org.apache.lucene.facet.FacetField Java Examples

private void buildIndexWithFacets(Directory indexDir, Directory taxoDir, boolean asc) throws IOException {
  IndexWriterConfig config = newIndexWriterConfig(null);
  RandomIndexWriter writer = new RandomIndexWriter(random(), indexDir, config);
  
  DirectoryTaxonomyWriter taxonomyWriter = new DirectoryTaxonomyWriter(taxoDir);
  for (int i = 1; i <= NUM_DOCS; i++) {
    Document doc = new Document();
    for (int j = i; j <= NUM_DOCS; j++) {
      int facetValue = asc ? j: NUM_DOCS - j;
      doc.add(new FacetField("tag", Integer.toString(facetValue)));
    }
    // add a facet under default dim config
    doc.add(new FacetField("id", Integer.toString(i)));
    
    // make sure OrdinalMappingLeafReader ignores non-facet BinaryDocValues fields
    doc.add(new BinaryDocValuesField("bdv", new BytesRef(Integer.toString(i))));
    doc.add(new BinaryDocValuesField("cbdv", new BytesRef(Integer.toString(i*2))));
    writer.addDocument(facetConfig.build(taxonomyWriter, doc));
  }
  taxonomyWriter.commit();
  taxonomyWriter.close();
  writer.commit();
  writer.close();
}
 

public void testGetFacetResultsTwice() throws Exception {
  // LUCENE-4893: counts were multiplied as many times as getFacetResults was called.
  Directory indexDir = newDirectory();
  Directory taxoDir = newDirectory();
  
  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
  IndexWriter iw = new IndexWriter(indexDir, newIndexWriterConfig(new MockAnalyzer(random())));
  FacetsConfig config = new FacetsConfig();

  Document doc = new Document();
  doc.add(new FacetField("a", "1"));
  doc.add(new FacetField("b", "1"));
  iw.addDocument(config.build(taxoWriter, doc));
  
  DirectoryReader r = DirectoryReader.open(iw);
  DirectoryTaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);

  Facets facets = getAllFacets(FacetsConfig.DEFAULT_INDEX_FIELD_NAME, newSearcher(r), taxoReader, config);
  
  List<FacetResult> res1 = facets.getAllDims(10);
  List<FacetResult> res2 = facets.getAllDims(10);
  assertEquals("calling getFacetResults twice should return the .equals()=true result", res1, res2);

  iw.close();
  IOUtils.close(taxoWriter, taxoReader, taxoDir, r, indexDir);
}
 

public void testDetectMultiValuedField() throws Exception {
  Directory dir = newDirectory();
  Directory taxoDir = newDirectory();
  TaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir, IndexWriterConfig.OpenMode.CREATE);
  RandomIndexWriter writer = new RandomIndexWriter(random(), dir);
  FacetsConfig config = new FacetsConfig();

  Document doc = new Document();
  doc.add(newTextField("field", "text", Field.Store.NO));
  doc.add(new FacetField("a", "path"));
  doc.add(new FacetField("a", "path2"));
  expectThrows(IllegalArgumentException.class, () -> {
    config.build(taxoWriter, doc);
  });

  writer.close();
  IOUtils.close(taxoWriter, dir, taxoDir);
}
 

public void testDetectHierarchicalField() throws Exception {
  Directory dir = newDirectory();
  Directory taxoDir = newDirectory();
  TaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir, IndexWriterConfig.OpenMode.CREATE);
  RandomIndexWriter writer = new RandomIndexWriter(random(), dir);
  FacetsConfig config = new FacetsConfig();

  Document doc = new Document();
  doc.add(newTextField("field", "text", Field.Store.NO));
  doc.add(new FacetField("a", "path", "other"));
  expectThrows(IllegalArgumentException.class, () -> {
    config.build(taxoWriter, doc);
  });

  writer.close();
  IOUtils.close(taxoWriter, dir, taxoDir);
}
 

public void testChildCount() throws Exception {
  // LUCENE-4885: FacetResult.numValidDescendants was not set properly by FacetsAccumulator
  Directory indexDir = newDirectory();
  Directory taxoDir = newDirectory();
  
  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
  IndexWriter iw = new IndexWriter(indexDir, newIndexWriterConfig(new MockAnalyzer(random())));
  FacetsConfig config = new FacetsConfig();
  for (int i = 0; i < 10; i++) {
    Document doc = new Document();
    doc.add(new FacetField("a", Integer.toString(i)));
    iw.addDocument(config.build(taxoWriter, doc));
  }
  
