Running Spark on Local Machine

Apache Spark is a fast and general-purpose cluster computing system. To get maximum potential out of it, Spark should be running on a distributed computing system. However, one might not have access to any distributed system all the time. Specially, for learning purpose one might want tor run spark on his/her own computer. This is actually a very easy task to do. There is a handful of way to do this. I would show, what I have done to run Spark on my laptop.
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