/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you 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 org.apache.flink.test.broadcastvars; import java.util.ArrayList; import java.util.Iterator; import java.util.List; import org.apache.flink.api.common.functions.BroadcastVariableInitializer; import org.apache.flink.api.common.functions.RichGroupReduceFunction; import org.apache.flink.api.java.DataSet; import org.apache.flink.api.java.ExecutionEnvironment; import org.apache.flink.api.java.io.LocalCollectionOutputFormat; import org.apache.flink.api.java.operators.IterativeDataSet; import org.apache.flink.configuration.Configuration; import org.apache.flink.test.util.JavaProgramTestBase; import org.apache.flink.util.Collector; import org.junit.Assert; @SuppressWarnings("serial") public class BroadcastVarInitializationITCase extends JavaProgramTestBase { @Override protected void testProgram() throws Exception { ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); env.setParallelism(4); DataSet<Integer> data = env.fromElements(1, 2, 3, 4, 5, 6, 7, 8); IterativeDataSet<Integer> iteration = data.iterate(10); DataSet<Integer> result = data.reduceGroup(new PickOneAllReduce()).withBroadcastSet(iteration, "bc"); final List<Integer> resultList = new ArrayList<Integer>(); iteration.closeWith(result).output(new LocalCollectionOutputFormat<Integer>(resultList)); env.execute(); Assert.assertEquals(8, resultList.get(0).intValue()); } public static class PickOneAllReduce extends RichGroupReduceFunction<Integer, Integer> { private Integer bcValue; @Override public void open(Configuration parameters) { this.bcValue = getRuntimeContext().getBroadcastVariableWithInitializer("bc", new PickFirstInitializer()); } @Override public void reduce(Iterable<Integer> records, Collector<Integer> out) { if (bcValue == null) { return; } final int x = bcValue; for (Integer y : records) { if (y > x) { out.collect(y); return; } } out.collect(bcValue); } } public static class PickFirstInitializer implements BroadcastVariableInitializer<Integer, Integer> { @Override public Integer initializeBroadcastVariable(Iterable<Integer> data) { Iterator<Integer> iter = data.iterator(); return iter.hasNext() ? iter.next() : null; } } }