
Answer-first summary for fast verification
Answer: A job cluster is the most suitable option for this scheduled task.
The correct answer is to use a job cluster for this purpose. Job clusters are optimized for scheduled tasks where interaction with the notebook during execution is not required, making them more cost-effective than all-purpose clusters. Additionally, job clusters are terminated upon job completion, which is a standard practice for scheduled jobs to optimize resource usage.
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You are tasked with setting up a scheduled job that populates a reporting table every hour for downstream processes. Which type of cluster should you use for this job?
A
Use an all-purpose cluster since it's just a single job running every hour.
B
A job cluster is the most suitable option for this scheduled task.
C
Utilize an Azure VM to read and write delta tables in Python.
D
Implement a Delta Live Table pipeline to run in continuous mode.
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