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|
import Common.Nat
namespace BinaryHeap
inductive CompleteTree (α : Type u) : Nat → Type u
| leaf : CompleteTree α 0
| branch :
(val : α)
→ (left : CompleteTree α n)
→ (right : CompleteTree α m)
→ m ≤ n
→ n < 2*(m+1)
→ (n+1).isPowerOfTwo ∨ (m+1).isPowerOfTwo
→ CompleteTree α (n+m+1)
/-- Returns the element stored in the root node. -/
def CompleteTree.root (tree : CompleteTree α n) (_ : 0 < n) : α := match tree with
| .branch a _ _ _ _ _ => a
/-- Same as CompleteTree.root, but a bit more ergonomic to use. However, CompleteTree.root is better suited for proofs-/
def CompleteTree.root' (tree : CompleteTree α (n+1)) : α := tree.root (Nat.zero_lt_succ n)
/-- Helper to rw away root, because Lean 4.9 makes it unnecessarily hard to deal with match in tactics mode... -/
theorem CompleteTree.root_unfold {α : Type u} {o p : Nat} (v : α) (l : CompleteTree α o) (r : CompleteTree α p) (h₁ : p ≤ o) (h₂ : o < 2 * (p + 1)) (h₃ : (o + 1).isPowerOfTwo ∨ (p + 1).isPowerOfTwo) (h₄ : o + p + 1 > 0): (CompleteTree.branch v l r h₁ h₂ h₃).root h₄ = v := rfl
def transitive_le {α : Type u} (le : α → α → Bool) : Prop := ∀(a b c : α), (le a b) ∧ (le b c) → le a c
def total_le {α : Type u} (le : α → α → Bool) : Prop := ∀(a b : α), le a b ∨ le b a
def reflexive_le {α : Type u} {le : α → α → Bool} (h₁ : total_le le) (a : α) : le a a := by
unfold total_le at h₁
have h₁ := h₁ a a
cases h₁ <;> assumption
def not_le_imp_le {α : Type u} {le : α → α → Bool} (h₁ : total_le le) : ∀(a b : α), ¬le a b → le b a := by
intros a b h₂
have h₁ := h₁ a b
cases h₁
. contradiction
. trivial
def HeapPredicate {α : Type u} {n : Nat} (heap : CompleteTree α n) (le : α → α → Bool) : Prop :=
match heap with
| .leaf => True
| .branch a left right _ _ _ =>
HeapPredicate left le ∧ HeapPredicate right le ∧ leOrLeaf a left ∧ leOrLeaf a right
where leOrLeaf := λ {m : Nat} (v : α) (h : CompleteTree α m) ↦ match m with
| .zero => true
| .succ o => le v (h.root (Nat.succ_pos o))
structure BinaryHeap (α : Type u) (le : α → α → Bool) (n : Nat) where
tree : CompleteTree α n
valid : HeapPredicate tree le
wellDefinedLe : transitive_le le ∧ total_le le
/--Please do not use this for anything meaningful. It's a debug function, with horrible performance.-/
instance {α : Type u} [ToString α] : ToString (CompleteTree α n) where
toString := λt ↦
--not very fast, doesn't matter, is for debugging
let rec max_width := λ {m : Nat} (t : (CompleteTree α m)) ↦ match m, t with
| 0, .leaf => 0
| (_+_+1), CompleteTree.branch a left right _ _ _ => max (ToString.toString a).length $ max (max_width left) (max_width right)
let max_width := max_width t
let lines_left := Nat.log2 (n+1).nextPowerOfTwo
let rec print_line := λ (mw : Nat) {m : Nat} (t : (CompleteTree α m)) (lines : Nat) ↦
match m, t with
| 0, _ => ""
| (_+_+1), CompleteTree.branch a left right _ _ _ =>
let thisElem := ToString.toString a
let thisElem := (List.replicate (mw - thisElem.length) ' ').asString ++ thisElem
let elems_in_last_line := if lines == 0 then 0 else 2^(lines-1)
let total_chars_this_line := elems_in_last_line * mw + 2*(elems_in_last_line)+1
let left_offset := (total_chars_this_line - mw) / 2
let whitespaces := max left_offset 1
let whitespaces := List.replicate whitespaces ' '
let thisline := whitespaces.asString ++ thisElem ++ whitespaces.asString ++"\n"
let leftLines := (print_line mw left (lines-1) ).splitOn "\n"
let rightLines := (print_line mw right (lines-1) ).splitOn "\n" ++ [""]
let combined := leftLines.zip (rightLines)
let combined := combined.map λ (a : String × String) ↦ a.fst ++ a.snd
thisline ++ combined.foldl (· ++ "\n" ++ ·) ""
print_line max_width t lines_left
/-- Extracts the element count. For when pattern matching is too much work. -/
def CompleteTree.length : CompleteTree α n → Nat := λ_ ↦ n
/-- Returns the lenght of the left sub-tree. Mostly exists as a helper for expressing the return type of CompleteTree.left -/
def CompleteTree.leftLen (tree : CompleteTree α n) (_ : n > 0) : Nat := match n, tree with
| (_+_), .branch _ l _ _ _ _ => l.length
def CompleteTree.leftLen' (tree : CompleteTree α (n+1)) : Nat := tree.leftLen (Nat.zero_lt_succ n)
/-- Returns the lenght of the right sub-tree. Mostly exists as a helper for expressing the return type of CompleteTree.right -/
def CompleteTree.rightLen (tree : CompleteTree α n) (_ : n > 0) : Nat := match n, tree with
| (_+_), .branch _ _ r _ _ _ => r.length
def CompleteTree.rightLen' (tree : CompleteTree α (n+1)) : Nat := tree.rightLen (Nat.zero_lt_succ n)
def CompleteTree.left (tree : CompleteTree α n) (h₁ : n > 0) : CompleteTree α (tree.leftLen h₁) := match n, tree with
| (_+_), .branch _ l _ _ _ _ => l
def CompleteTree.left' (tree : CompleteTree α (n+1)) : CompleteTree α (tree.leftLen (Nat.zero_lt_succ n)) := tree.left (Nat.zero_lt_succ n)
/-- Helper to rw away left, because Lean 4.9 makes it unnecessarily hard to deal with match in tactics mode... -/
theorem CompleteTree.left_unfold {α : Type u} {o p : Nat} (v : α) (l : CompleteTree α o) (r : CompleteTree α p) (h₁ : p ≤ o) (h₂ : o < 2 * (p + 1)) (h₃ : (o + 1).isPowerOfTwo ∨ (p + 1).isPowerOfTwo) (h₄ : o + p + 1 > 0): (CompleteTree.branch v l r h₁ h₂ h₃).left h₄ = l := rfl
def CompleteTree.right (tree : CompleteTree α n) (h₁ : n > 0) : CompleteTree α (tree.rightLen h₁) := match n, tree with
| (_+_), .branch _ _ r _ _ _ => r
def CompleteTree.right' (tree : CompleteTree α (n+1)) : CompleteTree α (tree.rightLen (Nat.zero_lt_succ n)) := tree.right (Nat.zero_lt_succ n)
/-- Helper to rw away right, because Lean 4.9 makes it unnecessarily hard to deal with match in tactics mode... -/
theorem CompleteTree.right_unfold {α : Type u} {o p : Nat} (v : α) (l : CompleteTree α o) (r : CompleteTree α p) (h₁ : p ≤ o) (h₂ : o < 2 * (p + 1)) (h₃ : (o + 1).isPowerOfTwo ∨ (p + 1).isPowerOfTwo) (h₄ : o + p + 1 > 0): (CompleteTree.branch v l r h₁ h₂ h₃).right h₄ = r := rfl
/--Creates an empty CompleteTree. Needs the heap predicate as parameter.-/
abbrev CompleteTree.empty {α : Type u} := CompleteTree.leaf (α := α)
theorem CompleteTree.emptyIsHeap {α : Type u} (le : α → α → Bool) : HeapPredicate CompleteTree.empty le := by trivial
private theorem power_of_two_mul_two_lt {n m : Nat} (h₁ : m.isPowerOfTwo) (h₂ : n < 2*m) (h₃ : ¬(n+1).isPowerOfTwo) : n+1 < 2*m :=
if h₄ : n+1 > 2*m then by
have h₂ := Nat.succ_le_of_lt h₂
rewrite[←Nat.not_ge_eq] at h₂
simp_arith at h₄
contradiction
else if h₅ : n+1 = 2*m then by
have h₆ := Nat.mul2_isPowerOfTwo_of_isPowerOfTwo h₁
rewrite[Nat.mul_comm 2 m] at h₅
rewrite[←h₅] at h₆
contradiction
else by
simp_arith at h₄
exact Nat.lt_of_le_of_ne h₄ h₅
private theorem power_of_two_mul_two_le {n m : Nat} (h₁ : (n+1).isPowerOfTwo) (h₂ : n < 2*(m+1)) (h₃ : ¬(m+1).isPowerOfTwo) (h₄ : m > 0): n < 2*m :=
if h₅ : n > 2*m then by
simp_arith at h₂
simp_arith at h₅
have h₆ : n+1 = 2*(m+1) := by simp_arith[Nat.le_antisymm h₂ h₅]
rewrite[h₆] at h₁
rewrite[←(Nat.mul2_ispowerOfTwo_iff_isPowerOfTwo (m+1))] at h₁
contradiction
else if h₆ : n = 2*m then by
-- since (n+1) is a power of 2, n cannot be an even number, but n = 2*m means it's even
-- ha, thought I wouldn't see that, didn't you? Thought you're smarter than I, computer?
have h₇ : n > 0 := by rewrite[h₆]
apply Nat.mul_lt_mul_of_pos_left h₄ (by decide :2 > 0)
have h₈ : n ≠ 0 := Ne.symm $ Nat.ne_of_lt h₇
have h₉ := Nat.isPowerOfTwo_even_or_one h₁
simp[h₈] at h₉
have h₉ := Nat.pred_even_odd h₉ (by simp_arith[h₇])
simp at h₉
have h₁₀ := Nat.mul_2_is_even h₆
have h₁₀ := Nat.even_not_odd_even.mp h₁₀
contradiction
else by
simp[Nat.not_gt_eq] at h₅
have h₅ := Nat.eq_or_lt_of_le h₅
simp[h₆] at h₅
assumption
/--Adds a new element to a given CompleteTree.-/
def CompleteTree.heapPush (le : α → α → Bool) (elem : α) (heap : CompleteTree α o) : CompleteTree α (o+1) :=
match o, heap with
| 0, .leaf => CompleteTree.branch elem (CompleteTree.leaf) (CompleteTree.leaf) (by simp) (by simp) (by simp[Nat.one_isPowerOfTwo])
| (n+m+1), .branch a left right p max_height_difference subtree_complete =>
let (elem, a) := if le elem a then (a, elem) else (elem, a)
-- okay, based on n and m we know if we want to add left or right.