  DirectoryReader r = DirectoryReader.open(iw);
  DirectoryTaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);
  
  Facets facets = getAllFacets(FacetsConfig.DEFAULT_INDEX_FIELD_NAME, newSearcher(r), taxoReader, config);
  
  assertEquals(10, facets.getTopChildren(2, "a").childCount);

  iw.close();
  IOUtils.close(taxoWriter, taxoReader, taxoDir, r, indexDir);
}
 

private void indexTwoDocs(TaxonomyWriter taxoWriter, IndexWriter indexWriter, FacetsConfig config, boolean withContent) throws Exception {
  for (int i = 0; i < 2; i++) {
    Document doc = new Document();
    if (withContent) {
      doc.add(new StringField("f", "a", Field.Store.NO));
    }
    if (config != null) {
      doc.add(new FacetField("A", Integer.toString(i)));
      indexWriter.addDocument(config.build(taxoWriter, doc));
    } else {
      indexWriter.addDocument(doc);
    }
  }
  
  indexWriter.commit();
}
 

private static List<FacetField> randomCategories(Random random) {
  // add random categories from the two dimensions, ensuring that the same
  // category is not added twice.
  int numFacetsA = random.nextInt(3) + 1; // 1-3
  int numFacetsB = random.nextInt(2) + 1; // 1-2
  ArrayList<FacetField> categories_a = new ArrayList<>();
  categories_a.addAll(Arrays.asList(CATEGORIES_A));
  ArrayList<FacetField> categories_b = new ArrayList<>();
  categories_b.addAll(Arrays.asList(CATEGORIES_B));
  Collections.shuffle(categories_a, random);
  Collections.shuffle(categories_b, random);

  ArrayList<FacetField> categories = new ArrayList<>();
  categories.addAll(categories_a.subList(0, numFacetsA));
  categories.addAll(categories_b.subList(0, numFacetsB));
  
  // add the NO_PARENT categories
  categories.add(CATEGORIES_C[random().nextInt(NUM_CHILDREN_CP_C)]);
  categories.add(CATEGORIES_D[random().nextInt(NUM_CHILDREN_CP_D)]);

  return categories;
}
 

private static void addFacets(Document doc, FacetsConfig config, boolean updateTermExpectedCounts) 
    throws IOException {
  List<FacetField> docCategories = randomCategories(random());
  for (FacetField ff : docCategories) {
    doc.add(ff);
    String cp = ff.dim + "/" + ff.path[0];
    allExpectedCounts.put(cp, allExpectedCounts.get(cp) + 1);
    if (updateTermExpectedCounts) {
      termExpectedCounts.put(cp, termExpectedCounts.get(cp) + 1);
    }
  }
  // add 1 to each NO_PARENTS dimension
  allExpectedCounts.put(CP_B, allExpectedCounts.get(CP_B) + 1);
  allExpectedCounts.put(CP_C, allExpectedCounts.get(CP_C) + 1);
  allExpectedCounts.put(CP_D, allExpectedCounts.get(CP_D) + 1);
  if (updateTermExpectedCounts) {
    termExpectedCounts.put(CP_B, termExpectedCounts.get(CP_B) + 1);
    termExpectedCounts.put(CP_C, termExpectedCounts.get(CP_C) + 1);
    termExpectedCounts.put(CP_D, termExpectedCounts.get(CP_D) + 1);
  }
}
 

public void testReallyNoNormsForDrillDown() throws Exception {
  Directory dir = newDirectory();
  Directory taxoDir = newDirectory();
  IndexWriterConfig iwc = newIndexWriterConfig(new MockAnalyzer(random()));
  iwc.setSimilarity(new PerFieldSimilarityWrapper() {
      final Similarity sim = new ClassicSimilarity();

      @Override
      public Similarity get(String name) {
        assertEquals("field", name);
        return sim;
      }
    });
  TaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir, IndexWriterConfig.OpenMode.CREATE);
  RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
  FacetsConfig config = new FacetsConfig();

  Document doc = new Document();
  doc.add(newTextField("field", "text", Field.Store.NO));
  doc.add(new FacetField("a", "path"));
  writer.addDocument(config.build(taxoWriter, doc));
  writer.close();
  IOUtils.close(taxoWriter, dir, taxoDir);
}
 

public void testNoScore() throws Exception {
  Directory indexDir = newDirectory();
  Directory taxoDir = newDirectory();

