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题目描述

现有一种使用英语字母的外星文语言,这门语言的字母顺序与英语顺序不同。

给定一个字符串列表 words ,作为这门语言的词典,words 中的字符串已经 按这门新语言的字母顺序进行了排序

请你根据该词典还原出此语言中已知的字母顺序,并 按字母递增顺序 排列。若不存在合法字母顺序,返回 "" 。若存在多种可能的合法字母顺序,返回其中 任意一种 顺序即可。

字符串 s 字典顺序小于 字符串 t 有两种情况:

  • 在第一个不同字母处,如果 s 中的字母在这门外星语言的字母顺序中位于 t 中字母之前,那么 s 的字典顺序小于 t
  • 如果前面 min(s.length, t.length) 字母都相同,那么 s.length < t.length 时,s 的字典顺序也小于 t

 

示例 1:

输入:words = ["wrt","wrf","er","ett","rftt"]
输出:"wertf"

示例 2:

输入:words = ["z","x"]
输出:"zx"

示例 3:

输入:words = ["z","x","z"]
输出:""
解释:不存在合法字母顺序,因此返回 "" 。

 

提示:

  • 1 <= words.length <= 100
  • 1 <= words[i].length <= 100
  • words[i] 仅由小写英文字母组成

 

注意:本题与主站 269 题相同: https://leetcode.cn/problems/alien-dictionary/

解法

方法一:拓扑排序 + BFS

用数组 $g$ 记录在火星字典中的字母先后关系,$g[i][j] = true$ 表示字母 $i + 'a'$ 在字母 $j + 'a'$ 的前面;用数组 $s$ 记录当前字典出现过的字母,$cnt$ 表示出现过的字母数。

一个很简单的想法是遍历每一个单词,比较该单词和其后的所有单词,把所有的先后关系更新进数组 $g$,这样遍历时间复杂度为 $O(n^3)$;但是我们发现其实比较相邻的两个单词就可以了,比如 $a &lt; b &lt; c$ 则比较 $a &lt; b$$b &lt; c$$a$$c$ 的关系便确定了。因此算法可以优化成比较相邻两个单词,时间复杂度为 $O(n^2)$

出现矛盾的情况:

  • $g[i][j]$ = $g[j][i]$ = $true$
  • 后一个单词是前一个单词的前缀;
  • 在拓扑排序后 $ans$ 的长度小于统计到的字母个数。

拓扑排序:

  • 统计所有出现的字母入度;
  • 将所有入度为 $0$ 的字母加入队列;
  • 当队列不空,出队并更新其他字母的入度,入度为 $0$ 则入队,同时出队时将当前字母加入 $ans$ 的结尾;
  • 得到的便是字母的拓扑序,也就是火星字典的字母顺序。

Python3

class Solution:
    def alienOrder(self, words: List[str]) -> str:
        g = [[False] * 26 for _ in range(26)]
        s = [False] * 26
        cnt = 0
        n = len(words)
        for i in range(n - 1):
            for c in words[i]:
                if cnt == 26:
                    break
                o = ord(c) - ord('a')
                if not s[o]:
                    cnt += 1
                    s[o] = True
            m = len(words[i])
            for j in range(m):
                if j >= len(words[i + 1]):
                    return ''
                c1, c2 = words[i][j], words[i + 1][j]
                if c1 == c2:
                    continue
                o1, o2 = ord(c1) - ord('a'), ord(c2) - ord('a')
                if g[o2][o1]:
                    return ''
                g[o1][o2] = True
                break
        for c in words[n - 1]:
            if cnt == 26:
                break
            o = ord(c) - ord('a')
            if not s[o]:
                cnt += 1
                s[o] = True

        indegree = [0] * 26
        for i in range(26):
            for j in range(26):
                if i != j and s[i] and s[j] and g[i][j]:
                    indegree[j] += 1
        q = deque()
        ans = []
        for i in range(26):
            if s[i] and indegree[i] == 0:
                q.append(i)
        while q:
            t = q.popleft()
            ans.append(chr(t + ord('a')))
            for i in range(26):
                if s[i] and i != t and g[t][i]:
                    indegree[i] -= 1
                    if indegree[i] == 0:
                        q.append(i)
        return '' if len(ans) < cnt else ''.join(ans)

Java

class Solution {

    public String alienOrder(String[] words) {
        boolean[][] g = new boolean[26][26];
        boolean[] s = new boolean[26];
        int cnt = 0;
        int n = words.length;
        for (int i = 0; i < n - 1; ++i) {
            for (char c : words[i].toCharArray()) {
                if (cnt == 26) {
                    break;
                }
                c -= 'a';
                if (!s[c]) {
                    ++cnt;
                    s[c] = true;
                }
            }
            int m = words[i].length();
            for (int j = 0; j < m; ++j) {
                if (j >= words[i + 1].length()) {
                    return "";
                }
                char c1 = words[i].charAt(j), c2 = words[i + 1].charAt(j);
                if (c1 == c2) {
                    continue;
                }
                if (g[c2 - 'a'][c1 - 'a']) {
                    return "";
                }
                g[c1 - 'a'][c2 - 'a'] = true;
                break;
            }
        }
        for (char c : words[n - 1].toCharArray()) {
            if (cnt == 26) {
                break;
            }
            c -= 'a';
            if (!s[c]) {
                ++cnt;
                s[c] = true;
            }
        }

        int[] indegree = new int[26];
        for (int i = 0; i < 26; ++i) {
            for (int j = 0; j < 26; ++j) {
                if (i != j && s[i] && s[j] && g[i][j]) {
                    ++indegree[j];
                }
            }
        }
        Deque<Integer> q = new LinkedList<>();
        for (int i = 0; i < 26; ++i) {
            if (s[i] && indegree[i] == 0) {
                q.offerLast(i);
            }
        }
        StringBuilder ans = new StringBuilder();
        while (!q.isEmpty()) {
            int t = q.pollFirst();
            ans.append((char) (t + 'a'));
            for (int i = 0; i < 26; ++i) {
                if (i != t && s[i] && g[t][i]) {
                    if (--indegree[i] == 0) {
                        q.offerLast(i);
                    }
                }
            }
        }
        return ans.length() < cnt ? "" : ans.toString();
    }
}

