The Spark Graphx library provides built-in implementations for some very popular graph algorithms. These implementations help to perform various graph-based analytics in a simplified manner. The org.apache.Spark.graphx.GraphOps API allows for executing these operations on the graph. In this section, we will run graph-based analytics using the following implementations: