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  • 下面给出一个child-parent的表格,要求挖掘其中的父子辈关系,给出祖孙辈关系的表格。

    package org.apache.hadoop.examples;
    import java.util.HashMap;
    import java.io.IOException;
    import java.util.ArrayList;
    import java.util.Iterator;
    import java.util.List;
    import java.util.Map;
    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.LongWritable;
    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 org.apache.hadoop.util.GenericOptionsParser;
    
    public class C_findParents {
    	public static Integer numsum = new Integer(0);
    	public static Map<Text,List<Text>> levelmap=new HashMap<Text,List<Text>>();
    	public C_findParents() {
    	}
    
    	public static void main(String[] args) throws Exception {
    		Configuration conf = new Configuration();
    		conf.set("fs.defaultFS", "hdfs://localhost:9000");
    		String[] otherArgs = new String[]{"input","output"};
    		if(otherArgs.length < 2) {
    			System.err.println("Usage: wordcount <in> [<in>...] <out>");
    			System.exit(2);
    		}
    
    		Job job = Job.getInstance(conf, "sort");
    		job.setJarByClass(C_findParents.class);
    		job.setMapperClass(C_findParents.TokenizerMapper.class);
    		job.setMapOutputKeyClass(Text.class);
    		job.setMapOutputValueClass(Text.class);
    		job.setReducerClass(C_findParents.IntSumReducer.class);
    		job.setOutputKeyClass(Text.class);
    		job.setOutputValueClass(Text.class);
    
    		for(int i = 0; i < otherArgs.length - 1; ++i) {
    			FileInputFormat.addInputPath(job, new Path(otherArgs[i]));
    		}
    
    		FileOutputFormat.setOutputPath(job, new Path(otherArgs[otherArgs.length - 1]));
    		System.exit(job.waitForCompletion(true)?0:1);
    	}
    
    	public static class IntSumReducer extends Reducer<Text, Text, Text, Text> {
    		protected void reduce(Text key, Iterable<Text> values, Reducer<Text, Text, Text, Text>.Context context)
    				throws IOException, InterruptedException {
    			List<String> yeyelist = new ArrayList<String>();
    			List<String> children = new ArrayList<String>();
    			for(Text val:values){
    				if(val.toString().endsWith("_1")){
    					yeyelist.add(val.toString());
    				}else if(val.toString().endsWith("_2")){
    					children.add(val.toString());
    				}
    			}
    			for(String child:children){
    				for(String yeye:yeyelist){
    					context.write(new Text(child.substring(0, child.length()-2)), new Text(yeye.substring(0, yeye.length()-2)));
    				}
    			}
    		}
    	}
    
    
    	public static class TokenizerMapper extends Mapper<LongWritable, Text, Text, Text> {
    		public TokenizerMapper() {
    		}
    
    		protected void map(LongWritable key, Text value, Mapper<LongWritable, Text, Text, Text>.Context context)
    				throws IOException, InterruptedException {
    			String line = value.toString();
    			String[] values = line.split(" ");
    			context.write(new Text(values[0]), new Text(values[1]+"_1"));
    			context.write(new Text(values[1]), new Text(values[0]+"_2"));
    		}
    	}
    }
    
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  • 原文地址:https://www.cnblogs.com/MiraculousB/p/14106853.html
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