--- /dev/null
+package org.apache.lucene.facet.search;
+
+import java.io.IOException;
+import java.util.Iterator;
+import java.util.List;
+
+import org.apache.lucene.analysis.MockAnalyzer;
+import org.apache.lucene.analysis.MockTokenizer;
+import org.apache.lucene.index.CorruptIndexException;
+import org.apache.lucene.index.IndexReader;
+import org.apache.lucene.index.IndexWriterConfig;
+import org.apache.lucene.index.IndexWriterConfig.OpenMode;
+import org.apache.lucene.index.RandomIndexWriter;
+import org.apache.lucene.index.Term;
+import org.apache.lucene.index.TermDocs;
+import org.apache.lucene.search.IndexSearcher;
+import org.apache.lucene.search.MatchAllDocsQuery;
+import org.apache.lucene.search.Query;
+import org.apache.lucene.search.TopScoreDocCollector;
+import org.apache.lucene.store.Directory;
+import org.junit.Test;
+
+import org.apache.lucene.util.IOUtils;
+import org.apache.lucene.util.LuceneTestCase;
+import org.apache.lucene.search.MultiCollector;
+import org.apache.lucene.facet.FacetTestUtils;
+import org.apache.lucene.facet.index.params.CategoryListParams;
+import org.apache.lucene.facet.index.params.FacetIndexingParams;
+import org.apache.lucene.facet.index.params.PerDimensionIndexingParams;
+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;
+
+/**
+ * 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.
+ */
+
+public class TestMultipleCategoryLists extends LuceneTestCase {
+
+ @Test
+ public void testDefault() throws Exception {
+ Directory[][] dirs = getDirs();
+ // create and open an index writer
+ RandomIndexWriter iw = new RandomIndexWriter(random, dirs[0][0], newIndexWriterConfig(
+ TEST_VERSION_CURRENT, new MockAnalyzer(random, MockTokenizer.WHITESPACE, false)));
+ // create and open a taxonomy writer
+ TaxonomyWriter tw = new DirectoryTaxonomyWriter(dirs[0][1], OpenMode.CREATE);
+
+ /**
+ * Configure with no custom counting lists
+ */
+ PerDimensionIndexingParams iParams = new PerDimensionIndexingParams();
+
+ seedIndex(iw, tw, iParams);
+
+ IndexReader ir = iw.getReader();
+ tw.commit();
+
+ // prepare index reader and taxonomy.
+ TaxonomyReader tr = new DirectoryTaxonomyReader(dirs[0][1]);
+
+ // prepare searcher to search against
+ IndexSearcher searcher = newSearcher(ir);
+
+ FacetsCollector facetsCollector = performSearch(iParams, tr, ir,
+ searcher);
+
+ // Obtain facets results and hand-test them
+ assertCorrectResults(facetsCollector);
+
+ TermDocs td = ir.termDocs(new Term("$facets", "$fulltree$"));
+ assertTrue(td.next());
+
+ tr.close();
+ ir.close();
+ searcher.close();
+ iw.close();
+ tw.close();
+ IOUtils.close(dirs[0]);
+ }
+
+ @Test
+ public void testCustom() throws Exception {
+ Directory[][] dirs = getDirs();
+ // create and open an index writer
+ RandomIndexWriter iw = new RandomIndexWriter(random, dirs[0][0], newIndexWriterConfig(
+ TEST_VERSION_CURRENT, new MockAnalyzer(random, MockTokenizer.WHITESPACE, false)));
+ // create and open a taxonomy writer
+ TaxonomyWriter tw = new DirectoryTaxonomyWriter(dirs[0][1],
+ OpenMode.CREATE);
+
+ PerDimensionIndexingParams iParams = new PerDimensionIndexingParams();
+ iParams.addCategoryListParams(new CategoryPath("Author"),
+ new CategoryListParams(new Term("$author", "Authors")));
+ seedIndex(iw, tw, iParams);
+
+ IndexReader ir = iw.getReader();
+ tw.commit();
+
+ // prepare index reader and taxonomy.
