
Explanation:
Let's evaluate each option to determine its accuracy:
For more details, refer to the documentation on Checkpointing in Spark Streaming.
Ultimate access to all questions.
Which of the following statements accurately describes the role of checkpoints in a streaming query?
A
Checkpoints are essential for reading data in a streaming query.
B
Every distinct streaming query must have a unique checkpoint.
C
Utilizing checkpoints enables fault tolerance in streaming queries.
D
Options B and C are both correct.
E
All the above statements are correct.
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