/** * Copyright 2017 Hortonworks. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * http://www.apache.org/licenses/LICENSE-2.0 * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. **/ package com.hortonworks.streamline.streams.udaf; import com.hortonworks.streamline.streams.rule.UDAF2; import java.util.ArrayList; import java.util.Collections; import java.util.Comparator; import java.util.List; import java.util.PriorityQueue; /** * Computes streaming top n values of a group of values */ public class Topn<T extends Comparable<T>> implements UDAF2<PriorityQueue<T>, Integer, T, List<T>> { @Override public PriorityQueue<T> init() { return new PriorityQueue<>(); } @Override public PriorityQueue<T> add(PriorityQueue<T> aggregate, Integer n, T val) { if (n <= 0) { return aggregate; } if (aggregate.size() >= n) { if (val.compareTo(aggregate.peek()) > 0) { aggregate.remove(); aggregate.add(val); } } else { aggregate.add(val); } return aggregate; } @Override public List<T> result(PriorityQueue<T> aggregate) { List<T> res = new ArrayList<>(aggregate); res.sort(Comparator.reverseOrder()); return res; } }