-- the left tree is full, if (n+1) is a power of two AND n != m
let leftIsFull := (n+1).nextPowerOfTwo = n+1
if r : m < n ∧ leftIsFull then
have s : (m + 1 < n + 1) = (m < n) := by simp_arith
have q : m + 1 ≤ n := by apply Nat.le_of_lt_succ
rewrite[Nat.succ_eq_add_one]
rewrite[s]
simp[r]
have difference_decreased := Nat.le_succ_of_le $ Nat.le_succ_of_le max_height_difference
let result := branch a left (right.heapPush le elem) (q) difference_decreased (by simp[(Nat.power_of_two_iff_next_power_eq (n+1)), r])
result
else
have q : m ≤ n+1 := by apply (Nat.le_of_succ_le)
simp_arith[p]
have right_is_power_of_two : (m+1).isPowerOfTwo :=
if s : n = m then by
rewrite[s] at subtree_complete
simp at subtree_complete
exact subtree_complete
else if h₁ : leftIsFull then by
rewrite[Decidable.not_and_iff_or_not (m<n) leftIsFull] at r
cases r
case inl h₂ => rewrite[Nat.not_lt_eq] at h₂
have h₃ := Nat.not_le_of_gt $ Nat.lt_of_le_of_ne h₂ s
contradiction
case inr h₂ => simp at h₂
contradiction
else by
simp[leftIsFull] at h₁
rewrite[←Nat.power_of_two_iff_next_power_eq] at h₁
cases subtree_complete
case inl => contradiction
case inr => trivial
have still_in_range : n + 1 < 2 * (m + 1) := by
rewrite[Decidable.not_and_iff_or_not (m<n) leftIsFull] at r
cases r
case inl h₁ => rewrite[Nat.not_gt_eq n m] at h₁
simp_arith[Nat.le_antisymm h₁ p]
case inr h₁ => simp[←Nat.power_of_two_iff_next_power_eq, leftIsFull] at h₁
simp[h₁] at subtree_complete
exact power_of_two_mul_two_lt subtree_complete max_height_difference h₁
let result := branch a (left.heapPush le elem) right q still_in_range (Or.inr right_is_power_of_two)
have letMeSpellItOutForYou : n + 1 + m + 1 = n + m + 1 + 1 := by simp_arith
letMeSpellItOutForYou ▸ result
private theorem CompleteTree.rootSeesThroughCast
(n m : Nat)
(h₁ : n + 1 + m = n + m + 1)
(h₂ : 0 < n + 1 + m)
(h₃ : 0 < n + m + 1)
(heap : CompleteTree α (n+1+m)) : (h₁▸heap).root h₃ = heap.root h₂ := by
induction m generalizing n
case zero => simp
case succ o ho =>
have h₄ := ho (n+1)
have h₅ : n + 1 + 1 + o = n + 1 + (Nat.succ o) := by simp_arith
have h₆ : n + 1 + o + 1 = n + (Nat.succ o + 1) := by simp_arith
rewrite[h₅, h₆] at h₄
revert heap h₁ h₂ h₃
assumption
--- Same as rootSeesThroughCast, but in the other direction.
private theorem CompleteTree.rootSeesThroughCast2
(n m : Nat)
(h₁ : n + m + 1 = n + 1 + m)
(h₂ : 0 < n + m + 1)
(h₃ : 0 < n + 1 + m)
(heap : CompleteTree α (n+m+1)) : (h₁▸heap).root h₃ = heap.root h₂ := by
induction m generalizing n
case zero => simp
case succ mm mh =>
have h₄ := mh (n+1)
have h₅ : n + 1 + mm + 1 = n + Nat.succ mm + 1 := by simp_arith
have h₆ : n + 1 + 1 + mm = n + 1 + Nat.succ mm := by simp_arith
rw[h₅, h₆] at h₄
revert heap h₁ h₂ h₃
assumption
theorem CompleteTree.heapPushRootSameOrElem (elem : α) (heap : CompleteTree α o) (lt : α → α → Bool) (h₂ : 0 < o): (CompleteTree.root (heap.heapPush lt elem) (Nat.succ_pos o) = elem) ∨ (CompleteTree.root (heap.heapPush lt elem) (Nat.succ_pos o) = CompleteTree.root heap h₂) := by
unfold heapPush
split --match o, heap
contradiction
simp
rename_i n m v l r _ _ _
split -- if h : m < n ∧ Nat.nextPowerOfTwo (n + 1) = n + 1 then
case h_2.isTrue h =>
cases (lt elem v) <;> simp[instDecidableEqBool, Bool.decEq, CompleteTree.root]
case h_2.isFalse h =>
rw[rootSeesThroughCast n (m+1) (by simp_arith) (by simp_arith) (by simp_arith)]
cases (lt elem v)
<;> simp[instDecidableEqBool, Bool.decEq, CompleteTree.root]
theorem CompleteTree.heapPushEmptyElem (elem : α) (heap : CompleteTree α o) (lt : α → α → Bool) (h₂ : ¬0 < o) : (CompleteTree.root (heap.heapPush lt elem) (Nat.succ_pos o) = elem) :=
have : o = 0 := Nat.eq_zero_of_le_zero $ (Nat.not_lt_eq 0 o).mp h₂
match o, heap with
| 0, .leaf => by simp[CompleteTree.heapPush, root]
theorem HeapPredicate.leOrLeaf_transitive (h₁ : transitive_le le) : le a b → HeapPredicate.leOrLeaf le b h → HeapPredicate.leOrLeaf le a h := by
unfold leOrLeaf
intros h₂ h₃
rename_i n
cases n <;> simp
apply h₁ a b _
exact ⟨h₂, h₃⟩
private theorem HeapPredicate.seesThroughCast
(n m : Nat)
(lt : α → α → Bool)
(h₁ : n+1+m+1=n+m+1+1)
(h₂ : 0<n+1+m+1)
(h₃ : 0<n+m+1+1)
(heap : CompleteTree α (n+1+m+1)) : HeapPredicate heap lt → HeapPredicate (h₁▸heap) lt := by
unfold HeapPredicate
intro h₄
induction m generalizing n
case zero => simp[h₄]
case succ o ho =>
have h₅ := ho (n+1)
have h₆ : n+1+1+o+1 = n+1+(Nat.succ o)+1 := by simp_arith
rw[h₆] at h₅
have h₆ : n + 1 + o + 1 + 1 = n + (Nat.succ o + 1 + 1) := by simp_arith
rewrite[h₆] at h₅
revert heap h₁ h₂ h₃
assumption
mutual
/--
Helper for CompleteTree.heapPushIsHeap, to make one function out of both branches.
Sorry for the ugly signature, but this was the easiest thing to extract.
-/
private theorem CompleteTree.heapPushIsHeapAux {α : Type u} (le : α → α → Bool) (n m : Nat) (v elem : α) (l : CompleteTree α n) (r : CompleteTree α m) (h₁ : HeapPredicate l le ∧ HeapPredicate r le ∧ HeapPredicate.leOrLeaf le v l ∧ HeapPredicate.leOrLeaf le v r) (h₂ : transitive_le le) (h₃ : total_le le): HeapPredicate l le ∧
let smaller := (if le elem v then elem else v)
let larger := (if le elem v then v else elem)
HeapPredicate (heapPush le larger r) le
∧ HeapPredicate.leOrLeaf le smaller l
∧ HeapPredicate.leOrLeaf le smaller (heapPush le larger r)
:= by
cases h₆ : (le elem v) <;> simp only [Bool.false_eq_true, reduceIte]
case true =>
have h₇ : (HeapPredicate (CompleteTree.heapPush le v r) le) := CompleteTree.heapPushIsHeap h₁.right.left h₂ h₃
simp only [true_and, h₁, h₇, HeapPredicate.leOrLeaf_transitive h₂ h₆ h₁.right.right.left]
cases m
case zero =>
have h₈ := heapPushEmptyElem v r le (Nat.not_lt_zero 0)
simp only [HeapPredicate.leOrLeaf, Nat.succ_eq_add_one, Nat.reduceAdd, h₈]
assumption
case succ _ =>
simp only [HeapPredicate.leOrLeaf]
cases heapPushRootSameOrElem v r le (Nat.succ_pos _)
<;> rename_i h₇
<;> rw[h₇]
. assumption
apply h₂ elem v
exact ⟨h₆, h₁.right.right.right⟩
case false =>
have h₇ : (HeapPredicate (CompleteTree.heapPush le elem r) le) := CompleteTree.heapPushIsHeap h₁.right.left h₂ h₃
simp only [true_and, h₁, h₇]
have h₈ : le v elem := not_le_imp_le h₃ elem v (by simp only [h₆, Bool.false_eq_true, not_false_eq_true])
cases m
case zero =>
have h₇ := heapPushEmptyElem elem r le (Nat.not_lt_zero 0)
simp only [HeapPredicate.leOrLeaf, Nat.succ_eq_add_one, Nat.reduceAdd, h₇]
assumption
case succ _ =>
cases heapPushRootSameOrElem elem r le (Nat.succ_pos _)
<;> rename_i h₉
<;> simp only [HeapPredicate.leOrLeaf, Nat.succ_eq_add_one, h₈, h₉]
exact h₁.right.right.right
theorem CompleteTree.heapPushIsHeap {α : Type u} {elem : α} {heap : CompleteTree α o} {le : α → α → Bool} (h₁ : HeapPredicate heap le) (h₂ : transitive_le le) (h₃ : total_le le) : HeapPredicate (heap.heapPush le elem) le := by
unfold heapPush
split -- match o, heap with
trivial
case h_2 n m v l r m_le_n _ _ =>
simp
split -- if h₅ : m < n ∧ Nat.nextPowerOfTwo (n + 1) = n + 1 then
case' isTrue =>
have h := heapPushIsHeapAux le n m v elem l r h₁ h₂ h₃
case' isFalse =>
apply HeapPredicate.seesThroughCast <;> try simp_arith[h₂] --gets rid of annoying cast.
