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Graphe.java
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import java.io.IOException;
import java.util.*;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.conf.Configured;
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;
public class Graphe {
public static class Map
extends Mapper<Object, Text, Text, Text>{
private Text couple = new Text();
private Text amis = new Text();
public void map(Object key, Text value, Context context
) throws IOException, InterruptedException {
String csvLine = value.toString();
String delims = "[ ]+";
String[] tokens = csvLine.split(delims);
String liste = "";
for(int i = 1; i < tokens.length - 1 ; i++) {
liste += tokens[i]+" ";
}
liste += tokens[tokens.length - 1];
amis.set(liste);
for(int i = 1; i <= 100 ; i++) {
if(Integer.parseInt(tokens[0]) < i) {
couple.set(tokens[0]+" "+i);
context.write(couple,amis);
} else if (Integer.parseInt(tokens[0]) > i){
couple.set(i+" "+tokens[0]);
context.write(couple,amis);
}
}
}
}
public static class Reduce
extends Reducer<Text,Text,Text,Text> {
private Text valeur = new Text();
private Text cle = new Text();
private int amil;
private int amir;
public void reduce(Text key, Iterable<Text> values,
Context context
) throws IOException, InterruptedException {
String delims = "[ ]+";
String[] amis = key.toString().split(delims);
amil = Integer.parseInt(amis[0]);
amir = Integer.parseInt(amis[1]);
cle.set("Couple "+amis[0]+"-"+amis[1]+" : ");
List<Integer> liste = new ArrayList<Integer>();
String laListe = "";
String tmp = "";
for (Text val : values) {
tmp += val.toString()+" ";
}
String[] enCommun = tmp.split(delims);
for(int i = 0; i < enCommun.length ; i++) {
int tiers = Integer.parseInt(enCommun[i]);
if ((tiers != amil) && (tiers != amir)) {
if(liste.contains(tiers)) {
laListe += enCommun[i]+",";
} else {
liste.add(tiers);
}
}
}
valeur.set(laListe);
context.write(cle,valeur);
}
}
public static void main(String[] args) throws Exception {
Configuration conf = new Configuration();
Job job = Job.getInstance(conf, "Graphe social");
job.setJarByClass(Graphe.class);
job.setMapperClass(Map.class);
//job.setCombinerClass(Reduce.class);
job.setReducerClass(Reduce.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(Text.class);
FileInputFormat.addInputPath(job, new Path(args[0]));
FileOutputFormat.setOutputPath(job, new Path(args[1]));
System.exit(job.waitForCompletion(true) ? 0 : 1);
}
}