如何使用JavaHadoopMapReduce按降序对数据集中的列进行排序?

owfi6suc  于 2021-06-02  发布在  Hadoop
关注(0)|答案(1)|浏览(405)

我的数据文件是:

Utsav   Chatterjee  Dangerous   Soccer  Coldplay    4
Rodney  Purtle  Awesome Football    Maroon5 3
Michael Gross   Amazing Basketball  Iron Maiden 6
Emmanuel    Ezeigwe Cool    Pool    Metallica   5
John    Doe Boring  Golf    Linkin Park 8
David   Bekham  Godlike Soccer  Justin Beiber   89
Abhishek    Kumar   Geek    Cricket Abhishek Kumar  7
Abhishek    Singh   Geek    Cricket Abhishek Kumar  7

我希望在调用hadoopjar时将列号作为参数传递,并要求根据特定列按降序对整个数据集进行排序。我可以通过将所需列设置为mapper输出中的键来轻松地按升序实现这一点。但是,我无法按降序完成。
我的mapper和reducer代码是:

public static class Map extends Mapper<LongWritable,Text,Text,Text>{
        public static void map(LongWritable key, Text value, Context context)
        throws IOException,InterruptedException 
        {
            Configuration conf = context.getConfiguration();
            String param = conf.get("columnRef");
            int colref = Integer.parseInt(param);
            String line = value.toString();
            String[] parts = line.split("\t");
            context.write(new Text(parts[colref]), value);
            }
        }

    public static class Reduce extends Reducer<Text,Text,Text,Text>{
        public void reduce(Text key, Iterable<Text> value, Context context)
        throws IOException,InterruptedException 
        {
            for (Text text : value) {
                context.write(text,null );
            }
        }
    }

我的比较类是:

public static class sortComparator extends WritableComparator {

         protected sortComparator() {
          super(LongWritable.class, true);
          // TODO Auto-generated constructor stub
         }

         @Override
         public int compare(WritableComparable o1, WritableComparable o2) {
          LongWritable k1 = (LongWritable) o1;
          LongWritable k2 = (LongWritable) o2;
          int cmp = k1.compareTo(k2);
          return -1 * cmp;
         }

        }

我可能是把比较仪弄错了。有人能帮帮我吗?当我运行这个程序时,选择索引为5的列(最后一个数字列)作为排序的基础,我仍然以升序获得结果。
驾驶员等级:

public static void main(String[] args) throws Exception {

        Configuration conf= new Configuration();
        conf.set("columnRef", args[2]);

        Job job = new Job(conf, "Sort");

        job.setJarByClass(Sort.class);
        job.setMapperClass(Map.class);
        job.setReducerClass(Reduce.class);

        job.setOutputKeyClass(Text.class);
        job.setOutputValueClass(Text.class);
        job.setSortComparatorClass(DescendingKeyComparator.class);
        job.setInputFormatClass(TextInputFormat.class);
        job.setOutputFormatClass(TextOutputFormat.class);

        Path outputPath = new Path(args[1]);

        FileInputFormat.addInputPath(job, new Path(args[0]));
        FileOutputFormat.setOutputPath(job, new Path(args[1]));

        outputPath.getFileSystem(conf).delete(outputPath);

        System.exit(job.waitForCompletion(true) ? 0 : 1);
    }

任何关于如何能完成这项任务的建议(降序)都会对我很有帮助!!谢谢

nszi6y05

nszi6y051#

在驱动程序类中,以下代码行: job.setSortComparatorClass(DescendingKeyComparator.class); 您已将类设置为descendingkeycomparator.class。改为将其设置为sortcomparator.class。应该有用。

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