have h := heapPushIsHeapAux le m n v elem r l (And.intro h₁.right.left $ And.intro h₁.left $ And.intro h₁.right.right.right h₁.right.right.left) h₂ h₃
all_goals
unfold HeapPredicate
cases h₆ : (le elem v)
<;> simp only [h₆, Bool.false_eq_true, reduceIte] at h
<;> simp only [instDecidableEqBool, Bool.decEq, h, and_self]
end
def BinaryHeap.insert {α : Type u} {lt : α → α → Bool} {n : Nat} : α → BinaryHeap α lt n → BinaryHeap α lt (n+1)
| elem, BinaryHeap.mk tree valid wellDefinedLe =>
let valid := tree.heapPushIsHeap valid wellDefinedLe.left wellDefinedLe.right
let tree := tree.heapPush lt elem
{tree, valid, wellDefinedLe}
/--Helper function for CompleteTree.indexOf.-/
def CompleteTree.indexOfAux {α : Type u} (heap : CompleteTree α o) (pred : α → Bool) (currentIndex : Nat) : Option (Fin (o+currentIndex)) :=
match o, heap with
| 0, .leaf => none
| (n+m+1), .branch a left right _ _ _ =>
have sum_n_m_succ_curr : n + m.succ + currentIndex > 0 := Nat.add_pos_left (Nat.add_pos_right n (Nat.succ_pos m)) currentIndex
if pred a then
let result := Fin.ofNat' currentIndex sum_n_m_succ_curr
some result
else
let found_left := left.indexOfAux pred (currentIndex + 1)
let found_left : Option (Fin (n+m+1+currentIndex)) := found_left.map λ a ↦ Fin.ofNat' a sum_n_m_succ_curr
let found_right :=
found_left
<|>
(right.indexOfAux pred (currentIndex + n + 1)).map ((λ a ↦ Fin.ofNat' a sum_n_m_succ_curr) : _ → Fin (n+m+1+currentIndex))
found_right
/--Finds the first occurance of a given element in the heap and returns its index. Indices are depth first.-/
def CompleteTree.indexOf {α : Type u} (heap : CompleteTree α o) (pred : α → Bool) : Option (Fin o) :=
indexOfAux heap pred 0
/--Returns the lement at the given index. Indices are depth first.-/
def CompleteTree.get {α : Type u} {n : Nat} (index : Fin (n+1)) (heap : CompleteTree α (n+1)) : α :=
match h₁ : index, h₂ : n, heap with
| 0, (_+_), .branch v _ _ _ _ _ => v
| ⟨j+1,h₃⟩, (o+p), .branch _ l r _ _ _ =>
if h₄ : j < o then
match o with
| (oo+1) => get ⟨j, h₄⟩ l
else
have h₅ : n - o = p := Nat.sub_eq_of_eq_add $ (Nat.add_comm o p).subst h₂
have : p ≠ 0 :=
have h₆ : o < n := Nat.lt_of_le_of_lt (Nat.ge_of_not_lt h₄) (Nat.lt_of_succ_lt_succ h₃)
h₅.symm.substr $ Nat.sub_ne_zero_of_lt h₆
have h₆ : j - o < p := h₅.subst $ Nat.sub_lt_sub_right (Nat.ge_of_not_lt h₄) $ Nat.lt_of_succ_lt_succ h₃
have _termination : j - o < index.val := (Fin.val_inj.mpr h₁).substr (Nat.sub_lt_succ j o)
match p with
| (pp + 1) => get ⟨j - o, h₆⟩ r
/-- Helper for heapRemoveLastAux -/
private theorem CompleteTree.removeRightRightNotEmpty {n m : Nat} (m_gt_0_or_rightIsFull : m > 0 ∨ ((m+1).nextPowerOfTwo = m+1 : Bool)) (h₁ : 0 ≠ n + m) (h₂ : ¬(m < n ∧ ((m+1).nextPowerOfTwo = m+1 : Bool))) : m > 0 :=
match m_gt_0_or_rightIsFull with
| Or.inl h => h
| Or.inr h => by
simp only [h, and_true, Nat.not_lt] at h₂
cases n
case zero => exact Nat.zero_lt_of_ne_zero $ (Nat.zero_add m).subst (motive := (·≠0)) h₁.symm
case succ q =>
cases m
. exact absurd h₂ $ Nat.not_succ_le_zero q
. exact Nat.succ_pos _
/-- Helper for heapRemoveLastAux -/
private theorem CompleteTree.removeRightLeftIsFull {n m : Nat} (r : ¬(m < n ∧ ((m+1).nextPowerOfTwo = m+1 : Bool))) (m_le_n : m ≤ n) (subtree_complete : (n + 1).isPowerOfTwo ∨ (m + 1).isPowerOfTwo) : (n+1).isPowerOfTwo := by
rewrite[Decidable.not_and_iff_or_not] at r
cases r
case inl h₁ => rewrite[Nat.not_lt_eq] at h₁
have h₂ := Nat.le_antisymm h₁ m_le_n
rewrite[←h₂] at subtree_complete
simp at subtree_complete
assumption
case inr h₁ => simp(config := {zetaDelta := true })[←Nat.power_of_two_iff_next_power_eq] at h₁
simp[h₁] at subtree_complete
assumption
/-- Helper for heapRemoveLastAux -/
private theorem CompleteTree.stillInRange {n m : Nat} (r : ¬(m < n ∧ ((m+1).nextPowerOfTwo = m+1 : Bool))) (m_le_n : m ≤ n) (m_gt_0 : m > 0) (leftIsFull : (n+1).isPowerOfTwo) (max_height_difference: n < 2 * (m + 1)) : n < 2*m := by
rewrite[Decidable.not_and_iff_or_not] at r
cases r with
| inl h₁ => have m_eq_n : m = n := Nat.le_antisymm m_le_n (Nat.not_lt.mp h₁)
have m_lt_2_m : m < 2 * m := (Nat.one_mul m).subst (motive := λ x ↦ x < 2 * m) $ Nat.mul_lt_mul_of_pos_right Nat.one_lt_two m_gt_0
exact m_eq_n.subst (motive := λx ↦ x < 2 * m) m_lt_2_m
| inr h₁ => simp (config := { zetaDelta := true }) only [← Nat.power_of_two_iff_next_power_eq, decide_eq_true_eq] at h₁
apply power_of_two_mul_two_le <;> assumption
private def CompleteTree.heapRemoveLastAux
{α : Type u}
{β : Nat → Type u}
{o : Nat}
(heap : CompleteTree α (o+1))
(aux0 : α → (β 1))
(auxl : {prev_size curr_size : Nat} → β prev_size → (h₁ : prev_size < curr_size) → β curr_size)
(auxr : {prev_size curr_size : Nat} → β prev_size → (left_size : Nat) → (h₁ : prev_size + left_size < curr_size) → β curr_size)
: (CompleteTree α o × (β (o+1)))
:=
match o, heap with
| (n+m), .branch a (left : CompleteTree α n) (right : CompleteTree α m) m_le_n max_height_difference subtree_complete =>
if p : 0 = (n+m) then
(p▸CompleteTree.leaf, p▸aux0 a)
else
let rightIsFull : Bool := (m+1).nextPowerOfTwo = m+1
have m_gt_0_or_rightIsFull : m > 0 ∨ rightIsFull := by cases m <;> simp (config := { ground:=true })[rightIsFull]
if r : m < n ∧ rightIsFull then
--remove left
match n, left with
| (l+1), left =>
let ((newLeft : CompleteTree α l), res) := left.heapRemoveLastAux aux0 auxl auxr
have q : l + m + 1 = l + 1 + m := Nat.add_right_comm l m 1
have s : m ≤ l := Nat.le_of_lt_succ r.left
have rightIsFull : (m+1).isPowerOfTwo := (Nat.power_of_two_iff_next_power_eq (m+1)).mpr $ decide_eq_true_eq.mp r.right
have l_lt_2_m_succ : l < 2 * (m+1) := Nat.lt_of_succ_lt max_height_difference
let res := auxl res (by simp_arith)
(q▸CompleteTree.branch a newLeft right s l_lt_2_m_succ (Or.inr rightIsFull), res)
else
--remove right
have m_gt_0 : m > 0 := removeRightRightNotEmpty m_gt_0_or_rightIsFull p r
let l := m.pred
have h₂ : l.succ = m := (Nat.succ_pred $ Nat.not_eq_zero_of_lt (Nat.gt_of_not_le $ Nat.not_le_of_gt m_gt_0))
let ((newRight : CompleteTree α l), res) := (h₂.symm▸right).heapRemoveLastAux aux0 auxl auxr
have leftIsFull : (n+1).isPowerOfTwo := removeRightLeftIsFull r m_le_n subtree_complete
have still_in_range : n < 2 * (l+1) := h₂.substr (p := λx ↦ n < 2 * x) $ stillInRange r m_le_n m_gt_0 leftIsFull max_height_difference
let res := auxr res n (by omega)
(h₂▸CompleteTree.branch a left newRight (Nat.le_of_succ_le (h₂▸m_le_n)) still_in_range (Or.inl leftIsFull), res)
private def CompleteTree.heapRemoveLast {α : Type u} {o : Nat} (heap : CompleteTree α (o+1)) : (CompleteTree α o × α) :=
heap.heapRemoveLastAux id (λ(a : α) _ ↦ a) (λa _ _ ↦ a)
private def CompleteTree.heapRemoveLastWithIndex {α : Type u} {o : Nat} (heap : CompleteTree α (o+1)) : (CompleteTree α o × α × Fin (o+1)) :=
heap.heapRemoveLastAux (β := λn ↦ α × Fin n)
