ivory.driver.PreprocessClueWebEnglish.java Source code

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Here is the source code for ivory.driver.PreprocessClueWebEnglish.java

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/*
 * 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.driver;

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

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;

public class PreprocessClueWebEnglish extends Configured implements Tool {
    private static final Logger sLogger = Logger.getLogger(PreprocessClueWebEnglish.class);

    public static int[] SegmentDocCounts = new int[] { 3382356, 50220423, 51577077, 50547493, 52311060, 50756858,
            50559093, 52472358, 49545346, 50738874, 45175228 };

    public static int[] DocnoOffsets = new int[] { 0, 0, 50220423, 101797500, 152344993, 204656053, 255412911,
            305972004, 358444362, 407989708, 458728582 };

    private static int printUsage() {
        System.out.println("usage: [input-path] [index-path] [segment-num] [num-of-mappers] [num-of-reducers]");
        ToolRunner.printGenericCommandUsage(System.out);
        return -1;
    }

    /**
     * Runs this tool.
     */
    public int run(String[] args) throws Exception {
        if (args.length != 5) {
            printUsage();
            return -1;
        }

        String collection = args[0];
        String indexPath = args[1];
        int segment = Integer.parseInt(args[2]);
        int numMappers = Integer.parseInt(args[3]);
        int numReducers = Integer.parseInt(args[4]);

        sLogger.info("Tool name: BuildIndexClueWebEnglish");
        sLogger.info(" - Collection path: " + collection);
        sLogger.info(" - Index path: " + indexPath);
        sLogger.info(" - segement number: " + segment);

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

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

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

        conf.setInt("Ivory.NumMapTasks", numMappers);
        conf.setInt("Ivory.NumReduceTasks", numReducers);

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

        conf.setInt("Ivory.DocnoOffset", DocnoOffsets[segment]);
        conf.setInt("Ivory.MinDf", 10);
        conf.setInt("Ivory.MaxDf", Integer.MAX_VALUE);
        conf.setInt("Ivory.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;
    }

    /**
     * Dispatches command-line arguments to the tool via the
     * <code>ToolRunner</code>.
     */
    public static void main(String[] args) throws Exception {
        int res = ToolRunner.run(new PreprocessClueWebEnglish(), args);
        System.exit(res);
    }
}