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How does Spark Streaming work?

What are the key components of Spark MLlib?

What is the syntax to sort a Spark DataFrame in descending order based on a specific column in Scala?

Explain the concept of a Spark driver program.

What is the role of a Spark executor?

How does Spark handle fault tolerance?

What is the purpose of a Spark cluster manager?

Provide the syntax to perform a distinct operation on a Spark DataFrame in SQL.

How do you add a new column to a Spark DataFrame using the DataFrame API in Python?

Explain the concept of Spark’s checkpointing.

How does Spark handle data compression?

What is the role of SparkSession in Spark?

Explain the syntax for performing aggregation on a Spark DataFrame in Scala.

What are the key components of Spark MLlib?

What is the purpose of Spark GraphX?

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