Package ivory.core.driver

Source Code of ivory.core.driver.PreprocessClueWebEnglishMultipleSegments

/*
* Ivory: A Hadoop toolkit for Web-scale information retrieval
*
* 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 ivory.core.driver;


import ivory.core.Constants;
import ivory.core.RetrievalEnvironment;
import ivory.core.preprocess.BuildIntDocVectors;
import ivory.core.preprocess.BuildIntDocVectorsForwardIndex;
import ivory.core.preprocess.BuildTermDocVectors;
import ivory.core.preprocess.BuildTermDocVectorsForwardIndex;
import ivory.core.preprocess.BuildTermIdMap;
import ivory.core.preprocess.GetTermCount;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.conf.Configured;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;
import org.apache.log4j.Logger;


@SuppressWarnings("deprecation")
public class PreprocessClueWebEnglishMultipleSegments extends Configured implements Tool {
  private static final Logger LOG = Logger.getLogger(PreprocessClueWebEnglishMultipleSegments.class);

  public int run(String[] args) throws Exception {
    if (args.length < 4) {
      System.out.println("usage: [index-path] [num-of-mappers] [num-of-reducers] [input-path]...");
      ToolRunner.printGenericCommandUsage(System.out);
      return -1;
    }

    String indexPath = args[0];
    int numMappers = Integer.parseInt(args[1]);
    int numReducers = Integer.parseInt(args[2]);

    StringBuilder sb = new StringBuilder(args[3]);
    if (args.length > 4) {
      for (int i = 4; i < args.length; i++) {
        sb.append(",");
        sb.append(args[i]);
      }
    }
    String collection = sb.toString();

    LOG.info("Tool name: PreprocessClueWebEnglishMultipleSegments");
    LOG.info(" - Index path: " + indexPath);
    LOG.info(" - Collections: " + collection);

    Configuration conf = new Configuration();
    FileSystem fs = FileSystem.get(conf);
    RetrievalEnvironment env = new RetrievalEnvironment(indexPath, fs);

    Path p = new Path(indexPath);
    if (!fs.exists(p)) {
      LOG.error("Error: index path doesn't exist!");
      return 0;
    }

    if (!fs.exists(env.getDocnoMappingData())) {
      LOG.error("Error: docno mapping data doesn't exist!");
      return 0;
    }

    conf.setInt(Constants.NumMapTasks, numMappers);
    conf.setInt(Constants.NumReduceTasks, numReducers);

    conf.set(Constants.CollectionName, "ClueWeb:English");
    conf.set(Constants.CollectionPath, collection);
    conf.set(Constants.IndexPath, indexPath);
    conf.set(Constants.InputFormat, org.apache.hadoop.mapred.SequenceFileInputFormat.class.getCanonicalName());
    conf.set(Constants.Tokenizer, ivory.core.tokenize.GalagoTokenizer.class.getCanonicalName());
    conf.set(Constants.DocnoMappingClass, edu.umd.cloud9.collection.clue.ClueWarcDocnoMapping.class.getCanonicalName());
    conf.set(Constants.DocnoMappingFile, env.getDocnoMappingData().toString());

    conf.setInt(Constants.DocnoOffset, 0);
    conf.setInt(Constants.MinDf, 50);
    conf.setInt(Constants.MaxDf, Integer.MAX_VALUE);
    conf.setInt(Constants.TermIndexWindow, 8);

    new BuildTermDocVectors(conf).run();
    new GetTermCount(conf).run();
    new BuildTermIdMap(conf).run();
    new BuildIntDocVectors(conf).run();

    new BuildIntDocVectorsForwardIndex(conf).run();
    new BuildTermDocVectorsForwardIndex(conf).run();

    return 0;
  }

  public static void main(String[] args) throws Exception {
    ToolRunner.run(new PreprocessClueWebEnglishMultipleSegments(), args);
  }
}
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