(λ(a : α) ↦ (a, Fin.mk 0 (Nat.succ_pos 0)))
(λ(a, prev_idx) h₁ ↦ (a, prev_idx.succ.castLE $ Nat.succ_le_of_lt h₁) )
(λ(a, prev_idx) left_size h₁ ↦ (a, (prev_idx.addNat left_size).succ.castLE $ Nat.succ_le_of_lt h₁))
private theorem CompleteTree.fstSeesThroughCast {α : Type u} (h₁ : n+m = 0) (t : α × Fin (1)) : (h₁▸t : (α × Fin (n+m+1))).fst = t.fst := by
cases n
cases m
simp only [Nat.add_zero, Nat.reduceAdd]
all_goals simp_arith at h₁;
private theorem CompleteTree.sndSeesThroughCast {α : Type u} (h₁ : n+m = 0) (t : α × Fin (1)) : (h₁▸t : (α × Fin (n+m+1))).snd = 0 := by
omega
private theorem CompleteTree.heqSameLeftLen {α : Type u} {n m : Nat} {a : CompleteTree α n} {b : CompleteTree α m} (h₁ : n = m) (h₂ : n > 0) (h₃ : HEq a b) : a.leftLen h₂ = b.leftLen (h₁.subst h₂) := by
subst n
have h₃ : a = b := eq_of_heq h₃
subst a
rfl
private theorem CompleteTree.heqSameRightLen {α : Type u} {n m : Nat} {a : CompleteTree α n} {b : CompleteTree α m} (h₁ : n = m) (h₂ : n > 0) (h₃ : HEq a b) : a.rightLen h₂ = b.rightLen (h₁.subst h₂) := by
subst n
have h₃ : a = b := eq_of_heq h₃
subst a
rfl
/--Shows that the index and value returned by heapRemoveLastWithIndex are consistent.-/
theorem CompleteTree.heapRemoveLastWithIndexReturnsItemAtIndex {α : Type u} {o : Nat} (heap : CompleteTree α (o+1)) : heap.get heap.heapRemoveLastWithIndex.snd.snd = heap.heapRemoveLastWithIndex.snd.fst := by
unfold heapRemoveLastWithIndex heapRemoveLastAux
split
rename_i n m v l r m_le_n max_height_difference subtree_full
simp
split
case isTrue n_m_zero =>
unfold get
rw[fstSeesThroughCast n_m_zero.symm]
rw[sndSeesThroughCast n_m_zero.symm] -- prob not needed
simp
split
case h_1 =>
have h₁ : n = 0 := And.left $ Nat.add_eq_zero.mp n_m_zero.symm
have h₂ : m = 0 := And.right $ Nat.add_eq_zero.mp n_m_zero.symm
rename_i nn mm vv ll rr mm_le_nn _ _ _ _ he₁ he₂
have h₃ : nn = 0 := And.left (Nat.add_eq_zero.mp $ Eq.symm $ (Nat.zero_add 0).subst (motive := λx ↦ x = nn + mm) $ h₂.subst (motive := λx ↦ 0 + x = nn + mm) (h₁.subst (motive := λx ↦ x + m = nn + mm) he₁))
have h₄ : mm = 0 := And.right (Nat.add_eq_zero.mp $ Eq.symm $ (Nat.zero_add 0).subst (motive := λx ↦ x = nn + mm) $ h₂.subst (motive := λx ↦ 0 + x = nn + mm) (h₁.subst (motive := λx ↦ x + m = nn + mm) he₁))
subst n m nn mm
exact And.left $ CompleteTree.branch.inj (eq_of_heq he₂.symm)
case h_2 =>
omega -- to annoying to deal with Fin.ofNat... There's a hypothesis that says 0 = ⟨1,_⟩.
case isFalse n_m_not_zero =>
unfold get
split
case h_1 nn mm vv ll rr mm_le_nn max_height_difference_2 subtree_full2 _ he₁ he₂ he₃ =>
--aaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
--okay, I know that he₁ is False.
--but reducing this wall of text to something the computer understands - I am frightened.
exfalso
revert he₁
split
case isTrue goLeft => --tactic split failed. This is going great.
exact match n, l, m_le_n, max_height_difference, subtree_full, n_m_not_zero, goLeft with
| (_+1), _, _, _, _, _, _ => by
apply Fin.ne_of_val_ne
simp
case isFalse goRight =>
apply Fin.ne_of_val_ne
simp
--okay, this wasn't that bad
case h_2 j j_lt_n_add_m nn mm vv ll rr mm_le_nn max_height_difference_2 subtree_full2 heap he₁ he₂ he₃ =>
--he₁ relates j to the other indices. This is the important thing here.
--it should be reducible to j = (l or r).heap.heapRemoveLastWithIndex.snd.snd
--or something like it.
--but first, let's get rid of mm and nn, and vv while at it.
-- which are equal to m, n, v, but we need to deduce this from he₃...
have : nn = n := by
have nn_e : nn = ll.length := rfl
have n_e : n = l.length := rfl
have llle : ll.length = (branch vv ll rr mm_le_nn max_height_difference_2 subtree_full2).leftLen (by simp) := rfl
have lle : l.length = (branch v l r m_le_n max_height_difference subtree_full).leftLen (by simp) := rfl
have ll_len_eq_l_len := heqSameLeftLen (congrArg (·+1) he₂) (by simp_arith) he₃
simp[←llle, ←lle] at ll_len_eq_l_len
rw[nn_e, n_e]
exact ll_len_eq_l_len.symm
subst nn
have : mm = m := by
have mm_e : mm = rr.length := rfl
have m_e : m = r.length := rfl
have rrre : rr.length = (branch vv ll rr mm_le_nn max_height_difference_2 subtree_full2).rightLen (by simp) := rfl
have rre : r.length = (branch v l r m_le_n max_height_difference subtree_full).rightLen (by simp) := rfl
have rr_len_eq_r_len := heqSameRightLen (congrArg (·+1) he₂) (by simp_arith) he₃
simp[←rrre, ←rre] at rr_len_eq_r_len
rw[mm_e, m_e]
exact rr_len_eq_r_len.symm
subst mm
simp at he₃
-- yeah, no more HEq fuglyness!
have : v = vv := he₃.left
subst vv
have : l = ll := he₃.right.left
subst ll
have : r = rr := he₃.right.right
subst rr
split at he₁
case isTrue goLeft =>
simp[goLeft]
exact match n, l, m_le_n, max_height_difference, subtree_full, n_m_not_zero, goLeft with
| (o+1), l, m_le_n, max_height_difference, subtree_full, n_m_not_zero, goLeft => by
simp at he₁
have he₁ := Fin.val_eq_of_eq he₁
simp at he₁
-- looking good, but let's clean up the Infoview a bit.
have : max_height_difference_2 = max_height_difference := rfl
subst max_height_difference_2
have : subtree_full2 = subtree_full := rfl
subst subtree_full2
rename_i del1 del2
clear del1 del2
have : j < o + 1 := by omega --from he₁. It has j = (blah : Fin (o+1)).val
simp[this]
subst j -- overkill, but unlike rw it works
apply heapRemoveLastWithIndexReturnsItemAtIndex
done
case isFalse goRight =>
simp[goRight]
simp at he₁
have he₁ := Fin.val_eq_of_eq he₁
simp at he₁
-- looking good, but let's clean up the Infoview a bit.
rename_i del1 del2
clear del1 del2
have : max_height_difference_2 = max_height_difference := rfl
subst max_height_difference_2
have : subtree_full2 = subtree_full := rfl
subst subtree_full2
have : ¬j<n := by omega --from he₁. It has j = something + n.
simp[this]
split
subst j
simp
apply heapRemoveLastWithIndexReturnsItemAtIndex
done
private theorem CompleteTree.castZeroHeap (n m : Nat) (heap : CompleteTree α 0) (h₁ : 0=n+m) {le : α → α → Bool} : HeapPredicate (h₁ ▸ heap) le := by
have h₂ : heap = (CompleteTree.empty : CompleteTree α 0) := by
simp[empty]
match heap with
| .leaf => trivial
have h₂ : HeapPredicate heap le := by simp[h₂, empty, emptyIsHeap]
cases m
case succ => contradiction
case zero =>
cases n
case succ => contradiction
case zero =>
simp[h₁, h₂]
private theorem HeapPredicate.seesThroughCast2
(n m : Nat)
(lt : α → α → Bool)
(h₁ : n+m+1=n+1+m)
(h₂ : 0<n+1+m)
(h₃ : 0<n+m+1)
(heap : CompleteTree α (n+m+1)) : HeapPredicate heap lt → HeapPredicate (h₁▸heap) lt := by
unfold HeapPredicate
intro h₄
induction m generalizing n
case zero => simp[h₄]
case succ o ho =>
have h₅ := ho (n+1)
have h₆ : n+1+o+1 = n+(Nat.succ o)+1 := by simp_arith
rw[h₆] at h₅
have h₆ : n + 1 + 1 + o = n + 1 + Nat.succ o := by simp_arith
rewrite[h₆] at h₅
revert heap h₁ h₂ h₃
assumption
-- If there is only one element left, the result is a leaf.
