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47 changes: 38 additions & 9 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: O(n(log(n))) where n is the number of nodes in the heap

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Since you are making at most log n swaps to add something to a heap, the time complexity is O(log n)

# Space Complexity: O(1)
def add(key, value = key)
raise NotImplementedError, "Method not implemented yet..."
heap_node = HeapNode.new(key, value)
@store << heap_node
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(logn) where n is the number of elements in the heap
# Space Complexity: O(1)
def remove()
raise NotImplementedError, "Method not implemented yet..."
swap(0, @store.length - 1)
removed = @store.pop
heap_down(0)
return removed.value
end


Expand Down Expand Up @@ -55,17 +60,41 @@ def empty?
# 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(logn) where n is the number of nodes in the tree
# Space complexity: O(1)
def heap_up(index)
return if index == 0
current_index = index
parent_index = (index - 1) / 2

return if @store[current_index].key > @store[parent_index].key

swap(current_index, parent_index)
heap_up(parent_index)
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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Nicely done!

raise NotImplementedError, "Method not implemented yet..."
current_index = index
left_child_index = index * 2 + 1
right_child_index = index * 2 + 2

return unless @store[left_child_index] # we're at the bottom of the tree (could also use length)

if @store[right_child_index]
if @store[left_child_index].key < @store[right_child_index].key
swap(current_index, left_child_index)
heap_down(left_child_index)
else
swap(current_index, right_child_index)
heap_down(right_child_index)
end
else
swap(current_index, left_child_index)
return
end
end

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