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

Exam Code:
Databricks-Certified-Data-Engineer-Associate
Exam Name:
Databricks Certified Data Engineer Associate Exam
Certification:
Databricks Certification
Vendor:
Databricks
Questions:
153
Last Updated:
Dec 4, 2025
Exam Status:
Stable
Databricks Databricks-Certified-Data-Engineer-Associate

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

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Databricks Certified Data Engineer Associate Exam Questions and Answers

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Question 1

A Databricks workflow fails at the last stage due to an error in a notebook. This workflow runs daily. The data engineer fixes the mistake and wants to rerun the pipeline. This workflow is very costly and time-intensive to run.

Which action should the data engineer do in order to minimise downtime and cost?

Options:

A.

Switch to another cluster

B.

Repair run

C.

Re-run the entire workflow

D.

Restart the cluster

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Question 2

An organization needs to share a dataset stored in its Databricks Unity Catalog with an external partner who uses a different data platform that is not Databricks. The goal is to maintain data security and ensure the partner can access the data efficiently.

Which method should the data engineer use to securely share the dataset with the external partner?

Options:

A.

Using Delta Sharing with the open sharing protocol

B.

Exporting data as CSV files and emailing them

C.

Using a third-party API to access the Delta table

D.

Databricks-to-Databricks Sharing

Question 3

A data engineer is attempting to drop a Spark SQL table my_table. The data engineer wants to delete all table metadata and data.

They run the following command:

DROP TABLE IF EXISTS my_table

While the object no longer appears when they run SHOW TABLES, the data files still exist.

Which of the following describes why the data files still exist and the metadata files were deleted?

Options:

A.

The table’s data was larger than 10 GB

B.

The table’s data was smaller than 10 GB

C.

The table was external

D.

The table did not have a location

E.

The table was managed

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