private theorem CompleteTree.heapRemoveLastAuxLeaf
{α : Type u}
{β : Nat → Type u}
(heap : CompleteTree α 1)
(aux0 : α → (β 1))
(auxl : {prev_size curr_size : Nat} → β prev_size → (h₁ : prev_size < curr_size) → β curr_size)
(auxr : {prev_size curr_size : Nat} → β prev_size → (left_size : Nat) → (h₁ : prev_size + left_size < curr_size) → β curr_size)
: (heap.heapRemoveLastAux aux0 auxl auxr).fst = CompleteTree.leaf := by
let l := (heap.heapRemoveLastAux aux0 auxl auxr).fst
have h₁ : l = CompleteTree.leaf := match l with
| .leaf => rfl
exact h₁
private theorem CompleteTree.heapRemoveLastAuxLeavesRoot
{α : Type u}
{β : Nat → Type u}
(heap : CompleteTree α (n+1))
(aux0 : α → (β 1))
(auxl : {prev_size curr_size : Nat} → β prev_size → (h₁ : prev_size < curr_size) → β curr_size)
(auxr : {prev_size curr_size : Nat} → β prev_size → (left_size : Nat) → (h₁ : prev_size + left_size < curr_size) → β curr_size)
(h₁ : n > 0)
: heap.root (Nat.zero_lt_of_ne_zero $ Nat.succ_ne_zero n) = (heap.heapRemoveLastAux aux0 auxl auxr).fst.root (h₁) := by
unfold heapRemoveLastAux
split
rename_i o p v l r _ _ _
have h₃ : (0 ≠ o + p) := Ne.symm $ Nat.not_eq_zero_of_lt h₁
simp[h₃]
exact
if h₄ : p < o ∧ Nat.nextPowerOfTwo (p + 1) = p + 1 then by
simp[h₄]
cases o
case zero => exact absurd h₄.left $ Nat.not_lt_zero p
case succ oo _ _ _ =>
simp -- redundant, but makes goal easier to read
rw[rootSeesThroughCast2 oo p _ (by simp_arith) _]
apply root_unfold
else by
simp[h₄]
cases p
case zero =>
simp_arith at h₁ -- basically o ≠ 0
simp_arith (config := {ground := true})[h₁] at h₄ -- the second term in h₄ is decidable and True. What remains is ¬(0 < o), or o = 0
case succ pp hp =>
simp_arith
apply root_unfold
private theorem CompleteTree.heapRemoveLastAuxIsHeap
{α : Type u}
{β : Nat → Type u}
{heap : CompleteTree α (o+1)}
{le : α → α → Bool}
(aux0 : α → (β 1))
(auxl : {prev_size curr_size : Nat} → β prev_size → (h₁ : prev_size < curr_size) → β curr_size)
(auxr : {prev_size curr_size : Nat} → β prev_size → (left_size : Nat) → (h₁ : prev_size + left_size < curr_size) → β curr_size)
(h₁ : HeapPredicate heap le) (h₂ : transitive_le le) (h₃ : total_le le) : HeapPredicate ((heap.heapRemoveLastAux aux0 auxl auxr).fst) le := by
unfold heapRemoveLastAux
split
rename_i n m v l r _ _ _
exact
if h₄ : 0 = (n+m) then by
simp only [h₄, reduceDite, castZeroHeap]
else by
simp[h₄]
exact
if h₅ : (m<n ∧ Nat.nextPowerOfTwo (m+1) = m+1) then by
simp only [h₅, and_self, ↓reduceDite]
cases n
case zero =>
exact absurd h₅.left $ Nat.not_lt_zero m
case succ ll h₆ h₇ h₈ =>
simp only
apply HeapPredicate.seesThroughCast2 <;> try simp_arith
cases ll
case a.zero => -- if ll is zero, then (heapRemoveLast l).snd is a leaf.
have h₆ := heapRemoveLastAuxLeaf l aux0 auxl auxr
rw[h₆]
unfold HeapPredicate at *
have h₇ : HeapPredicate .leaf le := by trivial
have h₈ : HeapPredicate.leOrLeaf le v .leaf := by trivial
exact ⟨h₇,h₁.right.left, h₈, h₁.right.right.right⟩
case a.succ nn => -- if ll is not zero, then the root element before and after heapRemoveLast is the same.
unfold HeapPredicate at *
simp only [heapRemoveLastAuxIsHeap aux0 auxl auxr h₁.left h₂ h₃, h₁.right.left, h₁.right.right.right, and_true, true_and]
unfold HeapPredicate.leOrLeaf
simp only
rw[←heapRemoveLastAuxLeavesRoot]
exact h₁.right.right.left
else by
simp[h₅]
cases m
case zero =>
simp only [Nat.add_zero] at h₄ -- n ≠ 0
simp (config := { ground := true }) only [Nat.zero_add, and_true, Nat.not_lt, Nat.le_zero_eq, Ne.symm h₄] at h₅ -- the second term in h₅ is decidable and True. What remains is ¬(0 < n), or n = 0
case succ mm h₆ h₇ h₈ =>
unfold HeapPredicate at *
simp only [h₁, heapRemoveLastAuxIsHeap aux0 auxl auxr h₁.right.left h₂ h₃, true_and]
unfold HeapPredicate.leOrLeaf
exact match mm with
| 0 => rfl
| o+1 =>
have h₉ : le v ((r.heapRemoveLastAux _ _ _).fst.root (Nat.zero_lt_succ o)) := by
rw[←heapRemoveLastAuxLeavesRoot]
exact h₁.right.right.right
h₉
private theorem CompleteTree.heapRemoveLastIsHeap {α : Type u} {heap : CompleteTree α (o+1)} {le : α → α → Bool} (h₁ : HeapPredicate heap le) (h₂ : transitive_le le) (h₃ : total_le le) : HeapPredicate (heap.heapRemoveLast.fst) le :=
heapRemoveLastAuxIsHeap _ _ _ h₁ h₂ h₃
private theorem CompleteTree.heapRemoveLastWithIndexIsHeap {α : Type u} {heap : CompleteTree α (o+1)} {le : α → α → Bool} (h₁ : HeapPredicate heap le) (h₂ : transitive_le le) (h₃ : total_le le) : HeapPredicate (heap.heapRemoveLastWithIndex.fst) le :=
heapRemoveLastAuxIsHeap _ _ _ h₁ h₂ h₃
private def BinaryHeap.heapRemoveLast {α : Type u} {le : α → α → Bool} {n : Nat} : (BinaryHeap α le (n+1)) → BinaryHeap α le n × α
| {tree, valid, wellDefinedLe} =>
let result := tree.heapRemoveLast
let resultValid := CompleteTree.heapRemoveLastIsHeap valid wellDefinedLe.left wellDefinedLe.right
({ tree := result.fst, valid := resultValid, wellDefinedLe}, result.snd)
/--
Helper for CompleteTree.heapUpdateAt. Makes proofing heap predicate work in Lean 4.9
-/
def CompleteTree.heapUpdateRoot {α : Type u} {n : Nat} (le : α → α → Bool) (value : α) (heap : CompleteTree α n) (_ : n > 0) : CompleteTree α n × α :=
match n, heap with
| (o+p+1), .branch v l r h₃ h₄ h₅ =>
if h₆ : o = 0 then
-- have : p = 0 := (Nat.le_zero_eq p).mp $ h₇.subst h₃ --not needed, left here for reference
(.branch value l r h₃ h₄ h₅, v)
else
have h₇ : o > 0 := Nat.zero_lt_of_ne_zero h₆
let lr := l.root h₇
if h₈ : p = 0 then
if le value lr then
(.branch value l r h₃ h₄ h₅, v)
else
-- We would not need to recurse further, because we know o = 1.
-- However, that would introduce type casts, what makes proving harder...
-- have h₉: o = 1 := Nat.le_antisymm (by simp_arith[h₈] at h₄; exact h₄) (Nat.succ_le_of_lt h₇)
let ln := heapUpdateRoot le value l h₇
(.branch ln.snd ln.fst r h₃ h₄ h₅, v)
else
have h₉ : p > 0 := Nat.zero_lt_of_ne_zero h₈
let rr := r.root h₉
if le value lr ∧ le value rr then
(.branch value l r h₃ h₄ h₅, v)
else if le lr rr then -- value is gt either left or right root. Move it down accordingly
let ln := heapUpdateRoot le value l h₇
(.branch ln.snd ln.fst r h₃ h₄ h₅, v)
else
let rn := heapUpdateRoot le value r h₉
(.branch rn.snd l rn.fst h₃ h₄ h₅, v)
/--
Helper for CompleteTree.heapRemoveAt.
Removes the element at index, and instead inserts the given value.
Returns the element at index, and the resulting tree.
