot.sound (perm_min_count p₁ p₂ (perm_union_list p₁ p₂))) infix ∩ := inter lemma count_union (a : A) (b₁ b₂ : bag A) : count a (b₁ ∪ b₂) = max (count a b₁) (count a b₂) := quot.induction_on₂ b₁ b₂ (λ l₁ l₂, by_cases (suppose a ∈ union_list l₁ l₂, !max_count_eq this !nodup_union_list) (suppose ¬ a ∈ union_list l₁ l₂, assert ¬ a ∈ l₁, from not_mem_of_not_mem_union_list_left `¬ a ∈ union_list l₁ l₂`, assert ¬ a ∈ l₂, from not_mem_of_not_mem_union_list_right `¬ a ∈ union_list l₁ l₂`, assert n : ¬ a ∈ max_count l₁ l₂ (union_list l₁ l₂), from not_mem_max_count_of_not_mem l₁ l₂ `¬ a ∈ union_list l₁ l₂`, begin unfold [union, count], rewrite [count_eq_zero_of_not_mem `¬ a ∈ l₁`, count_eq_zero_of_not_mem `¬ a ∈ l₂`, max_self], rewrite [count_eq_zero_of_not_mem n] end)) lemma count_inter (a : A) (b₁ b₂ : bag A) : count a (b₁ ∩ b₂) = min (count a b₁) (count a b₂) := quot.induction_on₂ b₁ b₂ (λ l₁ l₂, by_cases (suppose a ∈ union_list l₁ l₂, !min_count_eq this !nodup_union_list) (suppose ¬ a ∈ union_list l₁ l₂, assert ¬ a ∈ l₁, from not_mem_of_not_mem_union_list_left `¬ a ∈ union_list l₁ l₂`, assert ¬ a ∈ l₂, from not_mem_of_not_mem_union_list_right `¬ a ∈ union_list l₁ l₂`, assert n : ¬ a ∈ min_count l₁ l₂ (union_list l₁ l₂), from not_mem_min_count_of_not_mem l₁ l₂ `¬ a ∈ union_list l₁ l₂`, begin unfold [inter, count], rewrite [count_eq_zero_of_not_mem `¬ a ∈ l₁`, count_eq_zero_of_not_mem `¬ a ∈ l₂`, min_self], rewrite [count_eq_zero_of_not_mem n] end)) lemma union.comm (b₁ b₂ : bag A) : b₁ ∪ b₂ = b₂ ∪ b₁ := bag.ext (λ a, by rewrite [*count_union, max.comm]) lemma union.assoc (b₁ b₂ b₃ : bag A) : (b₁ ∪ b₂) ∪ b₃ = b₁ ∪ (b₂ ∪ b₃) := bag.ext (λ a, by rewrite [*count_union, max.assoc]) theorem union.left_comm (s₁ s₂ s₃ : bag A) : s₁ ∪ (s₂ ∪ s₃) = s₂ ∪ (s₁ ∪ s₃) := !left_comm union.comm union.assoc s₁ s₂ s₃ lemma union_self (b : bag A) : b ∪ b = b := bag.ext (λ a, by rewrite [*count_union, max_self]) lemma union_empty (b : bag A) : b ∪ empty = b := bag.ext (λ a, by rewrite [*count_union, count_empty, max_zero]) lemma empty_union (b : bag A) : empty ∪ b = b := calc empty ∪ b = b ∪ empty : union.comm ... = b : union_empty lemma inter.comm (b₁ b₂ : bag A) : b₁ ∩ b₂ = b₂ ∩ b₁ := bag.ext (λ a, by rewrite [*count_inter, min.comm]) lemma inter.assoc (b₁ b₂ b₃ : bag A) : (b₁ ∩ b₂) ∩ b₃ = b₁ ∩ (b₂ ∩ b₃) := bag.ext (λ a, by rewrite [*count_inter, min.assoc]) theorem inter.left_comm (s₁ s₂ s₃ : bag A) : s₁ ∩ (s₂ ∩ s₃) = s₂ ∩ (s₁ ∩ s₃) := !left_comm inter.comm inter.assoc s₁ s₂ s₃ lemma inter_self (b : bag A) : b ∩ b = b := bag.ext (λ a, by rewrite [*count_inter, min_self]) lemma inter_empty (b : bag A) : b ∩ empty = empty := bag.ext (λ a, by rewrite [*count_inter, count_empty, min_zero]) lemma empty_inter (b : bag A) : empty ∩ b = empty := calc empty ∩ b = b ∩ empty : inter.comm ... = empty : inter_empty lemma append_union_inter (b₁ b₂ : bag A) : (b₁ ∪ b₂) ++ (b₁ ∩ b₂) = b₁ ++ b₂ := bag.ext (λ a, begin rewrite [*count_append, count_inter, count_union], apply (or.elim (lt_or_ge (count a b₁) (count a b₂))), { intro H, rewrite [min_eq_left_of_lt H, max_eq_right_of_lt H, add.comm] }, { intro H, rewrite [min_eq_right H, max_eq_left H, add.comm] } end) lemma inter.left_distrib (b₁ b₂ b₃ : bag A) : b₁ ∩ (b₂ ∪ b₃) = (b₁ ∩ b₂) ∪ (b₁ ∩ b₃) := bag.ext (λ a, begin rewrite [*count_inter, *count_union, *count_inter], apply (@by_cases (count a b₁ ≤ count a b₂)), { intro H₁₂, apply (@by_cases (count a b₂ ≤ count a b₃)), { intro H₂₃, have H₁₃ : count a b₁ ≤ count a b₃, from le.trans H₁₂ H₂₃, rewrite [max_eq_right H₂₃, min_eq_left H₁₂, min_eq_left H₁₃, max_self]}, { intro H₂₃, rewrite [min_eq_left H₁₂, max.comm, max_eq_right_of_lt (lt_of_not_ge H₂₃) ], apply (@by_cases (count a b₁ ≤ count a b₃)), { intro H₁₃, rewrite [min_eq_left H₁₃, max_self, min_eq_left H₁₂] }, { intro H₁₃, rewrite [min.comm (count a b₁) (count a b₃), min_eq_left_of_lt (lt_of_not_ge H₁₃), min_eq_left H₁₂, max.comm, max_eq_right_of_lt (lt_of_not_ge H₁₃)]}}}, { intro H₁₂, apply (@by_cases (count a b₂ ≤ count a b₃)), { intro H₂₃, rewrite [max_eq_right H₂₃], apply (@by_cases (count a b₁ ≤ count a b₃)), { intro H₁₃, rewrite [min_eq_left H₁₃, min.comm, min_eq_left_of_lt (lt_of_not_ge H₁₂), max_eq_right_of_lt (lt_of_not_ge H₁₂)] }, { intro H₁₃, rewrite [min.comm, min_eq_left_of_lt (lt_of_not_ge H₁₃), min.comm, min_eq_left_of_lt (lt_of_not_ge H₁₂), max_eq_right H₂₃] } }, { intro H₂₃, have H₁₃ : count a b₁ > count a b₃, from lt.trans (lt_of_not_ge H₂₃) (lt_of_not_ge H₁₂), rewrite [max.comm, max_eq_right_of_lt (lt_of_not_ge H₂₃), min.comm, min_eq_left_of_lt (lt_of_not_ge H₁₂)], rewrite [min.comm, min_eq_left_of_lt H₁₃, max.comm, max_eq_right_of_lt (lt_of_not_ge H₂₃)] } } end) lemma inter.right_distrib (b₁ b₂ b₃ : bag A) : (b₁ ∪ b₂) ∩ b₃ = (b₁ ∩ b₃) ∪ (b₂ ∩ b₃) := calc (b₁ ∪ b₂) ∩ b₃ = b₃ ∩ (b₁ ∪ b₂) : inter.comm ... = (b₃ ∩ b₁) ∪ (b₃ ∩ b₂) : inter.left_distrib ... = (b₁ ∩ b₃) ∪ (b₃ ∩ b₂) : inter.comm ... = (b₁ ∩ b₃) ∪ (b₂ ∩ b₃) : inter.comm end union_inter section subbag variable [decA : decidable_eq A] include decA definition subbag (b₁ b₂ : bag A) := ∀ a, count a b₁ ≤ count a b₂ infix ⊆ := subbag lemma subbag.refl (b : bag A) : b ⊆ b := take a, !le.refl lemma subbag.trans {b₁ b₂ b₃ : bag A} : b₁ ⊆ b₂ → b₂ ⊆ b₃ → b₁ ⊆ b₃ := assume h₁ h₂, take a, le.trans (h₁ a) (h₂ a) lemma subbag.antisymm {b₁ b₂ : bag A} : b₁ ⊆ b₂ → b₂ ⊆ b₁ → b₁ = b₂ := assume h₁ h₂, bag.ext (take a, le.antisymm (h₁ a) (h₂ a)) lemma count_le_of_subbag {b₁ b₂ : bag A} : b₁ ⊆ b₂ → ∀ a, count a b₁ ≤ count a b₂ := assume h, h lemma subbag.intro {b₁ b₂ : bag A} : (∀ a, count a b₁ ≤ count a b₂) → b₁ ⊆ b₂ := assume h, h lemma empty_subbag (b : bag A) : empty ⊆ b := subbag.intro (take a, !zero_le) lemma eq_empty_of_subbag_empty {b : bag A} : b ⊆ empty → b = empty := assume h, subbag.antisymm h (empty_subbag b) lemma union_subbag_of_subbag_of_subbag {b₁ b₂ b₃ : bag A} : b₁ ⊆ b₃ → b₂ ⊆ b₃ → b₁ ∪ b₂ ⊆ b₃ := assume h₁ h₂, subbag.intro (λ a, calc count a (b₁ ∪ b₂) = max (count a b₁) (count a b₂) : by rewrite count_union ... ≤ count a b₃ : max_le (h₁ a) (h₂ a)) lemma subbag_inter_of_subbag_of_subbag {b₁ b₂ b₃ : bag A} : b₁ ⊆ b₂ → b₁ ⊆ b₃ → b₁ ⊆ b₂ ∩ b₃ := assume h₁ h₂, subbag.intro (λ a, calc count a b₁ ≤ min (count a b₂) (count a b₃) : le_min (h₁ a) (h₂ a) ... = count a (b₂ ∩ b₃) : by rewrite count_inter) lemma subbag_union_left (b₁ b₂ : bag A) : b₁ ⊆ b₁ ∪ b₂ := subbag.intro (take a, by rewrite [count_union]; apply le_max_left) lemma subbag_union_right (b₁ b₂ : bag A) : b₂ ⊆ b₁ ∪ b₂ := subbag.intro (take a, by rewrite [count_union]; apply le_max_right) lemma inter_subbag_left (b₁ b₂ : bag A) : b₁ ∩ b₂ ⊆ b₁ := subbag.intro (take a, by rewrite [count_inter]; apply min_le_left) lemma inter_subbag_right (b₁ b₂ : bag A) : b₁ ∩ b₂ ⊆ b₂ := subbag.intro (take a, by rewrite [count_inter]; apply min_le_right) lemma subbag_append_left (b₁ b₂ : bag A) : b₁ ⊆ b₁ ++ b₂ := subbag.intro (take a, by rewrite [count_append]; apply le_add_right) lemma subbag_append_right (b₁ b₂ : bag A) : b₂ ⊆ b₁ ++ b₂ := subbag.intro (take a, by rewrite [count_append]; apply le_add_left) lemma inter_subbag_union (b₁ b₂ : bag A) : b₁ ∩ b₂ ⊆ b₁ ∪ b₂ := subbag.trans (inter_subbag_left b₁ b₂) (subbag_union_left b₁ b₂) open decidable lemma union_subbag_append (b₁ b₂ : bag A) : b₁ ∪ b₂ ⊆ b₁ ++ b₂ := subbag.intro (take a, begin rewrite [count_append, count_union], exact (or.elim !lt_or_ge) (suppose count a b₁ < count a b₂, by rewrite [max_eq_right_of_lt this]; apply le_add_left) (suppose count a b₁ ≥ count a b₂, by rewrite [max_eq_left this]; apply le_add_right) end) lemma subbag_insert (a : A) (b : bag A) : b ⊆ insert a b := subbag.intro (take x, by_cases (suppose x = a, by rewrite [this, count_insert]; apply le_succ) (suppose x ≠ a, by rewrite [count_insert_of_ne this])) lemma mem_of_subbag_of_mem {a : A} {b₁ b₂ : bag A} : b₁ ⊆ b₂ → a ∈ b₁ → a ∈ b₂ := assume h₁ h₂, have count a b₁ ≤ count a b₂, from count_le_of_subbag h₁ a, have count a b₁ > 0, from h₂, show count a b₂ > 0, from lt_of_lt_of_le `0 < count a b₁` `count a b₁ ≤ count a b₂` lemma extract_subbag (a : A) (b : bag A) : extract a b ⊆ b := subbag.intro (take x, by_cases (suppose x = a, by rewrite [this, count_extract]; apply zero_le) (suppose x ≠ a, by rewrite [count_extract_of_ne this])) open bool private definition subcount : list A → list A → bool | [] l₂ := tt | (a::l₁) l₂ := if list.count a (a::l₁) ≤ list.count a l₂ then subcount l₁ l₂ else ff private lemma all_of_subcount_eq_tt : ∀ {l₁ l₂ : list A}, subcount l₁ l₂ = tt → ∀ a, list.count a l₁ ≤ list.count a l₂ | [] l₂ h := take x, !zero_le | (a::l₁) l₂ h := take x, have subcount l₁ l₂ = tt, from by_contradiction (suppose subcount l₁ l₂ ≠ tt, assert subcount l₁ l₂ = ff, from eq_ff_of_ne_tt this, begin unfold subcount at h, rewrite [this at h, if_t_t at h], contradiction end), assert ih : ∀ a, list.count a l₁ ≤ list.count a l₂, from all_of_subcount_eq_tt this, assert i : list.count a (a::l₁) ≤ list.count a l₂, from by_contradiction (suppose ¬ list.count a (a::l₁) ≤ list.count a l₂, begin unfold subcount at h, rewrite [if_neg this at h], contradiction end), by_cases (suppose x = a, by rewrite this; apply i) (suppose x ≠ a, by rewrite [list.count_cons_of_ne this]; apply ih) private lemma ex_of_subcount_eq_ff : ∀ {l₁ l₂ : list A}, subcount l₁ l₂ = ff → ∃ a, ¬ list.count a l₁ ≤ list.count a l₂ | [] l₂ h := by contradiction | (a::l₁) l₂ h := by_cases (suppose i : list.count a (a::l₁) ≤ list.count a l₂, have subcount l₁ l₂ = ff, from by_contradiction (suppose subcount l₁ l₂ ≠ ff, assert subcount l₁ l₂ = tt, from eq_tt_of_ne_ff this, begin unfold subcount at h, rewrite [if_pos i at h, this at h], contradiction end), have ih : ∃ a, ¬ list.count a l₁ ≤ list.count a l₂, from ex_of_subcount_eq_ff this, obtain w hw, from ih, by_cases (suppose w = a, begin subst w, existsi a, rewrite list.count_cons_eq, apply not_lt_of_ge, apply le_of_lt (lt_of_not_ge hw) end) (suppose w ≠ a, exists.intro w (by rewrite (list.count_cons_of_ne `w ≠ a`); exact hw))) (suppose ¬ list.count a (a::l₁) ≤ list.count a l₂, exists.intro a this) definition decidable_subbag [instance] (b₁ b₂ : bag A) : decidable (b₁ ⊆ b₂) := quot.rec_on_subsingleton₂ b₁ b₂ (λ l₁ l₂, match subcount l₁ l₂ with | tt := suppose subcount l₁ l₂ = tt, inl (all_of_subcount_eq_tt this) | ff := suppose subcount l₁ l₂ = ff, inr (suppose h : (∀ a, list.count a l₁ ≤ list.count a l₂), obtain w hw, from ex_of_subcount_eq_ff `subcount l₁ l₂ = ff`, absurd (h w) hw) end rfl) end subbag end bag