Package co.nubetech.hiho.similarity.ngram

Source Code of co.nubetech.hiho.similarity.ngram.ScoreJob

/**
* Copyright 2011 Nube Technologies
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software distributed
* under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
* CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and limitations under the License.
*/
package co.nubetech.hiho.similarity.ngram;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.conf.Configured;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;
import org.apache.log4j.Logger;

public class ScoreJob extends Configured implements Tool {

  final static Logger logger = Logger
      .getLogger(co.nubetech.hiho.similarity.ngram.ScoreJob.class);

  @Override
  public int run(String[] arg0) throws Exception {
    Configuration conf = getConf();
    Job job = new Job(conf);
    job.setJobName("Score job");
    job.setJarByClass(ScoreJob.class);

    Class inputFormatClass = Class
        .forName("org.apache.hadoop.mapreduce.lib.input.SequenceFileInputFormat");
    Class outputFormatClass = Class
        .forName("org.apache.hadoop.mapreduce.lib.output.SequenceFileOutputFormat");
    // org.apache.hadoop.mapreduce.lib.output.SequenceFileOutputFormat
    // org.apache.hadoop.mapreduce.lib.output.TextOutputFormat
    Class inputKeyClass = Class
        .forName("co.nubetech.hiho.similarity.ngram.ValuePair");
    Class inputValueClass = Class
        .forName("org.apache.hadoop.io.IntWritable");
    Class outputKeyClass = Class
        .forName("co.nubetech.hiho.similarity.ngram.ValuePair");
    Class outputValueClass = Class
        .forName("org.apache.hadoop.io.LongWritable");

    job.setMapperClass(ScoreMapper.class);
    job.setReducerClass(ScoreReducer.class);

    job.setInputFormatClass(inputFormatClass);
    job.setMapOutputKeyClass(inputKeyClass);
    job.setMapOutputValueClass(inputValueClass);

    job.setOutputKeyClass(outputKeyClass);
    job.setOutputValueClass(outputValueClass);
    job.setOutputFormatClass(outputFormatClass);

    FileInputFormat.setInputPaths(job, "outputOfNGramJob");
    FileOutputFormat.setOutputPath(job, new Path("outputOfScoreJob"));

    int ret = 0;
    try {
      ret = job.waitForCompletion(true) ? 0 : 1;
    } catch (Exception e) {
      e.printStackTrace();
    }
    return ret;
  }

  public static void main(String[] args) throws Exception {
    ScoreJob job = new ScoreJob();
    int res = ToolRunner.run(new Configuration(), job, args);
    System.exit(res);
  }

}
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