Configuring Full Text Query

Full Text Query is a non-standard SPARQL extension provided by the dotNetRDF.Query.FullText.dll library, please see Full Text Querying with SPARQL for general details on its usage.

You can use the Configuration API to attach full text query functionality to a SPARQL Endpoint. To do this you will need to specify configuration for one of several ancillary objects.

As the Full Text Query functionality is an additional feature it uses a separate Full Text Configuration Vocabulary to specify the additional vocabulary used in configuring these objects.

Note that all types specified by the dnr:type property that refer to classes in this library must have the assembly name dotNetRDF.Query.FullText included and all types that refer to classes from Lucene.Net must include Lucene.Net

Basic Configuration

For all Full Text Configuration you'll need to add the additional prefix declaration like so:

@prefix dnr-ft: <http://www.dotnetrdf.org/configuration/fulltext#> .

You will also need to declare the following:

_:fulltextFactory a dnr:ObjectFactory ;
  dnr:type "VDS.RDF.Configuration.FullTextObjectFactory, dotNetRDF.Query.FullText" .

Index Schema

Index Schemas are specified as follows, this example shows the DefaultIndexSchema which is the only schema included currently (advanced users can create their own schemas):

_:schema a dnr-ft:Schema ;
  dnr:type "VDS.RDF.Query.FullText.Schema.DefaultIndexSchema, dotNetRDF.Query.FullText" .

Indexes

Indexes represent the actual indexed data, currently this means Lucene.Net directories. Their configuration looks like the following, this example shows a file system based index being used:

_:index a dnr-ft:Index ;
  dnr:type "Lucene.Net.Store.FSDirectory, Lucene.Net" ;
  dnr:fromFile "~/App_Data/index/" ;
  dnr-ft:ensureIndex true .

Here the dnr:fromFile property is used to point to the directory where the index resides.

The optional dnr-ft:ensureIndex property is used to ensure that the index is ready for use, this is useful if you are creating a non-persistent index such as a Lucene.Net RAMDirectory.

Analyzers

Analyzers are required for Lucene.Net to do the analysis for both indexing and querying. Their configuration looks like the following, any Analyzer instance that has a unparameterized constructor or takes a single Lucene.Net Version parameter can be loaded this way:

_:analyzer a dnr-ft:Analyzer ;
  dnr:type "Lucene.Net.Analysis.Standard.StandardAnalayzer" ;
  dnr-ft:version 2900 .

The optional dnr-ft:version property is used to specify the version of the analyzer to be used, if none is specified 3000 i.e. Lucene.Net 3.0 is assumed

Indexers

Indexers are classes that implement the IFullTextIndexer interface and can perform indexing. Their configuration looks like the following:

_:indexer a dnr-ft:Indexer ;
  dnr:type "VDS.RDF.Query.FullText.Indexing.Lucene.LuceneObjectsIndexer, dotNetRDF.Query.FullText" ;
  dnr-ft:index _:index .

_:index a dnr-ft:Index ;
  dnr:type "Lucene.Net.Store.FSDirectory, Lucene.Net" ;
  dnr:fromFile "~/App_Data/index/" .

The dnr-ft:index property is used to point to the index being used and is a required property.

You may optionally specify the dnr-ft:analyzer property to point to an analyzer, if not specified the Lucene.Net StandardAnalyzer is used.

Also you may optionally specify the dnr-ft:schema property to point to a Index Schema, if not specified the DefaultIndexSchema is used.

Search Providers

A Search Provider provides the actual full text query capability, currently only one implementation LuceneSearchProvider is available and it is configured as follows:

_:searcher a dnr-ft:Searcher ;
  dnr:type "VDS.RDF.Query.FullText.Search.Lucene.LuceneSearchProvider, dotNetRDF.Query.FullText" ;
  dnr-ft:index _:index .

_:index a dnr-ft:Index ;
  dnr:type "Lucene.Net.Store.FSDirectory, Lucene.Net" ;
  dnr:fromFile "~/App_Data/index/" ;
  dnr-ft:ensureIndex true .

As with Indexers the dnr-ft:index property is required and points to the index being used. Again the dnr-ft:analyzer and dnr-ft:schema properties are optional and the same defaults as for Indexers are used if they are not specified.

Auto-indexing

When you specify a Search Provider you can also state that it should auto-index some data sources to build the index it operates over. This is useful if you want to create non-persistent indexes over small amounts of data in a SPARQL endpoint for example.

This can be done using the dnr-ft:buildIndexFor and dnr-ft:buildIndexWith properties which specify data sources and an Indexer respectively.

An example of this is shown below:

_:searcher a dnr-ft:Searcher ;
  dnr:type "VDS.RDF.Query.FullText.Search.Lucene.LuceneSearchProvider, dotNetRDF.Query.FullText" ;
  dnr-ft:index _:index ;
  dnr-ft:buildIndexWith _:indexer ;
  dnr-ft:buildIndexFor _:graph .

_:index a dnr-ft:Index ;
  dnr:type "Lucene.Net.Store.RAMDirectory, Lucene.Net" ;
  dnr-ft:ensureIndex true .

_:indexer a dnr-ft:Indexer ;
  dnr:type "VDS.RDF.Query.FullText.Indexing.Lucene.LuceneObjectsIndexer, dotNetRDF.Query.FullText" ;
  dnr-ft:index _:index .

_:graph a dnr:Graph ;
  dnr:fromFile "example.rdf" .

Full Text Optimiser

The FullTextOptimiser is the only optimiser provided by the Full Text library and is used to enable actual full text query support. It is configured as follows:

_:optimiser a dnr:AlgebraOptimiser ;
  dnr:type "VDS.RDF.Query.Optimisation.FullTextOptimiser, dotNetRDF.Query.FullText" ;
  dnr-ft:searcher _:searcher .

_:searcher a dnr-ft:Searcher ;
  dnr:type "VDS.RDF.Query.FullText.Search.Lucene.LuceneSearchProvider, dotNetRDF.Query.FullText" ;
  dnr-ft:index _:index .

_:index a dnr-ft:Index ;
  dnr:type "Lucene.Net.Store.FSDirectory, Lucene.Net" ;
  dnr:fromFile "~/App_Data/index/" ;
  dnr-ft:ensureIndex true .

Datasets

You can use the FullTextIndexedDataset as a decorator over another dataset to automatically keep an index in sync with a dataset as that dataset changes.

It is configured as follows:

_:ftDataset a dnr:SparqlDataset ;
  dnr:type "VDS.RDF.Query.Dataset.FullTextIndexedDataset, dotNetRDF.Query.FullText" ;
  dnr:usingDataset _:dataset ;
  dnr-ft:indexer _:indexer ;
  dnr-ft:indexNow true .

_:indexer a dnr-ft:Indexer ;
  dnr:type "VDS.RDF.Query.FullText.Indexing.Lucene.LuceneObjectsIndexer, dotNetRDF.Query.FullText" ;
  dnr-ft:index _:index .

_:index a dnr-ft:Index ;
  dnr:type "Lucene.Net.Store.FSDirectory, Lucene.Net" ;
  dnr:fromFile "~/App_Data/index/" .

_:dataset a dnr:SparqlDataset ;
  dnr:type "VDS.RDF.Query.Dataset.InMemoryDataset" .

The dnr-ft:indexNow property is used to set whether the wrapped dataset should be indexed at initialization time, if you have a pre-built index you should set this to false but for non-persistent datasets you load up on demand it is generally useful to set to true.