import java.io.IOException;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
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 SharedFriendsStepOne {
static class SharedFriendsStepOneMapper extends Mapper<LongWritable, Text, Text, Text> {
@Override
protected void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException {
// A:B,C,D,F,E,O
String line = value.toString();
String[] person_friends = line.split(":");
String person = person_friends[0];
String friends = person_friends[1];
for (String friend : friends.split(",")) {
// 输出<好友,人>
context.write(new Text(friend), new Text(person));
}
}
}
static class SharedFriendsStepOneReducer extends Reducer<Text, Text, Text, Text> {
@Override
protected void reduce(Text friend, Iterable<Text> persons, Context context) throws IOException, InterruptedException {
StringBuffer sb = new StringBuffer();
for (Text person : persons) {
sb.append(person).append(",");
}
context.write(friend, new Text(sb.toString()));
}
}
public static void main(String[] args) throws Exception {
Configuration conf = new Configuration();
Job job = Job.getInstance(conf);
job.setJarByClass(SharedFriendsStepOne.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(Text.class);
job.setMapperClass(SharedFriendsStepOneMapper.class);
job.setReducerClass(SharedFriendsStepOneReducer.class);
FileInputFormat.setInputPaths(job, new Path("D:/srcdata/friends"));
FileOutputFormat.setOutputPath(job, new Path("D:/temp/out"));
job.waitForCompletion(true);
}
}
import java.io.IOException;
import org.apa