diff --git a/lib/heap_sort.rb b/lib/heap_sort.rb index c8a32a4..5a45828 100644 --- a/lib/heap_sort.rb +++ b/lib/heap_sort.rb @@ -1,8 +1,25 @@ - +require_relative "min_heap" # This method uses a heap to sort an array. -# Time Complexity: ? -# Space Complexity: ? -def heap_sort(list) - raise NotImplementedError, "Method not implemented yet..." -end \ No newline at end of file +# Time Complexity: O(nlogn + nlogn) = O(nlogn) where n is the size of the list +# Space Complexity: O(n) where n is the size of the list +def heapsort(list) + return list if list.length <= 1 + + heap = MinHeap.new + + i = 0 + while i < list.length + heap.add(list[i]) + i += 1 + end + + i = 0 + while i < list.length + removed = heap.remove() + list[i] = removed + i += 1 + end + + return list +end diff --git a/lib/min_heap.rb b/lib/min_heap.rb index 6eaa630..c65a3eb 100644 --- a/lib/min_heap.rb +++ b/lib/min_heap.rb @@ -8,26 +8,37 @@ def initialize(key, value) end class MinHeap - def initialize @store = [] end # This method adds a HeapNode instance to the heap - # Time Complexity: ? - # Space Complexity: ? + # Time Complexity: O(logn) where n is the length of the @store + # Space Complexity: O(1) def add(key, value = key) - raise NotImplementedError, "Method not implemented yet..." + new_node = HeapNode.new(key, value) + @store.push(new_node) + + if @store.length > 1 + heap_up((@store.length - 1)) + end 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 length of the @store + # Space Complexity: O(1) def remove() - raise NotImplementedError, "Method not implemented yet..." - end + return nil if @store.length == 0 + + swap(0, -1) + removed = @store.pop + if @store.length > 1 + heap_down(0) + end + return removed.value + end # Used for Testing def to_s @@ -39,15 +50,19 @@ def to_s end output += @store.last.value + "]" - + return output 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..." + if @store.length == 0 + return true + else + return false + end end private @@ -55,17 +70,48 @@ 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 length of the @store + # Space complexity: O(logn) def heap_up(index) - + return if index <= 0 + + parent_index = (index - 1) / 2 + + if @store[index].key < @store[parent_index].key + swap(index, parent_index) + index = parent_index + heap_up(index) + end end - # This helper method takes an index and + # This helper method takes an index and # moves it up the heap if it's smaller # than it's parent node. + + # Time complexity: O(logn) where n is the length of the @store + # Space complexity: O(logn) def heap_down(index) - raise NotImplementedError, "Method not implemented yet..." + left_child = (index * 2) + 1 + right_child = (index * 2) + 2 + smallest = 0 + + return if @store[left_child].nil? + + if @store[right_child].nil? + smallest = left_child + else + if @store[left_child].key < @store[right_child].key + smallest = left_child + else + smallest = right_child + end + end + + if @store[smallest].key < @store[index].key + swap(smallest, index) + index = smallest + return heap_down(index) + end end # If you want a swap method... you're welcome @@ -74,4 +120,4 @@ def swap(index_1, index_2) @store[index_1] = @store[index_2] @store[index_2] = temp end -end \ No newline at end of file +end diff --git a/test/heapsort_test.rb b/test/heapsort_test.rb index 34402ac..9964e33 100644 --- a/test/heapsort_test.rb +++ b/test/heapsort_test.rb @@ -1,8 +1,8 @@ require_relative "test_helper" -xdescribe "heapsort" do +describe "heapsort" do it "sorts an empty array" do - # Arrange + # Arrange list = [] # Act @@ -13,7 +13,7 @@ end it "can sort a 1-element array" do - # Arrange + # Arrange list = [5] # Act @@ -22,9 +22,9 @@ # Assert expect(result).must_equal [5] end - + it "can sort a 5-element array" do - # Arrange + # Arrange list = [5, 27, 3, 16, -50] # Act @@ -32,5 +32,5 @@ # Assert expect(result).must_equal [-50, 3, 5, 16, 27] - end -end \ No newline at end of file + end +end