summaryrefslogtreecommitdiff
path: root/Common/BinaryHeap.lean
diff options
context:
space:
mode:
Diffstat (limited to 'Common/BinaryHeap.lean')
-rw-r--r--Common/BinaryHeap.lean172
1 files changed, 172 insertions, 0 deletions
diff --git a/Common/BinaryHeap.lean b/Common/BinaryHeap.lean
new file mode 100644
index 0000000..7e2724b
--- /dev/null
+++ b/Common/BinaryHeap.lean
@@ -0,0 +1,172 @@
+namespace BinaryHeap
+
+/--A heap, represented as a binary indexed tree. The heap predicate is a type parameter, the index is the element count.-/
+inductive BinaryHeap (α : Type u) (lt : α → α → Bool): Nat → Type u
+ | leaf : BinaryHeap α lt 0
+ | branch : (val : α) → (left : BinaryHeap α lt n) → (right : BinaryHeap α lt m) → m ≤ n → BinaryHeap α lt (n+m+1)
+
+/--Please do not use this for anything meaningful. It's a debug function, with horrible performance.-/
+instance {α : Type u} {lt : α → α → Bool} [ToString α] : ToString (BinaryHeap α lt n) where
+ toString := λt ↦
+ --not very fast, doesn't matter, is for debugging
+ let rec max_width := λ {m : Nat} (t : (BinaryHeap α lt m)) ↦ match m, t with
+ | 0, .leaf => 0
+ | (_+_+1), BinaryHeap.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 : (BinaryHeap α lt m)) (lines : Nat) ↦
+ match m, t with
+ | 0, _ => ""
+ | (_+_+1), BinaryHeap.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 BinaryHeap.length : BinaryHeap α lt n → Nat := λ_ ↦ n
+
+/--Creates an empty BinaryHeap. Needs the heap predicate as parameter.-/
+abbrev BinaryHeap.empty {α : Type u} (lt : α → α → Bool ) := BinaryHeap.leaf (α := α) (lt := lt)
+
+/--Adds a new element to a given BinaryHeap.-/
+def BinaryHeap.insert (elem : α) (heap : BinaryHeap α lt o) : BinaryHeap α lt (o+1) :=
+ match o, heap with
+ | 0, .leaf => BinaryHeap.branch elem (BinaryHeap.leaf) (BinaryHeap.leaf) (by simp)
+ | (n+m+1), .branch a left right p =>
+ let (elem, a) := if lt 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 : Bool := (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]
+ let result := branch a left (right.insert elem) (q)
+ result
+ else
+ have q : m ≤ n+1 := by apply (Nat.le_of_succ_le)
+ simp_arith[p]
+ let result := branch a (left.insert elem) right q
+ have letMeSpellItOutForYou : n + 1 + m + 1 = n + m + 1 + 1 := by simp_arith
+ letMeSpellItOutForYou ▸ result
+
+
+/--Helper function for BinaryHeap.indexOf.-/
+def BinaryHeap.indexOfAux {α : Type u} {lt : α → α → Bool} [BEq α] (elem : α) (heap : BinaryHeap α lt o) (currentIndex : Nat) : Option (Fin (o+currentIndex)) :=
+ match o, heap with
+ | 0, .leaf => none
+ | (n+m+1), .branch a left right _ =>
+ if a == elem then
+ let result := Fin.ofNat' currentIndex (by simp_arith)
+ some result
+ else
+ let found_left := left.indexOfAux elem (currentIndex + 1)
+ let found_left : Option (Fin (n+m+1+currentIndex)) := found_left.map λ a ↦ Fin.ofNat' a (by simp_arith)
+ let found_right :=
+ found_left
+ <|>
+ (right.indexOfAux elem (currentIndex + n + 1)).map ((λ a ↦ Fin.ofNat' a (by simp_arith)) : _ → Fin (n+m+1+currentIndex))
+ found_right
+
+/--Finds the first occurance of a given element in the heap and returns its index.-/
+def BinaryHeap.indexOf {α : Type u} {lt : α → α → Bool} [BEq α] (elem : α) (heap : BinaryHeap α lt o) : Option (Fin o) :=
+ indexOfAux elem heap 0
+
+private inductive Direction
+| left
+| right
+deriving Repr
+
+theorem two_n_not_zero_n_not_zero (n : Nat) (p : ¬2*n = 0) : (¬n = 0) := by
+ cases n
+ case zero => contradiction
+ case succ => simp
+
+def BinaryHeap.popLast {α : Type u} {lt : α → α → Bool} (heap : BinaryHeap α lt (o+1)) : (α × BinaryHeap α lt o) :=
+ match o, heap with
+ | (n+m), .branch a (left : BinaryHeap α lt n) (right : BinaryHeap α lt m) m_le_n =>
+ if p : 0 = (n+m) then
+ (a, p▸BinaryHeap.leaf)
+ else
+ --let leftIsFull : Bool := (n+1).nextPowerOfTwo = n+1
+ let rightIsFull : Bool := (m+1).nextPowerOfTwo = m+1
+ have m_gt_0_or_rightIsFull : m > 0 ∨ rightIsFull := by cases m <;> simp_arith
+ if r : m < n ∧ rightIsFull then
+ --remove left
+ match n, left with
+ | (l+1), left =>
+ let (res, (newLeft : BinaryHeap α lt l)) := left.popLast
+ have q : l + m + 1 = l + 1 +m := by simp_arith
+ have s : m ≤ l := match r with
+ | .intro a _ => by apply Nat.le_of_lt_succ
+ simp[a]
+ (res, q▸BinaryHeap.branch a newLeft right s)
+ else
+ --remove right
+ have : m > 0 := by
+ cases m_gt_0_or_rightIsFull
+ case inl => assumption
+ case inr h => simp_arith [h] at r
+ -- p, r, m_le_n combined
+ -- r and m_le_n yield m == n and p again done
+ simp_arith
+ --clear left right heap lt a h rightIsFull
+ have n_eq_m : n = m := Nat.le_antisymm r m_le_n
+ rewrite[n_eq_m] at p
+ simp_arith at p
+ apply Nat.zero_lt_of_ne_zero
+ simp_arith[p]
+ apply (two_n_not_zero_n_not_zero m)
+ intro g
+ have g := Eq.symm g
+ revert g
+ assumption
+ match m, right with
+ | (l+1), right =>
+ let (res, (newRight : BinaryHeap α lt l)) := right.popLast
+ have s : l ≤ n := by have x := (Nat.add_le_add_left (Nat.zero_le 1) l)
+ have x := Nat.le_trans x m_le_n
+ assumption
+ (res, BinaryHeap.branch a left newRight s)
+
+/--Removes the element at a given index. Use `BinaryHeap.indexOf` to find the respective index.-/
+def BinaryHeap.removeAt {α : Type u} {lt : α → α → Bool} {o : Nat} (index : Fin (o+1)) (heap : BinaryHeap α lt (o+1)) : BinaryHeap α lt o :=
+ -- first remove the last element and remember its value
+ sorry
+
+-------------------------------------------------------------------------------------------------------
+
+private def TestHeap := let ins : {n: Nat} → Nat → BinaryHeap Nat (λ (a b : Nat) ↦ a < b) n → BinaryHeap Nat (λ (a b : Nat) ↦ a < b) (n+1) := BinaryHeap.insert
+ ins 5 (BinaryHeap.empty (λ (a b : Nat) ↦ a < b))
+ |> ins 3
+ |> ins 7
+ |> ins 12
+ |> 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.popLast
+#eval TestHeap.indexOf 71