  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
  IndexWriter iw = new IndexWriter(indexDir, newIndexWriterConfig(new MockAnalyzer(random())));
  FacetsConfig config = new FacetsConfig();
  for (int i = 0; i < 4; i++) {
    Document doc = new Document();
    doc.add(new NumericDocValuesField("price", (i+1)));
    doc.add(new FacetField("a", Integer.toString(i % 2)));
    iw.addDocument(config.build(taxoWriter, doc));
  }
  
  DirectoryReader r = DirectoryReader.open(iw);
  DirectoryTaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);

  FacetsCollector sfc = new FacetsCollector();
  newSearcher(r).search(new MatchAllDocsQuery(), sfc);
  Facets facets = new TaxonomyFacetSumValueSource(taxoReader, config, sfc, DoubleValuesSource.fromLongField("price"));
  assertEquals("dim=a path=[] value=10.0 childCount=2\n  1 (6.0)\n  0 (4.0)\n", facets.getTopChildren(10, "a").toString());

  iw.close();
  IOUtils.close(taxoWriter, taxoReader, taxoDir, r, indexDir);
}
 

protected IndexableField buildFacetField(String f, Object val) {
  String[] path = null;
  if (val instanceof String) {

    path = ((String) val).split("/");
    // path = new String[1];
    // path[0] = (String) val;
  } else if (val instanceof Iterable) {
    Iterable iterable = (Iterable) val;
    List<String> values = new ArrayList<String>();
    for (Object s : iterable) {
      if (s instanceof String) {
        values.add((String) s);
      } else {
        throw new OIndexEngineException("Cannot facet value " + val + " because it is not a string", null);
      }
    }
    path = values.toArray(new String[values.size()]);
  }
  return new FacetField(f, path);
}
 

@Override
public void getNextFacets(List<FacetField> facets) throws NoMoreDataException, IOException {
  facets.clear();
  int numFacets = 1 + random.nextInt(maxDocFacets); // at least one facet to each doc
  for (int i = 0; i < numFacets; i++) {
    int depth;
    if (maxFacetDepth == 2) {
      depth = 2;
    } else {
      depth = 2 + random.nextInt(maxFacetDepth-2); // depth < 2 is not useful
    }

    String dim = Integer.toString(random.nextInt(maxDims));
    String[] components = new String[depth-1];
    for (int k = 0; k < depth-1; k++) {
      components[k] = Integer.toString(random.nextInt(maxValue));
      addItem();
    }
    FacetField ff = new FacetField(dim, components);
    facets.add(ff);
    addBytes(ff.toString().length()); // very rough approximation
  }
}
 

public void testCountRoot() throws Exception {
  // LUCENE-4882: FacetsAccumulator threw NPE if a FacetRequest was defined on CP.EMPTY
  Directory indexDir = newDirectory();
  Directory taxoDir = newDirectory();
  
  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
  IndexWriter iw = new IndexWriter(indexDir, newIndexWriterConfig(new MockAnalyzer(random())));
  FacetsConfig config = new FacetsConfig();
  for(int i = atLeast(30); i > 0; --i) {
    Document doc = new Document();
    doc.add(new FacetField("a", "1"));
    doc.add(new FacetField("b", "1"));
    iw.addDocument(config.build(taxoWriter, doc));
  }
  
  DirectoryReader r = DirectoryReader.open(iw);
  DirectoryTaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);
  
  Facets facets = getAllFacets(FacetsConfig.DEFAULT_INDEX_FIELD_NAME, newSearcher(r), taxoReader, config);
  
  for (FacetResult result : facets.getAllDims(10)) {
    assertEquals(r.numDocs(), result.value.intValue());
  }

  iw.close();
  IOUtils.close(taxoWriter, taxoReader, taxoDir, r, indexDir);
}
 

public void testSumScoreAggregator() throws Exception {
  Directory indexDir = newDirectory();
  Directory taxoDir = newDirectory();

  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
  IndexWriter iw = new IndexWriter(indexDir, newIndexWriterConfig(new MockAnalyzer(random())));

