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Databricks Databricks-Certified-Professional-Data-Engineer Exam With Confidence Using Practice Dumps

Exam Code:
Databricks-Certified-Professional-Data-Engineer
Exam Name:
Databricks Certified Data Engineer Professional Exam
Certification:
Databricks Certification
Vendor:
Databricks
Questions:
195
Last Updated:
Apr 19, 2026
Exam Status:
Stable
Databricks Databricks-Certified-Professional-Data-Engineer

Databricks-Certified-Professional-Data-Engineer: Databricks Certification Exam 2025 Study Guide Pdf and Test Engine

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Databricks Certified Data Engineer Professional Exam Questions and Answers

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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

The following table consists of items found in user carts within an e-commerce website.

The following MERGE statement is used to update this table using an updates view, with schema evaluation enabled on this table.

How would the following update be handled?

Options:

A.

The update is moved to separate ' ' restored ' ' column because it is missing a column expected in the target schema.

B.

The new restored field is added to the target schema, and dynamically read as NULL for existing unmatched records.

C.

The update throws an error because changes to existing columns in the target schema are not supported.

D.

The new nested field is added to the target schema, and files underlying existing records are updated to include NULL values for the new field.

Question 3

Which distribution does Databricks support for installing custom Python code packages?

Options:

A.

sbt

B.

CRAN

C.

CRAM

D.

nom

E.

Wheels

F.

jars

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