/* * 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.iterative; import java.util.List; import org.apache.flink.api.common.functions.FilterFunction; import org.apache.flink.api.common.functions.GroupReduceFunction; import org.apache.flink.api.java.DataSet; import org.apache.flink.api.java.ExecutionEnvironment; import org.apache.flink.api.java.operators.IterativeDataSet; import org.apache.flink.test.util.JavaProgramTestBase; import static org.apache.flink.test.util.TestBaseUtils.containsResultAsText; import org.apache.flink.util.Collector; public class IterationTerminationWithTwoTails extends JavaProgramTestBase { private static final String EXPECTED = "22\n"; @Override protected void testProgram() throws Exception { ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); env.setParallelism(4); DataSet<String> initialInput = env.fromElements("1", "2", "3", "4", "5").name("input"); IterativeDataSet<String> iteration = initialInput.iterate(5).name("Loop"); DataSet<String> sumReduce = iteration.reduceGroup(new SumReducer()).name("Compute sum (GroupReduce"); DataSet<String> terminationFilter = iteration.filter(new TerminationFilter()).name("Compute termination criterion (Map)"); List<String> result = iteration.closeWith(sumReduce, terminationFilter).collect(); containsResultAsText(result, EXPECTED); } public static final class SumReducer implements GroupReduceFunction<String, String> { private static final long serialVersionUID = 1L; @Override public void reduce(Iterable<String> values, Collector<String> out) throws Exception { int sum = 0; for (String value : values) { sum += Integer.parseInt(value) + 1; } out.collect("" + sum); } } public static class TerminationFilter implements FilterFunction<String> { private static final long serialVersionUID = 1L; @Override public boolean filter(String value) throws Exception { return Integer.parseInt(value) < 21; } } }