package com.fox.facet; import java.io.IOException;
import java.util.ArrayList;
import java.util.List; import org.apache.lucene.analysis.core.WhitespaceAnalyzer;
import org.apache.lucene.document.Document;
import org.apache.lucene.facet.index.FacetFields;
import org.apache.lucene.facet.params.FacetSearchParams;
import org.apache.lucene.facet.search.CountFacetRequest;
import org.apache.lucene.facet.search.DrillDownQuery;
import org.apache.lucene.facet.search.FacetResult;
import org.apache.lucene.facet.search.FacetsCollector;
import org.apache.lucene.facet.taxonomy.CategoryPath;
import org.apache.lucene.facet.taxonomy.TaxonomyReader;
import org.apache.lucene.facet.taxonomy.directory.DirectoryTaxonomyReader;
import org.apache.lucene.facet.taxonomy.directory.DirectoryTaxonomyWriter;
import org.apache.lucene.index.DirectoryReader;
import org.apache.lucene.index.IndexWriter;
import org.apache.lucene.index.IndexWriterConfig;
import org.apache.lucene.search.IndexSearcher;
import org.apache.lucene.search.MatchAllDocsQuery;
import org.apache.lucene.store.Directory;
import org.apache.lucene.store.RAMDirectory;
import org.apache.lucene.util.Version; /*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/ /** Shows simple usage of faceted indexing and search. */
public class SimpleFacetsExample { private final Directory indexDir = new RAMDirectory();
private final Directory taxoDir = new RAMDirectory(); /** Empty constructor */
public SimpleFacetsExample() {
} private void add(IndexWriter indexWriter, FacetFields facetFields, String... categoryPaths) throws IOException {
Document doc = new Document(); List<CategoryPath> paths = new ArrayList<CategoryPath>();
for (String categoryPath : categoryPaths) {
paths.add(new CategoryPath(categoryPath, '/'));
}
facetFields.addFields(doc, paths);
indexWriter.addDocument(doc);
} /** Build the example index. */
private void index() throws IOException {
IndexWriter indexWriter = new IndexWriter(indexDir, new IndexWriterConfig(Version.LUCENE_43, new WhitespaceAnalyzer(
Version.LUCENE_43))); // Writes facet ords to a separate directory from the main index
DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir); // Reused across documents, to add the necessary facet fields
FacetFields facetFields = new FacetFields(taxoWriter); add(indexWriter, facetFields, "Author/Bob", "Publish Date/2010/10/15");
add(indexWriter, facetFields, "Author/Lisa", "Publish Date/2010/10/20");
add(indexWriter, facetFields, "Author/Lisa", "Publish Date/2012/1/1");
add(indexWriter, facetFields, "Author/Susan", "Publish Date/2012/1/7");
add(indexWriter, facetFields, "Author/Frank", "Publish Date/1999/5/5"); indexWriter.close();
taxoWriter.close();
} /** User runs a query and counts facets. */
private List<FacetResult> search() throws IOException {
DirectoryReader indexReader = DirectoryReader.open(indexDir);
IndexSearcher searcher = new IndexSearcher(indexReader);
TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoDir); // Count both "Publish Date" and "Author" dimensions
FacetSearchParams fsp = new FacetSearchParams(new CountFacetRequest(new CategoryPath("Publish Date"), 10),
new CountFacetRequest(new CategoryPath("Author"), 10)); // Aggregatses the facet counts
FacetsCollector fc = FacetsCollector.create(fsp, searcher.getIndexReader(), taxoReader); // MatchAllDocsQuery is for "browsing" (counts facets
// for all non-deleted docs in the index); normally
// you'd use a "normal" query, and use MultiCollector to
// wrap collecting the "normal" hits and also facets:
searcher.search(new MatchAllDocsQuery(), fc); // Retrieve results
List<FacetResult> facetResults = fc.getFacetResults(); indexReader.close();
taxoReader.close(); return facetResults;
} /** User drills down on 'Publish Date/2010'. */
private List<FacetResult> drillDown() throws IOException {
DirectoryReader indexReader = DirectoryReader.open(indexDir);
IndexSearcher searcher = new IndexSearcher(indexReader);
TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoDir); // Now user drills down on Publish Date/2010:
FacetSearchParams fsp = new FacetSearchParams(new CountFacetRequest(new CategoryPath("Author"), 10));
DrillDownQuery q = new DrillDownQuery(fsp.indexingParams, new MatchAllDocsQuery());
q.add(new CategoryPath("Publish Date/2010", '/'));
FacetsCollector fc = FacetsCollector.create(fsp, searcher.getIndexReader(), taxoReader);
searcher.search(q, fc); // Retrieve results
List<FacetResult> facetResults = fc.getFacetResults(); indexReader.close();
taxoReader.close(); return facetResults;
} /** Runs the search example. */
public List<FacetResult> runSearch() throws IOException {
index();
return search();
} /** Runs the drill-down example. */
public List<FacetResult> runDrillDown() throws IOException {
index();
return drillDown();
} /** Runs the search and drill-down examples and prints the results. */
public static void main(String[] args) throws Exception {
System.out.println("Facet counting example:");
System.out.println("-----------------------");
List<FacetResult> results = new SimpleFacetsExample().runSearch();
for (FacetResult res : results) {
System.out.println(res);
} System.out.println("\n");
System.out.println("Facet drill-down example (Publish Date/2010):");
System.out.println("---------------------------------------------");
results = new SimpleFacetsExample().runDrillDown();
for (FacetResult res : results) {
System.out.println(res);
}
} }
Result:
Facet counting example:
-----------------------
Request: Publish Date nRes=10 nLbl=10
Num valid Descendants (up to specified depth): 3
Publish Date (0.0)
Publish Date/2012 (2.0)
Publish Date/2010 (2.0)
Publish Date/1999 (1.0)
Request: Author nRes=10 nLbl=10
Num valid Descendants (up to specified depth): 4
Author (0.0)
Author/Lisa (2.0)
Author/Frank (1.0)
Author/Susan (1.0)
Author/Bob (1.0) Facet drill-down example (Publish Date/2010):
---------------------------------------------
Request: Author nRes=10 nLbl=10
Num valid Descendants (up to specified depth): 2
Author (0.0)
Author/Lisa (1.0)
Author/Bob (1.0)