← Microsoft Interview Insights
The no-extra-data-structure constraint is what makes this annoying.
Clarify the problem constraints and edge cases first, then propose an in-place algorithm using two pointers to overwrite duplicates. Explain the time and space complexity, and discuss trade-offs compared to using extra space.
Pro tip: Mention that while the problem forbids additional data structures, you can still achieve O(n) time by sorting the array in-place first (if allowed) or by using a two-pointer technique that doesn't require extra space. Also, discuss how the solution would differ if the array were sorted.
Ask whether the array can be modified, whether the order of elements matters, and what the expected return type is (e.g., new length or the array itself). Confirm that no additional data structures (like hash sets) are allowed.
Discuss possible strategies: sorting first (O(n log n) time, O(1) space) then removing duplicates, or using a two-pointer technique for unsorted arrays (O(n^2) time, O(1) space). Highlight the trade-off between time and space.
For the chosen approach, outline the steps: e.g., for two-pointer, iterate with a write pointer and a read pointer, comparing each element to the last unique element and overwriting duplicates.
State the time and space complexity of your solution. Discuss edge cases: empty array, single element, all duplicates, no duplicates, and large arrays.
Walk through a small example (e.g., [1,2,2,3,1]) to demonstrate how the algorithm works step by step, ensuring correctness.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.