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

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Total Questions: 45

Questions & Answers PDF

• Question 1

  

  A data engineer has realized that they made a mistake when making a daily update to a table. They need to use Delta time travel to restore the table to a version that is 3 days old. However, when the data engineer attempts to time travel to the older version, they are unable to restore the data because the data files have been deleted.Which of the following explains why the data files are no longer present?

  • The VACUUM command was run on the table
  • The TIME TRAVEL command was run on the table
  • The DELETE HISTORY command was run on the table
  • The OPTIMIZE command was nun on the table
  • The HISTORY command was run on the table

  Reveal Answer Answer: C Next Question

• Question 2

  

  Which of the following describes a scenario in which a data team will want to utilize cluster pools?

  • An automated report needs to be refreshed as quickly as possible.
  • An automated report needs to be made reproducible.
  • An automated report needs to be tested to identify errors.
  • An automated report needs to be version-controlled across multiple collaborators.
  • An automated report needs to be runnable by all stakeholders.

  Reveal Answer Answer: E Next Question

• Question 3

  

  Which of the following describes the relationship between Bronze tables and raw data?

  • Bronze tables contain less data than raw data files.
  • Bronze tables contain more truthful data than raw data.
  • Bronze tables contain aggregates while raw data is unaggregated.
  • Bronze tables contain a less refined view of data than raw data.
  • Bronze tables contain raw data with a schema applied.

  Reveal Answer Answer: C Next Question

• Question 4

  

  Which of the following Git operations must be performed outside of Databricks Repos?

  • Commit
  • Pull
  • Push
  • Clone
  • Merge

  Reveal Answer Answer: D Next Question

• Question 5

  

  A data engineer needs to determine whether to use the built-in Databricks Notebooks versioning or version their project using Databricks Repos.Which of the following is an advantage of using Databricks Repos over the Databricks Notebooks versioning?

  • Databricks Repos automatically saves development progress
  • Databricks Repos supports the use of multiple branches
  • Databricks Repos allows users to revert to previous versions of a notebook
  • Databricks Repos provides the ability to comment on specific changes
  • Databricks Repos is wholly housed within the Databricks Lakehouse Platform

  Reveal Answer Answer: B Next Question

• Question 6

  

  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?

  • Databricks account representative
  • This transfer is not possible
  • Workspace administrator
  • New lead data engineer
  • Original data engineer

  Reveal Answer Answer: D Next Question

• Question 7

  

  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?

  • Unity Catalog
  • Delta Lake
  • Databricks SQL
  • Data Explorer
  • Auto Loader

  Reveal Answer Answer: E Next Question

• Question 8

  

  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?

  • CREATE TABLE all_transactions AS SELECT * FROM march_transactions
  • INNER JOIN SELECT * FROM april_transactions; B.
  • CREATE TABLE all_transactions AS SELECT * FROM march_transactions
  • UNION SELECT * FROM april_transactions; C.
  • CREATE TABLE all_transactions AS SELECT * FROM march_transactions
  • OUTER JOIN SELECT * FROM april_transactions; D.
  • CREATE TABLE all_transactions AS SELECT * FROM march_transactions
  • INTERSECT SELECT * from april_transactions; E.
  • CREATE TABLE all_transactions AS SELECT * FROM march_transactions
  • MERGE SELECT * FROM april_transactions;

  Reveal Answer Answer: B Next Question

• Question 9

  

  A new data engineering team. has been assigned to an ELT project. The new data engineering team will need full privileges on the database customers to fully manage the project.Which of the following commands can be used to grant full permissions on the database to the new data engineering team?

  • GRANT USAGE ON DATABASE customers TO team;
  • GRANT ALL PRIVILEGES ON DATABASE team TO customers;
  • GRANT SELECT PRIVILEGES ON DATABASE customers TO teams;
  • GRANT SELECT CREATE MODIFY USAGE PRIVILEGES ON DATABASE customers TO team;
  • GRANT ALL PRIVILEGES ON DATABASE customers TO team;

  Reveal Answer Answer: E Next Question

• Question 10

  

  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?

  • GRANT VIEW ON CATALOG customers TO team;
  • GRANT CREATE ON DATABASE customers TO team;
  • GRANT USAGE ON CATALOG team TO customers;
  • GRANT CREATE ON DATABASE team TO customers;
  • GRANT USAGE ON DATABASE customers TO team;

  Reveal Answer Answer: E Next Question

Page: 1 / 9
Total Questions: 45

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