com.digitalpebble.behemoth.languageidentification.LanguageIdDriver.java Source code

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Here is the source code for com.digitalpebble.behemoth.languageidentification.LanguageIdDriver.java

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/**
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file distributed with
 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You 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 com.digitalpebble.behemoth.languageidentification;

import java.io.BufferedReader;
import java.io.InputStreamReader;

import org.apache.commons.cli.CommandLine;
import org.apache.commons.cli.CommandLineParser;
import org.apache.commons.cli.GnuParser;
import org.apache.commons.cli.HelpFormatter;
import org.apache.commons.cli.Options;
import org.apache.commons.cli.ParseException;

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.io.Text;
import org.apache.hadoop.mapred.FileInputFormat;
import org.apache.hadoop.mapred.FileOutputFormat;
import org.apache.hadoop.mapred.JobClient;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.SequenceFileInputFormat;
import org.apache.hadoop.mapred.SequenceFileOutputFormat;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import com.digitalpebble.behemoth.BehemothConfiguration;
import com.digitalpebble.behemoth.BehemothDocument;
import com.digitalpebble.behemoth.BehemothReducer;
import com.digitalpebble.behemoth.DocumentFilter;

public class LanguageIdDriver extends Configured implements Tool {
    private transient static Logger log = LoggerFactory.getLogger(LanguageIdDriver.class);

    public LanguageIdDriver() {
        super(null);
    }

    public LanguageIdDriver(Configuration conf) {
        super(conf);
    }

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

    public int run(String[] args) throws Exception {

        final FileSystem fs = FileSystem.get(getConf());

        Options options = new Options();
        // automatically generate the help statement
        HelpFormatter formatter = new HelpFormatter();
        // create the parser
        CommandLineParser parser = new GnuParser();

        options.addOption("h", "help", false, "print this message");
        options.addOption("i", "input", true, "input file or directory");
        options.addOption("o", "output", true, "output Behemoth corpus");
        options.addOption("w", "overwrite", false, "overwrite the output");

        Path inputPath = null;
        Path outputPath = null;

        boolean overWrite = false;

        // parse the command line arguments
        CommandLine cmdLine = null;
        try {
            cmdLine = parser.parse(options, args);
            String input = cmdLine.getOptionValue("i");
            String output = cmdLine.getOptionValue("o");
            if (cmdLine.hasOption("help")) {
                formatter.printHelp("LanguageIdDriver", options);
                return 0;
            }
            if (input == null | output == null) {
                formatter.printHelp("LanguageIdDriver", options);
                return -1;
            }
            inputPath = new Path(input);
            outputPath = new Path(output);
            if (cmdLine.hasOption("overwrite")) {
                overWrite = true;
            }
        } catch (ParseException e) {
            formatter.printHelp("LanguageIdDriver", options);
        }

        // check whether needs overwriting
        if (FileSystem.get(outputPath.toUri(), getConf()).exists(outputPath)) {
            if (!overWrite) {
                System.out.println("Output path " + outputPath + " already exists. Use option -w to overwrite.");
                return 0;
            } else
                fs.delete(outputPath, true);
        }

        JobConf job = new JobConf(getConf());
        job.setJarByClass(this.getClass());

        job.setJobName("Processing with Language Identifier");

        job.setInputFormat(SequenceFileInputFormat.class);
        job.setOutputFormat(SequenceFileOutputFormat.class);

        job.setMapOutputKeyClass(Text.class);
        job.setMapOutputValueClass(BehemothDocument.class);
        job.setOutputKeyClass(Text.class);
        job.setOutputValueClass(BehemothDocument.class);

        job.setMapperClass(LanguageIdMapper.class);

        job.setNumReduceTasks(0);

        FileInputFormat.addInputPath(job, inputPath);
        FileOutputFormat.setOutputPath(job, outputPath);

        try {
            long start = System.currentTimeMillis();
            JobClient.runJob(job);
            long finish = System.currentTimeMillis();
            if (log.isInfoEnabled()) {
                log.info("LanguagedIdDriver completed. Timing: " + (finish - start) + " ms");
            }
        } catch (Exception e) {
            log.error(e.getMessage(), e);
            fs.delete(outputPath, true);
            return -1;
        } finally {
        }

        return 0;
    }

}