import java.io.IOException;
import java.util.StringTokenizer;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.IntWritable;
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 WordCountWithCounter {
static enum
WordsNature { STARTS_WITH_DIGIT, STARTS_WITH_LETTER, ALL }
/**
* The map class of WordCount.
*/
public static class
TokenCounterMapper
extends
Mapper<Object, Text, Text, IntWritable> {
private final
static IntWritable one = new IntWritable(1);
private Text
word = new Text();
public void
map(Object key, Text value, Context context)
throws
IOException, InterruptedException {
StringTokenizer
itr = new StringTokenizer(value.toString());
while
(itr.hasMoreTokens()) {
word.set(itr.nextToken());
context.write(word,
one);
}
}
}
/**
* The reducer class of WordCount
*/
public static class
TokenCounterReducer
extends
Reducer<Text, IntWritable, Text, IntWritable> {
public void
reduce(Text key, Iterable<IntWritable> values, Context context)
throws
IOException, InterruptedException {
int
sum = 0;
String
token = key.toString();
if(
StringUtils.startsWithDigit(token) ){
context.getCounter(WordsNature.STARTS_WITH_DIGIT).increment(1);
}
else
if( StringUtils.startsWithLetter(token) ){
context.getCounter(WordsNature.STARTS_WITH_LETTER).increment(1);
}
context.getCounter(WordsNature.ALL).increment(1);
for (IntWritable
value : values) {
sum
+= value.get();
}
context.write(key,
new IntWritable(sum));
}
}
/**
* The main entry point.
*/
public static void
main(String[] args) throws Exception {
Configuration
conf = new Configuration();
Job job = new
Job(conf, "Example Hadoop 0.20.1 WordCount");
job.setJarByClass(WordCountOld.class);
job.setMapperClass(TokenCounterMapper.class);
job.setReducerClass(TokenCounterReducer.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
FileInputFormat.addInputPath(job,
new Path(args[0]));
FileOutputFormat.setOutputPath(job,
new Path(args[1]));
System.exit(job.waitForCompletion(true)
? 0 : 1);
}
}
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