Interface for 'GraphFrames'
Breadth-first search (BFS)
Cache the GraphFrame
Chain graph
Connected components
Degrees of vertices
Edges column names
Extract edges DataFrame
Motif finding: Searching the graph for structural patterns
Graph of friends in a social network.
Create a new GraphFrame
Generate a grid Ising model with random parameters
In-degrees of vertices
Label propagation algorithm (LPA)
Out-degrees of vertices
PageRank
Persist the GraphFrame
Register a GraphFrame object
Strongly connected components
Shortest paths
Generate a star graph
Computes the number of triangles passing through each vertex.
Triplets of graph
Generate two blobs
Unpersist the GraphFrame
Vertices column names
Extract vertices DataFrame
Retrieve a GraphFrame
A 'sparklyr' <https://spark.rstudio.com/> extension that provides an R interface for 'GraphFrames' <https://graphframes.github.io/>. 'GraphFrames' is a package for 'Apache Spark' that provides a DataFrame-based API for working with graphs. Functionality includes motif finding and common graph algorithms, such as PageRank and Breadth-first search.