-/
def CompleteTree.heapUpdateAt {α : Type u} {n : Nat} (le : α → α → Bool) (index : Fin n) (value : α) (heap : CompleteTree α n) (h₁ : n > 0) : CompleteTree α n × α :=
if h₂ : index == ⟨0,h₁⟩ then
heapUpdateRoot le value heap h₁
else
match n, heap with
| (o+p+1), .branch v l r h₃ h₄ h₅ =>
let (v, value) := if le v value then (v, value) else (value, v)
if h₆ : index ≤ o then
have h₇ : Nat.pred index.val < o := Nat.lt_of_lt_of_le (Nat.pred_lt $ Fin.val_ne_of_ne (ne_of_beq_false $ Bool.of_not_eq_true h₂)) h₆
let index_in_left : Fin o := ⟨index.val.pred, h₇⟩
have h₈ : 0 < o := Nat.zero_lt_of_lt h₇
let result := heapUpdateAt le index_in_left value l h₈
(.branch v result.fst r h₃ h₄ h₅, result.snd)
else
have h₇ : index.val - (o + 1) < p :=
-- tactic rewrite failed, result is not type correct.
have h₈ : index.val < p + o + 1 := index.isLt
|> (Nat.add_assoc o p 1).subst
|> (Nat.add_comm p 1).subst (motive := λx ↦ index.val < o + x)
|> (Nat.add_assoc o 1 p).symm.subst
|> (Nat.add_comm (o+1) p).subst
Nat.sub_lt_of_lt_add h₈ $ (Nat.not_le_eq index.val o).mp h₆
let index_in_right : Fin p := ⟨index.val - o - 1, h₇⟩
have h₈ : 0 < p := Nat.zero_lt_of_lt h₇
let result := heapUpdateAt le index_in_right value r h₈
(.branch v l result.fst h₃ h₄ h₅, result.snd)
private theorem CompleteTree.heapUpdateRootReturnsRoot {α : Type u} {n : Nat} (le : α → α → Bool) (value : α) (heap : CompleteTree α n) (h₁ : n > 0) : (heap.heapUpdateRoot le value h₁).snd = heap.root h₁ := by
unfold heapUpdateRoot
split
rename_i o p v l r h₃ h₄ h₅ h₁
simp
cases o <;> simp
case zero =>
exact root_unfold v l r h₃ h₄ h₅ h₁
case succ =>
cases p <;> simp
case zero =>
cases le value (root l _)
<;> simp only [Bool.false_eq_true, ↓reduceIte, root_unfold]
case succ =>
cases le value (root l _) <;> cases le value (root r _)
<;> cases le (root l _) (root r _)
<;> simp only [Bool.false_eq_true, and_self, and_true, and_false, ↓reduceIte, root_unfold]
private theorem CompleteTree.heapUpdateRootPossibleRootValuesAuxL {α : Type u} (heap : CompleteTree α n) (h₁ : n > 1) : 0 < heap.leftLen (Nat.lt_trans (Nat.lt_succ_self 0) h₁) :=
match h₅: n, heap with
| (o+p+1), .branch v l r h₂ h₃ h₄ => by
simp[leftLen, length]
cases o
case zero => rewrite[(Nat.le_zero_eq p).mp h₂] at h₁; contradiction
case succ q => exact Nat.zero_lt_succ q
private theorem CompleteTree.heapUpdateRootPossibleRootValuesAuxR {α : Type u} (heap : CompleteTree α n) (h₁ : n > 2) : 0 < heap.rightLen (Nat.lt_trans (Nat.lt_succ_self 0) $ Nat.lt_trans (Nat.lt_succ_self 1) h₁) :=
match h₅: n, heap with
| (o+p+1), .branch v l r h₂ h₃ h₄ => by
simp[rightLen, length]
cases p
case zero => simp_arith at h₁; simp at h₃; exact absurd h₁ (Nat.not_le_of_gt h₃)
case succ q => exact Nat.zero_lt_succ q
private theorem CompleteTree.heapUpdateRootPossibleRootValues1 {α : Type u} (le : α → α → Bool) (value : α) (heap : CompleteTree α n) (h₁ : n = 1) : (heap.heapUpdateRoot le value (h₁.substr (Nat.lt_succ_self 0))).fst.root (h₁.substr (Nat.lt_succ_self 0)) = value := by
unfold heapUpdateRoot
generalize (h₁.substr (Nat.lt_succ_self 0) : n > 0) = hx
split
rename_i o p v l r _ _ _ h₁
have h₃ : o = 0 := (Nat.add_eq_zero.mp $ Nat.succ.inj h₁).left
simp[h₃, root_unfold]
private theorem CompleteTree.heapUpdateRootPossibleRootValues2 {α : Type u} (le : α → α → Bool) (value : α) (heap : CompleteTree α n) (h₁ : n = 2) :
have h₂ : 0 < n := Nat.lt_trans (Nat.lt_succ_self 0) $ h₁.substr (Nat.lt_succ_self 1)
have h₃ : 0 < leftLen heap h₂ := heapUpdateRootPossibleRootValuesAuxL heap (h₁.substr (Nat.lt_succ_self 1))
(heap.heapUpdateRoot le value h₂).fst.root h₂ = value
∨ (heap.heapUpdateRoot le value h₂).fst.root h₂ = (heap.left h₂).root h₃
:= by
simp
unfold heapUpdateRoot
generalize (Nat.lt_trans (Nat.lt_succ_self 0) (Eq.substr h₁ (Nat.lt_succ_self 1)) : 0 < n) = h₂
split
rename_i o p v l r h₃ h₄ h₅ h₂
cases o <;> simp
case zero => simp only[root, true_or]
case succ oo =>
have h₆ : p = 0 := by simp at h₁; omega
simp only [h₆, ↓reduceDite]
cases le value (l.root _)
<;> simp[heapUpdateRootReturnsRoot, root_unfold, left_unfold]
private theorem CompleteTree.heapUpdateRootPossibleRootValues3 {α : Type u} (le : α → α → Bool) (value : α) (heap : CompleteTree α n) (h₁ : n > 2) :
have h₂ : 0 < n := Nat.lt_trans (Nat.lt_succ_self 0) $ Nat.lt_trans (Nat.lt_succ_self 1) h₁
have h₃ : 0 < leftLen heap h₂ := heapUpdateRootPossibleRootValuesAuxL heap $ Nat.lt_trans (Nat.lt_succ_self 1) h₁
have h₄ : 0 < rightLen heap h₂ := heapUpdateRootPossibleRootValuesAuxR heap h₁
(heap.heapUpdateRoot le value h₂).fst.root h₂ = value
∨ (heap.heapUpdateRoot le value h₂).fst.root h₂ = (heap.left h₂).root h₃
∨ (heap.heapUpdateRoot le value h₂).fst.root h₂ = (heap.right h₂).root h₄
:= by
simp only
unfold heapUpdateRoot
generalize (Nat.lt_trans (Nat.lt_succ_self 0) (Nat.lt_trans (Nat.lt_succ_self 1) h₁) : 0 < n) = h₂
split
rename_i o p v l r h₃ h₄ h₅ h₂
cases o
case zero => simp only[root, true_or]
case succ oo =>
have h₆ : p ≠ 0 := by simp at h₁; omega
simp only [Nat.add_one_ne_zero, ↓reduceDite, h₆]
cases le value (l.root _) <;> simp
rotate_right
cases le value (r.root _) <;> simp
case true.true => simp[root]
case false | true.false =>
cases le (l.root _) (r.root _)
<;> simp only [Bool.false_eq_true, ↓reduceIte, heapUpdateRootReturnsRoot, root_unfold, left_unfold, right_unfold, true_or, or_true]
private theorem CompleteTree.heapUpdateRootIsHeapLeRootAux {α : Type u} (le : α → α → Bool) (value : α) (heap : CompleteTree α n) (h₁ : HeapPredicate heap le) (h₂ : n > 0) (h₃ : le (root heap h₂) value) : HeapPredicate.leOrLeaf le (root heap h₂) (heapUpdateRoot le value heap h₂).fst :=
if h₄ : n = 1 then by
have h₅ : le (heap.root h₂) ( (heapUpdateRoot le value heap h₂).fst.root h₂) := by simp only[h₃, h₄, heapUpdateRootPossibleRootValues1]
unfold HeapPredicate.leOrLeaf
split
· rfl
· exact h₅
else if h₅ : n = 2 then by
have h₆ := heapUpdateRootPossibleRootValues2 le value heap h₅
cases h₆
case inl h₆ =>
have h₇ : le (heap.root h₂) ( (heapUpdateRoot le value heap h₂).fst.root h₂) := by simp only [h₆, h₃]
unfold HeapPredicate.leOrLeaf
split
· rfl
· exact h₇
case inr h₆ =>
unfold HeapPredicate.leOrLeaf
unfold HeapPredicate at h₁
split at h₁
case h_1 => contradiction
case h_2 o p v l r h₇ h₈ h₉ =>
have h₁₁ : p = 0 := by
simp at h₅
cases o; simp only [Nat.le_zero_eq] at h₇; exact h₇; simp_arith[Nat.add_eq_zero] at h₅; exact h₅.right
have h₁₀ : o = 1 := by simp_arith[h₁₁] at h₅; assumption
simp only
rw[h₆]
have h₁₂ := h₁.right.right.left
unfold HeapPredicate.leOrLeaf at h₁₂
cases o ; contradiction;
case succ =>
exact h₁₂
else by
have h₆ : n > 2 := by omega
have h₇ := heapUpdateRootPossibleRootValues3 le value heap h₆
simp at h₇
unfold HeapPredicate at h₁
cases h₇
case inl h₇ =>
