graphframes/graphframes

feat: GraphFrames.as_reversed about 2 months ago

easy scala pyspark-classic pyspark-connect good first issue

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

doc: Dead link in documentation: Belief Propagation 3 months ago

bug easy documentation scala good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

chore: add sbt-eclipse plugin 4 months ago

simple good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

bug: it is possible to reach GraphFramesUnreachableException 4 months ago

AI Summary: This bug report indicates that GraphFrames can throw a `GraphFramesUnreachableException` when a graph uses Long-like ID types and contains NULL values for source, destination, or ID fields. The expected behavior is for the exception to be more informative, as NULLs represent malformed graph data.

Complexity: 2/5

bug easy scala good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: change the return result for PageRank from GraphFrame to DataFrame 4 months ago

scala pyspark-classic pyspark-connect good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

doc: document the growing lineage problem 5 months ago

documentation good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: PageRank without GraphX 5 months ago

help wanted scala good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: Improved connected components algorithm from Bögeholz et al 6 months ago

enhancement help wanted scala performance

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

[RnD] CD algorithms from Large-Scale Graphs Community Detection using Spark GraphFrames 6 months ago

help wanted scala RnD

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: support for generating random walks 6 months ago

help wanted scala python

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: big star - small star CC in GraphX 6 months ago

enhancement help wanted scala graphx

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: create `GraphFrame.typeDegree()` to provide degree by `relationship` type 7 months ago

help wanted simple good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

bug: TriangleCount example breaks compilation on java8 7 months ago

AI Summary: The TriangleCount example in the project fails to compile on Java 8 due to the use of the `var` keyword, which was introduced in Java 10. The fix involves removing all instances of `var` to ensure compatibility with older Java versions until Spark 3.5.x support is fully established.

Complexity: 1/5

bug good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

chore: unpersist results in tests 7 months ago

easy scala good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

[RnD] Algorithms from the "Using Pregel-like Large Scale Graph Processing Frameworks for Social Network Analysis." Quick, L., et al. (2012). 7 months ago

help wanted scala pregel RnD

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

bug: cannot deploy pages from tags 7 months ago

bug help wanted

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: implement Node2Vec 7 months ago

help wanted scala

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

doc: documentation for algorithms internal functioning 7 months ago

help wanted documentation

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: add struc2vec implementation for structural role discovery 7 months ago

enhancement help wanted

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: add an API GraphFrame.save(path) that saves nodes and edges to a folder 7 months ago

help wanted

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: configure display fields for nodes and edges for running `paths.show()` on the paths returned by `GraphFrames.find()` 7 months ago

help wanted

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

[EPIC] Alternative implementations of GraphX based algorithms 7 months ago

help wanted scala pregel

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

[RnD] Edge-centric Gather-Apply-Scatter model 7 months ago

help wanted RnD

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: check algorithm parameters for validity 7 months ago

enhancement help wanted

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: Change `master` default branch to `main` 7 months ago

enhancement easy documentation good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

Connected Components gives wrong results 7 months ago

help wanted

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: pre-determined settings for Label Propagation Algorithm of Scala version 7 months ago

help wanted

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: create GraphFrame.nodes alias to GraphFrame.vertices 7 months ago

help wanted easy pyspark-classic pyspark-connect

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

feat: update existing Dockerfile 9 months ago

AI Summary: Update the outdated Dockerfile for the GraphFrames project to include necessary tools like a newer JVM, sbt, Python 3.10+, a Spark distribution, protoc, buf, and potentially pre-commit. This involves creating a new, up-to-date Dockerfile and potentially testing its functionality.

Complexity: 3/5

enhancement good first issue

graphframes/graphframes

1.1K

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

Scala

#apache-spark#big-data#connected-components#dataframe#dataframes#graph-algorithms#graph-analysis#graph-theory#graphs#network-motif#network-motifs#networks#pyspark#spark

Open Issues Need Help