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JVM heap memory error

I know this isn't entirely about Vertica, but i guess this is a good place to ask this. While performing scalability testing on a UDF using PARTITION BY we encountered an error

Error in .jcall(rp, "[D", "getDoubles", i) : 
java.lang.OutOfMemoryError: Java heap space

Similar errors have appeared such as 

java.lang.OutOfMemoryError: GC overhead limit exceeded


Help?


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