The data from the RDD can bring back to the local machine by using Action execution in the Spark. Action execution is the result of the transformations that were created previously. With the help of lineage graph, these Actions can trigger the data execution into original RDD which can have the ability to carry out all the transformations in intermediate and return the final result in Driver program.