Given two sentenceswords1, words2
(each represented as an array of strings), and a list of similar word pairspairs
, determine if two sentences are similar.
For example,words1 = ["great", "acting", "skills"]
andwords2 = ["fine", "drama", "talent"]
are similar, if the similar word pairs arepairs = [["great", "good"], ["fine", "good"], ["acting","drama"], ["skills","talent"]]
.
Note that the similarity relationistransitive. For example, if "great" and "good" are similar, and "fine" and "good" are similar, then "great" and "fine"are similar.
Similarity is also symmetric. For example, "great" and "fine" being similar is the same as "fine" and "great" being similar.
Also, a word is always similar with itself. For example, the sentenceswords1 = ["great"], words2 = ["great"], pairs = []
are similar, even though there are no specified similar word pairs.
Finally, sentences can only be similar if they have the same number of words. So a sentence likewords1 = ["great"]
can never be similar towords2 = ["doubleplus","good"]
.
Note:
The length of
words1
and
words2
will not exceed
1000
.
The length of
pairs
will not exceed
2000
.
The length of each
pairs[i]
will be
2
.
The length of each
words[i]
and
pairs[i][j]
will be in the range
[1, 20]
.
tag: union find
class Solution {
public boolean areSentencesSimilarTwo(String[] words1, String[] words2, String[][] pairs) {
if (words1.length != words2.length) return false;
Map<String, Integer> index = new HashMap();
int count = 0;
DSU dsu = new DSU(2 * pairs.length);
for (String[] pair: pairs) {
for (String p: pair) if (!index.containsKey(p)) {
index.put(p, count++);
}
dsu.union(index.get(pair[0]), index.get(pair[1]));
}
for (int i = 0; i < words1.length; ++i) {
String w1 = words1[i], w2 = words2[i];
if (w1.equals(w2)) continue;
if (!index.containsKey(w1) || !index.containsKey(w2) ||
dsu.find(index.get(w1)) != dsu.find(index.get(w2)))
return false;
}
return true;
}
}
class DSU {
int[] parent;
public DSU(int N) {
parent = new int[N];
for (int i = 0; i < N; ++i)
parent[i] = i;
}
public int find(int x) {
if (parent[x] != x) parent[x] = find(parent[x]);
return parent[x];
}
public void union(int x, int y) {
parent[find(x)] = find(y);
}
}