>
> We know Scala 2.11 has remove the limitation of parameter number, but
> Spark 1.0 is not compatible with it. So now we are considering use java
> beans instead of Scala case classes.
>

You can also manually create a class that implements scala's Product
interface.  Finally, SPARK-2179
<https://issues.apache.org/jira/browse/SPARK-2179> will give you
programatic non-classed based way to describe the schema.  Someone is
working on this now.

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