/* * 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.hadoopcompatibility.mapred; import java.io.IOException; import java.io.ObjectInputStream; import java.io.ObjectOutputStream; import java.io.Serializable; import org.apache.flink.annotation.Public; import org.apache.flink.api.common.functions.RichFlatMapFunction; import org.apache.flink.api.common.typeinfo.TypeInformation; import org.apache.flink.api.java.tuple.Tuple2; import org.apache.flink.api.java.typeutils.ResultTypeQueryable; import org.apache.flink.api.java.typeutils.TupleTypeInfo; import org.apache.flink.api.java.typeutils.TypeExtractor; import org.apache.flink.configuration.Configuration; import org.apache.flink.api.java.hadoop.mapred.wrapper.HadoopDummyReporter; import org.apache.flink.hadoopcompatibility.mapred.wrapper.HadoopOutputCollector; import org.apache.flink.util.Collector; import org.apache.flink.util.InstantiationUtil; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.Mapper; import org.apache.hadoop.mapred.Reporter; /** * This wrapper maps a Hadoop Mapper (mapred API) to a Flink FlatMapFunction. */ @SuppressWarnings("rawtypes") @Public public final class HadoopMapFunction<KEYIN, VALUEIN, KEYOUT, VALUEOUT> extends RichFlatMapFunction<Tuple2<KEYIN,VALUEIN>, Tuple2<KEYOUT,VALUEOUT>> implements ResultTypeQueryable<Tuple2<KEYOUT,VALUEOUT>>, Serializable { private static final long serialVersionUID = 1L; private transient Mapper<KEYIN,VALUEIN,KEYOUT,VALUEOUT> mapper; private transient JobConf jobConf; private transient HadoopOutputCollector<KEYOUT,VALUEOUT> outputCollector; private transient Reporter reporter; /** * Maps a Hadoop Mapper (mapred API) to a Flink FlatMapFunction. * * @param hadoopMapper The Hadoop Mapper to wrap. */ public HadoopMapFunction(Mapper<KEYIN, VALUEIN, KEYOUT, VALUEOUT> hadoopMapper) { this(hadoopMapper, new JobConf()); } /** * Maps a Hadoop Mapper (mapred API) to a Flink FlatMapFunction. * The Hadoop Mapper is configured with the provided JobConf. * * @param hadoopMapper The Hadoop Mapper to wrap. * @param conf The JobConf that is used to configure the Hadoop Mapper. */ public HadoopMapFunction(Mapper<KEYIN, VALUEIN, KEYOUT, VALUEOUT> hadoopMapper, JobConf conf) { if(hadoopMapper == null) { throw new NullPointerException("Mapper may not be null."); } if(conf == null) { throw new NullPointerException("JobConf may not be null."); } this.mapper = hadoopMapper; this.jobConf = conf; } @Override public void open(Configuration parameters) throws Exception { super.open(parameters); this.mapper.configure(jobConf); this.reporter = new HadoopDummyReporter(); this.outputCollector = new HadoopOutputCollector<KEYOUT, VALUEOUT>(); } @Override public void flatMap(final Tuple2<KEYIN,VALUEIN> value, final Collector<Tuple2<KEYOUT,VALUEOUT>> out) throws Exception { outputCollector.setFlinkCollector(out); mapper.map(value.f0, value.f1, outputCollector, reporter); } @SuppressWarnings("unchecked") @Override public TypeInformation<Tuple2<KEYOUT,VALUEOUT>> getProducedType() { Class<KEYOUT> outKeyClass = (Class<KEYOUT>) TypeExtractor.getParameterType(Mapper.class, mapper.getClass(), 2); Class<VALUEOUT> outValClass = (Class<VALUEOUT>)TypeExtractor.getParameterType(Mapper.class, mapper.getClass(), 3); final TypeInformation<KEYOUT> keyTypeInfo = TypeExtractor.getForClass((Class<KEYOUT>) outKeyClass); final TypeInformation<VALUEOUT> valueTypleInfo = TypeExtractor.getForClass((Class<VALUEOUT>) outValClass); return new TupleTypeInfo<Tuple2<KEYOUT,VALUEOUT>>(keyTypeInfo, valueTypleInfo); } /** * Custom serialization methods. * @see <a href="http://docs.oracle.com/javase/7/docs/api/java/io/Serializable.html">http://docs.oracle.com/javase/7/docs/api/java/io/Serializable.html</a> */ private void writeObject(final ObjectOutputStream out) throws IOException { out.writeObject(mapper.getClass()); jobConf.write(out); } @SuppressWarnings("unchecked") private void readObject(final ObjectInputStream in) throws IOException, ClassNotFoundException { Class<Mapper<KEYIN,VALUEIN,KEYOUT,VALUEOUT>> mapperClass = (Class<Mapper<KEYIN,VALUEIN,KEYOUT,VALUEOUT>>)in.readObject(); mapper = InstantiationUtil.instantiate(mapperClass); jobConf = new JobConf(); jobConf.readFields(in); } }