【leetcode】1048. Longest String Chain

题目如下：

Given a list of words, each word consists of English lowercase letters.

Let's say word1 is a predecessor of word2 if and only if we can add exactly one letter anywhere in word1 to make it equal to word2.  For example, "abc" is a predecessor of "abac".

A word chain is a sequence of words [word_1, word_2, ..., word_k] with k >= 1, where word_1 is a predecessor of word_2, word_2 is a predecessor of word_3, and so on.

Return the longest possible length of a word chain with words chosen from the given list of words.

 

Example 1:

Input: ["a","b","ba","bca","bda","bdca"]
Output: 4
Explanation: one of the longest word chain is "a","ba","bda","bdca".

 

Note:

1. 1 <= words.length <= 1000
2. 1 <= words[i].length <= 16
3. words[i] only consists of English lowercase letters.

解题思路：典型的动态规划的场景。设dp[i]为word[i]的单词链最长距离，如果word[i]是word[j]的predecessor，那么有dp[i] = max(dp[i], dp[j] + 1)。至于如何判断word[i]是否是word[j]的predecessor？对两个单词进行逐位比较，只允许有某一个的字符不一样。

代码如下：

class Solution(object):
    def longestStrChain(self, words):
        """
        :type words: List[str]
        :rtype: int
        """
        def isPredecessor(s1,s2):
            add = False
            s1_inx = 0
            s2_inx = 0
            while s1_inx < len(s1) and s2_inx < len(s2):
                if s1[s1_inx] == s2[s2_inx]:
                    s1_inx += 1
                    s2_inx += 1
                elif add == False:
                    s2_inx += 1
                    add = True
                else:
                    return False
            return True
        words.sort(cmp=lambda x,y:len(x) - len(y))
        dp = [1] * len(words)
        res = 1
        for i in range(len(words)):
            for j in range(0,i):
                if len(words[i]) == len(words[j]):
                    break
                elif len(words[i]) - 1 > len(words[j]):
                    continue
                else:
                    if isPredecessor(words[j],words[i]):
                        dp[i] = max(dp[i],dp[j]+1)
                        res = max(res,dp[i])
        #print words
        #print dp
        return res