--- title: '424. Longest Repeating Character Replacement' description: You are given a string s and an integer k. You can choose any character of the string and change it to any other uppercase English character. You can perform this operation at most k times sidebar: label: 'Longest Repeating Character Replacement' badge: 'Medium' --- Sliding Window ### Example 1: - Input: `s = "ABAB", k = 2` - Output: `4` - Explanation: Replace the two 'A's with two 'B's or vice versa. ### Example 2: - Input: `s = "AABABBA", k = 1` - Output: `4` - Explanation: Replace the one 'A' in the middle with 'B' and form "AABBBBA". The substring "BBBB" has the longest repeating letters, which is `4`. There may exists other ways to achieve this answer too. ### Constraints: - `1 <= s.length <= 10^5` - `s` consists of only uppercase English letters. - `0 <= k <= s.length` ## Approach ```mermaid flowchart TD S(["characterReplacement(s, k)"]) --> I["count = {}, res = 0, l = 0, maxF = 0"] I --> L{"more (r, c) in s?"} L -- no --> E(["return res"]) L -- yes --> A["count[c] += 1; maxF = max(maxF, count[c])"] A --> W{"(r - l + 1) - maxF > k? — too many chars to replace"} W -- yes --> P["count[s[l]] -= 1; l += 1 — shrink from the left"] P --> W W -- no --> M["res = max(res, r - l + 1)"] M --> L ``` ## Solution ```py class Solution: def characterReplacement(self, s: str, k: int) -> int: count = {} res = 0 l = 0 maxF = 0 for r, c in enumerate(s): count[c] = 1 + count.get(c, 0) maxF = max(maxF, count[c]) while (r - l + 1) - maxF > k: count[s[l]] -= 1 l += 1 res = max(res, r - l + 1) return res ``` ## Explanation