@pankaj kushwaha Making sure all the services are stopped and then doing a shutdown command from inside the host VM is your best bet at making sure nothing gets broken.
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I think the Spark exam is currently on HDP 2.4, which is Spark 1.6. https://community.hortonworks.com/questions/50206/which-version-of-spark-is-available-hdpcdspark.html
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