graphster (homepage)

spark-based library that helps construct and query knowledge graphs from unstructured and structured data

graphster is an open-source spark-based library for scalable, end-to-end knowledge graph construction and querying from unstructured and structured source data. The graphster library takes a collection of documents, extracts mentions and relations to populate a raw knowledge graph, links mentions to entities in Wikidata, and then enriches the knowledge graph with facts from Wikidata. Once the knowledge graph is built, graphster can also help natively query the knowledge graph using SPARQL.

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How to

Include this package in your Spark Applications using:

spark-shell, pyspark, or spark-submit

> $SPARK_HOME/bin/spark-shell --packages thecloudcircle:graphster:0.1.0

sbt

If you use the sbt-spark-package plugin, in your sbt build file, add:

spDependencies += "thecloudcircle/graphster:0.1.0"

Otherwise,

resolvers += "Spark Packages Repo" at "https://repos.spark-packages.org/"

libraryDependencies += "thecloudcircle" % "graphster" % "0.1.0"

Maven

In your pom.xml, add: 
<dependencies>
  <!-- list of dependencies -->
  <dependency>
    <groupId>thecloudcircle</groupId>
    <artifactId>graphster</artifactId>
    <version>0.1.0</version>
  </dependency>
</dependencies>
<repositories>
  <!-- list of other repositories -->
  <repository>
    <id>SparkPackagesRepo</id>
    <url>https://repos.spark-packages.org/</url>
  </repository>
</repositories>

Releases

Version: 0.1.0 ( 11f297 | zip | jar ) / Date: 2022-08-09 / License: Apache-2.0