High Sliding Window Question 153 of 224

How do you find the longest substring with at most k distinct characters?

DSA interview set · Speak this in 60–90 seconds · Faridabad & Delhi NCR

PICTURE THIS: DATABASE INDEX

Without indexScan every row
With indexJump to keys
CostWrites slower

Simple meaning

Grow a right pointer with a frequency map

1

WHY — Sliding Window instead of guessing?

Why interviewers care about Sliding Window:

This is a process

question about Sliding Window.

Panels listen for order,

trade-offs, and what you would actually do on a DSA project - not buzzwords.

Stay structured

Name the idea, why it exists, then one short example.

Close cleanly

End with when you use it and one common pitfall.

2

STEPS — What happens step by step?

Before you speak the answer, walk the interviewer through these steps:

  1. 1
    Grow a right pointer

    with a frequency map

  2. 2
    while the map has

    more than k keys, decrement s[left] and drop it at zero, then advance left.

  3. 3
    Each index moves at

    most twice: O(n) time and O(k) space.

  4. 4
    For k=2 this is

    the classic fruit-into-baskets problem.

  5. 5
    Common mistake

    What juniors usually get wrong.

  6. 6
    Close

    When you pick this over the alternative.

3

EXAMPLE — See it in action

Here's a short line you can speak, broken into clear beats:

Say this line
“Each index moves at most twice: O(n) time and O(k) space.”
Break into beats
Eachindexmovesatmosttwice
Speaking order
2987408337471632900

Note: Adapt this scaffold to your own project — keep it under 60–90 seconds.

Key takeaway

Grow a right pointer with a frequency map while the map has more than k keys, decrement s[left] and drop it at zero, then advance left.

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