Beispiel #1
0
 /// <summary>Empty constructor</summary>
 public AssociationsFacetsExample()
 {
     config = new FacetsConfig();
     config.SetMultiValued("tags", true);
     config.SetIndexFieldName("tags", "$tags");
     config.SetMultiValued("genre", true);
     config.SetIndexFieldName("genre", "$genre");
 }
Beispiel #2
0
        public static void TestFlexLuceneRAM(string[] args)
        {
            StandardAnalyzer analyzer = new StandardAnalyzer();

            FlexLucene.Store.Directory index = (FlexLucene.Store.Directory) new RAMDirectory();
            config = new IndexWriterConfig((Analyzer)analyzer);
            cnf    = new FacetsConfig();
            cnf.SetIndexFieldName("title", "facet_title");
            cnf.SetIndexFieldName("isbn", "facet_isbn");
            LuceneTest.taxoDir    = (FlexLucene.Store.Directory) new RAMDirectory();
            LuceneTest.taxoWriter = (TaxonomyWriter) new FlexLucene.Facet.Taxonomy.Directory.DirectoryTaxonomyWriter(LuceneTest.taxoDir, IndexWriterConfigOpenMode.CREATE);

            IndexWriter w = new IndexWriter(index, LuceneTest.config);

            addDoc(w, "Lucene in Action", "9900001");
            addDoc(w, "Lucene for Dummies", "9900002");
            addDoc(w, "Lucene for Dummies 2", "9900003");

            w.close();
            String               querystr    = "isbn:99*";
            Query                q           = new QueryParser("title", (Analyzer)analyzer).Parse(querystr);
            int                  hitsPerPage = 10;
            IndexReader          reader      = (IndexReader)DirectoryReader.Open(index);
            IndexSearcher        searcher    = new IndexSearcher(reader);
            TopScoreDocCollector collector   = TopScoreDocCollector.Create(hitsPerPage);

            searcher.Search(q, (Collector)collector);
            ScoreDoc[] hits = collector.TopDocs().ScoreDocs;
            Console.WriteLine("Found " + hits.Length + " hits.");
            for (int i = 0; i < hits.Length; ++i)
            {
                int      docId = hits [i].Doc;
                Document d     = searcher.Doc(docId);
                Console.WriteLine(i + 1 + ". " + d.Get("isbn") + "\t" + d.Get("title"));
            }
            SortedSetDocValuesReaderState state = (SortedSetDocValuesReaderState) new DefaultSortedSetDocValuesReaderState(reader, "facet_isbn");
            FacetsCollector fc = new FacetsCollector();

            FacetsCollector.Search(searcher, q, 10, (Collector)fc);
            Facets      facets = (Facets) new SortedSetDocValuesFacetCounts(state, fc);
            FacetResult result = facets.GetTopChildren(10, "isbn", new String[0]);

            for (int j = 0; j < result.ChildCount; ++j)
            {
                LabelAndValue lv = result.LabelValues [j];
                Console.WriteLine(String.Format("Label={0}, Value={1}", lv.Label, lv.Value));
            }
            reader.close();
        }
        public virtual void TestSeparateIndexedFields()
        {
            Store.Directory indexDir = NewDirectory();
            Store.Directory taxoDir  = NewDirectory();

            var          taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
            IndexWriter  iw         = new IndexWriter(indexDir, NewIndexWriterConfig(TEST_VERSION_CURRENT, 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, true);
            var             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");

            Assert.AreEqual(r.MaxDoc, (int)facets1.GetTopChildren(10, "a").Value);
            Assert.AreEqual(r.MaxDoc, (int)facets2.GetTopChildren(10, "b").Value);
            IOUtils.Close(taxoWriter, iw, taxoReader, taxoDir, r, indexDir);
        }
Beispiel #4
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        public virtual void TestCountAndSumScore()
        {
            Store.Directory indexDir = NewDirectory();
            Store.Directory taxoDir  = NewDirectory();

            var          taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
            IndexWriter  iw         = new IndexWriter(indexDir, NewIndexWriterConfig(TEST_VERSION_CURRENT, 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, true);
            var             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, new TaxonomyFacetSumValueSource.ScoreValueSource());

