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寻找最长不重复子串

Longest Substring Without Repeating Characters
  • Given a string, find the length of the longest substring without repeating characters.

  • Examples:

  • Given "abcabcbb", the answer is "abc", which the length is 3.

  • Given "bbbbb", the answer is "b", with the length of 1.

  • Given "pwwkew", the answer is "wke", with the length of 3. Note that the answer must be a substring, "pwke" is a subsequence and not a substring.

思路(时间复杂度为O(n))

  1. 遍历字符串,过程中将出现过的字符存入字典,key为字符,value为字符下标

  2. 用maxLength保存遍历过程中找到的最大不重复子串的长度

  3. 用start保存最长子串的开始下标

  4. 如果字符已经出现在字典中,更新start的值

  5. 如果字符不在字典中,更新maxLength的值

  6. return maxLength

代码

class Solution(object):
    def lengthOfLongestSubstring(self, s):
        """
        :type s: str
        :rtype: int
        """
        start = maxLength = 0
        usedChar = {}

        for i in range(len(s)):
            if s[i] in usedChar and start <= usedChar[s[i]]:
                start = usedChar[s[i]] + 1
            else:
                maxLength = max(maxLength, i - start + 1)
            usedChar[s[i]] = i

        return maxLength

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