Find the Disappeared Numbers

medium Arrays

Problem

The array has n numbers, and every number is between 1 and n. Some numbers appear twice and some do not appear. Print the numbers from 1 to n that do not appear, in ascending order, separated by spaces. Print none if every number appears.

Constraints

  • 1 <= n <= 10^5
  • 1 <= a[i] <= n

Examples

Input

8
4 3 2 7 8 2 3 1

Output

5 6

Solutions

Best approachTime O(n)Space O(1)

The sign of a number works as a flag. For each value v we make the number at index v - 1 negative. Positions that stay positive show the missing values. No extra array is needed.

Same code works in Java810172125Basic features only, so nothing changes between versions.
/*
 * Problem : Disappeared numbers.
 * Input   : n, then n integers.
 * Output  : Missing numbers.
 * Approach: Negative marks.
 * Time    : O(n)
 * Space   : O(1)
 * Java    : 8 or newer.
 */
import java.util.Scanner;

public class Main {
    // This method solves the task. It receives the input and returns the answer.
    static String solve(int[] a) {
        // Step 1: Use the array itself as a table. For a value v, make the number at index v - 1 negative.
        int[] data = a.clone();
        for (int i = 0; i < data.length; i++) {
            int index = Math.abs(data[i]) - 1;
            if (data[index] > 0) {
                data[index] = -data[index];
            }
        }
        // Step 2: An index whose number is still positive was never marked, so index + 1 is missing.
        StringBuilder result = new StringBuilder();
        for (int i = 0; i < data.length; i++) {
            if (data[i] > 0) {
                if (result.length() > 0) {
                    result.append(' ');
                }
                result.append(i + 1);
            }
        }
        return result.length() == 0 ? "none" : result.toString();
    }

    public static void main(String[] args) {
        Scanner scanner = new Scanner(System.in);
        int size = scanner.nextInt();
        int[] a = new int[size];
        for (int i = 0; i < size; i++) {
            a[i] = scanner.nextInt();
        }
        System.out.println(solve(a));
    }
}
Hints (2)
  1. Why use abs() when we read a value?
  2. What does a positive number at index i tell us?