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Databricks Certified Data Engineer Associate exam (Databricks Certified Data Engineer Associate exam) - Databricks Exam Questions

Last updated on June 20, 2026

97% Exam Compliance
109 Total Questions
1
Question
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 cade block used by the data engineer is below:

Exhibit

If the data engineer only wants the query to execute a micro-batch to process data every 5 seconds,
which of the following lines of code should the data engineer use to fill in the blank?
Options
A trigger(processingTime="5 seconds")
B trigger(continuous="5 seconds")
C trigger()
D trigger(once="5 seconds")
E trigger("5 seconds")
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2
Question
A data engineer needs to create a table in Databricks using data from their organization’s existing SQLite database.

Exhibit

They run the following command: Which of the following lines of code fills in the above blank to successfully complete the task?
Options
A sqlite
B org.apache.spark.sql.jdbc
C org.apache.spark.sql.sqlite
D autoloader
E DELTA
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3
Question
A Delta Live Table pipeline includes two datasets defined using streaming live table. Three datasets are defined against Delta Lake table sources using live table. The table is configured to run in Production mode using the Continuous Pipeline Mode.

What is the expected outcome after clicking Start to update the pipeline assuming previously unprocessed data exists and all definitions are valid? A.
Options
A All datasets will be updated once and the pipeline will shut down. The compute resources will be terminated.
All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will persist to allow for additional testing.
All datasets will be updated once and the pipeline will shut down. The compute resources will persist to allow for additional testing.
All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will be deployed for the update and terminated when the pipeline is stopped.
B C.
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4
Question
A data engineer has left the organization. The data team needs to transfer ownership of the data engineer’s Delta tables to a new data engineer. The new data engineer is the lead engineer on the data team. Assuming the original data engineer no longer has access, which of the following individuals must be the one to transfer ownership of the Delta tables in Data Explorer?
Options
A New lead data engineer
B Original data engineer
C This transfer is not possible
D Workspace administrator
E Databricks account representative
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5
Question
A data engineer wants to schedule their Databricks SQL dashboard to refresh every hour, but they only want the associated SQL endpoint to be running when It is necessary. The dashboard has multiple queries on multiple datasets associated with it. The data that feeds the dashboard is automatically processed using a Databricks Job.

Which approach can the data engineer use to minimize the total running time of the SQL endpoint used in the refresh schedule of their dashboard?
Options
A 0 They can ensure the dashboard's SQL endpoint matches each of the queries' SQL endpoints.
B O They can set up the dashboard's SQL endpoint to be serverless.
C Q They can turn on the Auto Stop feature for the SQL endpoint.
D O They can reduce the cluster size of the SQL endpoint.
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