Sorted Array to Binary Search Tree

Problem

Given an integer array nums where the elements are sorted in ascending order, convert it to a height-balanced binary search tree.

Example 1:

Input: nums = [-10,-3,0,5,9]
Output: [0,-3,9,-10,null,5]
Explanation: [0,-10,5,null,-3,null,9] is also accepted:

Example 2:

Input: nums = [1,3]
Output: [3,1]
Explanation: [1,null,3] and [3,1] are both height-balanced BSTs.

Constraints:

  • 1 <= nums.length <= 104
  • -104 <= nums[i] <= 104
  • nums is sorted in a strictly increasing order.

Solution

This feels recursive. Essentially we just want to write a method to deserialize a balanced binary search tree.

To freshen up on terms:

  • A binary tree is a tree where each node has at most two children
  • A binary search tree is a binary tree where the left child of a node is less the node, and the right child is greater than the node
  • A balanced binary search tree is a binary search tree where the different of the height of the children of a node has a difference of at most 1.

How do we pick the root? Take from the middle, bias towards the lower if there are an even number of elements.

So, if we have

  • 1, 2, 3, then 2 would be the root.
  • 1, 2, then 1 would be the root.

Okay, so how do we make this recursive?

The left child of the root will be the remaining left half of the array. The right child will be the remaining right half. Call the method with the appropriate remaining bit of the array.

Actually this is pretty straightforward! I was pretty intimidated when first reading the problem.

/**
 * Definition for a binary tree node.
 * public class TreeNode {
 *     int val;
 *     TreeNode left;
 *     TreeNode right;
 *     TreeNode() {}
 *     TreeNode(int val) { this.val = val; }
 *     TreeNode(int val, TreeNode left, TreeNode right) {
 *         this.val = val;
 *         this.left = left;
 *         this.right = right;
 *     }
 * }
 */
class Solution {
    public TreeNode sortedArrayToBST(int[] nums) {
        if (nums.length == 0) {
            return null;
        }
        var middle = nums.length / 2;
        var node = new TreeNode(nums[middle]);

        if (nums.length > 1) {
            var right = Arrays.copyOfRange(nums, middle + 1, nums.length);
            node.right = sortedArrayToBST(right);
        }

        if (middle != 0) {
            var left = Arrays.copyOfRange(nums, 0, middle);
            node.left = sortedArrayToBST(left);
        }

        return node;
    }
}

Recent posts from blogs that I like

Rubens’ Consequences of War

A painting commissioned by the Grand Duke of Tuscany towards the end of the 30 Years' War in Europe, details with its figures the suffering resulting from war, rather than the triumph of victory.

via The Eclectic Light Company

LLMs struggle with the shell, too

You used to tell people, “why are you doing all this by hand — write a script to do it!”, and then “...I meant an actual Python script, not a buggy grep | sed | crap pipeline!” This got better since some of those too lazy to write a script (or not lazy enough to avoid the harder, buggier way?) now a...

via Yossi Kreinin

Lawmakers Demand Answers as CISA Tries to Contain Data Leak

Lawmakers in both houses of Congress are demanding answers from the U.S. Cybersecurity & Infrastructure Security Agency (CISA) after KrebsOnSecurity reported this week that a CISA contractor intentionally published AWS GovCloud keys and a vast trove of other agency secrets on a public GitHub account...

via Krebs on Security