I am new to programming and am trying to calculate the depth of a binary tree in Python . I believe that my error is because depth is a method of the Node class and not a regular function. I am trying to learn OOP and was hoping to use a method. This might be a newbie error... Here is my code:
class Node:
def __init__(self, item, left=None, right=None):
"""(Node, object, Node, Node) -> NoneType
Initialize this node to store item and have children left and right.
"""
self.item = item
self.left = left
self.right = right
def depth(self):
if self.left == None and self.right == None:
return 1
return max(depth(self.left), depth(self.right)) + 1
i receive this error:
>>>b = Node(100)
>>>b.depth()
1
>>>a = Node(1, Node(2), Node(3))
>>>a.depth()
Traceback (most recent call last):
File "C:\Program Files\Wing IDE 101 4.1\src\debug\tserver\_sandbox.py", line 1, in <module>
# Used internally for debug sandbox under external interpreter
File "C:\Program Files\Wing IDE 101 4.1\src\debug\tserver\_sandbox.py", line 15, in depth
builtins.NameError: global name 'depth' is not defined
The depth of a node in a binary tree is the total number of edges from the root node to the target node. Similarly, the depth of a binary tree is the total number of edges from the root node to the most distant leaf node.
Approach: The problem can be solved based on the following observations: Depth of a node K (of a Binary Tree) = Number of edges in the path connecting the root to the node K = Number of ancestors of K (excluding K itself).
def depth(self):
if self.left == None and self.right == None:
return 1
return max(depth(self.left), depth(self.right)) + 1
should be
def depth(self):
return max(self.left.depth() if self.left else 0, self.right.depth() if self.right else 0) + 1
A more readable version:
def depth(self):
left_depth = self.left.depth() if self.left else 0
right_depth = self.right.depth() if self.right else 0
return max(left_depth, right_depth) + 1
The issue is that there is no function depth
. It's a method of the Node
object, so you would need to call it from the object itself (left and right). I shortened the code to self.left.depth() if self.left else 0
and self.right.depth() if self.right else 0
in order to remove the checks you previously have (they're implicit now) since I believe it is entirely possible that the left is None
while the right is a Node
or vice versa, which would cause the original code to throw an AttributeError
since None
does not have a method depth
.
Edit
In response to the question about the <something> if <some condition> else <otherwise>
block:
The line gives <something>
if <some condition>
is true-y (treated as true), and <otherwise>
if <some condition>
is false-y (treated as false)
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With