Validate array complete

Last updated: October 28, 2025

Quick Overview

Given an array of integers, write a function to validate if the array is complete, meaning that every integer from 1 to the length of the array is present exactly once. The function should return a boolean value: true if the array is complete, and false otherwise.

Optiver
Coding & Algorithms
Software Engineer
Optiver
October 28, 2025
Software Engineer
Take-home Project
Coding & Algorithms
Easy

247

13

2,705 solved


Given an array of integers, write a function to validate if the array is complete, meaning that every integer from 1 to the length of the array is present exactly once. The function should return a boolean value: true if the array is complete, and false otherwise.

Optiver uses this problem in the Take-home Project to evaluate your algorithmic thinking. They expect you to discuss multiple approaches, analyze trade-offs between them, and implement the optimal solution with clean, readable code.

What the Interviewer Expects
  • Identify the correct data structure and algorithm for the problem
  • Write clean, bug-free code with proper variable naming
  • Analyze time and space complexity correctly
  • Handle basic edge cases (empty input, single element)
  • Communicate your thought process while coding
Key Topics to Cover
Common algorithm patterns (sliding window, two pointers, BFS/DFS)
Edge cases and input validation
Dynamic programming and memoization
Graph algorithms and traversal
Tree structures and recursion
How to Approach This
  1. Clarify input constraints and edge cases before writing code.
  2. Walk through your approach verbally and confirm with the interviewer before coding.
  3. Start with a brute force solution, then optimize. Mention time and space complexity.
  4. Test your solution with examples, including edge cases like empty input or duplicates.
  5. Consider common patterns: sliding window, two pointers, hash map, BFS/DFS, dynamic programming.
Possible Follow-up Questions
  • How would you parallelize this solution?
  • How would you test this solution thoroughly?
  • What if the input doesn't fit in memory?
  • Can you optimize the space complexity of your solution?
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Sample Answer
Problem Analysis

To determine if the array is complete, we need to check if every integer from 1 to the length of the array (n) appears exactly once in the array. This problem can be effectively solved using a frequen...

Approach
  1. Initialize an empty set to store unique integers.
  2. Iterate over each integer in the array:
    • If the integer is less than 1 or greater than the length of the array (n), return false immediately...

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