Package edu.ucla.sspace.mains

Source Code of edu.ucla.sspace.mains.DVWCWordsiMain

/*
* Copyright 2010 Keith Stevens
*
* This file is part of the S-Space package and is covered under the terms and
* conditions therein.
*
* The S-Space package is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License version 2 as published
* by the Free Software Foundation and distributed hereunder to you.
*
* THIS SOFTWARE IS PROVIDED "AS IS" AND NO REPRESENTATIONS OR WARRANTIES,
* EXPRESS OR IMPLIED ARE MADE.  BY WAY OF EXAMPLE, BUT NOT LIMITATION, WE MAKE
* NO REPRESENTATIONS OR WARRANTIES OF MERCHANT- ABILITY OR FITNESS FOR ANY
* PARTICULAR PURPOSE OR THAT THE USE OF THE LICENSED SOFTWARE OR DOCUMENTATION
* WILL NOT INFRINGE ANY THIRD PARTY PATENTS, COPYRIGHTS, TRADEMARKS OR OTHER
* RIGHTS.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*/

package edu.ucla.sspace.mains;

import edu.ucla.sspace.basis.BasisMapping;
import edu.ucla.sspace.basis.StringBasisMapping;

import edu.ucla.sspace.common.ArgOptions;
import edu.ucla.sspace.common.SemanticSpaceIO.SSpaceFormat;

import edu.ucla.sspace.hal.LinearWeighting;
import edu.ucla.sspace.hal.WeightingFunction;

import edu.ucla.sspace.util.ReflectionUtil;

import edu.ucla.sspace.wordsi.DependencyContextGenerator;
import edu.ucla.sspace.wordsi.OccurrenceDependencyContextGenerator;
import edu.ucla.sspace.wordsi.OrderingDependencyContextGenerator;
import edu.ucla.sspace.wordsi.PartOfSpeechDependencyContextGenerator;

import java.io.IOException;

import java.util.Collection;
import java.util.Iterator;


/**
* A dependency based executable class for running {@link Wordsi}{@link
* GenericWordsiMain} provides the core command line arguments and
* functionality.  This class provides the following additional arguments:
*
* <ul>
*   <li><u>Optional</u>
*     <ul>
*       </li> {@code -p}, {@code --pathAcceptor=CLASSNAME} Specifies the {@link
*       DependencyPathAcceptor} to use when validating paths as features.
*       (Default: {@link UniversalPathAcceptor})
*      
*       </li> {@code -W}, {@code --weightingFunction=CLASSNAME} Specifies the
*       class that will weight dependency paths.
*      
*       </li> {@code -b}, {@code --basisMapping=CLASSNAME} Specifies the class
*       that deterine what aspect of a {@link DependencyPath} will as a feature
*       in the word space. (Default: {@link WordBasedBasisMapping})
*     </ul>
*   </li>
* </ul>
*
* @author Keith Stevens
*/
public class DVWCWordsiMain extends DVWordsiMain {

    /**
     * The {@link BasisMapping} responsible for creating feature indices for
     * features keyed by strings, with each feature being described by a string.
     */
    private BasisMapping<String, String> basis;

    public static void main(String[] args) throws Exception {
        DVWCWordsiMain main = new DVWCWordsiMain();
        main.run(args);
    }

    /**
     * {@inheritDoc}
     */
    protected void addExtraOptions(ArgOptions options) {
        super.addExtraOptions(options);

        options.addOption('H', "usePartsOfSpeech",
                          "If provided, parts of speech will be used as part " +
                          "of the word occurrence features.",
                          false, null, "Optional");
        options.addOption('O', "useWordOrdering",
                          "If provided, parts of speech will be used as part " +
                          "of the word occurrence features.",
                          false, null, "Optional");
    }

    /**
     * {@inheritDoc}
     */
    protected void handleExtraOptions() {
        // If the -L option is given, load the basis mapping from disk.
        if (argOptions.hasOption('L')) {
            basis = loadObject(openLoadFile());
            basis.setReadOnly(true);
        } else
            basis = new StringBasisMapping();
    }

    /**
     * {@inheritDoc}
     */
    protected void postProcessing() {
        if (argOptions.hasOption('S'))
            saveObject(openSaveFile(), basis);
    }

    /**
     * {@inheritDoc}
     */
    protected DependencyContextGenerator getContextGenerator() {
        if (argOptions.hasOption('H'))
            return new PartOfSpeechDependencyContextGenerator(
                    basis, windowSize());
        if (argOptions.hasOption('O'))
            return new OrderingDependencyContextGenerator(
                    basis, windowSize());
        return new OccurrenceDependencyContextGenerator(basis, windowSize());
    }
}
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