Java tutorial
package br.ufpe.cin.srmqnlp; /* * 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 */ import java.text.NumberFormat; import java.util.Collection; import java.util.Map; import org.apache.commons.lang.StringUtils; import org.carrot2.core.Cluster; import org.carrot2.core.Document; import org.carrot2.core.ProcessingResult; import org.carrot2.core.attribute.CommonAttributesDescriptor; /** * Simple console formatter for dumping {@link ProcessingResult}. */ public class CarrotConsoleFormatter { public static void displayResults(ProcessingResult processingResult) { final Collection<Document> documents = processingResult.getDocuments(); final Collection<Cluster> clusters = processingResult.getClusters(); final Map<String, Object> attributes = processingResult.getAttributes(); // Show documents if (documents != null) { displayDocuments(documents); } // Show clusters if (clusters != null) { displayClusters(clusters); } // Show attributes other attributes displayAttributes(attributes); } public static void displayDocuments(final Collection<Document> documents) { System.out.println("Collected " + documents.size() + " documents\n"); for (final Document document : documents) { displayDocument(0, document); } } public static void displayAttributes(final Map<String, Object> attributes) { System.out.println("Attributes:"); String DOCUMENTS_ATTRIBUTE = CommonAttributesDescriptor.Keys.DOCUMENTS; String CLUSTERS_ATTRIBUTE = CommonAttributesDescriptor.Keys.CLUSTERS; for (final Map.Entry<String, Object> attribute : attributes.entrySet()) { if (!DOCUMENTS_ATTRIBUTE.equals(attribute.getKey()) && !CLUSTERS_ATTRIBUTE.equals(attribute.getKey())) { System.out.println(attribute.getKey() + ": " + attribute.getValue()); } } } public static void displayClusters(final Collection<Cluster> clusters) { displayClusters(clusters, Integer.MAX_VALUE); } public static void displayClusters(final Collection<Cluster> clusters, int maxNumberOfDocumentsToShow) { displayClusters(clusters, maxNumberOfDocumentsToShow, ClusterDetailsFormatter.INSTANCE); } public static void displayClusters(final Collection<Cluster> clusters, int maxNumberOfDocumentsToShow, ClusterDetailsFormatter clusterDetailsFormatter) { System.out.println("\n\nCreated " + clusters.size() + " clusters\n"); int clusterNumber = 1; for (final Cluster cluster : clusters) { displayCluster(0, "" + clusterNumber++, cluster, maxNumberOfDocumentsToShow, clusterDetailsFormatter); } } private static void displayDocument(final int level, Document document) { final String indent = getIndent(level); System.out.printf(indent + "[%2s] ", document.getStringId()); System.out.println(document.getField(Document.TITLE)); final String url = document.getField(Document.CONTENT_URL); if (StringUtils.isNotBlank(url)) { System.out.println(indent + " " + url); } System.out.println(); } private static void displayCluster(final int level, String tag, Cluster cluster, int maxNumberOfDocumentsToShow, ClusterDetailsFormatter clusterDetailsFormatter) { final String label = cluster.getLabel(); // indent up to level and display this cluster's description phrase for (int i = 0; i < level; i++) { System.out.print(" "); } System.out.println(label + " " + clusterDetailsFormatter.formatClusterDetails(cluster)); // if this cluster has documents, display three topmost documents. int documentsShown = 0; for (final Document document : cluster.getDocuments()) { if (documentsShown >= maxNumberOfDocumentsToShow) { break; } displayDocument(level + 1, document); documentsShown++; } if (maxNumberOfDocumentsToShow > 0 && (cluster.getDocuments().size() > documentsShown)) { System.out.println(getIndent(level + 1) + "... and " + (cluster.getDocuments().size() - documentsShown) + " more\n"); } // finally, if this cluster has subclusters, descend into recursion. final int num = 1; for (final Cluster subcluster : cluster.getSubclusters()) { displayCluster(level + 1, tag + "." + num, subcluster, maxNumberOfDocumentsToShow, clusterDetailsFormatter); } } private static String getIndent(final int level) { final StringBuilder indent = new StringBuilder(); for (int i = 0; i < level; i++) { indent.append(" "); } return indent.toString(); } public static class ClusterDetailsFormatter { public final static ClusterDetailsFormatter INSTANCE = new ClusterDetailsFormatter(); protected NumberFormat numberFormat; public ClusterDetailsFormatter() { numberFormat = NumberFormat.getInstance(); numberFormat.setMaximumFractionDigits(2); } public String formatClusterDetails(Cluster cluster) { final Double score = cluster.getScore(); return "(" + cluster.getAllDocuments().size() + " docs" + (score != null ? ", score: " + numberFormat.format(score) : "") + ")"; } } }