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Charlotte - Space #24

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21 changes: 16 additions & 5 deletions lib/heap_sort.rb
Original file line number Diff line number Diff line change
@@ -1,8 +1,19 @@
# This method uses a heap to sort an array.
# Time Complexity: O(n)
# Space Complexity: O(n)

def heapsort(list)
Comment on lines +2 to +5

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👍 Adding an element to a heap takes O(log n) time and you're doing it n times... so the time complexity is O(n log n)

heap = MinHeap.new

# This method uses a heap to sort an array.
# Time Complexity: ?
# Space Complexity: ?
def heap_sort(list)
raise NotImplementedError, "Method not implemented yet..."
list.each do |element|
heap.add(element)
end

result = []

while !heap.empty?
result << heap.remove
end

return result
end
71 changes: 54 additions & 17 deletions lib/min_heap.rb
Original file line number Diff line number Diff line change
Expand Up @@ -14,18 +14,29 @@ def initialize
end

# This method adds a HeapNode instance to the heap
# Time Complexity: ?
# Space Complexity: ?
# Time Complexity: O(log n)
# Space Complexity: O(log n)
def add(key, value = key)
Comment on lines +17 to 19

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👍

raise NotImplementedError, "Method not implemented yet..."
@store << HeapNode.new(key, value)

heap_up(@store.length - 1)
end

# This method removes and returns an element from the heap
# maintaining the heap structure
# Time Complexity: ?
# Space Complexity: ?
# maintaining the heap structure
# Time Complexity: O(log n)
# Space Complexity: O(log n)
def remove()
Comment on lines +27 to 29

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👍

raise NotImplementedError, "Method not implemented yet..."
if @store.empty?
return nil
end

swap(0, @store.length - 1)
removed = @store.pop

heap_down(0) unless @store.empty?

return removed.value
end


Expand All @@ -44,28 +55,54 @@ def to_s
end

# This method returns true if the heap is empty
# Time complexity: ?
# Space complexity: ?
# Time complexity: O(1)
# Space complexity: O(1)
def empty?
raise NotImplementedError, "Method not implemented yet..."
return @store.empty?
end

private

# This helper method takes an index and
# moves it up the heap, if it is less than it's parent node.
# It could be **very** helpful for the add method.
# Time complexity: ?
# Space complexity: ?
# Time complexity: O(log n)
# Space complexity: O(log n)
def heap_up(index)
Comment on lines +69 to 71

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👍

return if index == 0

parent = (index - 1) / 2

# swap if node is less than it's parent node
if @store[index].key < @store[parent].key
swap(index, parent)
heap_up(parent)
end
end

# This helper method takes an index and
# moves it up the heap if it's smaller
# than it's parent node.
# Helper method takes an index and
# moves it up the heap if less than parent.
def heap_down(index)
Comment on lines +83 to 85

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👍

raise NotImplementedError, "Method not implemented yet..."
left_child = 2 * index + 1
right_child = 2 * index + 2

if right_child < @store.length
if @store[left_child].key > @store[right_child].key
smaller_child = right_child
else
smaller_child = left_child
end

if @store[index].key > @store[smaller_child].key
swap(index, smaller_child)
heap_down(smaller_child)
end

elsif left_child < @store.length
if @store[index].key > @store[left_child].key
swap(index, left_child)
end
end
end

# If you want a swap method... you're welcome
Expand All @@ -74,4 +111,4 @@ def swap(index_1, index_2)
@store[index_1] = @store[index_2]
@store[index_2] = temp
end
end
end
2 changes: 1 addition & 1 deletion test/heapsort_test.rb
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
require_relative "test_helper"

xdescribe "heapsort" do
describe "heapsort" do
it "sorts an empty array" do
# Arrange
list = []
Expand Down