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DATABRICKS-CERTIFIED-ASSOCIATE-DEVELOPER-FOR-APACHE-SPARK · Question #27

DATABRICKS-CERTIFIED-ASSOCIATE-DEVELOPER-FOR-APACHE-SPARK Question #27: Real Exam Question with Answer & Explanation

The correct answer is D: storesDF.coalesce(1). See the full explanation below for the reasoning.

Spark DataFrame Transformations and Performance

Question

Which of the following operations can be used to return a new DataFrame from DataFrame storesDF without inducing a shuffle?

Options

  • AstoresDF.intersect()
  • BstoresDF.repartition(1)
  • CstoresDF.union()
  • DstoresDF.coalesce(1)
  • EstoresDF.rdd.getNumPartitions()

Topics

#Spark DataFrame API#Shuffle#Partitioning#Performance Optimization

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