Exceptions in Spark - Job create while using Transformation - What is this?

Before discussing on Exceptions in Spark where a job may appear in the Spark UI even though the operation might conceptually be seen as a transformation or a lazy step, let me explain you what is Transformation and Actions. In Apache Spark, the funda...