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

Exam Code: Databricks-Certified-Data-Engineer-Associate
Certification: Databricks Certification
Vendor: Databricks
Last Update: Mar 29, 2024
Questions: 90
10  Customers Passed Databricks Databricks-Certified-Data-Engineer-Associate
87%  Average Success In Real Exam
94%  Questions came word by word from this dump
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Databricks Certified Data Engineer Associate Exam Questions and Answers

Questions 1

A data engineer and data analyst are working together on a data pipeline. The data engineer is working on the raw, bronze, and silver layers of the pipeline using Python, and the data analyst is working on the gold layer of the pipeline using SQL. The raw source of the pipeline is a streaming input. They now want to migrate their pipeline to use Delta Live Tables.

Which of the following changes will need to be made to the pipeline when migrating to Delta Live Tables?

Options:

A.

None of these changes will need to be made

B.

The pipeline will need to stop using the medallion-based multi-hop architecture

C.

The pipeline will need to be written entirely in SQL

D.

The pipeline will need to use a batch source in place of a streaming source

E.

The pipeline will need to be written entirely in Python

Questions 2

A data engineer has joined an existing project and they see the following query in the project repository:

CREATE STREAMING LIVE TABLE loyal_customers AS

SELECT customer_id -

FROM STREAM(LIVE.customers)

WHERE loyalty_level = 'high';

Which of the following describes why the STREAM function is included in the query?

Options:

A.

The STREAM function is not needed and will cause an error.

B.

The table being created is a live table.

C.

The customers table is a streaming live table.

D.

The customers table is a reference to a Structured Streaming query on a PySpark DataFrame.

E.

The data in the customers table has been updated since its last run.

Questions 3

Which of the following describes when to use the CREATE STREAMING LIVE TABLE (formerly CREATE INCREMENTAL LIVE TABLE) syntax over the CREATE LIVE TABLE syntax when creating Delta Live Tables (DLT) tables using SQL?

Options:

A.

CREATE STREAMING LIVE TABLE should be used when the subsequent step in the DLT pipeline is static.

B.

CREATE STREAMING LIVE TABLE should be used when data needs to be processed incrementally.

C.

CREATE STREAMING LIVE TABLE is redundant for DLT and it does not need to be used.

D.

CREATE STREAMING LIVE TABLE should be used when data needs to be processed through complicated aggregations.

E.

CREATE STREAMING LIVE TABLE should be used when the previous step in the DLT pipeline is static.

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