Merge k Sorted Lists

Problem

You are given an array of k linked-lists lists, each linked-list is sorted in ascending order.

Merge all the linked-lists into one sorted linked-list and return it.

Example 1:

Input: lists = [[1,4,5],[1,3,4],[2,6]]
Output: [1,1,2,3,4,4,5,6]
Explanation: The linked-lists are:
[
  1->4->5,
  1->3->4,
  2->6
]
merging them into one sorted list:
1->1->2->3->4->4->5->6

Example 2:

Input: lists = []
Output: []

Example 3:

Input: lists = [[]]
Output: []

Constraints:

  • k == lists.length
  • 0 <= k <= 104
  • 0 <= lists[i].length <= 500
  • -104 <= lists[i][j] <= 104
  • lists[i] is sorted in ascending order.
  • The sum of lists[i].length will not exceed 104.

Solution

This is a heap problem.

/**
 * Definition for singly-linked list.
 * public class ListNode {
 *     int val;
 *     ListNode next;
 *     ListNode() {}
 *     ListNode(int val) { this.val = val; }
 *     ListNode(int val, ListNode next) { this.val = val; this.next = next; }
 * }
 */
class Solution {
    public ListNode mergeKLists(ListNode[] lists) {
        var q = new PriorityQueue<ListNode>((l, r) -> {
            return Integer.compare(l.val, r.val);
        });

        for (var l : lists) {
            if (l != null) {
                q.add(l);
            }
        }

        ListNode head = null;
        ListNode curr = null;
        while (!q.isEmpty()) {
            var t = q.poll();

            if (t.next != null) {
                q.add(t.next);
            }

            if (head == null) {
                head = t;
                curr = head;
                curr.next = null;
                continue;
            }

            curr.next = t;
            curr = t;
        }

        return head;
    }
}

Recent posts from blogs that I like

Paintings of the Franco-Prussian War: 2 The Siege of Paris

As winter grew colder, Parisians started to starve. A city known for its food and restaurants had to scavenge meals based on horse, dog, cat and even rat.

via The Eclectic Light Company

Impromptu disaster recovery

via fasterthanlime

Notes on implementing Attention

Some notes on implementing attention blocks in pure Python + Numpy. The focus here is on the exact implementation in code, explaining all the shapes throughout the process. The motivation for why attention works is not covered here - there are plenty of excellent online resources explaining it. Seve...

via Eli Bendersky