lucene 4.0 - Facet demo
package com.fox.facet; import java.io.File; import java.io.IOException; import java.util.ArrayList; import java.util.Arrays; import java.util.List; import org.apache.lucene.analysis.Analyzer; import org.apache.lucene.analysis.standard.StandardAnalyzer; import org.apache.lucene.document.Document; import org.apache.lucene.document.Field.Store; import org.apache.lucene.document.StringField; import org.apache.lucene.facet.index.CategoryDocumentBuilder; import org.apache.lucene.facet.search.FacetsCollector; import org.apache.lucene.facet.search.params.CountFacetRequest; import org.apache.lucene.facet.search.params.FacetSearchParams; import org.apache.lucene.facet.search.results.FacetResult; import org.apache.lucene.facet.search.results.FacetResultNode; import org.apache.lucene.facet.taxonomy.CategoryPath; import org.apache.lucene.facet.taxonomy.TaxonomyReader; import org.apache.lucene.facet.taxonomy.TaxonomyWriter; 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.IndexReader; import org.apache.lucene.index.IndexWriter; import org.apache.lucene.index.IndexWriterConfig; import org.apache.lucene.index.IndexWriterConfig.OpenMode; import org.apache.lucene.index.Term; import org.apache.lucene.search.IndexSearcher; import org.apache.lucene.search.MultiCollector; import org.apache.lucene.search.Query; import org.apache.lucene.search.TermQuery; import org.apache.lucene.search.TopScoreDocCollector; import org.apache.lucene.store.Directory; import org.apache.lucene.store.FSDirectory; import org.apache.lucene.util.Version; public class FacetingExample { private static final String INDEX = "d:/facet/index"; private static final String INDEX_TAXO = "d:/facet/taxo"; public static void main(final String[] args) throws IOException { Directory dir = FSDirectory.open(new File(INDEX)); Directory taxoDir = FSDirectory.open(new File(INDEX_TAXO)); Analyzer analyzer = new StandardAnalyzer(Version.LUCENE_40); IndexWriterConfig iwc = new IndexWriterConfig(Version.LUCENE_40, analyzer); iwc.setOpenMode(OpenMode.CREATE); IndexWriter writer = new IndexWriter(dir, iwc); TaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir, OpenMode.CREATE_OR_APPEND); List<Book> books = Arrays.asList(new Book("Tom Sawyer", "Mark Twain", "1840", "Novel"), new Book("Collected Tales", "Mark Twain", "1850", "Novel"), new Book("The Trial", "Franz Kafka", "1901", "Novel"), new Book("Some book", "Some author", "1901", "Novel")); createDocuments(writer, taxoWriter, books); taxoWriter.commit(); writer.commit(); writer.close(); taxoWriter.close(); IndexReader indexReader = DirectoryReader.open(dir); IndexSearcher searcher = new IndexSearcher(indexReader); TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoDir); Query q = new TermQuery(new Term("category", "Novel")); TopScoreDocCollector tdc = TopScoreDocCollector.create(10, true); FacetSearchParams facetSearchParams = new FacetSearchParams(); facetSearchParams.addFacetRequest(new CountFacetRequest(new CategoryPath("author"), 10)); facetSearchParams.addFacetRequest(new CountFacetRequest(new CategoryPath("category"), 10)); facetSearchParams.addFacetRequest(new CountFacetRequest(new CategoryPath("published"), 10)); FacetsCollector facetsCollector = new FacetsCollector(facetSearchParams, indexReader, taxoReader); searcher.search(q, MultiCollector.wrap(tdc, facetsCollector)); List<FacetResult> res = facetsCollector.getFacetResults(); System.out.println("Search for books with the category:Novel returned : " + res.size() + " results\n---------------------------------"); for (final FacetResult r : res) { System.out.println("\nMatching " + r.getFacetResultNode().getLabel() + ":\n------------------------------------"); for (FacetResultNode n : r.getFacetResultNode().getSubResults()) { System.out.println(String.format("\t%s: %.0f", n.getLabel().lastComponent(), n.getValue())); } } } private static void createDocuments(final IndexWriter writer, final TaxonomyWriter taxoWriter, final List<Book> books) throws IOException { for (final Book b : books) { Document doc = new Document(); doc.add(new StringField("title", b.getTitle(), Store.YES)); doc.add(new StringField("category", b.getCategory(), Store.YES)); List<CategoryPath> categories = new ArrayList<CategoryPath>(); categories.add(new CategoryPath("author", b.getAuthor())); categories.add(new CategoryPath("category", b.getCategory())); categories.add(new CategoryPath("published", b.getPublished())); CategoryDocumentBuilder categoryDocBuilder = new CategoryDocumentBuilder(taxoWriter); categoryDocBuilder.setCategoryPaths(categories); categoryDocBuilder.build(doc); writer.addDocument(doc); } } } class Book { private final String title; private final String author; private final String published; private final String category; public Book(final String title, final String author, final String published, final String category) { this.title = title; this.author = author; this.published = published; this.category = category; } public String getTitle() { return title; } public String getAuthor() { return author; } public String getPublished() { return published; } public String getCategory() { return category; } }
Result
Search for books with the category:Novel returned : 3 results --------------------------------- Matching author: ------------------------------------ Mark Twain: 2 Some author: 1 Franz Kafka: 1 Matching category: ------------------------------------ Novel: 4 Matching published: ------------------------------------ 1901: 2 1850: 1 1840: 1
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