001package org.apache.lucene.demo.facet;
002
003/*
004 * Licensed to the Apache Software Foundation (ASF) under one or more
005 * contributor license agreements.  See the NOTICE file distributed with
006 * this work for additional information regarding copyright ownership.
007 * The ASF licenses this file to You under the Apache License, Version 2.0
008 * (the "License"); you may not use this file except in compliance with
009 * the License.  You may obtain a copy of the License at
010 *
011 *     http://www.apache.org/licenses/LICENSE-2.0
012 *
013 * Unless required by applicable law or agreed to in writing, software
014 * distributed under the License is distributed on an "AS IS" BASIS,
015 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
016 * See the License for the specific language governing permissions and
017 * limitations under the License.
018 */
019
020import java.io.IOException;
021import java.util.ArrayList;
022import java.util.List;
023
024import org.apache.lucene.analysis.core.WhitespaceAnalyzer;
025import org.apache.lucene.document.Document;
026import org.apache.lucene.facet.DrillDownQuery;
027import org.apache.lucene.facet.DrillSideways.DrillSidewaysResult;
028import org.apache.lucene.facet.DrillSideways;
029import org.apache.lucene.facet.FacetField;
030import org.apache.lucene.facet.FacetResult;
031import org.apache.lucene.facet.Facets;
032import org.apache.lucene.facet.FacetsCollector;
033import org.apache.lucene.facet.FacetsConfig;
034import org.apache.lucene.facet.taxonomy.FastTaxonomyFacetCounts;
035import org.apache.lucene.facet.taxonomy.TaxonomyReader;
036import org.apache.lucene.facet.taxonomy.directory.DirectoryTaxonomyReader;
037import org.apache.lucene.facet.taxonomy.directory.DirectoryTaxonomyWriter;
038import org.apache.lucene.index.DirectoryReader;
039import org.apache.lucene.index.IndexWriter;
040import org.apache.lucene.index.IndexWriterConfig;
041import org.apache.lucene.search.IndexSearcher;
042import org.apache.lucene.search.MatchAllDocsQuery;
043import org.apache.lucene.store.Directory;
044import org.apache.lucene.store.RAMDirectory;
045
046/** Shows simple usage of faceted indexing and search. */
047public class SimpleFacetsExample {
048
049  private final Directory indexDir = new RAMDirectory();
050  private final Directory taxoDir = new RAMDirectory();
051  private final FacetsConfig config = new FacetsConfig();
052
053  /** Empty constructor */
054  public SimpleFacetsExample() {
055    config.setHierarchical("Publish Date", true);
056  }
057  
058  /** Build the example index. */
059  private void index() throws IOException {
060    IndexWriter indexWriter = new IndexWriter(indexDir, new IndexWriterConfig(FacetExamples.EXAMPLES_VER, 
061        new WhitespaceAnalyzer(FacetExamples.EXAMPLES_VER)));
062
063    // Writes facet ords to a separate directory from the main index
064    DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
065
066    Document doc = new Document();
067    doc.add(new FacetField("Author", "Bob"));
068    doc.add(new FacetField("Publish Date", "2010", "10", "15"));
069    indexWriter.addDocument(config.build(taxoWriter, doc));
070
071    doc = new Document();
072    doc.add(new FacetField("Author", "Lisa"));
073    doc.add(new FacetField("Publish Date", "2010", "10", "20"));
074    indexWriter.addDocument(config.build(taxoWriter, doc));
075
076    doc = new Document();
077    doc.add(new FacetField("Author", "Lisa"));
078    doc.add(new FacetField("Publish Date", "2012", "1", "1"));
079    indexWriter.addDocument(config.build(taxoWriter, doc));
080
081    doc = new Document();
082    doc.add(new FacetField("Author", "Susan"));
083    doc.add(new FacetField("Publish Date", "2012", "1", "7"));
084    indexWriter.addDocument(config.build(taxoWriter, doc));
085
086    doc = new Document();
087    doc.add(new FacetField("Author", "Frank"));
088    doc.add(new FacetField("Publish Date", "1999", "5", "5"));
089    indexWriter.addDocument(config.build(taxoWriter, doc));
090    
091    indexWriter.close();
092    taxoWriter.close();
093  }
094
095  /** User runs a query and counts facets. */
096  private List<FacetResult> search() throws IOException {
097    DirectoryReader indexReader = DirectoryReader.open(indexDir);
098    IndexSearcher searcher = new IndexSearcher(indexReader);