  FacetsConfig config = new FacetsConfig();

  for(int i = atLeast(30); i > 0; --i) {
    Document doc = new Document();
    if (random().nextBoolean()) { // don't match all documents
      doc.add(new StringField("f", "v", Field.Store.NO));
    }
    doc.add(new FacetField("dim", "a"));
    iw.addDocument(config.build(taxoWriter, doc));
  }
  
  DirectoryReader r = DirectoryReader.open(iw);
  DirectoryTaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);
  
  FacetsCollector fc = new FacetsCollector(true);
  BoostQuery csq = new BoostQuery(new ConstantScoreQuery(new MatchAllDocsQuery()), 2f);
  
  TopDocs td = FacetsCollector.search(newSearcher(r), csq, 10, fc);

  Facets facets = new TaxonomyFacetSumValueSource(taxoReader, config, fc, DoubleValuesSource.SCORES);
  
  int expected = (int) (csq.getBoost() * td.totalHits.value);
  assertEquals(expected, facets.getSpecificValue("dim", "a").intValue());

  iw.close();
  IOUtils.close(taxoWriter, taxoReader, taxoDir, r, indexDir);
}
 

public void testWithScore() throws Exception {
  Directory indexDir = newDirectory();
  Directory taxoDir = newDirectory();

  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
  IndexWriter iw = new IndexWriter(indexDir, newIndexWriterConfig(new MockAnalyzer(random())));

  FacetsConfig config = new FacetsConfig();
  for (int i = 0; i < 4; i++) {
    Document doc = new Document();
    doc.add(new NumericDocValuesField("price", (i+1)));
    doc.add(new FacetField("a", Integer.toString(i % 2)));
    iw.addDocument(config.build(taxoWriter, doc));
  }
  
  DirectoryReader r = DirectoryReader.open(iw);
  DirectoryTaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);
  
  FacetsCollector fc = new FacetsCollector(true);
  // score documents by their 'price' field - makes asserting the correct counts for the categories easier
  Query q = new FunctionQuery(new LongFieldSource("price"));
  FacetsCollector.search(newSearcher(r), q, 10, fc);
  Facets facets = new TaxonomyFacetSumValueSource(taxoReader, config, fc, DoubleValuesSource.SCORES);
  
  assertEquals("dim=a path=[] value=10.0 childCount=2\n  1 (6.0)\n  0 (4.0)\n", facets.getTopChildren(10, "a").toString());

  iw.close();
  IOUtils.close(taxoWriter, taxoReader, taxoDir, r, indexDir);
}
 

public void testRollupValues() throws Exception {
  Directory indexDir = newDirectory();
  Directory taxoDir = newDirectory();

  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
  IndexWriter iw = new IndexWriter(indexDir, newIndexWriterConfig(new MockAnalyzer(random())));
  FacetsConfig config = new FacetsConfig();
  config.setHierarchical("a", true);
  //config.setRequireDimCount("a", true);
  
  for (int i = 0; i < 4; i++) {
    Document doc = new Document();
    doc.add(new NumericDocValuesField("price", (i+1)));
    doc.add(new FacetField("a", Integer.toString(i % 2), "1"));
    iw.addDocument(config.build(taxoWriter, doc));
  }
  
  DirectoryReader r = DirectoryReader.open(iw);
  DirectoryTaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);

  FacetsCollector sfc = new FacetsCollector();
  newSearcher(r).search(new MatchAllDocsQuery(), sfc);
  Facets facets = new TaxonomyFacetSumValueSource(taxoReader, config, sfc, DoubleValuesSource.fromLongField("price"));
  
  assertEquals("dim=a path=[] value=10.0 childCount=2\n  1 (6.0)\n  0 (4.0)\n", facets.getTopChildren(10, "a").toString());

  iw.close();
  IOUtils.close(taxoWriter, taxoReader, taxoDir, r, indexDir);
}
 

public void testCountAndSumScore() throws Exception {
  Directory indexDir = newDirectory();
  Directory taxoDir = newDirectory();
  
  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
  IndexWriter iw = new IndexWriter(indexDir, newIndexWriterConfig(new MockAnalyzer(random())));
  FacetsConfig config = new FacetsConfig();
  config.setIndexFieldName("b", "$b");
  
  for(int i = atLeast(30); i > 0; --i) {
    Document doc = new Document();
    doc.add(new StringField("f", "v", Field.Store.NO));
    doc.add(new FacetField("a", "1"));
    doc.add(new FacetField("b", "1"));
    iw.addDocument(config.build(taxoWriter, doc));
  }
  
  DirectoryReader r = DirectoryReader.open(iw);
  DirectoryTaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);
  
  FacetsCollector fc = new FacetsCollector(true);
  FacetsCollector.search(newSearcher(r), new MatchAllDocsQuery(), 10, fc);
  
  Facets facets1 = getTaxonomyFacetCounts(taxoReader, config, fc);
  Facets facets2 = new TaxonomyFacetSumValueSource(new DocValuesOrdinalsReader("$b"), taxoReader, config, fc, DoubleValuesSource.SCORES);

  assertEquals(r.maxDoc(), facets1.getTopChildren(10, "a").value.intValue());
  assertEquals(r.maxDoc(), facets2.getTopChildren(10, "b").value.doubleValue(), 1E-10);
  iw.close();
  IOUtils.close(taxoWriter, taxoReader, taxoDir, r, indexDir);
}
 

public void testSeparateIndexedFields() throws Exception {
  Directory indexDir = newDirectory();
  Directory taxoDir = newDirectory();
  
  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
  IndexWriter iw = new IndexWriter(indexDir, newIndexWriterConfig(new MockAnalyzer(random())));
  FacetsConfig config = new FacetsConfig();
  config.setIndexFieldName("b", "$b");
  
  for(int i = atLeast(30); i > 0; --i) {
    Document doc = new Document();
    doc.add(new StringField("f", "v", Field.Store.NO));
    doc.add(new FacetField("a", "1"));
    doc.add(new FacetField("b", "1"));
    iw.addDocument(config.build(taxoWriter, doc));
  }
  
  DirectoryReader r = DirectoryReader.open(iw);
  DirectoryTaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);
  
  FacetsCollector sfc = new FacetsCollector();
  newSearcher(r).search(new MatchAllDocsQuery(), sfc);
  Facets facets1 = getTaxonomyFacetCounts(taxoReader, config, sfc);
  Facets facets2 = getTaxonomyFacetCounts(taxoReader, config, sfc, "$b");
  assertEquals(r.maxDoc(), facets1.getTopChildren(10, "a").value.intValue());
  assertEquals(r.maxDoc(), facets2.getTopChildren(10, "b").value.intValue());
  iw.close();
  IOUtils.close(taxoWriter, taxoReader, taxoDir, r, indexDir);
}
 

public void testManyFacetsInOneDocument() throws Exception {
  assumeTrue("default Codec doesn't support huge BinaryDocValues", TestUtil.fieldSupportsHugeBinaryDocValues(FacetsConfig.DEFAULT_INDEX_FIELD_NAME));
  Directory dir = newDirectory();
  Directory taxoDir = newDirectory();
  IndexWriterConfig iwc = newIndexWriterConfig(new MockAnalyzer(random()));
  RandomIndexWriter writer = new RandomIndexWriter(random(), dir, iwc);
  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir, IndexWriterConfig.OpenMode.CREATE);

  FacetsConfig config = new FacetsConfig();
  config.setMultiValued("dim", true);
  
  int numLabels = TEST_NIGHTLY ? TestUtil.nextInt(random(), 40000, 100000) : TestUtil.nextInt(random(), 4000, 10000);
  
  Document doc = new Document();
  doc.add(newTextField("field", "text", Field.Store.NO));
  for (int i = 0; i < numLabels; i++) {
    doc.add(new FacetField("dim", "" + i));
  }
  writer.addDocument(config.build(taxoWriter, doc));
  
  // NRT open
  IndexSearcher searcher = newSearcher(writer.getReader());
  
  // NRT open
  TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);
  
  Facets facets = getAllFacets(FacetsConfig.DEFAULT_INDEX_FIELD_NAME, searcher, taxoReader, config);

  FacetResult result = facets.getTopChildren(Integer.MAX_VALUE, "dim");
  assertEquals(numLabels, result.labelValues.length);
  Set<String> allLabels = new HashSet<>();
  for (LabelAndValue labelValue : result.labelValues) {
    allLabels.add(labelValue.label);
    assertEquals(1, labelValue.value.intValue());
  }
  assertEquals(numLabels, allLabels.size());

  writer.close();
  IOUtils.close(searcher.getIndexReader(), taxoWriter, taxoReader, dir, taxoDir);
}
 

