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What do you mean by "code"? If you are talking about custom code to process the data, consider using a scripting processor (Javascript, Jython, or Groovy). If you have specialized requirements or need better performance than the scripting processors offer, you can write your own processor. In either case, you should be able to use the JDBC Query or JDBC Multi Table origins for your pipeline.