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GraphFrames


"... This book will be a great resource for
both readers looking to implement existing
algorithms in a scalable fashion and readers
who are developing new, custom algorithms
using Spark. ..."

Dr. Matei Zaharia
Original Creator of Apache Spark

FOREWORD by Dr. Matei Zaharia

GraphFrames Features

  • GraphFrames is an external package for Apache Spark which provides DataFrame-based Graphs.
  • GraphFrames provides high-level APIs in Scala, Java, and Python.
  • GraphFrames aims to provide both the functionality of GraphX (not available in PySpark) and extended functionality taking advantage of Spark DataFrames. This extended functionality includes motif finding, DataFrame-based serialization, and highly expressive graph queries.

GraphFrames Tutorial and Documentation

  1. GraphFrames User Guide (Python) by Databricks

  2. GraphFrames Documentation

  3. GraphFrames User Guide