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Interview questions / Python & DSA
Python & DSA interview question

Remove Invalid Parentheses

Remove the minimum number of invalid parentheses and return all valid results.

hardcodingEvidence 77/1001 source reportMeta

The 60-second answer

Use BFS by deletion depth to guarantee minimum removals, with a visited set to deduplicate states. Target exponential worst-case time with pruning; O(number of explored states) space.

Build the answer in this order

1
Clarify constraints

Use BFS by deletion depth to guarantee minimum removals, with a visited set to deduplicate states.

2
Choose the approach

Target exponential worst-case time with pruning; O(number of explored states) space.

3
Prove complexity

Call out edge cases such as duplicate parentheses, strings without parentheses, already-valid input, and multiple answers.

4
Test edge cases

Explain the invariant before coding, then dry-run a small case and state time/space complexity.

A useful interview mental model

This is the shape of a strong answer—not a script to memorize.

01Clarify
02Approach
03Implement
04Test
05Complexity

Senior-level signal

  • Explain why you stop expanding after finding valid strings at the first BFS depth.
  • A backtracking solution can be more memory efficient; discuss its pruning and duplicate-suppression rules.

What the interviewer is really testing

Problem decomposition, correctness, data-structure choice, complexity reasoning, and clean implementation under pressure.

Likely follow-up questions

Can you improve the time or space complexity?
Which edge case is most likely to break this solution?
How would you test this under interview time pressure?

Common weak-answer patterns

  • Starting to code before constraints are clear.
  • Giving complexity without explaining why it is correct.
  • Skipping adversarial and boundary cases.