From 83e666ee9960275a98e6d2d44c5b4845b6b46c87 Mon Sep 17 00:00:00 2001 From: Andreas Grois Date: Mon, 11 Dec 2023 20:34:30 +0100 Subject: Incomplete Heap implementation. --- Common/BTreeHeap.lean | 140 ++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 140 insertions(+) create mode 100644 Common/BTreeHeap.lean (limited to 'Common/BTreeHeap.lean') diff --git a/Common/BTreeHeap.lean b/Common/BTreeHeap.lean new file mode 100644 index 0000000..cba0285 --- /dev/null +++ b/Common/BTreeHeap.lean @@ -0,0 +1,140 @@ +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 -- cgit v1.2.3