            Assert.AreEqual(r.MaxDoc, (int)facets1.GetTopChildren(10, "a").Value);
            Assert.AreEqual(r.MaxDoc, (double)facets2.GetTopChildren(10, "b").Value, 1E-10);
            IOUtils.Dispose(taxoWriter, iw, taxoReader, taxoDir, r, indexDir);
        }
        public override void BeforeClass()
        {
            base.BeforeClass();

            dir     = NewDirectory();
            taxoDir = NewDirectory();
            // preparations - index, taxonomy, content

            var taxoWriter = new DirectoryTaxonomyWriter(taxoDir);

            // Cannot mix ints & floats in the same indexed field:
            config = new FacetsConfig();
            config.SetIndexFieldName("int", "$facets.int");
            config.SetMultiValued("int", true);
            config.SetIndexFieldName("float", "$facets.float");
            config.SetMultiValued("float", true);

            var writer = new RandomIndexWriter(
#if FEATURE_INSTANCE_TESTDATA_INITIALIZATION
                this,
#endif
                Random, dir);

            // index documents, 50% have only 'b' and all have 'a'
            for (int i = 0; i < 110; i++)
            {
                Document doc = new Document();
                // every 11th document is added empty, this used to cause the association
                // aggregators to go into an infinite loop
                if (i % 11 != 0)
                {
                    doc.Add(new Int32AssociationFacetField(2, "int", "a"));
                    doc.Add(new SingleAssociationFacetField(0.5f, "float", "a"));
                    if (i % 2 == 0) // 50
                    {
                        doc.Add(new Int32AssociationFacetField(3, "int", "b"));
                        doc.Add(new SingleAssociationFacetField(0.2f, "float", "b"));
                    }
                }
                writer.AddDocument(config.Build(taxoWriter, doc));
            }

            taxoWriter.Dispose();
            reader = writer.GetReader();
            writer.Dispose();
            taxoReader = new DirectoryTaxonomyReader(taxoDir);
        }
Beispiel #6
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        /// <summary>
        /// Add documents.
        /// </summary>
        /// <param name="writer">The index writer.</param>
        /// <param name="facetWriter">The facet index writer.</param>
        /// <param name="facetData">The complete facet information used to build the index information.</param>
        public void AddDocuments(Lucene.Net.Index.IndexWriter writer, DirectoryTaxonomyWriter facetWriter, FacetData facetData)
        {
            // Build the facet configuration information.
            FacetsConfig config = new FacetsConfig();

            // Builder hierarchicals.
            if (facetData.Hierarchicals != null && facetData.Hierarchicals.Length > 0)
            {
                // Add the config.
                foreach (FacetData.Hierarchical item in facetData.Hierarchicals)
                {
                    config.SetHierarchical(item.DimensionName, item.IsHierarchical);
                }
            }

            // Builder index fields.
            if (facetData.IndexFields != null && facetData.IndexFields.Length > 0)
            {
                // Add the config.
                foreach (FacetData.IndexField item in facetData.IndexFields)
                {
                    config.SetIndexFieldName(item.DimensionName, item.IndexFieldName);
                }
            }

            // Builder multi values.
            if (facetData.MultiValues != null && facetData.MultiValues.Length > 0)
            {
                // Add the config.
                foreach (FacetData.MultiValued item in facetData.MultiValues)
                {
                    config.SetMultiValued(item.DimensionName, item.IsMultiValue);
                }
            }

            // Builder require dimension counts.
            if (facetData.RequireDimensionCounts != null && facetData.RequireDimensionCounts.Length > 0)
            {
                // Add the config.
                foreach (FacetData.RequireDimensionCount item in facetData.RequireDimensionCounts)
                {
                    config.SetRequireDimCount(item.DimensionName, item.IsAccurateCountsRequired);
                }
            }

