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Databricks Databricks-Certified-Data-Engineer-Associate Dumps Questions Answers

Databricks-Certified-Data-Engineer-Associate exam

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Databricks Certified Data Engineer Associate Exam

Last Update Jun 15, 2025
Total Questions : 108 With Comprehensive Analysis

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Last Update Jun 15, 2025
Total Questions : 108 With Comprehensive Analysis

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Databricks Certified Data Engineer Associate Exam Questions and Answers

Questions 1

A data engineer has configured a Structured Streaming job to read from a table, manipulate the data, and then perform a streaming write into a new table.

The code block used by the data engineer is below:

Which line of code should the data engineer use to fill in the blank if the data engineer only wants the query to execute a micro-batch to process data every 5 seconds?

Options:

A.

trigger("5 seconds")

B.

trigger(continuous="5 seconds")

C.

trigger(once="5 seconds")

D.

trigger(processingTime="5 seconds")

Questions 2

A data engineer wants to create a new table containing the names of customers who live in France.

They have written the following command:

CREATE TABLE customersInFrance

_____ AS

SELECT id,

firstName,

lastName

FROM customerLocations

WHERE country = ’FRANCE’;

A senior data engineer mentions that it is organization policy to include a table property indicating that the new table includes personally identifiable information (Pll).

Which line of code fills in the above blank to successfully complete the task?

Options:

A.

COMMENT "Contains PIT

B.

511

C.

"COMMENT PII"

D.

TBLPROPERTIES PII

Questions 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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