package ro.pub.cs.pp.pdad; import java.io.DataInput; import java.io.DataOutput; import java.io.IOException; import java.util.HashMap; import org.apache.hadoop.fs.Path; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.io.Text; import org.apache.hadoop.io.IntWritable; import org.apache.hadoop.io.WritableComparable; import org.apache.hadoop.io.WritableComparator; 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 EndReasonStat { private static int[] domains = {-1, 0, 1, 1000, 2000, 3000, 4000, 5000, 6000, 7000}; private static String[] reasonName = {"not reported", "undetermined", "infrastructure", "hardware", "IO", "network", "software", "human error", "user"}; public static class IntPair implements WritableComparable { private int first = 0; private int second = 0; /** * Set the left and right values. */ public void set(int left, int right) { first = left; second = right; } public int getFirst() { return first; } public int getSecond() { return second; } /** * Read the two integers. Encoded as: MIN_VALUE -> 0, 0 -> -MIN_VALUE, * MAX_VALUE-> -1 */ @Override public void readFields(DataInput in) throws IOException { first = in.readInt() + Integer.MIN_VALUE; second = in.readInt() + Integer.MIN_VALUE; } @Override public void write(DataOutput out) throws IOException { out.writeInt(first - Integer.MIN_VALUE); out.writeInt(second - Integer.MIN_VALUE); } @Override public int hashCode() { return first * 157 + second; } @Override public boolean equals(Object right) { if (right instanceof IntPair) { IntPair r = (IntPair) right; return r.first == first && r.second == second; } else { return false; } } /** A Comparator that compares serialized IntPair. */ public static class Comparator extends WritableComparator { public Comparator() { super(IntPair.class); } public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) { return compareBytes(b1, s1, l1, b2, s2, l2); } } static { // register this comparator WritableComparator.define(IntPair.class, new Comparator()); } @Override public int compareTo(IntPair o) { if (first != o.first) { return first < o.first ? -1 : 1; } else if (second != o.second) { return second < o.second ? -1 : 1; } else { return 0; } } } public static class Map extends Mapper { private static String null_reason = "NULL"; private final static IntPair onePair = new IntPair(); private final static IntWritable zero = new IntWritable(0); private final static int fieldNo = 9; private int findDomainCode(int reasonCode) { for (int domainCode = 0; domainCode < domains.length - 1; domainCode++) { if (domains[domainCode] <= reasonCode && reasonCode < domains[domainCode + 1]) return domainCode; } return 0; } private int extractReasonCode(String line) { String[] pieces = line.split("\\s+"); if (pieces.length < fieldNo + 1) { return 0; } String reason = pieces[fieldNo]; if (reason.equals(null_reason)) { return 0; } else { int reasonCode = Integer.parseInt(reason); return reasonCode; } } public void map(Object key, Text value, Context context) throws IOException, InterruptedException { String line = value.toString(); try { int reasonCode = extractReasonCode(line); int reasonDomainCode = findDomainCode(reasonCode); onePair.set(reasonCode, 1); context.write(new IntWritable(reasonDomainCode), onePair); } catch (NumberFormatException ex) { onePair.set(0, 0); context.write(zero, onePair); } } } public static class Reduce extends Reducer { private Text reason = new Text(); public void reduce(IntWritable key, Iterable values, Context context) throws IOException, InterruptedException { /* write the domain name */ reason.set(reasonName[key.get()]); context.write(reason, null); HashMap reasonSum = new HashMap(); for (IntPair pair : values) { int reasonCode = pair.getFirst(); if (reasonSum.containsKey(reasonCode)) { int newSum = reasonSum.get(reasonCode) + pair.getSecond(); reasonSum.put(reasonCode, newSum); } else { reasonSum.put(reasonCode, pair.getSecond()); } } for (int reasonCode : reasonSum.keySet()) { reason.set(new String("\t" +reasonCode)); context.write(reason, new IntWritable(reasonSum.get(reasonCode))); } } } public static void main(String[] args) throws Exception { Configuration conf = new Configuration(); Job job = new Job(conf, "EndReasonStat"); job.setNumReduceTasks(5); job.setJarByClass(EndReasonStat.class); /* set map output key/value classes */ job.setMapOutputKeyClass(IntWritable.class); job.setMapOutputValueClass(IntPair.class); /* set application output key/value classes */ job.setOutputKeyClass(Text.class); job.setOutputValueClass(IntWritable.class); job.setMapperClass(Map.class); job.setReducerClass(Reduce.class); /* don't set any combiner class */ FileInputFormat.addInputPath(job, new Path(args[0])); FileOutputFormat.setOutputPath(job, new Path(args[1])); System.exit(job.waitForCompletion(true) ? 0 : 1); } }