t616178
commented
7 years ago Here's a quick list of some of the analytics which are available via the Spark Graphframes/GraphX APIs (which might be easy to implement via our GetGraphFrameOfElements operation):
Graphframes
- Connected components
- Strongly connected components
- Label propagation (neighbourhood detection)
- Triangle count
GraphX
- Degree counting
GraphX (via Sparkling Graph)
- Closeness centrality
- Eigenvector centrality
- HITS
- Degree centrality
- Neighborhood Connectivity
- Vertex Embeddedness
- Local Clustering Coefficient
- Freeman’s network centrality
- Modularity
- Adamic/Adar
- Common Neighbours
- Link prediction
What other graph analytic should we expose as Gaffer operations?
The outcome of this issue should be to create other GitHub issues relating to the chosen operations we want to create.