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How do I start multiple instances of spark?

I was able to do this before, where I would be able to start multiple instances of spark for testing purposes on the same machine. Now I’‘m unable to do this. Is there a way to change this behavior in spark? I’'m running spark 2.0.5 Thanks for any advice. Alex.