/* * 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.MapFunction; 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.test.testdata.WordCountData; import org.apache.flink.test.util.JavaProgramTestBase; import org.apache.flink.util.Collector; import java.io.Serializable; @SuppressWarnings("serial") public class WordCountSubclassPOJOITCase 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<WCBase> counts = text .flatMap(new Tokenizer()) .groupBy("word") .reduce(new ReduceFunction<WCBase>() { private static final long serialVersionUID = 1L; public WCBase reduce(WCBase value1, WCBase value2) { WC wc1 = (WC) value1; WC wc2 = (WC) value2; return new WC(value1.word, wc1.secretCount + wc2.secretCount); } }) .map(new MapFunction<WCBase, WCBase>() { @Override public WCBase map(WCBase value) throws Exception { WC wc = (WC) value; wc.count = wc.secretCount; return wc; } }); counts.writeAsText(resultPath); env.execute("WordCount with custom data types example"); } public static final class Tokenizer implements FlatMapFunction<String, WCBase> { @Override public void flatMap(String value, Collector<WCBase> 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 abstract class WCBase { public String word; public int count; public WCBase(String w, int c) { this.word = w; this.count = c; } @Override public String toString() { return word+" "+count; } } public static class WC extends WCBase { public int secretCount; public WC() { super(null, 0); } public WC(String w, int c) { super(w, 0); this.secretCount = c; } } }