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All Databricks-Certified-Data-Engineer-Associate Test Inside Databricks Questions

Databricks Certified Data Engineer Associate Exam Questions and Answers

Question 53

A data engineer at a company that uses Databricks with Unity Catalog needs to share a collection of tables with an external partner who also uses a Databricks workspace enabled for Unity Catalog. The data engineer decides to use Delta Sharing to accomplish this.

What is the first piece of information the data engineer should request from the external partner to set up Delta Sharing?

Options:

A.

Their Databricks account password

B.

The name of their Databricks cluster

C.

The IP address of their Databricks workspace

D.

The sharing identifier of their Unity Catalog metastore

Question 54

A data engineer needs to create a table in Databricks using data from a CSV file at location /path/to/csv.

They run the following command:

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

Options:

A.

None of these lines of code are needed to successfully complete the task

B.

USING CSV

C.

FROM CSV

D.

USING DELTA

E.

FROM " path/to/csv "

Question 55

A data engineering team has two tables. The first table march_transactions is a collection of all retail transactions in the month of March. The second table april_transactions is a collection of all retail transactions in the month of April. There are no duplicate records between the tables.

Which of the following commands should be run to create a new table all_transactions that contains all records from march_transactions and april_transactions without duplicate records?

Options:

A.

CREATE TABLE all_transactions ASSELECT * FROM march_transactionsINNER JOIN SELECT * FROM april_transactions;

B.

CREATE TABLE all_transactions ASSELECT * FROM march_transactionsUNION SELECT * FROM april_transactions;

C.

CREATE TABLE all_transactions ASSELECT * FROM march_transactionsOUTER JOIN SELECT * FROM april_transactions;

D.

CREATE TABLE all_transactions ASSELECT * FROM march_transactionsINTERSECT SELECT * from april_transactions;

E.

CREATE TABLE all_transactions ASSELECT * FROM march_transactionsMERGE SELECT * FROM april_transactions;

Question 56

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.