mapreduce输出乱码的处理,主要在于数据的编码,默认是以utf-8编码。
若数据源不是以utf-8编码,如以gbk编码的。若在mapreduce中要以gbk进行解码。
核心语句:
String str = new String(value.getBytes(), 0, value.getLength(), "GBK");
解释:value.getBytes()是获取字节码数据,转换成字符码是需要加相应编码。
程序实验:
package org.two;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.NullWritable;
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;
import java.io.IOException;
public class CleanOneDriver {
public static void main(String[] args) throws IOException, InterruptedException, ClassNotFoundException {
Configuration conn = new Configuration();
Job job = Job.getInstance(conn);
job.setJarByClass(CleanOneDriver.class);
job.setMapperClass(CleanOneMapper.class);
job.setReducerClass(CleanOneReduce.class);
job.setMapOutputKeyClass(Text.class);
job.setMapOutputValueClass(NullWritable.class);
FileInputFormat.addInputPath(job,new Path(args[0]));
FileOutputFormat.setOutputPath(job,new Path(args[1]));
System.exit(job.waitForCompletion(true)?0:1);
}
private static class CleanOneMapper extends Mapper<LongWritable,Text,Text,NullWritable> {
@Override
protected void map(LongWritable key, Text value, Mapper<LongWritable, Text, Text, NullWritable>.Context context) throws IOException, InterruptedException {
String str = new String(value.getBytes(), 0, value.getLength(), "GBK");
context.write(new Text(str),NullWritable.get());
}
}
private static class CleanOneReduce extends Reducer<Text,NullWritable,Text,NullWritable> {
@Override
protected void reduce(Text key, Iterable<NullWritable> values, Reducer<Text, NullWritable, Text, NullWritable>.Context context) throws IOException, InterruptedException {
context.write(key,NullWritable.get());
}
}
}