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Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is an RDD?
π‘ Hint: Think about how data is arranged and accessed.
Question 2
Easy
Give an example of a narrow transformation.
π‘ Hint: Consider operations that affect individual partitions.
Practice 4 more questions and get performance evaluation
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is an RDD?
π‘ Hint: Think about Spark's data structures.
Question 2
True or False: Actions in Spark trigger computation and return results to the driver program.
π‘ Hint: Consider what happens when an action is called.
Solve and get performance evaluation
Push your limits with challenges.
Question 1
Construct an RDD that calculates the average word length in a text file and explain your approach.
π‘ Hint: Consider how to combine length counts and total words.
Question 2
Discuss the limitations of using collect()
on large datasets in production.
π‘ Hint: Think about the relationship between the RDD size and driver memory capacity.
Challenge and get performance evaluation