/* * 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.exampleJavaPrograms; import org.apache.flink.api.common.functions.FlatMapFunction; import org.apache.flink.api.common.functions.ReduceFunction; import org.apache.flink.api.java.DataSet; import org.apache.flink.api.java.ExecutionEnvironment; import org.apache.flink.api.java.tuple.Tuple3; import org.apache.flink.test.testdata.WordCountData; import org.apache.flink.test.util.JavaProgramTestBase; import org.apache.flink.util.Collector; import java.io.Serializable; import java.util.Date; @SuppressWarnings("serial") public class WordCountNestedPOJOITCase extends JavaProgramTestBase implements Serializable { private static final long serialVersionUID = 1L; protected String textPath; protected String resultPath; @Override protected void preSubmit() throws Exception { textPath = createTempFile("text.txt", WordCountData.TEXT); resultPath = getTempDirPath("result"); } @Override protected void postSubmit() throws Exception { compareResultsByLinesInMemory(WordCountData.COUNTS, resultPath); } @Override protected void testProgram() throws Exception { final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); DataSet<String> text = env.readTextFile(textPath); DataSet<WC> counts = text .flatMap(new Tokenizer()) .groupBy("complex.someTest") .reduce(new ReduceFunction<WC>() { private static final long serialVersionUID = 1L; public WC reduce(WC value1, WC value2) { return new WC(value1.complex.someTest, value1.count + value2.count); } }); counts.writeAsText(resultPath); env.execute("WordCount with custom data types example"); } public static final class Tokenizer implements FlatMapFunction<String, WC> { @Override public void flatMap(String value, Collector<WC> out) { // normalize and split the line String[] tokens = value.toLowerCase().split("\\W+"); // emit the pairs for (String token : tokens) { if (token.length() > 0) { out.collect(new WC(token, 1)); } } } } public static class WC { // is a pojo public ComplexNestedClass complex; // is a pojo public int count; // is a BasicType public WC() { } public WC(String t, int c) { this.count = c; this.complex = new ComplexNestedClass(); this.complex.word = new Tuple3<Long, Long, String>(0L, 0L, "egal"); this.complex.date = new Date(); this.complex.someFloat = 0.0f; this.complex.someNumber = 666; this.complex.someTest = t; } @Override public String toString() { return this.complex.someTest+" "+count; } } public static class ComplexNestedClass { // pojo public static int ignoreStaticField; public transient int ignoreTransientField; public Date date; // generic type public Integer someNumber; // BasicType public float someFloat; // BasicType public Tuple3<Long, Long, String> word; //Tuple Type with three basic types public String someTest; } }