Github user RussellSpitzer commented on a diff in the pull request:

    https://github.com/apache/incubator-tinkerpop/pull/129#discussion_r43542704
  
    --- Diff: 
spark-gremlin/src/main/java/org/apache/tinkerpop/gremlin/spark/process/computer/SparkGraphComputer.java
 ---
    @@ -130,12 +142,13 @@ public GraphComputer config(final String key, final 
Object value) {
                     try {
                         graphRDD = 
hadoopConfiguration.getClass(Constants.GREMLIN_SPARK_GRAPH_INPUT_RDD, 
InputFormatRDD.class, InputRDD.class)
                                 .newInstance()
    -                            .readGraphRDD(this.sparkConfiguration, 
sparkContext)
    -                            .setName("graphRDD")
    +                            .readGraphRDD(apacheConfiguration, 
sparkContext)
    +                            
.setName(sparkConfiguration.get(Constants.GREMLIN_HADOOP_OUTPUT_LOCATION, 
"graphRDD"))
                                 .cache();
    --- End diff --
    
    I believe this "cache" is basically saving the initial state of the graph 
after having been read from the source. This will be helpful if there are two 
separate DAGs being built from the graphRDD base, but we need to be sure to 
unpersist this in all cases.


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