have h₈ : le (heap.root h₂) ( (heapUpdateRoot le value heap h₂).fst.root h₂) := by simp only [h₇, h₃]
unfold HeapPredicate.leOrLeaf
split
· rfl
· exact h₈
case inr h₇ =>
cases h₇
case inl h₇ | inr h₇ =>
unfold HeapPredicate.leOrLeaf
split at h₁
contradiction
simp_all
case h_2 o p v l r _ _ _ =>
cases o
omega
cases p
omega
have h₈ := h₁.right.right.left
have h₉ := h₁.right.right.right
assumption
private theorem CompleteTree.heapUpdateRootIsHeapLeRootAuxLe {α : Type u} (le : α → α → Bool) {a b c : α} (h₁ : transitive_le le) (h₂ : total_le le) (h₃ : le b c) : ¬le a c ∨ ¬ le a b → le b a
| .inr h₅ => not_le_imp_le h₂ _ _ h₅
| .inl h₅ => h₁ b c a ⟨h₃,not_le_imp_le h₂ _ _ h₅⟩
theorem CompleteTree.heapUpdateRootIsHeap {α : Type u} {n: Nat} (le : α → α → Bool) (value : α) (heap : CompleteTree α n) (h₁ : n > 0) (h₂ : HeapPredicate heap le) (h₃ : transitive_le le) (h₄ : total_le le) : HeapPredicate (heap.heapUpdateRoot le value h₁).fst le := by
unfold heapUpdateRoot
split
rename_i o p v l r h₇ h₈ h₉ heq
exact
if h₁₀ : o = 0 then by
simp only [Nat.add_eq, Nat.succ_eq_add_one, h₁₀, ↓reduceDite]
unfold HeapPredicate at h₂ ⊢
simp only [h₂, true_and]
unfold HeapPredicate.leOrLeaf
have : p = 0 := by rw[h₁₀, Nat.le_zero_eq] at h₇; assumption
apply And.intro
case left => match o, l with
| Nat.zero, _ => trivial
case right => match p, r with
| Nat.zero, _ => trivial
else if h₁₁ : p = 0 then by
simp only [↓reduceDite, h₁₀, h₁₁]
cases h₉ : le value (root l (_ : 0 < o)) <;> simp
case true =>
unfold HeapPredicate at *
simp only [h₂, true_and]
unfold HeapPredicate.leOrLeaf
apply And.intro
case right => match p, r with
| Nat.zero, _ => trivial
case left => match o, l with
| Nat.succ _, _ => assumption
case false =>
rw[heapUpdateRootReturnsRoot]
have h₁₂ : le (l.root (Nat.zero_lt_of_ne_zero h₁₀)) value := by simp[h₉, h₄, not_le_imp_le]
have h₁₃ : o = 1 := Nat.le_antisymm (by simp_arith[h₁₁] at h₈; exact h₈) (Nat.succ_le_of_lt (Nat.zero_lt_of_ne_zero h₁₀))
unfold HeapPredicate at *
simp only [h₂, true_and] --closes one sub-goal
apply And.intro <;> try apply And.intro
case right.right => match p, r with
| 0, .leaf => simp[HeapPredicate.leOrLeaf]
case right.left =>
simp only [HeapPredicate.leOrLeaf]
cases o <;> simp only [Nat.succ_eq_add_one, heapUpdateRootPossibleRootValues1, h₁₃, h₁₂]
case left =>
apply heapUpdateRootIsHeap
exact h₂.left
exact h₃
exact h₄
else if h₁₂ : le value (root l (Nat.zero_lt_of_ne_zero h₁₀)) ∧ le value (root r (Nat.zero_lt_of_ne_zero h₁₁)) then by
unfold HeapPredicate at *
simp only [↓reduceDite, and_self, ↓reduceIte, true_and, h₁₀, h₁₁, h₁₂, h₂]
unfold HeapPredicate.leOrLeaf
cases o
· contradiction
· cases p
· contradiction
· assumption
else by
simp only [↓reduceDite, ↓reduceIte, h₁₀, h₁₁, h₁₂]
have h₁₃ : ¬le value (root l _) ∨ ¬le value (root r _) := (Decidable.not_and_iff_or_not (le value (root l (Nat.zero_lt_of_ne_zero h₁₀)) = true) (le value (root r (Nat.zero_lt_of_ne_zero h₁₁)) = true)).mp h₁₂
cases h₁₄ : le (root l (_ : 0 < o)) (root r (_ : 0 < p))
<;> simp only [Bool.false_eq_true, ↓reduceIte]
<;> unfold HeapPredicate at *
<;> simp only [true_and, h₂]
<;> apply And.intro
<;> try apply And.intro
case false.left | true.left =>
apply heapUpdateRootIsHeap
<;> simp only [h₂, h₃, h₄]
case false.right.left =>
unfold HeapPredicate.leOrLeaf
have h₁₅ : le (r.root _) (l.root _) = true := not_le_imp_le h₄ (l.root _) (r.root _) $ (Bool.not_eq_true $ le (root l (_ : 0 < o)) (root r (_ : 0 < p))).substr h₁₄
simp only[heapUpdateRootReturnsRoot]
cases o <;> simp only[h₁₅]
case true.right.right =>
unfold HeapPredicate.leOrLeaf
simp only[heapUpdateRootReturnsRoot]
cases p <;> simp only[h₁₄]
case false.right.right =>
have h₁₅ : le (r.root _) (l.root _) = true := not_le_imp_le h₄ (l.root _) (r.root _) $ (Bool.not_eq_true $ le (root l (_ : 0 < o)) (root r (_ : 0 < p))).substr h₁₄
have h₁₆ : le (r.root _) value := heapUpdateRootIsHeapLeRootAuxLe le h₃ h₄ h₁₅ h₁₃
simp only [heapUpdateRootReturnsRoot, heapUpdateRootIsHeapLeRootAux, h₂, h₁₆]
case true.right.left =>
have h₁₆ : le (l.root _) value := heapUpdateRootIsHeapLeRootAuxLe le h₃ h₄ h₁₄ h₁₃.symm
simp only [heapUpdateRootReturnsRoot, heapUpdateRootIsHeapLeRootAux, h₂, h₁₆]
private theorem CompleteTree.heapUpdateAtIsHeapLeRootAux_RootLeValue {α : Type u} {n : Nat} (le : α → α → Bool) (index : Fin n) (value : α) (heap : CompleteTree α n) (h₁ : HeapPredicate heap le) (h₂ : n > 0) (h₃ : le (root heap h₂) value) (h₄ : total_le le) : HeapPredicate.leOrLeaf le (root heap h₂) (heapUpdateAt le index value heap h₂).fst := by
unfold heapUpdateAt
split
case isTrue => exact heapUpdateRootIsHeapLeRootAux le value heap h₁ h₂ h₃
case isFalse hi =>
split
rename_i o p v l r h₆ h₇ h₈ index h₁ h₅
cases h₉ : le v value <;> simp (config := { ground := true }) only
case false => rw[root_unfold] at h₃; exact absurd h₃ ((Bool.not_eq_true (le v value)).substr h₉)
case true =>
rw[root_unfold]
split
<;> simp![reflexive_le, h₄]
private theorem CompleteTree.heapUpdateAtIsHeapLeRootAux_ValueLeRoot {α : Type u} {n : Nat} (le : α → α → Bool) (index : Fin n) (value : α) (heap : CompleteTree α n) (h₁ : HeapPredicate heap le) (h₂ : n > 0) (h₃ : le value (root heap h₂)) (h₄ : total_le le) (h₅ : transitive_le le) : HeapPredicate.leOrLeaf le value (heapUpdateAt le index value heap h₂).fst := by
unfold heapUpdateAt
split
<;> rename_i h₉
case isTrue =>
unfold heapUpdateRoot
split
rename_i o p v l r h₆ h₇ h₈ h₂
cases o <;> cases p <;> simp only [↓reduceDite,HeapPredicate.leOrLeaf, root_unfold, h₄, reflexive_le]
<;> unfold HeapPredicate at h₁
<;> have h₁₀ : le value $ l.root (by omega) := h₅ value v (l.root _) ⟨h₃, h₁.right.right.left⟩
simp only [↓reduceIte, Nat.add_zero, h₁₀, root_unfold, h₄, reflexive_le]
have h₁₁ : le value $ r.root (by omega) := h₅ value v (r.root _) ⟨h₃, h₁.right.right.right⟩
simp only [↓reduceIte, h₁₀, h₁₁, and_self, root_unfold, h₄, reflexive_le]
case isFalse =>
split
rename_i o p v l r h₆ h₇ h₈ index h₂ hi
cases le v value
<;> simp (config := { ground := true }) only [root_unfold, Nat.pred_eq_sub_one] at h₃ ⊢
<;> split
<;> unfold HeapPredicate.leOrLeaf
<;> simp only [root_unfold, h₃, h₄, reflexive_le]
theorem CompleteTree.heapUpdateAtIsHeap {α : Type u} {n : Nat} (le : α → α → Bool) (index : Fin n) (value : α) (heap : CompleteTree α n) (h₁ : n > 0) (h₂ : HeapPredicate heap le) (h₃ : transitive_le le) (h₄ : total_le le) : HeapPredicate (heap.heapUpdateAt le index value h₁).fst le := by
unfold heapUpdateAt
split
case isTrue h₅ =>
exact heapUpdateRootIsHeap le value heap h₁ h₂ h₃ h₄
case isFalse h₅ =>
split
rename_i o p v l r h₆ h₇ h₈ index h₁ h₅
cases h₁₀ : le v value <;> simp (config := {ground := true}) -- this could probably be solved without this split, but readability...
