Java tutorial
/** * Copyright 2010 The Apache Software Foundation * * 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 com.dappervision.hbase.mapred; import java.io.IOException; import java.util.HashMap; import java.util.Iterator; import java.util.Set; import java.util.Map.Entry; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapred.MapReduceBase; import org.apache.hadoop.mapred.OutputCollector; import org.apache.hadoop.mapred.Reducer; import org.apache.hadoop.mapred.Reporter; import org.apache.hadoop.record.Buffer; import org.apache.hadoop.typedbytes.TypedBytesWritable; public class TypedBytesTableReducer extends MapReduceBase implements Reducer<Text, Text, TypedBytesWritable, TypedBytesWritable> { @Override public void reduce(Text key, Iterator<Text> values, OutputCollector<TypedBytesWritable, TypedBytesWritable> outputCollector, Reporter arg3) throws IOException { byte[] keyBytes = key.getBytes(); TypedBytesWritable keyWritable = new TypedBytesWritable(); TypedBytesWritable valueWritable = new TypedBytesWritable(); keyWritable.setValue(new Buffer(keyBytes)); //merge the column family and qualifier HashMap<String, HashMap<String, String>> cfMap = new HashMap<String, HashMap<String, String>>(); while (values.hasNext()) { Text value = values.next(); String strVal = value.toString(); //Separate column family with comma (:) //Separate the qualifier and value with equity String[] cf_qual_val_parts = strVal.split(":"); String cf = cf_qual_val_parts[0]; String qual_val = cf_qual_val_parts[1]; String[] qual_val_parts = qual_val.split("="); String qual = qual_val_parts[0]; String val = qual_val_parts[1]; if (cfMap.get(cf) != null) { HashMap<String, String> qualMap = cfMap.get(cf); if (qualMap == null) { qualMap = new HashMap<String, String>(); } qualMap.put(qual, val); // the duplicated key will be replaced, if using Buffer, we should do it ourselves } else { HashMap<String, String> qualMap = new HashMap<String, String>(); qualMap.put(qual, val); cfMap.put(cf, qualMap); } } HashMap<Buffer, HashMap<Buffer, Buffer>> bufMap = new HashMap<Buffer, HashMap<Buffer, Buffer>>(); Set<Entry<String, HashMap<String, String>>> entrySet = cfMap.entrySet(); for (Entry<String, HashMap<String, String>> entry : entrySet) { HashMap<String, String> qualValMap = entry.getValue(); HashMap<Buffer, Buffer> qualValBufMap = new HashMap<Buffer, Buffer>(); for (Entry<String, String> qualValEntry : qualValMap.entrySet()) { qualValBufMap.put(new Buffer(qualValEntry.getKey().getBytes()), new Buffer(qualValEntry.getValue().getBytes())); } bufMap.put(new Buffer(entry.getKey().getBytes()), qualValBufMap); } valueWritable.setValue(bufMap); outputCollector.collect(keyWritable, valueWritable); } }