10. Missing Number
easyAsked at KlarnaFind the single missing number from an array containing 0..n.
By Alex Chen, Founder, InterviewChamp.AI · Last verified
Problem
Given an array nums containing n distinct numbers in the range [0, n], return the only number in the range that is missing from the array.
Constraints
1 <= n <= 10^4All values in nums are unique and within [0, n]
Examples
Example 1
nums = [3,0,1]2Example 2
nums = [0,1]2Approaches
1. Sort and scan
Sort, then find the first index where nums[i] != i.
- Time
- O(n log n)
- Space
- O(1)
function missingNumber(nums) {
nums.sort((a, b) => a - b);
for (let i = 0; i < nums.length; i++)
if (nums[i] !== i) return i;
return nums.length;
}Tradeoff:
2. Gauss sum
Expected sum is n*(n+1)/2; subtract actual sum to get the missing value. Two passes, constant space, no hashing.
- Time
- O(n)
- Space
- O(1)
function missingNumber(nums) {
const n = nums.length;
const expected = (n * (n + 1)) / 2;
let actual = 0;
for (const v of nums) actual += v;
return expected - actual;
}Tradeoff:
Klarna-specific tips
Klarna's merchant-settlement reconciliation runs a similar 'expected vs actual' delta against batched payouts; expect a follow-up on overflow safety when the totals exceed 2^53.
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