<;> split
<;> rename_i h -- h is the same name as used in the function
<;> unfold HeapPredicate at h₂ ⊢
<;> simp only [h₂, and_true, true_and]
case false.isFalse =>
have h₁₀ := not_le_imp_le h₄ v value (Bool.eq_false_iff.mp h₁₀)
have h₁₄ : p > 0 := by cases p; exact absurd (Nat.lt_succ.mp index.isLt) h; exact Nat.zero_lt_succ _
apply And.intro <;> try apply And.intro
case left => exact heapUpdateAtIsHeap le ⟨index.val - o - 1, _⟩ v r h₁₄ h₂.right.left h₃ h₄
case right.left => exact HeapPredicate.leOrLeaf_transitive h₃ h₁₀ h₂.right.right.left
case right.right =>
have h₁₁: HeapPredicate (heapUpdateAt le ⟨index.val - o - 1, (by omega)⟩ v r h₁₄).fst le :=
(heapUpdateAtIsHeap le ⟨index.val - o - 1, (by omega)⟩ v r _ h₂.right.left h₃ h₄)
cases h₁₂ : le v (r.root h₁₄)
case false =>
cases p
exact absurd (Nat.lt_succ.mp index.isLt) h
exact absurd h₂.right.right.right ((Bool.eq_false_iff).mp h₁₂)
case true =>
have h₁₃ := heapUpdateAtIsHeapLeRootAux_ValueLeRoot le ⟨index.val - o - 1, (by omega)⟩ v r h₂.right.left (by omega) h₁₂ h₄ h₃
apply HeapPredicate.leOrLeaf_transitive h₃ _ h₁₃
exact h₁₀
case false.isTrue =>
have h₁₀ := not_le_imp_le h₄ v value (Bool.eq_false_iff.mp h₁₀)
have h₁₄ : o > 0 := by cases o; simp at h₅ h; exact absurd (Fin.val_inj.mp h : index = 0) h₅; exact Nat.zero_lt_succ _
apply And.intro <;> try apply And.intro
case left => exact heapUpdateAtIsHeap le ⟨index.val - 1, _⟩ v l h₁₄ h₂.left h₃ h₄
case right.right => exact HeapPredicate.leOrLeaf_transitive h₃ h₁₀ h₂.right.right.right
case right.left =>
have h₁₁: HeapPredicate (heapUpdateAt le ⟨index.val - 1, (_)⟩ v l h₁₄).fst le :=
(heapUpdateAtIsHeap le ⟨index.val - 1, (by omega)⟩ v l _ h₂.left h₃ h₄)
cases h₁₂ : le v (l.root h₁₄)
case false =>
cases o
contradiction -- h₁₄ is False
exact absurd h₂.right.right.left ((Bool.eq_false_iff).mp h₁₂)
case true =>
have h₁₃ := heapUpdateAtIsHeapLeRootAux_ValueLeRoot le ⟨index.val - 1, (by omega)⟩ v l h₂.left (by omega) h₁₂ h₄ h₃
apply HeapPredicate.leOrLeaf_transitive h₃ _ h₁₃
exact h₁₀
case true.isFalse =>
have h₁₄ : p > 0 := by cases p; exact absurd (Nat.lt_succ.mp index.isLt) h; exact Nat.zero_lt_succ _
apply And.intro
case left => exact heapUpdateAtIsHeap le ⟨index.val - o - 1, _⟩ value r h₁₄ h₂.right.left h₃ h₄
case right =>
have h₁₁: HeapPredicate (heapUpdateAt le ⟨index.val - o - 1, (by omega)⟩ v r (h₁₄)).fst le :=
(heapUpdateAtIsHeap le ⟨index.val - o - 1, (by omega)⟩ v r _ h₂.right.left h₃ h₄)
cases h₁₂ : le value (r.root h₁₄)
case false =>
have h₁₃ := heapUpdateAtIsHeapLeRootAux_RootLeValue le ⟨index.val - o - 1, (by omega)⟩ value r h₂.right.left (by omega) (not_le_imp_le h₄ value (r.root h₁₄) (Bool.eq_false_iff.mp h₁₂)) h₄
apply HeapPredicate.leOrLeaf_transitive h₃ _ h₁₃
cases p
contradiction -- h₁₄ is False
exact h₂.right.right.right
case true =>
have h₁₃ := heapUpdateAtIsHeapLeRootAux_ValueLeRoot le ⟨index.val - o - 1, (by omega)⟩ value r h₂.right.left (by omega) h₁₂ h₄ h₃
apply HeapPredicate.leOrLeaf_transitive h₃ _ h₁₃
exact h₁₀
case true.isTrue =>
have h₁₄ : o > 0 := by cases o; simp at h₅ h; exact absurd (Fin.val_inj.mp h : index = 0) h₅; exact Nat.zero_lt_succ _
apply And.intro
case left => exact heapUpdateAtIsHeap le ⟨index.val - 1, _⟩ value l h₁₄ h₂.left h₃ h₄
case right =>
have h₁₁: HeapPredicate (heapUpdateAt le ⟨index.val - 1, (by omega)⟩ v l h₁₄).fst le :=
(heapUpdateAtIsHeap le ⟨index.val - 1, (by omega)⟩ v l _ h₂.left h₃ h₄)
cases h₁₂ : le value (l.root h₁₄)
case false =>
have h₁₃ := heapUpdateAtIsHeapLeRootAux_RootLeValue le ⟨index.val - 1, (by omega)⟩ value l h₂.left (by omega) (not_le_imp_le h₄ value (l.root h₁₄) (Bool.eq_false_iff.mp h₁₂)) h₄
apply HeapPredicate.leOrLeaf_transitive h₃ _ h₁₃
cases o
contradiction -- h₁₄ is False
exact h₂.right.right.left
case true =>
have h₁₃ := heapUpdateAtIsHeapLeRootAux_ValueLeRoot le ⟨index.val - 1, (by omega)⟩ value l h₂.left (by omega) h₁₂ h₄ h₃
apply HeapPredicate.leOrLeaf_transitive h₃ _ h₁₃
exact h₁₀
def CompleteTree.heapPop {α : Type u} {n : Nat} (le : α → α → Bool) (heap : CompleteTree α (n+1)) : CompleteTree α n × α :=
let l := heap.heapRemoveLast
if p : n > 0 then
heapUpdateRoot le l.snd l.fst p
else
l
theorem CompleteTree.heapPopIsHeap {α : Type u} {n : Nat} (le : α → α → Bool) (heap : CompleteTree α (n+1)) (h₁ : HeapPredicate heap le) (wellDefinedLe : transitive_le le ∧ total_le le) : HeapPredicate (heap.heapPop le).fst le := by
have h₂ : HeapPredicate heap.heapRemoveLast.fst le := heapRemoveLastIsHeap h₁ wellDefinedLe.left wellDefinedLe.right
unfold heapPop
cases n <;> simp[h₂, heapUpdateRootIsHeap, wellDefinedLe]
def BinaryHeap.RemoveRoot {α : Type u} {le : α → α → Bool} {n : Nat} : (BinaryHeap α le (n+1)) → (BinaryHeap α le n × α)
| {tree, valid, wellDefinedLe} =>
let result := tree.heapPop le
let resultValid := CompleteTree.heapPopIsHeap le tree valid wellDefinedLe
({ tree := result.fst, valid := resultValid, wellDefinedLe}, result.snd)
/--Removes the element at a given index. Use `CompleteTree.indexOf` to find the respective index.-/
def CompleteTree.heapRemoveAt {α : Type u} {n : Nat} (le : α → α → Bool) (index : Fin (n+1)) (heap : CompleteTree α (n+1)) : CompleteTree α n × α :=
--Since we cannot even temporarily break the completeness property, we go with the
--version from Wikipedia: We first remove the last element, and then update values in the tree
--indices are depth first, but "last" means last element of the complete tree.
--sooo:
if index_ne_zero : index = 0 then
heapPop le heap
else
let (remaining_tree, removed_element, removed_index) := heap.heapRemoveLastWithIndex
if p : index = removed_index then
(remaining_tree, removed_element)
else
have n_gt_zero : n > 0 := by
cases n
case succ nn => exact Nat.zero_lt_succ nn
case zero => omega
if index_lt_lastIndex : index ≥ removed_index then
let index := index.pred index_ne_zero
heapUpdateAt le index removed_element remaining_tree n_gt_zero
else
let h₁ : index < n := by omega
let index : Fin n := ⟨index, h₁⟩
heapUpdateAt le index removed_element remaining_tree n_gt_zero
theorem CompleteTree.heapRemoveAtIsHeap {α : Type u} {n : Nat} (le : α → α → Bool) (index : Fin (n+1)) (heap : CompleteTree α (n+1)) (h₁ : HeapPredicate heap le) (wellDefinedLe : transitive_le le ∧ total_le le) : HeapPredicate (heap.heapRemoveAt le index).fst le := by
have h₂ : HeapPredicate heap.heapRemoveLastWithIndex.fst le := heapRemoveLastWithIndexIsHeap h₁ wellDefinedLe.left wellDefinedLe.right
unfold heapRemoveAt
split
case isTrue => exact heapPopIsHeap le heap h₁ wellDefinedLe
case isFalse h₃ =>
cases h: (index = heap.heapRemoveLastWithIndex.snd.snd : Bool)
<;> simp_all
split
<;> apply heapUpdateAtIsHeap <;> simp_all
def BinaryHeap.RemoveAt {α : Type u} {le : α → α → Bool} {n : Nat} : (BinaryHeap α le (n+1)) → (Fin (n+1)) → (BinaryHeap α le n × α)
| {tree, valid, wellDefinedLe}, index =>
let result := tree.heapRemoveAt le index
let resultValid := CompleteTree.heapRemoveAtIsHeap le index tree valid wellDefinedLe
({ tree := result.fst, valid := resultValid, wellDefinedLe}, result.snd)
-------------------------------------------------------------------------------------------------------
private def TestHeap :=
let ins : {n: Nat} → Nat → CompleteTree Nat n → CompleteTree Nat (n+1) := λ x y ↦ CompleteTree.heapPush (.≤.) x y
ins 5 CompleteTree.empty
|> ins 3
|> ins 7
|> ins 12
|> ins 13
|> ins 2
|> ins 8
|> ins 97
|> ins 2
|> ins 64
|> ins 71
|> ins 21
|> ins 3
|> ins 4
|> ins 199
|> ins 24
|> ins 3
#eval TestHeap
#eval TestHeap.heapRemoveLastWithIndex
#eval TestHeap.indexOf (4 = ·)
#eval TestHeap.heapRemoveAt (.≤.) 14
private def TestHeap2 :=
let ins : {n: Nat} → Nat → CompleteTree Nat n → CompleteTree Nat (n+1) := λ x y ↦ CompleteTree.heapPush (.≤.) x y
ins 5 CompleteTree.empty
|> ins 1
|> ins 2
|> ins 3
#eval TestHeap2
#eval TestHeap2.heapRemoveAt (.≤.) 2
#eval TestHeap2.heapUpdateAt (.≤.) 3 27 (by omega)
|