题目地址: https://leetcode.com/problems/word-subsets/description/

题目描述:

Weare given two arrays A and B of words. Each word is a string of lowercase letters.

Now, say that word b is a subset of word a if every letter in b occurs in a, including multiplicity. For example, "wrr" is a subset of "warrior", but is not a subset of "world".

Nowsay a word a from A is universal if for every b in B, b is a subset of a.

Return a list of all universal words in A. You can return the words in any order.

Example 1:

Input: A = ["amazon","apple","facebook","google","leetcode"], B = ["e","o"]
Output: ["facebook","google","leetcode"]

Example 2:

Input: A = ["amazon","apple","facebook","google","leetcode"], B = ["l","e"]
Output: ["apple","google","leetcode"]

Example 3:

Input: A = ["amazon","apple","facebook","google","leetcode"], B = ["e","oo"]
Output: ["facebook","google"]

Example 4:

Input: A = ["amazon","apple","facebook","google","leetcode"], B = ["lo","eo"]
Output: ["google","leetcode"]

Example 5:

Input: A = ["amazon","apple","facebook","google","leetcode"], B = ["ec","oc","ceo"]
Output: ["facebook","leetcode"]

Note:

1、 1<=A.length,B.length<=10000
2、 1<=A[i].length,B[i].length<=10
3、 A[i]andB[i]consistonlyoflowercaseletters.;
4、 AllwordsinA[i]areunique:thereisn'ti!=jwithA[i]==A[j].;

题目大意

如果B中的每一个元素中的每个字符都能在A中的某个字符串中找到,那么这个是个符合要求的字符串。求A中所有满足要求的字符串。

解题方法

如果按照题目要求的意思去直接做,那么要遍历B的每个元素的每个字符与A对应,这个时间复杂度肯定过不了OJ。所以,采用了一个很巧妙的方法,把B当做一个限制条件,直接求解这个限制条件。

对B的每个元素遍历,然后统计每个元素中每个字符串出现的次数,更新整体限制条件为每个元素在字符串中出现的次数的最大值。

统计结束之后,对A遍历的时候,只要看A是否满足这个限制条件就行了,所以挺快的。

时间复杂度是O(N),空间复杂度是O(N)。

class Solution(object):
    def wordSubsets(self, A, B):
        """
        :type A: List[str]
        :type B: List[str]
        :rtype: List[str]
        """
        B = set(B)
        res = []
        count = collections.defaultdict(int)
        for b in B:
            cb = collections.Counter(b)
            for c, v in cb.items():
                count[c] = max(count[c], v)
        res = []
        for a in A:
            ca = collections.Counter(a)
            isSuccess = True
            for c, v in count.items():
                if v > ca[c]:
                    isSuccess = False
                    break
            if isSuccess:
                res.append(a)
        return res

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参考资料:

https://leetcode.com/problems/word-subsets/discuss/175854/C++JavaPython-Straight-Forward

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