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Charlotte - Space #24
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@@ -1,8 +1,19 @@ | ||
# This method uses a heap to sort an array. | ||
# Time Complexity: O(n) | ||
# Space Complexity: O(n) | ||
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def heapsort(list) | ||
heap = MinHeap.new | ||
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# 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 | ||
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result = [] | ||
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while !heap.empty? | ||
result << heap.remove | ||
end | ||
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return result | ||
end |
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@@ -14,18 +14,29 @@ def initialize | |
end | ||
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# 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) | ||
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raise NotImplementedError, "Method not implemented yet..." | ||
@store << HeapNode.new(key, value) | ||
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heap_up(@store.length - 1) | ||
end | ||
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# 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() | ||
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raise NotImplementedError, "Method not implemented yet..." | ||
if @store.empty? | ||
return nil | ||
end | ||
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swap(0, @store.length - 1) | ||
removed = @store.pop | ||
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heap_down(0) unless @store.empty? | ||
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return removed.value | ||
end | ||
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@@ -44,28 +55,54 @@ def to_s | |
end | ||
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# 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 | ||
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private | ||
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# 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) | ||
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return if index == 0 | ||
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parent = (index - 1) / 2 | ||
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# 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 | ||
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# 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) | ||
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raise NotImplementedError, "Method not implemented yet..." | ||
left_child = 2 * index + 1 | ||
right_child = 2 * index + 2 | ||
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if right_child < @store.length | ||
if @store[left_child].key > @store[right_child].key | ||
smaller_child = right_child | ||
else | ||
smaller_child = left_child | ||
end | ||
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if @store[index].key > @store[smaller_child].key | ||
swap(index, smaller_child) | ||
heap_down(smaller_child) | ||
end | ||
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elsif left_child < @store.length | ||
if @store[index].key > @store[left_child].key | ||
swap(index, left_child) | ||
end | ||
end | ||
end | ||
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# If you want a swap method... you're welcome | ||
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@@ -74,4 +111,4 @@ def swap(index_1, index_2) | |
@store[index_1] = @store[index_2] | ||
@store[index_2] = temp | ||
end | ||
end | ||
end |
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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)