/** * 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.fs.dfsioe; import java.io.IOException; import java.util.StringTokenizer; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.hadoop.fs.dfsioe.TestDFSIOEnh.LinearInterpolator; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Job; import org.apache.hadoop.mapreduce.Mapper; import org.apache.hadoop.mapreduce.Reducer; import org.apache.hadoop.mapreduce.lib.input.FileInputFormat; import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat; public class Analyzer { public static class _Mapper extends Mapper { private Text t = new Text(); public void map(Object key, Text value, Context context) throws IOException, InterruptedException { StringTokenizer tokens = new StringTokenizer(value.toString(), " \t\n\r\f%"); String attr = tokens.nextToken(); if (attr.endsWith(":tput_samples")){ String[] tags=attr.split(":"); String[] samples = tokens.nextToken().split(";"); for(int j=0; !samples[j].startsWith("EoR"); j++){ t.set(samples[j]); context.write(new Text(tags[1]), t); } } } } public static class _Reducer extends Reducer { private Text result = new Text(); private int plotInterval; private long sampleUnit; private long execTime; private long fileSize; private long tStart; private int maxslot; public void setup(Context context) throws IOException, InterruptedException { this.tStart = context.getConfiguration().getLong("ana_tStart", 1347347421736L); this.plotInterval = context.getConfiguration().getInt("ana_plotInterval", 1000); this.sampleUnit = context.getConfiguration().getLong("ana_sampleUnit", 1024*1024); this.execTime = context.getConfiguration().getLong("ana_execTime", 767829); this.fileSize = context.getConfiguration().getLong("ana_fileSize", 500*1024*1024); this.maxslot = (int)(execTime/plotInterval)+1; } public void reduce(Text key, Iterable values, Context context) throws IOException, InterruptedException { LinearInterpolator processor = new LinearInterpolator(); for (Text val : values) { String[] ss = val.toString().split(":"); long timeStamp = Long.parseLong(ss[0]); long bytes = Long.parseLong(ss[1]); double timePassed = (timeStamp-tStart)/(double)plotInterval; processor.add((double)timePassed,(double)bytes); } processor.add(0, 0); processor.add(maxslot+0.1, fileSize); double[] resultValue = new double [maxslot+1]; double[] bytesChanged = new double[maxslot+1]; for(int i = 0; i<=maxslot; i++){ resultValue[i]=processor.get(i); } for (int i = 0; i<=maxslot-1; i++) { bytesChanged[i] = resultValue[i+1]-resultValue[i]; } bytesChanged[maxslot] = 0; for (int ri = 0; ri<=maxslot; ri++) { result.set(ri+","+resultValue[ri]/(double)sampleUnit+","+bytesChanged[ri]/(double)sampleUnit); context.write(key, result); } } } public static void main(String[] args) throws Exception{ Configuration conf = new Configuration(); FileSystem fs = FileSystem.get(conf); Path outdir = new Path("/result.txt"); fs.delete(outdir, true); Job job = new Job(conf, "Result Analyzer"); job.setJarByClass(Analyzer.class); job.setMapperClass(_Mapper.class); job.setReducerClass(_Reducer.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(Text.class); FileInputFormat.addInputPath(job, new Path(TestDFSIOEnh.READ_DIR, "part-00000")); FileOutputFormat.setOutputPath(job, outdir); System.exit(job.waitForCompletion(true) ? 0 : 1); } }