/** * 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.hadoop.examples.terasort; import java.io.IOException; import java.util.Iterator; import org.apache.hadoop.conf.Configured; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapred.FileOutputFormat; import org.apache.hadoop.mapred.FileSplit; import org.apache.hadoop.mapred.JobClient; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.MapReduceBase; import org.apache.hadoop.mapred.Mapper; import org.apache.hadoop.mapred.OutputCollector; import org.apache.hadoop.mapred.Reducer; import org.apache.hadoop.mapred.Reporter; import org.apache.hadoop.util.Tool; import org.apache.hadoop.util.ToolRunner; /** * Generate 1 mapper per a file that checks to make sure the keys * are sorted within each file. The mapper also generates * "$file:begin", first key and "$file:end", last key. The reduce verifies that * all of the start/end items are in order. * Any output from the reduce is problem report. * <p> * To run the program: * <b>bin/hadoop jar hadoop-*-examples.jar teravalidate out-dir report-dir</b> * <p> * If there is any output, something is wrong and the output of the reduce * will have the problem report. */ public class TeraValidate extends Configured implements Tool { private static final Text error = new Text("error"); static class ValidateMapper extends MapReduceBase implements Mapper<Text,Text,Text,Text> { private Text lastKey; private OutputCollector<Text,Text> output; private String filename; /** * Get the final part of the input name * @param split the input split * @return the "part-00000" for the input */ private String getFilename(FileSplit split) { return split.getPath().getName(); } public void map(Text key, Text value, OutputCollector<Text,Text> output, Reporter reporter) throws IOException { if (lastKey == null) { filename = getFilename((FileSplit) reporter.getInputSplit()); output.collect(new Text(filename + ":begin"), key); lastKey = new Text(); this.output = output; } else { if (key.compareTo(lastKey) < 0) { output.collect(error, new Text("misorder in " + filename + " last: '" + lastKey + "' current: '" + key + "'")); } } lastKey.set(key); } public void close() throws IOException { if (lastKey != null) { output.collect(new Text(filename + ":end"), lastKey); } } } /** * Check the boundaries between the output files by making sure that the * boundary keys are always increasing. * Also passes any error reports along intact. */ static class ValidateReducer extends MapReduceBase implements Reducer<Text,Text,Text,Text> { private boolean firstKey = true; private Text lastKey = new Text(); private Text lastValue = new Text(); public void reduce(Text key, Iterator<Text> values, OutputCollector<Text, Text> output, Reporter reporter) throws IOException { if (error.equals(key)) { while(values.hasNext()) { output.collect(key, values.next()); } } else { Text value = values.next(); if (firstKey) { firstKey = false; } else { if (value.compareTo(lastValue) < 0) { output.collect(error, new Text("misordered keys last: " + lastKey + " '" + lastValue + "' current: " + key + " '" + value + "'")); } } lastKey.set(key); lastValue.set(value); } } } public int run(String[] args) throws Exception { JobConf job = (JobConf) getConf(); TeraInputFormat.setInputPaths(job, new Path(args[0])); FileOutputFormat.setOutputPath(job, new Path(args[1])); job.setJobName("TeraValidate"); job.setJarByClass(TeraValidate.class); job.setMapperClass(ValidateMapper.class); job.setReducerClass(ValidateReducer.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(Text.class); // force a single reducer job.setNumReduceTasks(1); // force a single split job.setLong("mapred.min.split.size", Long.MAX_VALUE); job.setInputFormat(TeraInputFormat.class); JobClient.runJob(job); return 0; } /** * @param args */ public static void main(String[] args) throws Exception { int res = ToolRunner.run(new JobConf(), new TeraValidate(), args); System.exit(res); } }