Is there a way to join non-DStream RDDs with DStream RDDs?

Here is the use case. I have a lookup table stored in HDFS that I want to
read as an RDD. Then I want to join it with the RDDs that are coming in
through the DStream. How can I do this?

Thanks.

Asim

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