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Databricks-Certified-Professional-Data-Engineer Exam Dumps : Databricks Certified Data Engineer Professional Exam

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Databricks Certified Data Engineer Professional Exam Questions and Answers

Question 1

A data engineer wants to automate job monitoring and recovery in Databricks using the Jobs API. They need to list all jobs, identify a failed job, and rerun it.

Which sequence of API actions should the data engineer perform?

Options:

A.

Use the jobs/list endpoint to list jobs, check job run statuses with jobs/runs/list, and rerun a failed job using jobs/run-now.

B.

Use the jobs/get endpoint to retrieve job details, then use jobs/update to rerun failed jobs.

C.

Use the jobs/list endpoint to list jobs, then use the jobs/create endpoint to create a new job, and run the new job using jobs/run-now.

D.

Use the jobs/cancel endpoint to remove failed jobs, then recreate them with jobs/create and run the new ones.

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Question 2

When evaluating the Ganglia Metrics for a given cluster with 3 executor nodes, which indicator would signal proper utilization of the VM ' s resources?

Options:

A.

The five Minute Load Average remains consistent/flat

B.

Bytes Received never exceeds 80 million bytes per second

C.

Network I/O never spikes

D.

Total Disk Space remains constant

E.

CPU Utilization is around 75%

Question 3

Which method can be used to determine the total wall-clock time it took to execute a query?

Options:

A.

In the Spark UI, take the job duration of the longest-running job associated with that query.

B.

In the Spark UI, take the sum of all task durations that ran across all stages for all jobs associated with that query.

C.

Open the Query Profiler associated with that query and use the Total wall-clock duration metric.

D.

Open the Query Profiler associated with that query and use the Aggregated task time metric.