+ TaxonomyReader tr = new DirectoryTaxonomyReader(dirs[0][1]);
+
+ // prepare searcher to search against
+ IndexSearcher searcher = newSearcher(ir);
+
+ FacetsCollector facetsCollector = performSearch(iParams, tr, ir,
+ searcher);
+
+ // Obtain facets results and hand-test them
+ assertCorrectResults(facetsCollector);
+
+ assertPostingListExists("$facets", "$fulltree$", ir);
+ assertPostingListExists("$author", "Authors", ir);
+
+ tr.close();
+ ir.close();
+ searcher.close();
+ iw.close();
+ tw.close();
+ IOUtils.close(dirs[0]);
+ }
+
+ @Test
+ public void testTwoCustomsSameField() throws Exception {
+ Directory[][] dirs = getDirs();
+ // create and open an index writer
+ RandomIndexWriter iw = new RandomIndexWriter(random, dirs[0][0], newIndexWriterConfig(
+ TEST_VERSION_CURRENT, new MockAnalyzer(random, MockTokenizer.WHITESPACE, false)));
+ // create and open a taxonomy writer
+ TaxonomyWriter tw = new DirectoryTaxonomyWriter(dirs[0][1],
+ OpenMode.CREATE);
+
+ PerDimensionIndexingParams iParams = new PerDimensionIndexingParams();
+ iParams.addCategoryListParams(new CategoryPath("Band"),
+ new CategoryListParams(new Term("$music", "Bands")));
+ iParams.addCategoryListParams(new CategoryPath("Composer"),
+ new CategoryListParams(new Term("$music", "Composers")));
+ seedIndex(iw, tw, iParams);
+
+ IndexReader ir = iw.getReader();
+ tw.commit();
+
+ // prepare index reader and taxonomy.
+ TaxonomyReader tr = new DirectoryTaxonomyReader(dirs[0][1]);
+
+ // prepare searcher to search against
+ IndexSearcher searcher = newSearcher(ir);
+
+ FacetsCollector facetsCollector = performSearch(iParams, tr, ir,
+ searcher);
+
+ // Obtain facets results and hand-test them
+ assertCorrectResults(facetsCollector);
+
+ assertPostingListExists("$facets", "$fulltree$", ir);
+ assertPostingListExists("$music", "Bands", ir);
+ assertPostingListExists("$music", "Composers", ir);
+
+ tr.close();
+ ir.close();
+ searcher.close();
+ iw.close();
+ tw.close();
+ IOUtils.close(dirs[0]);
+ }
+
+ private void assertPostingListExists(String field, String text, IndexReader ir) throws IOException {
+ TermDocs td;
+ Term term = new Term(field, text);
+ td = ir.termDocs(term);
+ assertTrue(td.next());
+ }
+
+ @Test
+ public void testDifferentFieldsAndText() throws Exception {
+ Directory[][] dirs = getDirs();
+ // create and open an index writer
+ RandomIndexWriter iw = new RandomIndexWriter(random, dirs[0][0], newIndexWriterConfig(
+ TEST_VERSION_CURRENT, new MockAnalyzer(random, MockTokenizer.WHITESPACE, false)));
+ // create and open a taxonomy writer
+ TaxonomyWriter tw = new DirectoryTaxonomyWriter(dirs[0][1], OpenMode.CREATE);
+
+ PerDimensionIndexingParams iParams = new PerDimensionIndexingParams();
+ iParams.addCategoryListParams(new CategoryPath("Band"),
+ new CategoryListParams(new Term("$bands", "Bands")));
+ iParams.addCategoryListParams(new CategoryPath("Composer"),
+ new CategoryListParams(new Term("$composers", "Composers")));
+ seedIndex(iw, tw, iParams);
+
+ IndexReader ir = iw.getReader();
+ tw.commit();
+
+ // prepare index reader and taxonomy.
