hadoop中输出的格式和可读性

jutyujz0  于 2021-05-29  发布在  Hadoop
关注(0)|答案(1)|浏览(331)

所以我只是在学习hadoop,并尝试wordcount.java教程,它很好用。我没有任何问题。我唯一的问题是,当我在输出文件中得到结果时,我想自己添加字符串。假设我读了另一个文件,我希望它是可读的。

========= Output 1 =========
// Results here
============================

========= Output 2 =========
// 2nd Results here
============================

而不是

// Results here
// More results

我基本上只希望能够向输出文件发送一次输出。做这件事最好的地方/方法是什么?我猜主要是这样,但我不确定。hadoop是为此而设计的(使用的?),还是我应该使用某种bash脚本来使输出文件变得漂亮?
代码如下,

import java.io.IOException;
import java.util.*;

import org.apache.hadoop.fs.Path;
import org.apache.hadoop.conf.*;
import org.apache.hadoop.io.*;
import org.apache.hadoop.mapred.*;
import org.apache.hadoop.util.*;

public class WordCount {

public static class Map extends MapReduceBase implements Mapper<LongWritable, Text, Text, IntWritable> {
  private final static IntWritable one = new IntWritable(1);
  private Text word = new Text();

  public void map(LongWritable key, Text value, OutputCollector<Text, IntWritable> output, Reporter reporter) throws IOException {
    String line = value.toString();
    StringTokenizer tokenizer = new StringTokenizer(line);
    while (tokenizer.hasMoreTokens()) {
      word.set(tokenizer.nextToken());
      output.collect(word, one);
    }
  }
}

public static class Reduce extends MapReduceBase implements Reducer<Text, IntWritable, Text, IntWritable> {
  public void reduce(Text key, Iterator<IntWritable> values, OutputCollector<Text, IntWritable> output, Reporter reporter) throws IOException {
    int sum = 0;
    while (values.hasNext()) {
      sum += values.next().get();
    }
    output.collect(key, new IntWritable(sum));
  }
}

public static void main(String[] args) throws Exception {
  JobConf conf = new JobConf(WordCount.class);
  conf.setJobName("wordcount");

  conf.setOutputKeyClass(Text.class);
  conf.setOutputValueClass(IntWritable.class);

  conf.setMapperClass(Map.class);
  conf.setCombinerClass(Reduce.class);
  conf.setReducerClass(Reduce.class);

  conf.setInputFormat(TextInputFormat.class);
  conf.setOutputFormat(TextOutputFormat.class);

  FileInputFormat.setInputPaths(conf, new Path(args[0]));
  FileOutputFormat.setOutputPath(conf, new Path(args[1]));

  JobClient.runJob(conf);
}
}
e0bqpujr

e0bqpujr1#

我相信我可以用nullwriteable来做这个。如果有更好的方法,尽管请张贴一个答案。

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