Longest Harmonious Subsequence

Problem

We define a harmonious array as an array where the difference between its maximum value and its minimum value is exactly 1.

Given an integer array nums, return the length of its longest harmonious subsequence among all its possible subsequences.

A subsequence of array is a sequence that can be derived from the array by deleting some or no elements without changing the order of the remaining elements.

Example 1:

Input: nums = [1,3,2,2,5,2,3,7]
Output: 5
Explanation: The longest harmonious subsequence is [3,2,2,2,3].

Example 2:

Input: nums = [1,2,3,4]
Output: 2

Example 3:

Input: nums = [1,1,1,1]
Output: 0

Constraints:

  • 1 <= nums.length <= 2 * 104
  • -109 <= nums[i] <= 109

Solution

Time: O(n)

Space: O(n)

class Solution {
    public int findLHS(int[] nums) {
        var max = 0;
        // key: number
        // value: frequency
        var m = new HashMap<Integer, Integer>();

        // create the frequency map
        for (var n : nums) {
            m.merge(n, 1, Integer::sum);
        }

        // iterate over unique numbers
        for (var n : m.keySet()) {
            if (m.containsKey(n + 1)) {
                var sum = m.get(n) + m.get(n + 1);
                max = Integer.max(max, sum);
            }
        }

        return max;
    }
}

One-pass

This is a modification of the above solution to complete the task in just one pass of the array.

class Solution {
    public int findLHS(int[] nums) {
        var max = 0;
        // key: number
        // value: frequency
        var m = new HashMap<Integer, Integer>();

        for (var n : nums) {
            m.merge(n, 1, Integer::sum);
            if (m.containsKey(n + 1)) {
                var sum = m.get(n) + m.get(n + 1);
                max = Integer.max(max, sum);
            }
            if (m.containsKey(n - 1)) {
                var sum = m.get(n) + m.get(n - 1);
                max = Integer.max(max, sum);
            }
        }

        return max;
    }
}

Recent posts from blogs that I like

In memoriam Viktor Mikhailovich Vasnetsov: 2, 1887-1926

More paintings of Russian and Slavic legends and folk tales, including Bogatyrs, Ivan Tsarevich and the Grey Wolf, Sleeping Beauty, and the Frog Princess.

via The Eclectic Light Company

Powerful AIs might escape containment by releasing themselves as open-weight models

Before large language models, people who worried about AI safety often talked about the “boxing problem”. It goes like this. Suppose some genius figures out artificial intelligence in a late-night coding session on their laptop. Because they’re a genius, they’re smart enough to disable internet acce...

via Sean Goedecke

AI in Linux

The role of AI tools (LLMs, mainly) in Linux is under discussion, or it was, until Linus Torvalds “put his foot down” in support of the use of AI in Linux kernel development. I can identify two major ways in which AI is used for Linux kernel development: authoring code and reviewing code. There are,...

via Drew DeVault