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16 changes: 13 additions & 3 deletions lib/heap_sort.rb
Original file line number Diff line number Diff line change
@@ -1,8 +1,18 @@


# This method uses a heap to sort an array.
# Time Complexity: ?
# Space Complexity: ?
# Time Complexity: O(n log n)
# Space Complexity: O(n)
def heap_sort(list)
Comment on lines +4 to 6

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👍

raise NotImplementedError, "Method not implemented yet..."
heap = MinHeap.new

list.each do |element|
heap.add(element)
end

list.each_with_index do |number, index|
list[index] = heap.remove()
end

return list
end
63 changes: 50 additions & 13 deletions lib/min_heap.rb
Original file line number Diff line number Diff line change
Expand Up @@ -14,18 +14,28 @@ def initialize
end

# This method adds a HeapNode instance to the heap
# Time Complexity: ?
# Space Complexity: ?
# Time Complexity: O(log n)
# Space Complexity: O(1)
def add(key, value = key)
Comment on lines +17 to 19

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Since heap_up is recursive the space complexity is O(log n)

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: ?
# Time Complexity: O(log n)
# Space Complexity: O(log n)
def remove()
Comment on lines +28 to 30

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👍

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

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

heap_down(0) unless @store.empty?

return removed.value
end


Expand All @@ -34,6 +44,7 @@ def to_s
return "[]" if @store.empty?

output = "["

(@store.length - 1).times do |index|
output += @store[index].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?
Comment on lines +58 to 60

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👍

raise NotImplementedError, "Method not implemented yet..."
return @store.length == 0 ? true : false
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
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.
def heap_down(index)

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👍 Nice work!

raise NotImplementedError, "Method not implemented yet..."

right = 2 * index + 2
left = 2 * index + 1

if right < @store.length
if @store[left].key > @store[right].key
smaller = right
else
smaller = left
end

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

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

# If you want a swap method... you're welcome
Expand Down