org.carrot2.examples.core.LoadingAttributeValuesFromXml.java Source code

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Here is the source code for org.carrot2.examples.core.LoadingAttributeValuesFromXml.java

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/*
 * Carrot2 project.
 *
 * Copyright (C) 2002-2014, Dawid Weiss, Stanisaw Osiski.
 * All rights reserved.
 *
 * Refer to the full license file "carrot2.LICENSE"
 * in the root folder of the repository checkout or at:
 * http://www.carrot2.org/carrot2.LICENSE
 */

package org.carrot2.examples.core;

import java.io.InputStream;
import java.util.Map;

import org.carrot2.clustering.lingo.LingoClusteringAlgorithm;
import org.carrot2.core.Controller;
import org.carrot2.core.ControllerFactory;
import org.carrot2.core.ProcessingResult;
import org.carrot2.core.attribute.CommonAttributesDescriptor;
import org.carrot2.examples.ConsoleFormatter;
import org.carrot2.examples.SampleDocumentData;
import org.carrot2.util.CloseableUtils;
import org.carrot2.util.attribute.AttributeValueSets;

import com.google.common.collect.Lists;
import com.google.common.collect.Maps;

/**
 * This example shows how load a set of attribute values from an XML stream.
 * 
 * @see SavingAttributeValuesToXml
 * @see <a href="http://download.carrot2.org/head/manual/#section.customizing.component-suites-and-attributes.saving-with-workbench">Saving attributes to XML using Carrot2 Document Clustering Workbench</a>
 */
public class LoadingAttributeValuesFromXml {
    public static void main(String[] args) throws Exception {
        InputStream xmlStream = null;
        try {
            xmlStream = LoadingAttributeValuesFromXml.class.getResourceAsStream("algorithm-lingo-attributes.xml");

            // Load attribute value sets from the XML stream
            final AttributeValueSets attributeValueSets = AttributeValueSets.deserialize(xmlStream);

            // Get the desired set of attribute values for use with further processing
            final Map<String, Object> defaultAttributes = attributeValueSets.getDefaultAttributeValueSet()
                    .getAttributeValues();

            final Map<String, Object> fasterClusteringAttributes = attributeValueSets
                    .getAttributeValueSet("faster-clustering").getAttributeValues();

            // Perform processing using the attribute values
            final Controller controller = ControllerFactory.createSimple();

            // Initialize the controller with one attribute set
            controller.init(fasterClusteringAttributes);

            // Perform clustering using the attribute set provided at initialization time
            Map<String, Object> requestAttributes = Maps.newHashMap();
            CommonAttributesDescriptor.attributeBuilder(requestAttributes)
                    .documents(Lists.newArrayList(SampleDocumentData.DOCUMENTS_DATA_MINING)).query("data mining");
            ProcessingResult results = controller.process(requestAttributes, LingoClusteringAlgorithm.class);
            ConsoleFormatter.displayClusters(results.getClusters());

            // Perform clustering using some other attribute set, in this case the
            // one that is the default in the XML file.
            requestAttributes = CommonAttributesDescriptor.attributeBuilder(Maps.newHashMap(defaultAttributes))
                    .documents(Lists.newArrayList(SampleDocumentData.DOCUMENTS_DATA_MINING))
                    .query("data mining").map;

            results = controller.process(requestAttributes, LingoClusteringAlgorithm.class);
            ConsoleFormatter.displayClusters(results.getClusters());
        } finally {
            CloseableUtils.close(xmlStream);
        }
    }
}