001 package org.apache.lucene.demo.facet;
002
003 import java.io.IOException;
004 import java.util.ArrayList;
005 import java.util.List;
006
007 import org.apache.lucene.analysis.core.WhitespaceAnalyzer;
008 import org.apache.lucene.document.Document;
009 import org.apache.lucene.facet.index.FacetFields;
010 import org.apache.lucene.facet.params.FacetSearchParams;
011 import org.apache.lucene.facet.search.CountFacetRequest;
012 import org.apache.lucene.facet.search.DrillDownQuery;
013 import org.apache.lucene.facet.search.FacetResult;
014 import org.apache.lucene.facet.search.FacetsCollector;
015 import org.apache.lucene.facet.taxonomy.CategoryPath;
016 import org.apache.lucene.facet.taxonomy.TaxonomyReader;
017 import org.apache.lucene.facet.taxonomy.directory.DirectoryTaxonomyReader;
018 import org.apache.lucene.facet.taxonomy.directory.DirectoryTaxonomyWriter;
019 import org.apache.lucene.index.DirectoryReader;
020 import org.apache.lucene.index.IndexWriter;
021 import org.apache.lucene.index.IndexWriterConfig;
022 import org.apache.lucene.search.IndexSearcher;
023 import org.apache.lucene.search.MatchAllDocsQuery;
024 import org.apache.lucene.store.Directory;
025 import org.apache.lucene.store.RAMDirectory;
026
027 /*
028 * Licensed to the Apache Software Foundation (ASF) under one or more
029 * contributor license agreements. See the NOTICE file distributed with
030 * this work for additional information regarding copyright ownership.
031 * The ASF licenses this file to You under the Apache License, Version 2.0
032 * (the "License"); you may not use this file except in compliance with
033 * the License. You may obtain a copy of the License at
034 *
035 * http://www.apache.org/licenses/LICENSE-2.0
036 *
037 * Unless required by applicable law or agreed to in writing, software
038 * distributed under the License is distributed on an "AS IS" BASIS,
039 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
040 * See the License for the specific language governing permissions and
041 * limitations under the License.
042 */
043
044 /** Shows simple usage of faceted indexing and search. */
045 public class SimpleFacetsExample {
046
047 private final Directory indexDir = new RAMDirectory();
048 private final Directory taxoDir = new RAMDirectory();
049
050 /** Empty constructor */
051 public SimpleFacetsExample() {}
052
053 private void add(IndexWriter indexWriter, FacetFields facetFields, String ... categoryPaths) throws IOException {
054 Document doc = new Document();
055
056 List<CategoryPath> paths = new ArrayList<CategoryPath>();
057 for (String categoryPath : categoryPaths) {
058 paths.add(new CategoryPath(categoryPath, '/'));
059 }
060 facetFields.addFields(doc, paths);
061 indexWriter.addDocument(doc);
062 }
063
064 /** Build the example index. */
065 private void index() throws IOException {
066 IndexWriter indexWriter = new IndexWriter(indexDir, new IndexWriterConfig(FacetExamples.EXAMPLES_VER,
067 new WhitespaceAnalyzer(FacetExamples.EXAMPLES_VER)));
068
069 // Writes facet ords to a separate directory from the main index
070 DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir, IndexWriterConfig.OpenMode.CREATE);
071
072 // Reused across documents, to add the necessary facet fields
073 FacetFields facetFields = new FacetFields(taxoWriter);
074
075 add(indexWriter, facetFields, "Author/Bob", "Publish Date/2010/10/15");
076 add(indexWriter, facetFields, "Author/Lisa", "Publish Date/2010/10/20");
077 add(indexWriter, facetFields, "Author/Lisa", "Publish Date/2012/1/1");
078 add(indexWriter, facetFields, "Author/Susan", "Publish Date/2012/1/7");
079 add(indexWriter, facetFields, "Author/Frank", "Publish Date/1999/5/5");
080
081 indexWriter.close();
082 taxoWriter.close();
083 }
084
085 /** User runs a query and counts facets. */
086 private List<FacetResult> search() throws IOException {
087 DirectoryReader indexReader = DirectoryReader.open(indexDir);
088 IndexSearcher searcher = new IndexSearcher(indexReader);
089 TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoDir);
090
091 // Count both "Publish Date" and "Author" dimensions
092 FacetSearchParams fsp = new FacetSearchParams(
093 new CountFacetRequest(new CategoryPath("Publish Date"), 10),
094 new CountFacetRequest(new CategoryPath("Author"), 10));
095
096 // Aggregatses the facet counts
097 FacetsCollector fc = FacetsCollector.create(fsp, searcher.getIndexReader(), taxoReader);
098
099 // MatchAllDocsQuery is for "browsing" (counts facets
100 // for all non-deleted docs in the index); normally
101 // you'd use a "normal" query, and use MultiCollector to
102 // wrap collecting the "normal" hits and also facets:
103 searcher.search(new MatchAllDocsQuery(), fc);
104
105 // Retrieve results
106 List<FacetResult> facetResults = fc.getFacetResults();
107
108 indexReader.close();
109 taxoReader.close();
110
111 return facetResults;
112 }
113
114 /** User drills down on 'Publish date/2010'. */
115 private List<FacetResult> drillDown() throws IOException {
116 DirectoryReader indexReader = DirectoryReader.open(indexDir);
117 IndexSearcher searcher = new IndexSearcher(indexReader);
118 TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoDir);
119
120 // Now user drills down on Publish Date/2010:
121 FacetSearchParams fsp = new FacetSearchParams(new CountFacetRequest(new CategoryPath("Author"), 10));
122 DrillDownQuery q = new DrillDownQuery(fsp.indexingParams, new MatchAllDocsQuery());
123 q.add(new CategoryPath("Publish Date/2010", '/'));
124 FacetsCollector fc = FacetsCollector.create(fsp, searcher.getIndexReader(), taxoReader);
125 searcher.search(q, fc);
126
127 // Retrieve results
128 List<FacetResult> facetResults = fc.getFacetResults();
129
130 indexReader.close();
131 taxoReader.close();
132
133 return facetResults;
134 }
135
136 /** Runs the search example. */
137 public List<FacetResult> runSearch() throws IOException {
138 index();
139 return search();
140 }
141
142 /** Runs the drill-down example. */
143 public List<FacetResult> runDrillDown() throws IOException {
144 index();
145 return drillDown();
146 }
147
148 /** Runs the search and drill-down examples and prints the results. */
149 public static void main(String[] args) throws Exception {
150 System.out.println("Facet counting example:");
151 System.out.println("-----------------------");
152 List<FacetResult> results = new SimpleFacetsExample().runSearch();
153 for (FacetResult res : results) {
154 System.out.println(res);
155 }
156
157 System.out.println("\n");
158 System.out.println("Facet drill-down example (Publish Date/2010):");
159 System.out.println("---------------------------------------------");
160 results = new SimpleFacetsExample().runDrillDown();
161 for (FacetResult res : results) {
162 System.out.println(res);
163 }
164 }
165
166 }