/**
* 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 org.apache.mahout.classifier.bayes.mapreduce.common;
import java.io.IOException;
import org.apache.commons.cli2.CommandLine;
import org.apache.commons.cli2.Group;
import org.apache.commons.cli2.Option;
import org.apache.commons.cli2.OptionException;
import org.apache.commons.cli2.builder.GroupBuilder;
import org.apache.commons.cli2.commandline.Parser;
import org.apache.hadoop.fs.Path;
import org.apache.mahout.classifier.bayes.BayesParameters;
import org.apache.mahout.classifier.bayes.mapreduce.bayes.BayesDriver;
import org.apache.mahout.common.CommandLineUtil;
import org.apache.mahout.common.commandline.DefaultOptionCreator;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
/**
* Base class for executing the Bayes Map/Reduce Jobs
*
*/
public final class JobExecutor {
/** Logger for this class. */
private static final Logger log = LoggerFactory.getLogger(BayesDriver.class);
private JobExecutor() { }
/**
* Execute a bayes classification job. Input and output path are parsed from the input parameters.
*
* @param args
* input parameters.
* @param job
* the job to execute.
* @throws Exception
* any exception thrown at job execution.
* */
public static void execute(String[] args, BayesJob job) throws IOException {
GroupBuilder gbuilder = new GroupBuilder();
Option inputOpt = DefaultOptionCreator.inputOption().create();
Option outputOpt = DefaultOptionCreator.outputOption().create();
Option helpOpt = DefaultOptionCreator.helpOption();
Group group = gbuilder.withName("Options").withOption(inputOpt).withOption(outputOpt).withOption(helpOpt)
.create();
try {
Parser parser = new Parser();
parser.setGroup(group);
CommandLine cmdLine = parser.parse(args);
if (cmdLine.hasOption(helpOpt)) {
CommandLineUtil.printHelp(group);
return;
}
Path input = new Path(cmdLine.getValue(inputOpt).toString());
Path output = new Path(cmdLine.getValue(outputOpt).toString());
BayesParameters bayesParams = new BayesParameters();
bayesParams.setGramSize(1);
job.runJob(input, output, bayesParams);
} catch (OptionException e) {
log.error(e.getMessage());
CommandLineUtil.printHelp(group);
}
}
}