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Databricks-Certified-Data-Engineer-Associate Exam Dumps : Databricks Certified Data Engineer Associate Exam

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Databricks Certified Data Engineer Associate Exam Questions and Answers

Question 1

A data engineer is designing a data pipeline. The source system generates files in a shared directory that is also used by other processes. As a result, the files should be kept as is and will accumulate in the directory. The data engineer needs to identify which files are new since the previous run in the pipeline, and set up the pipeline to only ingest those new files with each run.

Which of the following tools can the data engineer use to solve this problem?

Options:

A.

Unity Catalog

B.

Delta Lake

C.

Databricks SQL

D.

Data Explorer

E.

Auto Loader

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Question 2

A data analyst has created a Delta table sales that is used by the entire data analysis team. They want help from the data engineering team to implement a series of tests to ensure the data is clean. However, the data engineering team uses Python for its tests rather than SQL.

Which of the following commands could the data engineering team use to access sales in PySpark?

Options:

A.

SELECT * FROM sales

B.

There is no way to share data between PySpark and SQL.

C.

spark.sql("sales")

D.

spark.delta.table("sales")

E.

spark.table("sales")

Question 3

A new data engineering team has been assigned to work on a project. The team will need access to database customers in order to see what tables already exist. The team has its own group team.

Which of the following commands can be used to grant the necessary permission on the entire database to the new team?

Options:

A.

GRANT VIEW ON CATALOG customers TO team;

B.

GRANT CREATE ON DATABASE customers TO team;

C.

GRANT USAGE ON CATALOG team TO customers;

D.

GRANT CREATE ON DATABASE team TO customers;

E.

GRANT USAGE ON DATABASE customers TO team;