+ TaxonomyReader tr = new DirectoryTaxonomyReader(dirs[0][1]);
+
+ // prepare searcher to search against
+ IndexSearcher searcher = newSearcher(ir);
+
+ FacetsCollector facetsCollector = performSearch(iParams, tr, ir,
+ searcher);
+
+ // Obtain facets results and hand-test them
+ assertCorrectResults(facetsCollector);
+ assertPostingListExists("$facets", "$fulltree$", ir);
+ assertPostingListExists("$bands", "Bands", ir);
+ assertPostingListExists("$composers", "Composers", ir);
+ tr.close();
+ ir.close();
+ searcher.close();
+ iw.close();
+ tw.close();
+ IOUtils.close(dirs[0]);
+ }
+
+ @Test
+ public void testSomeSameSomeDifferent() throws Exception {
+ Directory[][] dirs = getDirs();
+ // create and open an index writer
+ RandomIndexWriter iw = new RandomIndexWriter(random, dirs[0][0], newIndexWriterConfig(
+ TEST_VERSION_CURRENT, new MockAnalyzer(random, MockTokenizer.WHITESPACE, false)));
+ // create and open a taxonomy writer
+ TaxonomyWriter tw = new DirectoryTaxonomyWriter(dirs[0][1],
+ OpenMode.CREATE);
+
+ PerDimensionIndexingParams iParams = new PerDimensionIndexingParams();
+ iParams.addCategoryListParams(new CategoryPath("Band"),
+ new CategoryListParams(new Term("$music", "music")));
+ iParams.addCategoryListParams(new CategoryPath("Composer"),
+ new CategoryListParams(new Term("$music", "music")));
+ iParams.addCategoryListParams(new CategoryPath("Author"),
+ new CategoryListParams(new Term("$literature", "Authors")));
+
+ seedIndex(iw, tw, iParams);
+
+ IndexReader ir = iw.getReader();
+ tw.commit();
+
+ // prepare index reader and taxonomy.
+ TaxonomyReader tr = new DirectoryTaxonomyReader(dirs[0][1]);
+
+ // prepare searcher to search against
+ IndexSearcher searcher = newSearcher(ir);
+
+ FacetsCollector facetsCollector = performSearch(iParams, tr, ir,
+ searcher);
+
+ // Obtain facets results and hand-test them
+ assertCorrectResults(facetsCollector);
+ assertPostingListExists("$music", "music", ir);
+ assertPostingListExists("$literature", "Authors", ir);
+
+ tr.close();
+ ir.close();
+ searcher.close();
+ iw.close();
+ tw.close();
+ IOUtils.close(dirs[0]);
+ }
+
+ private Directory[][] getDirs() throws IOException {
+ return FacetTestUtils.createIndexTaxonomyDirs(1);
+ }
+
+ private void assertCorrectResults(FacetsCollector facetsCollector)
+ throws IOException, IllegalAccessException, InstantiationException {
+ List<FacetResult> res = facetsCollector.getFacetResults();
+
+ FacetResult results = res.get(0);
+ FacetResultNode resNode = results.getFacetResultNode();
+ Iterable<? extends FacetResultNode> subResults = resNode
+ .getSubResults();
+ Iterator<? extends FacetResultNode> subIter = subResults.iterator();
+
+ checkResult(resNode, "Band", 5.0);
+ checkResult(subIter.next(), "Band/Rock & Pop", 4.0);
+ checkResult(subIter.next(), "Band/Punk", 1.0);
+
+ results = res.get(1);
+ resNode = results.getFacetResultNode();
+ subResults = resNode.getSubResults();
+ subIter = subResults.iterator();
+
+ checkResult(resNode, "Band", 5.0);
+ checkResult(subIter.next(), "Band/Rock & Pop", 4.0);
+ checkResult(subIter.next(), "Band/Rock & Pop/Dave Matthews Band", 1.0);
+ checkResult(subIter.next(), "Band/Rock & Pop/REM", 1.0);
+ checkResult(subIter.next(), "Band/Rock & Pop/U2", 1.0);
