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NEW QUESTION # 36
Which of the following describes the relationship between Bronze tables and raw data?
- A. Bronze tables contain raw data with a schema applied.
- B. Bronze tables contain less data than raw data files.
- C. Bronze tables contain a less refined view of data than raw data.
- D. Bronze tables contain aggregates while raw data is unaggregated.
- E. Bronze tables contain more truthful data than raw data.
NEW QUESTION # 37
Which of the following benefits of using the Databricks Lakehouse Platform is provided by Delta Lake?
- A. The ability to set up alerts for query failures
- B. The ability to manipulate the same data using a variety of languages
- C. The ability to distribute complex data operations
- D. The ability to collaborate in real time on a single notebook
- E. The ability to support batch and streaming workloads
NEW QUESTION # 38
Which of the following Git operations must be performed outside of Databricks Repos?
- A. Commit
- B. Clone
- C. Push
- D. Merge
- E. Pull
NEW QUESTION # 39
A data engineer is attempting to drop a Spark SQL table my_table. The data engineer wants to delete all table metadata and data.
They run the following command:
DROP TABLE IF EXISTS my_table
While the object no longer appears when they run SHOW TABLES, the data files still exist.
Which of the following describes why the data files still exist and the metadata files were deleted?
- A. The table's data was larger than 10 GB
- B. The table was managed
- C. The table's data was smaller than 10 GB
- D. The table was external
- E. The table did not have a location
NEW QUESTION # 40
A data analysis team has noticed that their Databricks SQL queries are running too slowly when connected to their always-on SQL endpoint. They claim that this issue is present when many members of the team are running small queries simultaneously. They ask the data engineering team for help. The data engineering team notices that each of the team's queries uses the same SQL endpoint.
Which of the following approaches can the data engineering team use to improve the latency of the team's queries?
- A. They can turn on the Auto Stop feature for the SQL endpoint.
- B. They can turn on the Serverless feature for the SQL endpoint.
- C. They can increase the maximum bound of the SQL endpoint's scaling range.
- D. They can increase the cluster size of the SQL endpoint.
- E. They can turn on the Serverless feature for the SQL endpoint and change the Spot Instance Policy to
NEW QUESTION # 41