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Earth - Sophie #14

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17 changes: 14 additions & 3 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: ?
# Space Complexity: ?
# Time Complexity: n log(n)
# Space Complexity: 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

sorted_list = []
until heap.empty?
sorted_list.push(heap.remove)
end

return sorted_list
end
53 changes: 40 additions & 13 deletions lib/min_heap.rb
Original file line number Diff line number Diff line change
Expand Up @@ -14,18 +14,23 @@ def initialize
end

# This method adds a HeapNode instance to the heap
# Time Complexity: ?
# Space Complexity: ?
# Time Complexity: log n
# Space Complexity: 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: ?
# Time Complexity: log n
# Space Complexity: log n
def remove()
Comment on lines +26 to 28

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raise NotImplementedError, "Method not implemented yet..."
return nil if @store.empty?
swap(0, @store.length - 1)
result = @store.pop
heap_down(0) unless @store.empty?
return result.value
end


Expand All @@ -44,28 +49,50 @@ def to_s
end

# This method returns true if the heap is empty
# Time complexity: ?
# Space complexity: ?
# Time complexity: 1
# Space complexity: 1
def empty?
Comment on lines +52 to 54

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Suggested change
# Time complexity: 1
# Space complexity: 1
def empty?
# 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: log n
# Space complexity: log n
def heap_up(index)
Comment on lines +63 to 65

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return nil 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.
# Time complexity: log n
# Space complexity: log n
def heap_down(index)
Comment on lines +77 to 79

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raise NotImplementedError, "Method not implemented yet..."
left = (index * 2) + 1
right = (index * 2) + 2

return @store if @store[left].nil?
return nil if left >= @store.length

if @store[left].key < @store[index].key
# recursive case - left node
swap(left, index)
heap_down(left)
end
if right < @store.length && @store[right].key < @store[index].key
# recursive case - right node
swap(right, index)
heap_down(right)
end
Comment on lines +86 to +95

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This works, but you might engage in extra swaps if the sequential if statements.

end

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