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Spark RDD vs Dataframe vs Dataset

May 18, 2019 admin 1 Comment

Similar questions What is the difference between RDD, Dataframe and Dataset? Compare RDD, Dataframe and Datasets.     Spark release…

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Why reduce() is implemented as an action and reduceByKey() is as a transformation?

May 17, 2019 admin Leave a comment

Similar questions: What is the difference between reduce() and reduceByKey()? reduce() vs reduceByKey()   The main difference between reduce and…

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Explain Spark architecture (or) What happens when submit a Spark job?

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This is one of the most common interview questions. As a Spark applications developer we must have the idea of…

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What is the difference between ClassNotFoundException and NoClassDefFoundError? (or) ClassNotFoundException vs NoClassDefFoundError

May 16, 2019 admin Leave a comment

Both ClassNotFoundException and NoClassDefFound will occur when some class is not available at run time. But they occur in different…

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What are the deployment modes in Spark (Client vs Cluster modes)?

May 15, 2019 admin Leave a comment

Similar Questions What is the difference between Spark cluster mode and client mode? Cluster mode vs Client mode in Spark?…

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Spark groupByKey vs reduceByKey vs aggregateByKey

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Similar questions: What is the differences among groupByKey, reduceByKey and aggregateByKey? goupByKey – While using groupByKey we must be careful…

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What is Paired RDD in Spark?

May 14, 2019 admin Leave a comment

Spark Paired RDD is nothing but an RDD that contains key, value pairs. Key-value pairs are linked data items. Keys…

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How to create Singleton class in Java?

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How do you or can you create a Singleton class in Java? Design patterns are generalized solutions for common development…

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What are Companion object and Singleton object in Scala?

May 13, 2019 admin Leave a comment

Singleton Object Singleton objects are the objects that are defined using the keyword object before it and we don’t need…

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What is Whole-Stage CodeGen in Spark?

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Whole-Stage CodeGen is also known as Whole-Stage Java Code Generation, which is a physical query optimization phase in Spakr SQL…

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