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Lowest Common Ancestor of BST

Detailed guide and Python implementation for the 'Lowest Common Ancestor of BST' problem.

Problem Statement

Easy

Given a binary search tree (BST), find the lowest common ancestor (LCA) node of two given nodes in the BST.

According to the definition of LCA: "The lowest common ancestor is defined between two nodes p and q as the lowest node in T that has both p and q as descendants (where we allow a node to be a descendant of itself)."

The BST is represented as a level-order list. Implement a function lowestCommonAncestor(root: list, p: int, q: int) -> int that returns the value of the LCA node.

Constraints
  • The number of nodes in the tree is in the range [2, 100000]
  • -1000000000 <= Node.val <= 1000000000
  • All Node.val are unique
  • p != q
  • p and q will exist in the BST

Examples

Example 1
Input
[6,2,8,0,4,7,9,None,None,3,5], 2, 8
Output
6
Explanation

The LCA of nodes 2 and 8 is 6, which is the root.

Example 2
Input
[6,2,8,0,4,7,9,None,None,3,5], 2, 4
Output
2
Explanation

The LCA of nodes 2 and 4 is 2, since a node can be a descendant of itself.

Example 3
Input
[2,1], 2, 1
Output
2
Explanation

The LCA of nodes 2 and 1 is 2.

Need a Hint?
Consider using Trees-specific data structures like sets or heaps.
Edge Cases to Watch
  • Empty input structures
  • Single element inputs
  • Large numerical bounds

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