C++

class Solution {
public:
    string alienOrder(vector<string>& words) {
        vector<vector<bool>> g(26, vector<bool>(26));
        vector<bool> s(26);
        int cnt = 0;
        int n = words.size();
        for (int i = 0; i < n - 1; ++i) {
            for (char c : words[i]) {
                if (cnt == 26) break;
                c -= 'a';
                if (!s[c]) {
                    ++cnt;
                    s[c] = true;
                }
            }
            int m = words[i].size();
            for (int j = 0; j < m; ++j) {
                if (j >= words[i + 1].size()) return "";
                char c1 = words[i][j], c2 = words[i + 1][j];
                if (c1 == c2) continue;
                if (g[c2 - 'a'][c1 - 'a']) return "";
                g[c1 - 'a'][c2 - 'a'] = true;
                break;
            }
        }
        for (char c : words[n - 1]) {
            if (cnt == 26) break;
            c -= 'a';
            if (!s[c]) {
                ++cnt;
                s[c] = true;
            }
        }
        vector<int> indegree(26);
        for (int i = 0; i < 26; ++i)
            for (int j = 0; j < 26; ++j)
                if (i != j && s[i] && s[j] && g[i][j])
                    ++indegree[j];
        queue<int> q;
        for (int i = 0; i < 26; ++i)
            if (s[i] && indegree[i] == 0)
                q.push(i);
        string ans = "";
        while (!q.empty()) {
            int t = q.front();
            ans += (t + 'a');
            q.pop();
            for (int i = 0; i < 26; ++i)
                if (i != t && s[i] && g[t][i])
                    if (--indegree[i] == 0)
                        q.push(i);
        }
        return ans.size() < cnt ? "" : ans;
    }
};

Go

func alienOrder(words []string) string {
	n := len(words)
	if n == 0 {
		return ""
	}
	if n == 1 {
		return words[0]
	}
	inDegree := make(map[byte]int)
	graph := make(map[byte][]byte)
	for _, word := range words {
		for i := 0; i < len(word); i++ {
			inDegree[word[i]] = 0
		}
	}
	for i := 0; i < n-1; i++ {
		w1, w2 := words[i], words[i+1]
		minLen := len(w1)
		if len(w2) < minLen {
			minLen = len(w2)
		}
		foundDifference := false
		for j := 0; j < minLen; j++ {
			if w1[j] != w2[j] {
				inDegree[w2[j]]++
				graph[w1[j]] = append(graph[w1[j]], w2[j])
				foundDifference = true
				break
			}
		}
		if !foundDifference && len(w1) > len(w2) {
			return ""
		}
	}
	queue := make([]byte, 0)
	for k := range inDegree {
		if inDegree[k] == 0 {
			queue = append(queue, k)
		}
	}
	res := make([]byte, 0)
	for len(queue) > 0 {
		node := queue[0]
		queue = queue[1:]
		res = append(res, node)
		for _, next := range graph[node] {
			inDegree[next]--
			if inDegree[next] == 0 {
				queue = append(queue, next)
			}
		}
	}
	if len(res) != len(inDegree) {
		return ""
	}
	return string(res)
}

Swift

class Solution {
    func alienOrder(_ words: [String]) -> String {
        var graph = Array(repeating: Set<Int>(), count: 26)
        var indegree = Array(repeating: 0, count: 26)
        var seen = Array(repeating: false, count: 26)
        var letterCount = 0

        for i in 0..<words.count - 1 {
            for char in words[i] {
                let index = Int(char.asciiValue! - Character("a").asciiValue!)
                if !seen[index] {
                    seen[index] = true
                    letterCount += 1
                }
            }
            let minLength = min(words[i].count, words[i + 1].count)
            for j in 0..<minLength {
                let char1 = words[i][words[i].index(words[i].startIndex, offsetBy: j)]
                let char2 = words[i + 1][words[i + 1].index(words[i + 1].startIndex, offsetBy: j)]

                if char1 != char2 {
                    let c1 = Int(char1.asciiValue! - Character("a").asciiValue!)
                    let c2 = Int(char2.asciiValue! - Character("a").asciiValue!)

                    if !graph[c1].contains(c2) {
                        graph[c1].insert(c2)
                        indegree[c2] += 1
                    }
                    break
                }

                if j == minLength - 1 && words[i].count > words[i + 1].count {
                    return ""
                }
            }
        }

        for char in words[words.count - 1] {
            let index = Int(char.asciiValue! - Character("a").asciiValue!)
            if !seen[index] {
                seen[index] = true
                letterCount += 1
            }
        }

        var queue = [Int]()
        for i in 0..<26 {
            if seen[i] && indegree[i] == 0 {
                queue.append(i)
            }
        }

        var order = ""
        while !queue.isEmpty {
            let u = queue.removeFirst()
            order += String(UnicodeScalar(u + Int(Character("a").asciiValue!))!)
            for v in graph[u] {
                indegree[v] -= 1
                if indegree[v] == 0 {
                    queue.append(v)
                }
            }
        }

        return order.count == letterCount ? order : ""
    }
}