099    TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoDir);
100
101    FacetsCollector fc = new FacetsCollector();
102
103    // MatchAllDocsQuery is for "browsing" (counts facets
104    // for all non-deleted docs in the index); normally
105    // you'd use a "normal" query:
106    FacetsCollector.search(searcher, new MatchAllDocsQuery(), 10, fc);
107
108    // Retrieve results
109    List<FacetResult> results = new ArrayList<FacetResult>();
110
111    // Count both "Publish Date" and "Author" dimensions
112    Facets facets = new FastTaxonomyFacetCounts(taxoReader, config, fc);
113    results.add(facets.getTopChildren(10, "Author"));
114    results.add(facets.getTopChildren(10, "Publish Date"));
115    
116    indexReader.close();
117    taxoReader.close();
118    
119    return results;
120  }
121  
122  /** User drills down on 'Publish Date/2010', and we
123   *  return facets for 'Author' */
124  private FacetResult drillDown() throws IOException {
125    DirectoryReader indexReader = DirectoryReader.open(indexDir);
126    IndexSearcher searcher = new IndexSearcher(indexReader);
127    TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoDir);
128
129    // Passing no baseQuery means we drill down on all
130    // documents ("browse only"):
131    DrillDownQuery q = new DrillDownQuery(config);
132
133    // Now user drills down on Publish Date/2010:
134    q.add("Publish Date", "2010");
135    FacetsCollector fc = new FacetsCollector();
136    FacetsCollector.search(searcher, q, 10, fc);
137
138    // Retrieve results
139    Facets facets = new FastTaxonomyFacetCounts(taxoReader, config, fc);
140    FacetResult result = facets.getTopChildren(10, "Author");
141
142    indexReader.close();
143    taxoReader.close();
144    
145    return result;
146  }
147
148  /** User drills down on 'Publish Date/2010', and we
149   *  return facets for both 'Publish Date' and 'Author',
150   *  using DrillSideways. */
151  private List<FacetResult> drillSideways() throws IOException {
152    DirectoryReader indexReader = DirectoryReader.open(indexDir);
153    IndexSearcher searcher = new IndexSearcher(indexReader);
154    TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoDir);
155
156    // Passing no baseQuery means we drill down on all
157    // documents ("browse only"):
158    DrillDownQuery q = new DrillDownQuery(config);
159
160    // Now user drills down on Publish Date/2010:
161    q.add("Publish Date", "2010");
162
163    DrillSideways ds = new DrillSideways(searcher, config, taxoReader);
164    DrillSidewaysResult result = ds.search(q, 10);
165
166    // Retrieve results
167    List<FacetResult> facets = result.facets.getAllDims(10);
168
169    indexReader.close();
170    taxoReader.close();
171    
172    return facets;
173  }
174
175  /** Runs the search example. */
176  public List<FacetResult> runSearch() throws IOException {
177    index();
178    return search();
179  }
180  
181  /** Runs the drill-down example. */
182  public FacetResult runDrillDown() throws IOException {
183    index();
184    return drillDown();
185  }
186
187  /** Runs the drill-sideways example. */
188  public List<FacetResult> runDrillSideways() throws IOException {
189    index();
190    return drillSideways();
191  }
192
193  /** Runs the search and drill-down examples and prints the results. */
194  public static void main(String[] args) throws Exception {
195    System.out.println("Facet counting example:");
196    System.out.println("-----------------------");
197    SimpleFacetsExample example = new SimpleFacetsExample();
198    List<FacetResult> results = example.runSearch();
199    System.out.println("Author: " + results.get(0));
200    System.out.println("Publish Date: " + results.get(1));
201    System.out.println("\n");
202    System.out.println("Facet drill-down example (Publish Date/2010):");
203    System.out.println("---------------------------------------------");
204    System.out.println("Author: " + example.runDrillDown());
205
206    System.out.println("\n");
207    System.out.println("Facet drill-sideways example (Publish Date/2010):");
208    System.out.println("---------------------------------------------");
209    for(FacetResult result : example.runDrillSideways()) {
210      System.out.println(result);
211    }
212  }
213  
214}