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https://issues.apache.org/jira/browse/JENA-1894?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17200271#comment-17200271
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Claus Stadler commented on JENA-1894:
-------------------------------------
Hi Andy,
Last Friday I got to know the Tentris system written by some of my collegues
Tentris – A Tensor-Based Triple Store
Alexander Bigerl, Felix Conrads, Charlotte Behning, Mohamed Sherif, Muhammad
Saleem and Axel-Cyrille Ngonga Ngomo (2020) Tentris – A Tensor-Based Triple
Store. In: The Semantic Web – ISWC 2020
https://tentris.dice-research.org/iswc2020/
Link to the paper is also there.
I realized that my generalizations of tuples was essentially half-way (if not
more) to their described tensor-based approach and I now have a prototype
running on my past week's work on allowing custom storage layouts to be defined.
I have already wrapped the engine up as a Model using a custom OpExecutor and
StageGenerator.
However, the StageGenerator interface is somewhat a bad fit: Just like my
attempt to serve results from index surfaces, their work does the same in a
more general way. Yet, in both cases at the end there is a basic graph pattern
execution which requires information about the projection and whether distinct
is set in order to optimize lookup on the indices.
For example, on a Watdiv-100 dataset using the queries from the link to the
website I get these results on my notebook:
Default Model: 2.876 s - num queries: 45 num bindings: 67556 avg qps:
15.646136479857049
Tentris Model: 496.1 ms - num queries: 45 num bindings: 67556 avg qps:
90.70660243744243
> Insert-order preserving dataset
> -------------------------------
>
> Key: JENA-1894
> URL: https://issues.apache.org/jira/browse/JENA-1894
> Project: Apache Jena
> Issue Type: Improvement
> Components: ARQ
> Affects Versions: Jena 3.14.0
> Reporter: Claus Stadler
> Priority: Major
>
> To the best of my knowledge, there is no backend for datasets that retains
> insert order.
> This feature is particularly useful when changing RDF files in a git
> repository, as it makes for nice commits. An insert-order preserving
> Triple/QuadTable implementation enables:
> * Writing (subject-grouped) RDF files or events from an RDF stream out in
> nearly the same way they were read in - this makes it easier to compare
> outputs of data transformations
> * Combining ORDER BY with CONSTRUCT queries:
> {code:java}
> Dataset ds = DatasetFactory.createOrderPreservingDataset();
> QueryExecutionFactory.create("CONSTRUCT WHERE { ?s ?p ?o } ORDER BY ?s ?p
> ?o", ds);
> RDFDataMgr.write(System.out, ds, RDFFormat.TURTLE_BLOCKS);
> {code}
> I have created an implementation for this some time ago with the main classes
> of the machinery being:
> *
> [QuadTableFromNestedMaps.java|https://github.com/SmartDataAnalytics/jena-sparql-api/blob/a18b069e963bdef6cc9e8915f3e8f766893bab15/jena-sparql-api-rx/src/main/java/org/aksw/jena_sparql_api/rx/QuadTableFromNestedMaps.java#L26]
> * In addition, I created a lazy (but adequate?) wrapper for re-using a quad
> table as a triple table:
>
> [TripleTableFromQuadTable.java|https://github.com/SmartDataAnalytics/jena-sparql-api/blob/a18b069e963bdef6cc9e8915f3e8f766893bab15/jena-sparql-api-rx/src/main/java/org/aksw/jena_sparql_api/rx/TripleTableFromQuadTable.java#L30]
> * The DatasetGraph wapper:
>
> [DatasetGraphQuadsImpl.java|https://github.com/SmartDataAnalytics/jena-sparql-api/blob/a18b069e963bdef6cc9e8915f3e8f766893bab15/jena-sparql-api-rx/src/main/java/org/aksw/jena_sparql_api/rx/DatasetGraphQuadsImpl.java#L32]
> The actual factory code then uses:
> {code:java}
> public static DatasetGraph createOrderPreservingDatasetGraph() {
> QuadTable quadTable = new QuadTableFromNestedMaps();
> TripleTable tripleTable = new TripleTableFromQuadTable(quadTable);
> DatasetGraph result = new DatasetGraphInMemory(quadTable,
> tripleTable);
> return result;
> }
> {code}
> Note, that DatasetGraphQuadsImpl at present falsly claims that it is
> transaction aware - because otherwise any SPARQL insert caused an exception
> (I have not tried with the latest fixes for 3.15.0-SNAPSHOT yet). In any
> case, for the use cases of writing out RDF transactions may not even be
> necessary, but if there is an easy way to add them, then it should be done.
> An example of the above code in action is here: [Git Diff based on ordered
> turtle-blocks output
> |https://github.com/SmartDataAnalytics/lodservatory/commit/ec50cd33230a771c557c1ed2751799401ea3fd89]
> The downside of using this kind of order preserving dataset is, that
> essentially it only features an gspo index. Hence, the performance
> characteristics of this kind of order preserving dataset - which is intended
> mostly for serialization or presentation - varies greatly form the
> query-optimized implementations.
> In any case, order preserving datasets are a highly useful feature for Jena
> and I'd gladly contribute a PR for that. My main questions are:
> * How to call the factory methods in DatasetFactory, DatasetGraphFactory etc
> - createOrderPreservingDataset?
> * In the approach using QuadTableFromNestedMaps needed - or can a different
> implementation of QuadTable be repurposed?
> * It seems that the abstract class DatasetGraphQuads does not have any
> implementation at least in ARQ and the jena modules I use (according to
> eclipse) - so my custom implementation of DatasetGraphQuadsImpl seems to be
> needed, or is there a similar class lying around in another jena package?
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