+ checkResult(subIter.next(), "Band/Punk/The Ramones", 1.0);
+ checkResult(subIter.next(), "Band/Punk", 1.0);
+ checkResult(subIter.next(), "Band/Rock & Pop/The Beatles", 1.0);
+
+ results = res.get(2);
+ resNode = results.getFacetResultNode();
+ subResults = resNode.getSubResults();
+ subIter = subResults.iterator();
+
+ checkResult(resNode, "Author", 3.0);
+ checkResult(subIter.next(), "Author/Kurt Vonnegut", 1.0);
+ checkResult(subIter.next(), "Author/Stephen King", 1.0);
+ checkResult(subIter.next(), "Author/Mark Twain", 1.0);
+
+ results = res.get(3);
+ resNode = results.getFacetResultNode();
+ subResults = resNode.getSubResults();
+ subIter = subResults.iterator();
+
+ checkResult(resNode, "Band/Rock & Pop", 4.0);
+ checkResult(subIter.next(), "Band/Rock & Pop/Dave Matthews Band", 1.0);
+ checkResult(subIter.next(), "Band/Rock & Pop/REM", 1.0);
+ checkResult(subIter.next(), "Band/Rock & Pop/U2", 1.0);
+ checkResult(subIter.next(), "Band/Rock & Pop/The Beatles", 1.0);
+ }
+
+ private FacetsCollector performSearch(FacetIndexingParams iParams,
+ TaxonomyReader tr, IndexReader ir,
+ IndexSearcher searcher) throws IOException {
+ // step 1: collect matching documents into a collector
+ Query q = new MatchAllDocsQuery();
+ TopScoreDocCollector topDocsCollector = TopScoreDocCollector.create(10,
+ true);
+
+ // Faceted search parameters indicate which facets are we interested in
+ FacetSearchParams facetSearchParams = new FacetSearchParams(iParams);
+
+ facetSearchParams.addFacetRequest(new CountFacetRequest(
+ new CategoryPath("Band"), 10));
+ CountFacetRequest bandDepth = new CountFacetRequest(new CategoryPath(
+ "Band"), 10);
+ bandDepth.setDepth(2);
+ facetSearchParams.addFacetRequest(bandDepth);
+ facetSearchParams.addFacetRequest(new CountFacetRequest(
+ new CategoryPath("Author"), 10));
+ facetSearchParams.addFacetRequest(new CountFacetRequest(
+ new CategoryPath("Band", "Rock & Pop"), 10));
+
+ // perform documents search and facets accumulation
+ FacetsCollector facetsCollector = new FacetsCollector(facetSearchParams, ir, tr);
+ searcher.search(q, MultiCollector.wrap(topDocsCollector, facetsCollector));
+ return facetsCollector;
+ }
+
+ private void seedIndex(RandomIndexWriter iw, TaxonomyWriter tw,
+ FacetIndexingParams iParams) throws IOException, CorruptIndexException {
+ FacetTestUtils.add(iParams, iw, tw, "Author", "Mark Twain");
+ FacetTestUtils.add(iParams, iw, tw, "Author", "Stephen King");
+ FacetTestUtils.add(iParams, iw, tw, "Author", "Kurt Vonnegut");
+ FacetTestUtils.add(iParams, iw, tw, "Band", "Rock & Pop",
+ "The Beatles");
+ FacetTestUtils.add(iParams, iw, tw, "Band", "Punk", "The Ramones");
+ FacetTestUtils.add(iParams, iw, tw, "Band", "Rock & Pop", "U2");
+ FacetTestUtils.add(iParams, iw, tw, "Band", "Rock & Pop", "REM");
+ FacetTestUtils.add(iParams, iw, tw, "Band", "Rock & Pop",
+ "Dave Matthews Band");
+ FacetTestUtils.add(iParams, iw, tw, "Composer", "Bach");
+ }
+
+ private static void checkResult(FacetResultNode sub, String label, double value) {
+ assertEquals("Label of subresult " + sub.getLabel() + " was incorrect",
+ label, sub.getLabel().toString());
+ assertEquals(
+ "Value for " + sub.getLabel() + " subresult was incorrect",
+ value, sub.getValue(), 0.0);
+ }
+
+}
\ No newline at end of file