Serialize classes or models is Apache Spark

Normal serialization does work but the deserialized objects cannot be mapped to RDD, i.e. their functions cannot be applied to RDD. Hack:

sc.parallelize(Seq(model), 1).saveAsObjectFile("path")
val sameModel = sc.objectFile[YourCLASS]("path").first()