            // Add text data.
            if (facetData.TextFacetFields.Count > 0)
            {
                // Add the text.
                AddText(writer, facetWriter, facetData.TextFacetFields, config);
            }

            // Add file data.
            if (facetData.FileFacetFields.Count > 0)
            {
                // Add the file.
                AddFile(writer, facetWriter, facetData.FileFacetFields, config);
            }
        }
Beispiel #7
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        public void BeforeClass()
        {
            dir     = NewDirectory();
            taxoDir = NewDirectory();
            // preparations - index, taxonomy, content

            var taxoWriter = new DirectoryTaxonomyWriter(taxoDir);

            // Cannot mix ints & floats in the same indexed field:
            config = new FacetsConfig();
            config.SetIndexFieldName("int", "$facets.int");
            config.SetMultiValued("int", true);
            config.SetIndexFieldName("float", "$facets.float");
            config.SetMultiValued("float", true);

            var writer = new RandomIndexWriter(Random(), dir, Similarity, TimeZone);

            // index documents, 50% have only 'b' and all have 'a'
            for (int i = 0; i < 110; i++)
            {
                Document doc = new Document();
                // every 11th document is added empty, this used to cause the association
                // aggregators to go into an infinite loop
                if (i % 11 != 0)
                {
                    doc.Add(new IntAssociationFacetField(2, "int", "a"));
                    doc.Add(new FloatAssociationFacetField(0.5f, "float", "a"));
                    if (i % 2 == 0) // 50
                    {
                        doc.Add(new IntAssociationFacetField(3, "int", "b"));
                        doc.Add(new FloatAssociationFacetField(0.2f, "float", "b"));
                    }
                }
                writer.AddDocument(config.Build(taxoWriter, doc));
            }

            taxoWriter.Dispose();
            reader = writer.Reader;
            writer.Dispose();
            taxoReader = new DirectoryTaxonomyReader(taxoDir);
        }
        public static void BeforeClass()
        {
            dir = NewDirectory();
            taxoDir = NewDirectory();
            // preparations - index, taxonomy, content

            var taxoWriter = new DirectoryTaxonomyWriter(taxoDir);

            // Cannot mix ints & floats in the same indexed field:
            config = new FacetsConfig();
            config.SetIndexFieldName("int", "$facets.int");
            config.SetMultiValued("int", true);
            config.SetIndexFieldName("float", "$facets.float");
            config.SetMultiValued("float", true);

            var writer = new RandomIndexWriter(Random(), dir);

            // index documents, 50% have only 'b' and all have 'a'
            for (int i = 0; i < 110; i++)
            {
                Document doc = new Document();
                // every 11th document is added empty, this used to cause the association
                // aggregators to go into an infinite loop
                if (i % 11 != 0)
                {
                    doc.Add(new IntAssociationFacetField(2, "int", "a"));
                    doc.Add(new FloatAssociationFacetField(0.5f, "float", "a"));
                    if (i % 2 == 0) // 50
                    {
                        doc.Add(new IntAssociationFacetField(3, "int", "b"));
                        doc.Add(new FloatAssociationFacetField(0.2f, "float", "b"));
                    }
                }
                writer.AddDocument(config.Build(taxoWriter, doc));
            }

            taxoWriter.Dispose();
            reader = writer.Reader;
            writer.Dispose();
            taxoReader = new DirectoryTaxonomyReader(taxoDir);
        }
        public virtual void TestWrongIndexFieldName()
        {
            Store.Directory dir     = NewDirectory();
            Store.Directory taxoDir = NewDirectory();

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

            FacetsConfig config = new FacetsConfig();

            config.SetIndexFieldName("a", "$facets2");
            RandomIndexWriter writer = new RandomIndexWriter(Random(), dir, Similarity, TimeZone);

            Document doc = new Document();

            doc.Add(new FacetField("a", "foo1"));
            writer.AddDocument(config.Build(taxoWriter, doc));

            // NRT open
            IndexSearcher searcher = NewSearcher(writer.Reader);

            // NRT open
            var 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:
            IList <FacetResult> results = facets.GetAllDims(10);

