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filebot/source/net/filebot/web/LocalSearch.java
2016-04-08 22:59:27 +00:00

72 lines
2.4 KiB
Java

package net.filebot.web;
import static java.util.Arrays.*;
import static java.util.Collections.reverseOrder;
import static java.util.Comparator.*;
import static java.util.stream.Collectors.*;
import static net.filebot.similarity.Normalization.*;
import java.util.AbstractMap.SimpleImmutableEntry;
import java.util.Collection;
import java.util.List;
import java.util.Map.Entry;
import java.util.Objects;
import java.util.Set;
import java.util.concurrent.ExecutionException;
import java.util.function.Function;
import java.util.stream.IntStream;
import com.ibm.icu.text.Transliterator;
import uk.ac.shef.wit.simmetrics.similaritymetrics.AbstractStringMetric;
import uk.ac.shef.wit.simmetrics.similaritymetrics.QGramsDistance;
public class LocalSearch<T> {
private AbstractStringMetric metric = new QGramsDistance();
private float resultMinimumSimilarity = 0.5f;
private int resultSetSize = 20;
private Transliterator transliterator = Transliterator.getInstance("Any-Latin;Latin-ASCII;[:Diacritic:]remove");
private T[] objects;
private Set<String>[] fields;
public LocalSearch(T[] data, Function<T, Collection<String>> keywords) {
objects = data.clone();
fields = stream(objects).map(keywords).map(this::normalize).toArray(Set[]::new);
}
public List<T> search(String q) throws ExecutionException, InterruptedException {
String query = normalize(q);
return IntStream.range(0, objects.length).mapToObj(i -> {
T object = objects[i];
Set<String> field = fields[i];
boolean match = field.stream().anyMatch(it -> it.contains(query));
double similarity = field.stream().mapToDouble(it -> metric.getSimilarity(query, it)).max().orElse(0);
return match || similarity > resultMinimumSimilarity ? new SimpleImmutableEntry<T, Double>(object, similarity) : null;
}).filter(Objects::nonNull).sorted(reverseOrder(comparing(Entry::getValue))).limit(resultSetSize).map(Entry::getKey).collect(toList());
}
public void setResultMinimumSimilarity(float resultMinimumSimilarity) {
this.resultMinimumSimilarity = resultMinimumSimilarity;
}
public void setResultSetSize(int resultSetSize) {
this.resultSetSize = resultSetSize;
}
protected Set<String> normalize(Collection<String> values) {
return values.stream().map(this::normalize).collect(toSet());
}
protected String normalize(String value) {
// normalize separator, trim and normalize case
return normalizePunctuation(transliterator.transform(value)).toLowerCase();
}
}