GraphFrames: DataFrame-based Graphs

GraphFrames is a powerful library for graph processing built on Apache Spark DataFrames. It allows users to perform graph analytics, queries, and algorithms like PageRank, connected components, and shortest paths directly using Spark's DataFrame API. The project is actively maintained, with frequent releases. The official Python package on PyPI is `graphframes-py`, and its latest version is 0.11.0.