            Assert.True(results.Count == 0);

            try
            {
                facets.GetSpecificValue("a");
                Fail("should have hit exc");
            }
            catch (System.ArgumentException)
            {
                // expected
            }

            try
            {
                facets.GetTopChildren(10, "a");
                Fail("should have hit exc");
            }
            catch (System.ArgumentException)
            {
                // expected
            }

            IOUtils.Close(writer, taxoWriter, searcher.IndexReader, taxoReader, taxoDir, dir);
        }
Beispiel #10
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        public virtual void TestWrongIndexFieldName()
        {
            Store.Directory dir     = NewDirectory();
            Store.Directory taxoDir = NewDirectory();

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

            FacetsConfig config = new FacetsConfig();

            config.SetIndexFieldName("a", "$facets2");

            RandomIndexWriter writer = new RandomIndexWriter(Random(), dir, Similarity, TimeZone);

            Document doc = new Document();

            doc.Add(new Int32Field("num", 10, Field.Store.NO));
            doc.Add(new FacetField("a", "foo1"));
            writer.AddDocument(config.Build(taxoWriter, doc));

            // NRT open
            IndexSearcher searcher = NewSearcher(writer.Reader);

            writer.Dispose();

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

            taxoWriter.Dispose();

            FacetsCollector c = new FacetsCollector();

            searcher.Search(new MatchAllDocsQuery(), c);

            TaxonomyFacetSumValueSource facets = new TaxonomyFacetSumValueSource(taxoReader, config, c, new Int32FieldSource("num"));

            // Ask for top 10 labels for any dims that have counts:
            IList <FacetResult> results = facets.GetAllDims(10);

            Assert.True(results.Count == 0);

            try
            {
                facets.GetSpecificValue("a");
                Fail("should have hit exc");
            }
            catch (System.ArgumentException)
            {
                // expected
            }

            try
            {
                facets.GetTopChildren(10, "a");
                Fail("should have hit exc");
            }
            catch (System.ArgumentException)
            {
                // expected
            }

            IOUtils.Dispose(searcher.IndexReader, taxoReader, dir, taxoDir);
        }
        public virtual void TestWrongIndexFieldName()
        {
            Store.Directory dir = NewDirectory();
            Store.Directory taxoDir = NewDirectory();

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

            // NRT open
            var 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:
            IList<FacetResult> results = facets.GetAllDims(10);
            Assert.True(results.Count == 0);

            try
            {
                facets.GetSpecificValue("a");
                Fail("should have hit exc");
            }
            catch (System.ArgumentException)
            {
                // expected
            }

            try
            {
                facets.GetTopChildren(10, "a");
                Fail("should have hit exc");
            }
            catch (System.ArgumentException)
            {
                // expected
            }

            IOUtils.Close(writer, taxoWriter, searcher.IndexReader, taxoReader, taxoDir, dir);
        }
        public virtual void TestSeparateIndexedFields()
        {
            Store.Directory indexDir = NewDirectory();
            Store.Directory taxoDir = NewDirectory();

            var taxoWriter = new DirectoryTaxonomyWriter(taxoDir);
            IndexWriter iw = new IndexWriter(indexDir, NewIndexWriterConfig(TEST_VERSION_CURRENT, 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, true);
            var 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");
            Assert.AreEqual(r.MaxDoc, (int)facets1.GetTopChildren(10, "a").Value);
            Assert.AreEqual(r.MaxDoc, (int)facets2.GetTopChildren(10, "b").Value);
            IOUtils.Close(taxoWriter, iw, taxoReader, taxoDir, r, indexDir);
        }
 /// <summary>Creates a new instance and populates the catetory list params mapping.</summary>
 public MultiCategoryListsFacetsExample()
 {
     config.SetIndexFieldName("Author", "author");
     config.SetIndexFieldName("Publish Date", "pubdate");
     config.SetHierarchical("Publish Date", true);
 }
        public virtual void TestWrongIndexFieldName()
        {

            Store.Directory dir = NewDirectory();
            Store.Directory taxoDir = NewDirectory();

