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GAQM Databricks Certified Data Engineer Associate Exam Sample Questions (Q22-Q27):
NEW QUESTION # 22
Which of the following commands will return the location of database customer360?
- A. USE DATABASE customer360;
- B. DESCRIBE DATABASE customer360;
- C. DESCRIBE LOCATION customer360;
- D. DROP DATABASE customer360;
- E. ALTER DATABASE customer360 SET DBPROPERTIES ('location' = '/user'};
Answer: B
NEW QUESTION # 23
A data engineer wants to schedule their Databricks SQL dashboard to refresh once per day, but they only want the associated SQL endpoint to be running when it is necessary.
Which of the following approaches can the data engineer use to minimize the total running time of the SQL endpoint used in the refresh schedule of their dashboard?
- A. They can ensure the dashboard's SQL endpoint is not one of the included query's SQL endpoint.
- B. They can turn on the Auto Stop feature for the SQL endpoint.
- C. They can ensure the dashboard's SQL endpoint matches each of the queries' SQL endpoints.
- D. They can set up the dashboard's SQL endpoint to be serverless.
- E. They can reduce the cluster size of the SQL endpoint.
Answer: B
NEW QUESTION # 24
A data engineer runs a statement every day to copy the previous day's sales into the table transactions. Each day's sales are in their own file in the location "/transactions/raw".
Today, the data engineer runs the following command to complete this task:
After running the command today, the data engineer notices that the number of records in table transactions has not changed.
Which of the following describes why the statement might not have copied any new records into the table?
- A. The PARQUET file format does not support COPY INTO.
- B. The names of the files to be copied were not included with the FILES keyword.
- C. The COPY INTO statement requires the table to be refreshed to view the copied rows.
- D. The format of the files to be copied were not included with the FORMAT_OPTIONS keyword.
- E. The previous day's file has already been copied into the table.
Answer: E
NEW QUESTION # 25
A data engineer has three tables in a Delta Live Tables (DLT) pipeline. They have configured the pipeline to drop invalid records at each table. They notice that some data is being dropped due to quality concerns at some point in the DLT pipeline. They would like to determine at which table in their pipeline the data is being dropped.
Which of the following approaches can the data engineer take to identify the table that is dropping the records?
- A. They can navigate to the DLT pipeline page, click on the "Error" button, and review the present errors.
- B. They can set up DLT to notify them via email when records are dropped.
- C. They can navigate to the DLT pipeline page, click on each table, and view the data quality statistics.
- D. They cannot determine which table is dropping the records.
- E. They can set up separate expectations for each table when developing their DLT pipeline.
Answer: A
NEW QUESTION # 26
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?
- A. CREATE STREAMING LIVE TABLE should be used when the previous step in the DLT pipeline is static.
- B. CREATE STREAMING LIVE TABLE should be used when data needs to be processed through complicated aggregations.
- 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 the subsequent step in the DLT pipeline is static.
- E. CREATE STREAMING LIVE TABLE should be used when data needs to be processed incrementally.
Answer: E
NEW QUESTION # 27
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