/* * 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.accumulators; import org.apache.flink.api.common.accumulators.IntCounter; import org.apache.flink.api.common.functions.RichGroupReduceFunction; import org.apache.flink.api.java.ExecutionEnvironment; import org.apache.flink.api.java.io.DiscardingOutputFormat; 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; public class AccumulatorIterativeITCase extends JavaProgramTestBase { private static final int NUM_ITERATIONS = 3; private static final int NUM_SUBTASKS = 1; private static final String ACC_NAME = "test"; @Override protected boolean skipCollectionExecution() { return true; } @Override protected void testProgram() throws Exception { ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); env.setParallelism(NUM_SUBTASKS); IterativeDataSet<Integer> iteration = env.fromElements(1, 2, 3).iterate(NUM_ITERATIONS); iteration.closeWith(iteration.reduceGroup(new SumReducer())).output(new DiscardingOutputFormat<Integer>()); Assert.assertEquals(NUM_ITERATIONS * 6, (int) env.execute().getAccumulatorResult(ACC_NAME)); } static final class SumReducer extends RichGroupReduceFunction<Integer, Integer> { private static final long serialVersionUID = 1L; private IntCounter testCounter = new IntCounter(); @Override public void open(Configuration config) throws Exception { getRuntimeContext().addAccumulator(ACC_NAME, this.testCounter); } @Override public void reduce(Iterable<Integer> values, Collector<Integer> out) { // Compute the sum int sum = 0; for (Integer value : values) { sum += value; testCounter.add(value); } out.collect(sum); } } }