Given a binary tree, determine if it is a valid binary search tree (BST).
Assume a BST is defined as follows:
The left subtree of a node contains only nodes with keys less than the node’s key.
The right subtree of a node contains only nodes with keys greater than the node’s key.
Both the left and right subtrees must also be binary search trees.
A single node tree is a BST
Example
An example:
12345
2
/ \
1 4
/ \
3 5
The above binary tree is serialized as {2,1,4,#,#,3,5} (in level order).
Solution
Time O(n):
Bring in a recursive helper includes “upper” and “lower”. Check each node if upper > node.val > lower
"""Definition of TreeNode:class TreeNode: def __init__(self, val): self.val = val self.left, self.right = None, None"""classSolution:""" @param root: The root of binary tree. @return: True if the binary tree is BST, or false """defisValidNode(self,node,upper,lower):ifnode==None:returnTrueifnode.val>=upperornode.val<=lower:returnFalseifnode.left!=Noneandself.isValidNode(node.left,node.val,lower)==False:returnFalseifnode.right!=Noneandself.isValidNode(node.right,upper,node.val)==False:returnFalsereturnTruedefisValidBST(self,root):# write your code here# case: {10,5,15,#,#,6,20} require "upper" and "lower" in recursivereturnself.isValidNode(root,sys.maxint,-sys.maxint-1)