Someone just posted a very similar question:
http://apache-spark-user-list.1001560.n3.nabble.com/java-lang-IllegalStateException-unread-block-data-tt20668.html

I ran into this a few weeks back -- I can't remember if my jar was built
against a different version of spark or if I had accidentally included a
hadoop jar on the path. It's a pretty obscure error but it did seem to be
related to mismatched versions of jars. I would carefully look at the fatjar
you're submitting and the executor classpath



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