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adt: implement a binary MinHeap data structure (#12956)

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Miccah 2021-12-25 04:03:50 -06:00 committed by GitHub
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@ -22,6 +22,8 @@ println(stack)
## Currently Implemented Datatypes:
- [x] Linked list
- [x] Doubly linked list
- [x] Stack (LIFO)
- [x] Queue (FIFO)
- [x] Min heap (priority queue)
- [ ] ...

84
vlib/adt/heap.v Normal file
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module adt
// MinHeap is a binary minimum heap data structure.
pub struct MinHeap<T> {
mut:
data []T
}
// insert adds an element to the heap.
pub fn (mut heap MinHeap<T>) insert(item T) {
// push item to the end of the array
heap.data << item
// swap the new node with its parent until the heap is in order
mut child := heap.data.len - 1
mut parent := heap.parent(child)
for heap.data[parent] > heap.data[child] {
heap.data[parent], heap.data[child] = heap.data[child], heap.data[parent]
child = parent
parent = heap.parent(child)
}
}
// pop removes the top-most element from the heap.
pub fn (mut heap MinHeap<T>) pop() ?T {
if heap.data.len == 0 {
return none
} else if heap.data.len == 1 {
return heap.data.pop()
}
item := heap.data[0]
// move last element to root
heap.data[0] = heap.data.pop()
// swap the new root with its minimum child until the heap is in order
mut parent := 0
mut left := heap.left_child(parent) or { return item }
mut right := heap.right_child(parent) or { left }
for heap.data[parent] > heap.data[left] || heap.data[parent] > heap.data[right] {
// choose min for min heap
swap := if heap.data[left] <= heap.data[right] { left } else { right }
heap.data[parent], heap.data[swap] = heap.data[swap], heap.data[parent]
parent = swap
left = heap.left_child(parent) or { break }
right = heap.right_child(parent) or { left }
}
return item
}
// peek gets the top-most element from the heap without removing it.
pub fn (heap MinHeap<T>) peek() ?T {
if heap.data.len == 0 {
return none
}
return heap.data[0]
}
// len returns the number of elements in the heap.
pub fn (heap MinHeap<T>) len() int {
return heap.data.len
}
// left_child is a helper function that returns the index of the left
// child given a parent idx, or none if there is no left child.
fn (heap MinHeap<T>) left_child(idx int) ?int {
child := 2 * idx + 1
if child >= heap.data.len {
return none
}
return child
}
// right_child is a helper function that returns the index of the right
// child given a parent idx, or none if there is no right child.
fn (heap MinHeap<T>) right_child(idx int) ?int {
child := 2 * idx + 2
if child >= heap.data.len {
return none
}
return child
}
// parent is a helper function that returns the parent index of the child.
fn (heap MinHeap<T>) parent(idx int) int {
return (idx - 1) / 2
}

68
vlib/adt/heap_test.v Normal file
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module adt
fn test_min_heap() ? {
mut heap := MinHeap<int>{}
heap.insert(2)
heap.insert(0)
heap.insert(8)
heap.insert(4)
heap.insert(1)
assert heap.pop() ? == 0
assert heap.pop() ? == 1
assert heap.pop() ? == 2
assert heap.pop() ? == 4
assert heap.pop() ? == 8
if _ := heap.pop() {
panic('expected none')
}
}
struct Item {
data string
priority int
}
fn (lhs Item) < (rhs Item) bool {
return rhs.priority < lhs.priority
}
fn test_min_heap_custom() ? {
mut heap := MinHeap<Item>{}
heap.insert(Item{'buz', 10})
heap.insert(Item{'qux', 0})
heap.insert(Item{'baz', 50})
heap.insert(Item{'foo', 100})
heap.insert(Item{'bar', 80})
assert heap.pop() ?.data == 'foo'
assert heap.pop() ?.data == 'bar'
assert heap.pop() ?.data == 'baz'
assert heap.pop() ?.data == 'buz'
assert heap.pop() ?.data == 'qux'
if _ := heap.pop() {
panic('expected none')
}
}
fn test_heap_len() ? {
mut heap := MinHeap<int>{}
heap.insert(2)
assert heap.len() == 1
heap.insert(0)
heap.insert(8)
heap.insert(4)
assert heap.len() == 4
heap.insert(1)
assert heap.len() == 5
heap.pop() ?
heap.pop() ?
heap.pop() ?
assert heap.len() == 2
heap.pop() ?
heap.pop() ?
assert heap.len() == 0
heap.pop() or {}
assert heap.len() == 0
}