1 | /*
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2 | * GS2WekaDBSearch.java
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3 | * Copyright (C) 2011 New Zealand Digital Library, http://www.nzdl.org
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4 | *
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5 | * This program is free software; you can redistribute it and/or modify
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6 | * the Free Software Foundation; either version 2 of the License, or
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7 | * (at your option) any later version.
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8 | *
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9 | * This program is distributed in the hope that it will be useful,
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10 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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11 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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12 | * GNU General Public License for more details.
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13 | *
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14 | * You should have received a copy of the GNU General Public License
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15 | * along with this program; if not, write to the Free Software
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16 | * Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
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17 | */
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18 | package org.greenstone.gsdl3.service;
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19 |
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20 |
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21 | // Greenstone classes
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22 | import org.greenstone.gsdl3.util.*;
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23 |
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24 | // XML classes
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25 | import org.w3c.dom.Document;
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26 | import org.w3c.dom.Element;
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27 | import org.w3c.dom.NodeList;
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28 |
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29 | // java
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30 | import java.util.Vector;
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31 | import java.util.ArrayList;
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32 | import java.util.HashMap;
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33 | import java.util.Map;
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34 | import java.util.Set;
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35 | import java.util.Iterator;
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36 | import java.io.File;
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37 |
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38 | import org.apache.log4j.*;
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39 |
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40 | // To fit in with the class hierarchy that has been developed to data
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41 | // around music content based retrieval, the class name shifts from
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42 | // the external facing 'Recommender' suffix to using 'Query' and/or
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43 | // 'Search'
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44 |
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45 | public class GS2WekaDBSearch extends AbstractGS2AudioSearch {
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46 |
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47 | static Logger logger = Logger.getLogger (org.greenstone.gsdl3.service.GS2WekaDBSearch.class.getName ());
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48 |
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49 | protected static final String OFFSET_PARAM = "offset";
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50 | protected static final String LENGTH_PARAM = "length";
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51 | protected static final String RADIUS_PARAM = "radius";
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52 | protected static final String MAXDOCS_PARAM = "maxDocs";
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53 | protected static final String AROUSAL_PARAM = "arousal";
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54 | protected static final String VALENCE_PARAM = "valence";
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55 |
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56 | //protected static final String WEKA_MODEL_DEFAULT_DIRECTORY = "weka-model";
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57 | //protected static final String KNN_MODEL_FILENAME = "av-and-features-knn.ser";
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58 |
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59 | protected static final String WEKA_DB_DEFAULT_DIRECTORY = "wekaDB";
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60 | protected static final String KNN_FEATURES_FILENAME = "av-features.csv";
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61 |
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62 |
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63 | protected WekaDBWrapper wekadb_src = null;
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64 |
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65 | public GS2WekaDBSearch() {
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66 |
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67 | if(this.wekadb_src == null) {
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68 | logger.info("Initializing WekaDBWrapper");
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69 | this.wekadb_src = new WekaDBWrapper();
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70 | }
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71 | }
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72 |
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73 | /** do the actual query */
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74 | protected Element processAudioQuery (Element request) {
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75 |
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76 | // As the MG version needs to be java-synchronized (this inspiration for this class)
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77 | // And since it is not known how concurrent (thread-safe) Weka can be ...
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78 | // => Play it safe for now and restrict access to 'wekadb_src' using synchronized also
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79 | synchronized(this.wekadb_src) {
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80 | // Create a new (empty) result message ('doc' is in ServiceRack.java)
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81 | Document result_doc = XMLConverter.newDOM();
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82 | Element result = result_doc.createElement (GSXML.RESPONSE_ELEM);
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83 |
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84 | // Rather than QUERY_SERVICE use "TextQuery"
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85 | // => makes the result looks the same as a text query
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86 | result.setAttribute (GSXML.FROM_ATT, "TextQuery");
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87 | result.setAttribute (GSXML.TYPE_ATT, GSXML.REQUEST_TYPE_PROCESS);
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88 |
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89 | // Get the parameters of the request
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90 | Element param_list = (Element) GSXML.getChildByTagName (request, GSXML.PARAM_ELEM+GSXML.LIST_MODIFIER);
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91 | if (param_list == null) {
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92 | logger.error ("Weka AudioQuery request had no paramList.");
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93 | return result; // Return the empty result
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94 | }
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95 |
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96 | // Process the request parameters
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97 | HashMap params = GSXML.extractParams (param_list, false);
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98 |
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99 | // Make sure a query has been specified
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100 | String query = (String) params.get (QUERY_PARAM);
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101 | if (query == null || query.equals ("")) {
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102 | return result; // Return the empty result
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103 | }
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104 |
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105 | // If an index hasn't been specified, use the default