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

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

            RandomIndexWriter writer = new RandomIndexWriter(Random(), dir, Similarity, TimeZone);

            Document doc = new Document();
            doc.Add(new IntField("num", 10, Field.Store.NO));
            doc.Add(new FacetField("a", "foo1"));
            writer.AddDocument(config.Build(taxoWriter, doc));

            // NRT open
            IndexSearcher searcher = NewSearcher(writer.Reader);
            writer.Dispose();

            // NRT open
            var taxoReader = new DirectoryTaxonomyReader(taxoWriter);
            taxoWriter.Dispose();

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

            TaxonomyFacetSumValueSource facets = new TaxonomyFacetSumValueSource(taxoReader, config, c, new IntFieldSource("num"));

            // Ask for top 10 labels for any dims that have counts:
            IList<FacetResult> results = facets.GetAllDims(10);
            Assert.True(results.Count == 0);

            try
            {
                facets.GetSpecificValue("a");
                Fail("should have hit exc");
            }
            catch (System.ArgumentException)
            {
                // expected
            }

            try
            {
                facets.GetTopChildren(10, "a");
                Fail("should have hit exc");
            }
            catch (System.ArgumentException)
            {
                // expected
            }

            IOUtils.Close(searcher.IndexReader, taxoReader, dir, taxoDir);
        }
Beispiel #15
0
        /// <summary>
        /// Search facet content in the existing index.
        /// </summary>
        /// <param name="text">The text to search for.</param>
        /// <param name="indexFields">The array of index fields to search in.</param>
        /// <param name="facetPaths">The array of facet paths to perform a drill down search on.</param>
        /// <param name="numberToReturn">The maximum number of documents to return.</param>
        /// <returns>The facet document.</returns>
        /// <remarks>Use wildcard chars ('*', '?', '\'), logical ('AND', 'OR'), Quoted exact phrase ("search this").</remarks>
        public Nequeo.Search.Engine.FacetDocument SearchFacetDocument(string text, FacetData.IndexField[] indexFields, FacetPath[] facetPaths, int numberToReturn = Int32.MaxValue)
        {
            Nequeo.Search.Engine.FacetDocument documents = new FacetDocument();
            documents.TotalHits = 0;

            try
            {
                // If text exists.
                if (!String.IsNullOrEmpty(text))
                {
                    // Load the searcher.
                    Lucene.Net.Search.IndexSearcher searcher = new Lucene.Net.Search.IndexSearcher(_reader);
                    string         searchFieldName           = "facetcontent";
                    Query          query      = null;
                    DrillDownQuery queryFacet = null;
                    TopDocs        results    = null;

                    // Build the facet configuration information.
                    FacetsConfig config = new FacetsConfig();

                    // Add the config.
                    foreach (FacetData.IndexField item in indexFields)
                    {
                        config.SetIndexFieldName(item.DimensionName, item.IndexFieldName);
                    }

                    // Get bytes
                    char[] textArray = text.ToCharArray();

                    // Search logical.
                    if (text.Contains("AND") || text.Contains("OR"))
                    {
                        // Create the query.
                        query = CreateLogicalQuery(text, searchFieldName);
                    }
                    else if (textArray[0].Equals('"') && textArray[textArray.Length - 1].Equals('"'))
                    {
                        // Create the query.
                        query = CreateQuotedQuery(new string(textArray, 1, textArray.Length - 2), searchFieldName);
                    }
                    else
                    {
                        // Create the query.
                        query = CreateBoolenQuery(text, BooleanClause.Occur.SHOULD, searchFieldName);
                    }

                    // Create the facet query.
                    queryFacet = new DrillDownQuery(config, query);
                    foreach (FacetPath facetPath in facetPaths)
                    {
                        // Add the path.
                        queryFacet.Add(facetPath.DimensionName, facetPath.Path);
                    }

                    // The collector.
                    FacetsCollector collector = new FacetsCollector();

                    // Search.
                    if (queryFacet != null)
                    {
                        results = FacetsCollector.Search(searcher, queryFacet, numberToReturn, collector);
                    }

