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Earth - Sophie #14
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Earth - Sophie #14
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@@ -1,8 +1,19 @@ | ||
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# 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) | ||
raise NotImplementedError, "Method not implemented yet..." | ||
heap = MinHeap.new | ||
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list.each do |element| | ||
heap.add(element) | ||
end | ||
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sorted_list = [] | ||
until heap.empty? | ||
sorted_list.push(heap.remove) | ||
end | ||
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return sorted_list | ||
end |
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@@ -14,18 +14,23 @@ def initialize | |||||||||||||
end | ||||||||||||||
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# 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) | ||||||||||||||
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raise NotImplementedError, "Method not implemented yet..." | ||||||||||||||
@store << HeapNode.new(key, value) | ||||||||||||||
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: ? | ||||||||||||||
# Time Complexity: log n | ||||||||||||||
# Space Complexity: log n | ||||||||||||||
def remove() | ||||||||||||||
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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 | ||||||||||||||
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@@ -44,28 +49,50 @@ def to_s | |||||||||||||
end | ||||||||||||||
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# This method returns true if the heap is empty | ||||||||||||||
# Time complexity: ? | ||||||||||||||
# Space complexity: ? | ||||||||||||||
# Time complexity: 1 | ||||||||||||||
# Space complexity: 1 | ||||||||||||||
def empty? | ||||||||||||||
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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: log n | ||||||||||||||
# Space complexity: log n | ||||||||||||||
def heap_up(index) | ||||||||||||||
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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 | ||||||||||||||
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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. | ||||||||||||||
# Time complexity: log n | ||||||||||||||
# Space complexity: log n | ||||||||||||||
def heap_down(index) | ||||||||||||||
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raise NotImplementedError, "Method not implemented yet..." | ||||||||||||||
left = (index * 2) + 1 | ||||||||||||||
right = (index * 2) + 2 | ||||||||||||||
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return @store if @store[left].nil? | ||||||||||||||
return nil if left >= @store.length | ||||||||||||||
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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 | ||||||||||||||
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There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. This works, but you might engage in extra swaps if the sequential if statements. |
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end | ||||||||||||||
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# If you want a swap method... you're welcome | ||||||||||||||
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