@Override
public int doLogic() throws Exception {
  if (config != null) {
    List<FacetField> facets = new ArrayList<>();
    getRunData().getFacetSource().getNextFacets(facets);
    for(FacetField ff : facets) {
      doc.add(ff);
    }
    doc = config.build(getRunData().getTaxonomyWriter(), doc);
  }
  return super.doLogic();
}
 

public void testLabelWithDelimiter() throws Exception {
  Directory dir = newDirectory();
  Directory taxoDir = newDirectory();
  RandomIndexWriter writer = new RandomIndexWriter(random(), dir);
  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir, IndexWriterConfig.OpenMode.CREATE);

  FacetsConfig config = new FacetsConfig();
  config.setMultiValued("dim", true);

  Document doc = new Document();
  doc.add(newTextField("field", "text", Field.Store.NO));
  doc.add(new FacetField("dim", "test\u001Fone"));
  doc.add(new FacetField("dim", "test\u001Etwo"));
  writer.addDocument(config.build(taxoWriter, doc));

  // NRT open
  IndexSearcher searcher = newSearcher(writer.getReader());

  // NRT open
  TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);

  Facets facets = getAllFacets(FacetsConfig.DEFAULT_INDEX_FIELD_NAME, searcher, taxoReader, config);
  
  assertEquals(1, facets.getSpecificValue("dim", "test\u001Fone"));
  assertEquals(1, facets.getSpecificValue("dim", "test\u001Etwo"));

  // no hierarchy
  assertFalse(((TaxonomyFacets) facets).siblingsLoaded());
  assertFalse(((TaxonomyFacets) facets).childrenLoaded());

  FacetResult result = facets.getTopChildren(10, "dim");
  assertEquals("dim=dim path=[] value=-1 childCount=2\n  test\u001Fone (1)\n  test\u001Etwo (1)\n", result.toString());
  writer.close();
  IOUtils.close(taxoWriter, searcher.getIndexReader(), taxoReader, dir, taxoDir);
}
 

public void testMultiValuedHierarchy() throws Exception {
  Directory dir = newDirectory();
  Directory taxoDir = newDirectory();
  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir, IndexWriterConfig.OpenMode.CREATE);
  FacetsConfig config = new FacetsConfig();
  config.setHierarchical("a", true);
  config.setMultiValued("a", true);
  RandomIndexWriter writer = new RandomIndexWriter(random(), dir);

  Document doc = new Document();
  doc.add(newTextField("field", "text", Field.Store.NO));
  doc.add(new FacetField("a", "path", "x"));
  doc.add(new FacetField("a", "path", "y"));
  writer.addDocument(config.build(taxoWriter, doc));

  // NRT open
  IndexSearcher searcher = newSearcher(writer.getReader());

  // NRT open
  TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);
  
  Facets facets = getAllFacets(FacetsConfig.DEFAULT_INDEX_FIELD_NAME, searcher, taxoReader, config);

  expectThrows(IllegalArgumentException.class, () -> {
    facets.getSpecificValue("a");
  });

  FacetResult result = facets.getTopChildren(10, "a");
  assertEquals(1, result.labelValues.length);
  assertEquals(1, result.labelValues[0].value.intValue());

  writer.close();
  IOUtils.close(taxoWriter, searcher.getIndexReader(), taxoReader, dir, taxoDir);
}
 

/** Sole constructor. */
public SortedSetDocValuesFacetField(String dim, String label) {
  super("dummy", TYPE);
  FacetField.verifyLabel(label);
  FacetField.verifyLabel(dim);
  this.dim = dim;
  this.label = label;
}
 

/** Creates this from {@code dim} and {@code path} and an
 *  association */
public AssociationFacetField(BytesRef assoc, String dim, String... path) {
  super("dummy", TYPE);
  FacetField.verifyLabel(dim);
  for(String label : path) {
    FacetField.verifyLabel(label);
  }
  this.dim = dim;
  this.assoc = assoc;
  if (path.length == 0) {
    throw new IllegalArgumentException("path must have at least one element");
  }
  this.path = path;
}
 

static FacetField newCategory() {
  Random r = random();
  String l1 = "l1." + r.nextInt(10); // l1.0-l1.9 (10 categories)
  String l2 = "l2." + r.nextInt(30); // l2.0-l2.29 (30 categories)
  String l3 = "l3." + r.nextInt(100); // l3.0-l3.99 (100 categories)
  return new FacetField(l1, l2, l3);
}
 

