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Ida - Fire - Binary Search Trees #35
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@@ -16,47 +16,124 @@ def initialize | |
@root = nil | ||
end | ||
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# Time Complexity: | ||
# Space Complexity: | ||
def add(key, value) | ||
raise NotImplementedError | ||
# Time Complexity: o(n) or (log n)? | ||
# Space Complexity: o(n) | ||
def add(key, value = '') | ||
node = TreeNode.new(key, value) | ||
current_node = root | ||
if root.nil? | ||
@root = node | ||
else | ||
# if true, new node is going to right of root | ||
while current_node | ||
if key > current_node.key | ||
if current_node.right.nil? | ||
current_node.right = node | ||
return | ||
end | ||
current_node = current_node.right | ||
else | ||
# new node is going to the left of root | ||
if current_node.left.nil? | ||
current_node.left = node | ||
return | ||
end | ||
current_node = current_node.left | ||
end | ||
end | ||
end | ||
end | ||
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# Time Complexity: | ||
# Space Complexity: | ||
# Time Complexity: o(n) or (log n)? | ||
# Space Complexity: o(n) | ||
def find(key) | ||
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raise NotImplementedError | ||
current_node = @root | ||
return nil if current_node == nil | ||
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while current_node != nil | ||
if key < current_node.key | ||
current_node = current_node.left | ||
elsif key > current_node.key | ||
current_node = current_node.right | ||
else | ||
return current_node.value | ||
end | ||
end | ||
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return nil | ||
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end | ||
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# Time Complexity: | ||
# Space Complexity: | ||
# Time Complexity: o(n) | ||
# Space Complexity: o(n) | ||
def inorder | ||
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raise NotImplementedError | ||
return [] if @root.nil? | ||
return inorder_helper(@root) | ||
end | ||
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# Time Complexity: | ||
# Space Complexity: | ||
def inorder_helper(node) | ||
tree = [] | ||
tree += inorder_helper(node.left) if node.left | ||
tree << {key: node.key, value: node.value} | ||
tree += inorder_helper(node.right) if node.right | ||
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return tree | ||
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end | ||
# Time Complexity: o(n) | ||
# Space Complexity: o(n) | ||
def preorder | ||
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raise NotImplementedError | ||
return [] if @root.nil? | ||
return preorder_helper(@root) | ||
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end | ||
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# Time Complexity: | ||
# Space Complexity: | ||
def preorder_helper(node) | ||
tree = [] | ||
tree << {key: node.key, value: node.value} | ||
tree += preorder_helper(node.left) if node.left | ||
tree += preorder_helper(node.right) if node.right | ||
return tree | ||
end | ||
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# Time Complexity: o(n) | ||
# Space Complexity: o(n) | ||
def postorder | ||
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raise NotImplementedError | ||
return [] if @root.nil? | ||
return postorder_helper(@root) | ||
end | ||
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# Time Complexity: | ||
# Space Complexity: | ||
def height | ||
raise NotImplementedError | ||
def postorder_helper(node) | ||
tree = [] | ||
tree += postorder_helper(node.left) if node.left | ||
tree += postorder_helper(node.right) if node.right | ||
tree << {key: node.key, value: node.value} | ||
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return tree | ||
end | ||
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# Time Complexity: O(n) | ||
# Space Complexity: o(n) | ||
def height # somewhere between log_2(N+1) and N | ||
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return 0 if @root.nil? | ||
return height_helper(@root) | ||
end | ||
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def height_helper(node) | ||
return 0 if node.nil? | ||
count = 1 | ||
left_height = height_helper(node.left) | ||
right_height = height_helper(node.right) | ||
count += [right_height,left_height].max | ||
return count | ||
end | ||
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# Optional Method | ||
# Time Complexity: | ||
# Space Complexity: | ||
def bfs | ||
raise NotImplementedError | ||
return [] if @root.nil? | ||
# raise NotImplementedError | ||
end | ||
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# Useful for printing | ||
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👍 This works, the time complexity and space complexity are O(log n) if the tree is balanced and O(n) if it's not.