Have you tried this?
https://spark.apache.org/docs/2.0.1/api/scala/index.html#org.apache.spark.graphx.GraphLoader$



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Robin East 
Spark GraphX in Action Michael Malak and Robin East 
Manning Publications Co. 
http://www.manning.com/books/spark-graphx-in-action

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