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authorAndreas Grois <andi@grois.info>2023-12-11 20:34:30 +0100
committerAndreas Grois <andi@grois.info>2023-12-11 20:34:30 +0100
commit83e666ee9960275a98e6d2d44c5b4845b6b46c87 (patch)
tree17abcb4d9e30fcd58625533c315d0263d7e71a2f /Common
parent1ebf51d73981f521c70e5e30fd1bf19977cfb306 (diff)
Incomplete Heap implementation.
Diffstat (limited to 'Common')
-rw-r--r--Common/BTreeHeap.lean140
1 files changed, 140 insertions, 0 deletions
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+namespace BTreeHeap
+
+/--A heap, represented as a binary indexed tree. The heap predicate is a type parameter, the index is the element count.-/
+inductive BTreeHeap (α : Type u) (lt : α → α → Bool ): Nat → Type u
+ | leaf : BTreeHeap α lt 0
+ | branch : (val : α) → (left : BTreeHeap α lt n) → (right : BTreeHeap α lt m) → m ≤ n → BTreeHeap 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 (BTreeHeap α lt n) where
+ toString := λt ↦
+ --not very fast, doesn't matter, is for debugging
+ let rec max_width := λ {m : Nat} (t : (BTreeHeap α lt m)) ↦ match m, t with
+ | 0, .leaf => 0
+ | (_+_+1), BTreeHeap.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 : (BTreeHeap α lt m)) (lines : Nat) ↦
+ match m, t with
+ | 0, _ => ""
+ | (_+_+1), BTreeHeap.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 BTreeHeap.length : BTreeHeap α lt n → Nat := λ_ ↦ n
+
+/--Creates an empty BTreeHeap. Needs the heap predicate as parameter.-/
+abbrev BTreeHeap.empty {α : Type u} (lt : α → α → Bool ) := BTreeHeap.leaf (α := α) (lt := lt)
+
+theorem blah : n + 1 < m + 1 → n < m := by simp_arith
+ apply id
+
+/--Adds a new element to a given BTreeHeap.-/
+def BTreeHeap.insert (elem : α) (heap : BTreeHeap α lt o) : BTreeHeap α lt (o+1) :=
+ match o, heap with
+ | 0, .leaf => BTreeHeap.branch elem (BTreeHeap.leaf) (BTreeHeap.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]
+ rw[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 BTreeHeap.indexOf.-/
+def BTreeHeap.indexOfAux {α : Type u} {lt : α → α → Bool} [BEq α] (elem : α) (heap : BTreeHeap 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 BTreeHeap.indexOf {α : Type u} {lt : α → α → Bool} [BEq α] (elem : α) (heap : BTreeHeap α lt o) : Option (Fin o) :=
+ indexOfAux elem heap 0
+
+private inductive Direction
+| left
+| right
+deriving Repr
+
+def BTreeHeap.popLast {α : Type u} {lt : α → α → Bool} (heap : BTreeHeap α lt (o+1)) : (α × BTreeHeap α lt o) :=
+ match o, heap with
+ | (n+m), .branch a (left : BTreeHeap α lt n) (right : BTreeHeap α lt m) =>
+ if p : 0 = (n+m) then
+ (a, p▸BTreeHeap.leaf)
+ else
+ let leftIsFull : Bool := (n+1).nextPowerOfTwo = n+1
+ let rightIsFull : Bool := (m+1).nextPowerOfTwo = m+1
+ if !leftIsFull || (rightIsFull && n != m) then
+ --remove left
+ match n, left with
+ | 0 , _ => sorry
+ | (l+1), left =>
+ let (res, (newLeft : BTreeHeap α lt (l))) := left.popLast
+ (res, BTreeHeap.branch a newLeft right)
+ else
+ --remove right
+ sorry
+
+/--Removes the element at a given index. Use `BTreeHeap.indexOf` to find the respective index.-/
+def BTreeHeap.removeAt {α : Type u} {lt : α → α → Bool} {o : Nat} (index : Fin (o+1)) (heap : BTreeHeap α lt (o+1)) : BTreeHeap α lt o :=
+ -- first remove the last element and remember its value
+ sorry
+
+-------------------------------------------------------------------------------------------------------
+
+private def TestHeap := let ins : {n: Nat} → Nat → BTreeHeap Nat (λ (a b : Nat) ↦ a < b) n → BTreeHeap Nat (λ (a b : Nat) ↦ a < b) (n+1) := BTreeHeap.insert
+ ins 5 (BTreeHeap.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
+
+
+#eval TestHeap
+#eval TestHeap.indexOf 5