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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 is performing a join operating to combine values from a static userlookup table with a streaming DataFrame streamingDF.

Which code block attempts to perform an invalid stream-static join?

Options:

A.

userLookup.join(streamingDF, ["userid"], how="inner")

B.

streamingDF.join(userLookup, ["user_id"], how="outer")

C.

streamingDF.join(userLookup, ["user_id”], how="left")

D.

streamingDF.join(userLookup, ["userid"], how="inner")

E.

userLookup.join(streamingDF, ["user_id"], how="right")

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Question 2

A data engineer wants to join a stream of advertisement impressions (when an ad was shown) with another stream of user clicks on advertisements to correlate when impression led to monitizable clicks.

Which solution would improve the performance?

A)

B)

C)

D)

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

Question 3

A production cluster has 3 executor nodes and uses the same virtual machine type for the driver and executor.

When evaluating the Ganglia Metrics for this cluster, which indicator would signal a bottleneck caused by code executing on the driver?

Options:

A.

The five Minute Load Average remains consistent/flat

B.

Bytes Received never exceeds 80 million bytes per second

C.

Total Disk Space remains constant

D.

Network I/O never spikes

E.

Overall cluster CPU utilization is around 25%