explain the concept of RDD (Resilient Distributed Dataset). Also, state how you can create RDDs in Apache Spark.
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Name a few companies that use Apache Spark in production?
Is spark based on hadoop?
Explain about transformations and actions in the context of RDDs.
What is Catalyst framework?
How much faster is Apache spark than Hadoop?
What is off heap memory in spark?
What is apache spark used for?
Why do people use spark?
Do you know the comparative differences between apache spark and hadoop?
Is spark an etl?
Explain the lookup() operation in Spark?
What are the file formats supported by spark?
What operations does rdd support?
What are the various modes in which Spark runs on YARN? (Local vs Client vs Cluster Mode)
In a very huge text file, you want to just check if a particular keyword exists. How would you do this using Spark?