In this assignment we will learn how to use DataBrick's GraphFrames library for graph-parallel computation in the Spark ecosystem. GraphFrames is a package for Apache Spark which provides ...

Follow these steps to create a virtual environment with the necessary dependencies.

This workspace benchmarks PageRank memory usage on the LiveJournal graph stored as CSR arrays in livejournal-csr.duckdb. GraphFrames also needs Java and Spark. The ...

Graph data is prevalent in many domains, but it has usually required specialized engines to analyze. This design is onerous for users and precludes optimization across complete workflows. We present ...