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JaccardSearcher.java
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JaccardSearcher.java
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//Name: Kanlayakorn Kesorn (SEC2), Patiphol Pussawong (SEC1), Supakarn Wongnil (SEC1)
//Section: 1,2
//ID: 6088057, 6088136, 6088137
import java.util.ArrayList;
import java.util.Collections;
import java.util.HashSet;
import java.util.List;
import java.util.PriorityQueue;
import java.util.Queue;
import java.util.Set;
public class JaccardSearcher extends Searcher{
public JaccardSearcher(String docFilename) {
// TODO: We may need to cofigure out this after https://github.com/apache/dubbo/issues/4115
super(docFilename);
/************* YOUR CODE HERE ******************/
/***********************************************/
}
@Override
public List<SearchResult> search(String queryString, int k) {
/************* YOUR CODE HERE ******************/
Queue<SearchResult> result = new PriorityQueue<>(k, Collections.reverseOrder());
List<String> qTokens = tokenize(queryString);
//System.out.println(qTokens);
for (Document doc : this.documents) {
Set<String> intersec = new HashSet<String>(qTokens);
Set<String> union = new HashSet<String>(qTokens);
intersec.retainAll(doc.getTokens());
union.addAll(doc.getTokens());
System.out.println(intersec);
//System.out.println(union);
double score = 0.0;
if(intersec.size() != 0 && union.size() != 0) {
score = (double) intersec.size()/union.size();
}
//System.out.println(intersec.size()+"/"+union.size()+"="+score);
SearchResult temp = new SearchResult(doc, score);
//result.add(temp);
if(result.size() < k || result.peek().getScore() < temp.getScore()) {
if(result.size() == k) {
SearchResult rem = result.remove();
//System.out.println("Remove : "+rem.getScore());
}
result.add(temp);
//System.out.println("Adding : "+temp.getScore());
//System.out.println(result);
}
}
// We need to check if SearchResult was created on the suitable size of ArrayList
// see bug 3
List<SearchResult> r = new ArrayList<SearchResult>(result);
Collections.sort(r);
return r;
/***********************************************/
}
}