private void addFacet(Document doc, String facetName, String value) {
	if (!value.isEmpty()) {
		doc.add(new FacetField(facetName, value));
		doc.add(new StringField(FacetsConfig.DEFAULT_INDEX_FIELD_NAME + "." + facetName, new BytesRef(value), Store.NO));
	}
}
 

private Document newDocument(TaxonomyWriter taxoWriter) throws IOException {
  FacetsConfig config = new FacetsConfig();
  Document doc = new Document();
  doc.add(new FacetField("A", "1"));
  return config.build(taxoWriter, doc);
}
 

private Document newDocument(TaxonomyWriter taxoWriter, int id) throws IOException {
  Document doc = new Document();
  doc.add(new FacetField("A", Integer.toString(id, 16)));
  return config.build(taxoWriter, doc);
}
 

public void testWrongIndexFieldName() throws Exception {

    Directory dir = newDirectory();
    Directory taxoDir = newDirectory();

    // Writes facet ords to a separate directory from the
    // main index:
    DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir, IndexWriterConfig.OpenMode.CREATE);

    FacetsConfig config = new FacetsConfig();
    config.setIndexFieldName("a", "$facets2");

    RandomIndexWriter writer = new RandomIndexWriter(random(), dir);

    Document doc = new Document();
    doc.add(new NumericDocValuesField("num", 10));
    doc.add(new FacetField("a", "foo1"));
    writer.addDocument(config.build(taxoWriter, doc));

    // NRT open
    IndexSearcher searcher = newSearcher(writer.getReader());
    writer.close();

    // NRT open
    TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);
    taxoWriter.close();

    FacetsCollector c = new FacetsCollector();
    searcher.search(new MatchAllDocsQuery(), c);    

    TaxonomyFacetSumValueSource facets = new TaxonomyFacetSumValueSource(taxoReader, config, c, DoubleValuesSource.fromIntField("num"));

    // Ask for top 10 labels for any dims that have counts:
    List<FacetResult> results = facets.getAllDims(10);
    assertTrue(results.isEmpty());

    expectThrows(IllegalArgumentException.class, () -> {
      facets.getSpecificValue("a");
    });

    expectThrows(IllegalArgumentException.class, () -> {
      facets.getTopChildren(10, "a");
    });

    IOUtils.close(searcher.getIndexReader(), taxoReader, dir, taxoDir);
  }
 

public void testWrongIndexFieldName() throws Exception {
  Directory dir = newDirectory();
  Directory taxoDir = newDirectory();

  // Writes facet ords to a separate directory from the
  // main index:
  DirectoryTaxonomyWriter taxoWriter = new DirectoryTaxonomyWriter(taxoDir, IndexWriterConfig.OpenMode.CREATE);

  FacetsConfig config = new FacetsConfig();
  config.setIndexFieldName("a", "$facets2");
  RandomIndexWriter writer = new RandomIndexWriter(random(), dir);

  Document doc = new Document();
  doc.add(new FacetField("a", "foo1"));
  writer.addDocument(config.build(taxoWriter, doc));

  // NRT open
  IndexSearcher searcher = newSearcher(writer.getReader());

  // NRT open
  TaxonomyReader taxoReader = new DirectoryTaxonomyReader(taxoWriter);

  FacetsCollector c = new FacetsCollector();
  searcher.search(new MatchAllDocsQuery(), c);

  // Uses default $facets field:
  Facets facets;
  if (random().nextBoolean()) {
    facets = new FastTaxonomyFacetCounts(taxoReader, config, c);
  } else {
    OrdinalsReader ordsReader = new DocValuesOrdinalsReader();
    if (random().nextBoolean()) {
      ordsReader = new CachedOrdinalsReader(ordsReader);
    }
    facets = new TaxonomyFacetCounts(ordsReader, taxoReader, config, c);
  }

  // Ask for top 10 labels for any dims that have counts:
  List<FacetResult> results = facets.getAllDims(10);
  assertTrue(results.isEmpty());

  expectThrows(IllegalArgumentException.class, () -> {
    facets.getSpecificValue("a");
  });

  expectThrows(IllegalArgumentException.class, () -> {
    facets.getTopChildren(10, "a");
  });

  writer.close();
  IOUtils.close(taxoWriter, searcher.getIndexReader(), taxoReader, taxoDir, dir);
}