graphframes (homepage)

GraphFrames: DataFrame-based Graphs

@graphframes / (7)

This is a prototype package for DataFrame-based graphs in Spark. Users can write highly expressive queries by leveraging the DataFrame API, combined with a new API for motif finding. The user also benefits from DataFrame performance optimizations within the Spark SQL engine.


Tags

  • 3|graph
  • 2|DataFrame

How to

Include this package in your Spark Applications using:

spark-shell, pyspark, or spark-submit

> $SPARK_HOME/bin/spark-shell --packages graphframes:graphframes:0.3.0-spark2.0-s_2.11

sbt

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

spDependencies += "graphframes/graphframes:0.3.0-spark2.0-s_2.11"

Otherwise,

resolvers += "Spark Packages Repo" at "http://dl.bintray.com/spark-packages/maven"

libraryDependencies += "graphframes" % "graphframes" % "0.3.0-spark2.0-s_2.11"

Maven

In your pom.xml, add:
<dependencies>
  <!-- list of dependencies -->
  <dependency>
    <groupId>graphframes</groupId>
    <artifactId>graphframes</artifactId>
    <version>0.3.0-spark2.0-s_2.11</version>
  </dependency>
</dependencies>
<repositories>
  <!-- list of other repositories -->
  <repository>
    <id>SparkPackagesRepo</id>
    <url>http://dl.bintray.com/spark-packages/maven</url>
  </repository>
</repositories>

Releases

Version: 0.3.0-spark2.0-s_2.11 ( 0429ea | zip | jar ) / Date: 2016-11-12 / License: Apache-2.0 / Scala version: 2.11

Version: 0.3.0-spark2.0-s_2.10 ( 0429ea | zip | jar ) / Date: 2016-11-12 / License: Apache-2.0 / Scala version: 2.10

Version: 0.3.0-spark1.6-s_2.10 ( 0429ea | zip | jar ) / Date: 2016-11-12 / License: Apache-2.0 / Scala version: 2.10

Version: 0.3.0-spark1.6-s_2.11 ( 0429ea | zip | jar ) / Date: 2016-11-12 / License: Apache-2.0 / Scala version: 2.11

Version: 0.2.0-spark2.0-s_2.11 ( 1e1196 | zip | jar ) / Date: 2016-08-12 / License: Apache-2.0 / Scala version: 2.11

Version: 0.2.0-spark2.0-s_2.10 ( 1e1196 | zip | jar ) / Date: 2016-08-12 / License: Apache-2.0 / Scala version: 2.10

Version: 0.2.0-spark1.6-s_2.10 ( 1e1196 | zip | jar ) / Date: 2016-08-12 / License: Apache-2.0 / Scala version: 2.10

Version: 0.2.0-spark1.5-s_2.10 ( 1e1196 | zip | jar ) / Date: 2016-08-12 / License: Apache-2.0 / Scala version: 2.10

Version: 0.2.0-spark1.4-s_2.10 ( 1e1196 | zip | jar ) / Date: 2016-08-12 / License: Apache-2.0 / Scala version: 2.10

Version: 0.1.0-spark1.6 ( 14d1c1 | zip | jar ) / Date: 2016-02-25 / License: Apache-2.0 / Scala version: 2.10

Version: 0.1.0-spark1.5 ( 14d1c1 | zip | jar ) / Date: 2016-02-25 / License: Apache-2.0 / Scala version: 2.10

Version: 0.1.0-spark1.4 ( 14d1c1 | zip | jar ) / Date: 2016-02-25 / License: Apache-2.0 / Scala version: 2.10