                    // Get the total number of results that was asked for.
                    int totalResult = ((results.ScoreDocs != null && results.ScoreDocs.Length > 0) ? results.ScoreDocs.Length : 0);

                    // If result found.
                    if (results != null && results.TotalHits > 0)
                    {
                        List <TextDataResult>     textDataResults = new List <TextDataResult>();
                        List <FileDocumentResult> fileDocResults  = new List <FileDocumentResult>();

                        List <FacetPathResult>       facetPathResults = new List <FacetPathResult>();
                        IDictionary <string, Facets> facetsMap        = new Dictionary <string, Facets>();

                        // Add the facet count.
                        foreach (FacetData.IndexField item in indexFields)
                        {
                            // Add the facet for each index field.
                            facetsMap[item.DimensionName] = GetTaxonomyFacetCounts(_facetReader, config, collector, item.IndexFieldName);
                        }

                        // Create the multi facet list.
                        foreach (FacetPath facetPath in facetPaths)
                        {
                            try
                            {
                                // Add the facets.
                                Facets facets = facetsMap.First(u => u.Key.ToLower().Contains(facetPath.DimensionName.ToLower())).Value;
                                float  number = facets.GetSpecificValue(facetPath.DimensionName, facetPath.Path);

                                // Add the path.
                                facetPathResults.Add(new FacetPathResult(facetPath.DimensionName, number, facetPath.Path));
                            }
                            catch { }
                        }

                        // For each document found.
                        for (int i = 0; i < totalResult; i++)
                        {
                            FileDocumentResult fileDocument = null;
                            TextDataResult     textData     = null;

                            int docID = results.ScoreDocs[i].Doc;
                            Lucene.Net.Documents.Document doc = searcher.Doc(docID);

                            try
                            {
                                // Get the data for each field.
                                IndexableField[] textNameFields = doc.GetFields("textname");

                                // If this field exists then text data.
                                if (textNameFields.Length > 0)
                                {
                                    // Assign the data to the text document.
                                    textData       = new TextDataResult();
                                    textData.Name  = textNameFields.Length > 0 ? textNameFields[0].StringValue : null;
                                    textData.Score = results.ScoreDocs[i].Score;
                                    textData.Doc   = docID;

                                    // Do not know if the text was stored.
                                    IndexableField[] textValueFields = doc.GetFields("textcomplete");
                                    textData.Text = textValueFields.Length > 0 ? textValueFields[0].StringValue : null;
                                }
                            }
                            catch { }

                            // If text data exists then add.
                            if (textData != null)
                            {
                                textDataResults.Add(textData);
                            }

                            try
                            {
                                // Get the data for each field.
                                IndexableField[] pathNameFields     = doc.GetFields("path");
                                IndexableField[] modifiedNameFields = doc.GetFields("modified");

                                // If this field exists then file document.
                                if (pathNameFields.Length > 0)
                                {
                                    // Assign the data to the path document.
                                    fileDocument          = new FileDocumentResult();
                                    fileDocument.Path     = pathNameFields.Length > 0 ? pathNameFields[0].StringValue : null;
                                    fileDocument.Modified = modifiedNameFields.Length > 0 ? modifiedNameFields[0].StringValue : null;
                                    fileDocument.Score    = results.ScoreDocs[i].Score;
                                    fileDocument.Doc      = docID;
                                }
                            }
                            catch { }

                            // If file data exists then add.
                            if (fileDocument != null)
                            {
                                fileDocResults.Add(fileDocument);
                            }
                        }

                        // Assign the facet document values.
                        documents.MaxScore            = results.MaxScore;
                        documents.TotalHits           = results.TotalHits;
                        documents.FacetPathResults    = facetPathResults.ToArray();
                        documents.TextDataResults     = textDataResults.ToArray();
                        documents.FileDocumentResults = fileDocResults.ToArray();
                    }
                }

                // Return the documents.
                return(documents);
            }
            catch (Exception)
            {
                throw;
            }
        }