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
1条答案
按热度按时间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。