Clarify a Longest-Repeating-Character Replacement Problem
Quick Overview
Clarify replacement and substring semantics, then analyze the conditional sliding-window criterion based on window size and maximum character frequency.
Clarify a Longest-Repeating-Character Replacement Problem
Company: Digitalocean
Role: Software Engineer
Category: Software Engineering Fundamentals
Difficulty: medium
Interview Round: Onsite
Discuss how to specify and solve a longest-repeating-character replacement problem. Clarify the replacement operation and the target segment before selecting an algorithm.
### Constraints
The supplied task name does not define the alphabet, replacement budget, whether the target must be contiguous, or what output is required. Treat the following as an illustrative variant only: at most k single-character substitutions may be used to make a contiguous substring contain one repeated character, and the output is its maximum length. Do not assume this is the only possible contract.
### Clarifying Questions
- Does one replacement change exactly one character, and is the budget at most k or exactly k?
- Must the chosen characters form a contiguous substring or only a subsequence?
- Is the target repeated character fixed or chosen freely?
- Are we returning a length, positions, or a transformed string, and what is the alphabet?
```hint Count what must change inside a candidate window
For a freely chosen target character, keeping the most frequent character minimizes how many other positions need replacement.
```
### What a Strong Answer Covers
- The missing operation, segment, budget, and output semantics.
- A correct conditional window criterion and algorithm for the illustrative variant.
- Complexity tied to alphabet size and cases where a different interpretation needs another approach.
### Follow-up Questions
- How does the condition change when the target character is fixed?
- Why would a subsequence interpretation change the role of a sliding window?
Overview: Clarify replacement and substring semantics, then analyze the conditional sliding-window criterion based on window size and maximum character frequency.
Discuss how to specify and solve a longest-repeating-character replacement problem. Clarify the replacement operation and the target segment before selecting an algorithm.
Constraints
The supplied task name does not define the alphabet, replacement budget, whether the target must be contiguous, or what output is required. Treat the following as an illustrative variant only: at most k single-character substitutions may be used to make a contiguous substring contain one repeated character, and the output is its maximum length. Do not assume this is the only possible contract.
Clarifying Questions Guidance
Does one replacement change exactly one character, and is the budget at most k or exactly k?
Must the chosen characters form a contiguous substring or only a subsequence?
Is the target repeated character fixed or chosen freely?
Are we returning a length, positions, or a transformed string, and what is the alphabet?
What a Strong Answer Covers Guidance
The missing operation, segment, budget, and output semantics.
A correct conditional window criterion and algorithm for the illustrative variant.
Complexity tied to alphabet size and cases where a different interpretation needs another approach.
Follow-up Questions Guidance
How does the condition change when the target character is fixed?
Why would a subsequence interpretation change the role of a sliding window?