Hello Thank you for very interesting job! The question are : 1) where do you store final results or intermediate results? Parquet, Janusgraph, Cassandra ? 2) Is there integration with Spark GraphFrames?
Sincerely yours, Timur On Mon, Dec 18, 2017 at 9:21 AM, Hajira Jabeen <hajirajab...@gmail.com> wrote: > Dear all, > > The Smart Data Analytics group [1] is happy to announce SANSA 0.3 - the > third release of the Scalable Semantic Analytics Stack. SANSA employs > distributed computing via Apache Spark and Flink in order to allow scalable > machine learning, inference and querying capabilities for large knowledge > graphs. > > Website: http://sansa-stack.net > > GitHub: https://github.com/SANSA-Stack > > Download: http://sansa-stack.net/downloads-usage/ > > ChangeLog: https://github.com/SANSA-Stack/SANSA-Stack/releases > > You can find the FAQ and usage examples at http://sansa-stack.net/faq/. > > The following features are currently supported by SANSA: > > * Reading and writing RDF files in N-Triples, Turtle, RDF/XML, N-Quad > format > > * Reading OWL files in various standard formats > > * Support for multiple data partitioning techniques > > * SPARQL querying via Sparqlify (with some known limitations until the > next Spark 2.3.* release) > > * SPARQL querying via conversion to Gremlin path traversals (experimental) > > * RDFS, RDFS Simple, OWL-Horst (all in beta status), EL (experimental) > forward chaining inference > > * Automatic inference plan creation (experimental) > > * RDF graph clustering with different algorithms > > * Rule mining from RDF graphs based AMIE+ > > * Terminological decision trees (experimental) > > * Anomaly detection (beta) > > * Distributed knowledge graph embedding approaches: TransE (beta), > DistMult (beta), several further algorithms planned > > Deployment and getting started: > > * There are template projects for SBT and Maven for Apache Spark as well > as for Apache Flink available [2] to get started. > > * The SANSA jar files are in Maven Central i.e. in most IDEs you can just > search for “sansa” to include the dependencies in Maven projects. > > * There is example code for various tasks available [3]. > > * We provide interactive notebooks for running and testing code [4] via > Docker. > > We want to thank everyone who helped to create this release, in particular > the projects Big Data Europe [5], HOBBIT [6], SAKE [7], Big Data Ocean [8], > SLIPO [9], QROWD [10] and BETTER. > > View this announcement on Twitter and the SDA blog: > > http://sda.cs.uni-bonn.de/sansa-0-3/ > > https://twitter.com/SANSA_Stack/status/941643408300441600 > > Kind regards, > > The SANSA Development Team > > (http://sansa-stack.net/community/#Contributors) > > [1] http://sda.tech > > [2] http://sansa-stack.net/downloads-usage/ > > [3] https://github.com/SANSA-Stack/SANSA-Examples > > [4] https://github.com/SANSA-Stack/SANSA-Notebooks > > [5] http://www.big-data-europe.eu > > [6] https://project-hobbit.eu > > [7] https://www.sake-projekt.de/en/start/ > > [8] http://www.bigdataocean.eu > > [9] http://slipo.eu > > [10] http://qrowd-project.eu > > > > Dr. Hajira Jabeen > Senior researcher, > SDA, Universität Bonn. > > http://sda.cs.uni-bonn.de/people/dr-hajira-jabeen/ >
