J'ai utilisé un exemple du Web et capable de transférer des fichiers de Mongo vers HDFS et inversement. Je ne pouvais pas me rassembler de la page Web exacte en ce moment. Mais le programme ressemble à ci-dessous.
Vous pouvez en tirer une étincelle et passer à autre chose.
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.lib.output.FileOutputFormat;
import org.bson.BSONObject;
import org.bson.types.ObjectId;
import com.mongodb.hadoop.MongoInputFormat;
import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat;
import com.mongodb.hadoop.util.MongoConfigUtil;
public class CopyFromMongodbToHDFS {
public static class ImportWeblogsFromMongo extends
Mapper<LongWritable, Text, Text, Text> {
public void map(Object key, BSONObject value, Context context)
throws IOException, InterruptedException {
System.out.println("Key: " + key);
System.out.println("Value: " + value);
String md5 = value.get("md5").toString();
String url = value.get("url").toString();
String date = value.get("date").toString();
String time = value.get("time").toString();
String ip = value.get("ip").toString();
String output = "\t" + url + "\t" + date + "\t" + time + "\t" + ip;
context.write(new Text(md5), new Text(output));
}
}
public static void main(String[] args) throws IOException,
InterruptedException, ClassNotFoundException {
Configuration conf = new Configuration();
MongoConfigUtil.setInputURI(conf,
"mongodb://127.0.0.1:27017/test.mylogs");
System.out.println("Configuration: " + conf);
@SuppressWarnings("deprecation")
Job job = new Job(conf, "Mongo Import");
Path out = new Path("/user/cloudera/test1/logs.txt");
FileOutputFormat.setOutputPath(job, out);
job.setJarByClass(CopyFromMongodbToHDFS.class);
job.setMapperClass(ImportWeblogsFromMongo.class);
job.setOutputKeyClass(ObjectId.class);
job.setOutputValueClass(BSONObject.class);
job.setInputFormatClass(MongoInputFormat.class);
job.setOutputFormatClass(TextOutputFormat.class);
job.setNumReduceTasks(0);
System.exit(job.waitForCompletion(true) ? 0 : 1);
}
}