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106 | String index = (String) params.get (INDEX_PARAM);
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107 | if (index == null) {
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108 | index = WEKA_DB_DEFAULT_DIRECTORY;
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109 | }
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110 |
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111 | // The location of the Weka db index
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112 | String toplevel_index_dir = GSFile.collectionIndexDir (this.site_home, this.cluster_name);
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113 | String weka_db_index_dir = toplevel_index_dir + File.separatorChar + index;
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114 | String assoc_index_dir = toplevel_index_dir + File.separatorChar + "assoc"; // ****
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115 |
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116 | // set the Weka DB query parameters to the values the user has specified
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117 | setStandardQueryParams (params); // ****
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118 |
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119 | this.wekadb_src.runQuery(weka_db_index_dir, KNN_FEATURES_FILENAME, assoc_index_dir, query);
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120 | Vector docs = this.wekadb_src.getQueryResult();
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121 |
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122 | if (docs.isEmpty()) {
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123 | // something has gone wrong
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124 | GSXML.addError (result, "Couldn't query the Weka DB", GSXML.ERROR_TYPE_SYSTEM);
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125 | return result;
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126 | }
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127 | long totalDocs = docs.size();
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128 |
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129 | // Get the docnums out, and convert to HASH ids
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130 | if (docs.size () == 0) {
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131 | logger.error ("No results found...\n");
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132 | }
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133 |
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134 | // Create a metadata list to store information about the query results
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135 | Element metadata_list = result_doc.createElement (GSXML.METADATA_ELEM+GSXML.LIST_MODIFIER);
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136 | result.appendChild (metadata_list);
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137 |
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138 | // Add a metadata element specifying the number of matching documents
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139 | // because the total number is just the number returned, use numDocsReturned, not numDocsMatched
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140 | GSXML.addMetadata (metadata_list, "numDocsReturned", ""+totalDocs);
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141 | // add a metadata item to specify what actual query was done - eg if stuff was stripped out etc. and then we can use the query later, cos we don't know which parameter was the query
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142 | GSXML.addMetadata (metadata_list, "query", query);
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143 |
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144 | if (docs.size () > 0) {
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145 | // Create a document list to store the matching documents, and add them
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146 | Element document_list = result_doc.createElement (GSXML.DOC_NODE_ELEM+GSXML.LIST_MODIFIER);
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147 | result.appendChild (document_list);
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148 | for (int d = 0; d < docs.size (); d++) {
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149 | WekaDBDocInfo wdb_doc = (WekaDBDocInfo) docs.elementAt(d);
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150 |
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151 | String doc_id = wdb_doc.getDocID();
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152 | double rank = wdb_doc.getTopRank();
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153 | String offsets = wdb_doc.getOffsetList();
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154 |
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155 | Element doc_node = createDocNode (result_doc, doc_id, Double.toString (rank));
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156 | doc_node.setAttribute("frameOffset", offsets);
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157 |
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158 | document_list.appendChild (doc_node);
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159 | }
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160 | }
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161 |
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162 | // Create an empty term list as a place holder for the term information
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163 | Element term_list = result_doc.createElement (GSXML.TERM_ELEM+GSXML.LIST_MODIFIER);
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164 | result.appendChild (term_list);
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165 |
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166 | return result;
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167 | }//end of synchronized
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168 | }
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169 |
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170 | // should probably use a list rather than map
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171 | protected boolean setStandardQueryParams(HashMap params)
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172 | {
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173 | Set entries = params.entrySet();
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174 | Iterator i = entries.iterator();
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175 | while (i.hasNext()) {
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176 | Map.Entry m = (Map.Entry)i.next();
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177 | String name = (String)m.getKey();
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178 | String value = (String)m.getValue();
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179 |
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180 | if (name.equals(OFFSET_PARAM)) {
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181 | int offset = Integer.parseInt(value);
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182 | this.wekadb_src.setOffset(offset);
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183 | }
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184 | else if (name.equals(LENGTH_PARAM)) {
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185 | int length = Integer.parseInt(value);
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186 | this.wekadb_src.setLength(length);
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187 | }
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188 | else if (name.equals(RADIUS_PARAM)) {
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189 | double radius = Double.parseDouble(value);
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190 | this.wekadb_src.setRadius(radius);
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191 | }
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192 | else if (name.equals(MAXDOCS_PARAM)) {
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193 | int docs = Integer.parseInt(value);
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194 | this.wekadb_src.setMaxDocs(docs);
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195 | }
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196 | else if (name.equals(AROUSAL_PARAM)) {
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197 | double arousal = Double.parseDouble(value);
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198 | this.wekadb_src.setArousal(arousal);
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199 | }
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200 | else if (name.equals(VALENCE_PARAM)) {
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201 | double valence = Double.parseDouble(value);
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202 | this.wekadb_src.setValence(valence);
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203 | } // ignore any others
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204 | }
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205 | return true;
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206 | }
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207 |
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208 |
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209 | }
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210 |
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211 |
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