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NEW QUESTION 24
A data engineering team has been using a Databricks SQL query to monitor the performance of an ELT job.
The ELT job is triggered by a specific number of input records being ready to process. The Databricks SQL
query returns the number of minutes since the job’s most recent runtime.
Which of the following approaches can enable the data engineering team to be notified if the ELT job has not
been run in an hour?
- A. They can set up an Alert for the query to notify them if the returned value is greater than 60
- B. They can set up an Alert for the accompanying dashboard to notify when it has not re-freshed in 60
minutes - C. They can set up an Alert for the query to notify when the ELT job fails
- D. They can set up an Alert for the accompanying dashboard to notify them if the returned value is greater
than 60 - E. This type of alerting is not possible in Databricks
Answer: A
NEW QUESTION 25
A data engineer has a Job with multiple tasks that runs nightly. One of the tasks unexpectedly fails during 10
percent of the runs.
Which of the following actions can the data engineer perform to ensure the Job completes each night while
minimizing compute costs?
- A. They can institute a retry policy for the task that periodically fails
- B. They can observe the task as it runs to try and determine why it is failing
- C. They can utilize a Jobs cluster for each of the tasks in the Job
- D. They can set up the Job to run multiple times ensuring that at least one will complete
- E. They can institute a retry policy for the entire Job
Answer: A
NEW QUESTION 26
Which of the following locations hosts the driver and worker nodes of a Databricks-managed clus-ter?
- A. Databricks Filesystem
- B. JDBC data source
- C. Databricks web application
- D. Control plane
- E. Data plane
Answer: E
Explanation:
Explanation
See the Databricks high-level architecture
NEW QUESTION 27
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?
- A. Unity Catalog
- B. Delta Lake
- C. Databricks SQL
- D. Data Explorer
- E. Auto Loader
Answer: E
NEW QUESTION 28
A data engineer wants to create a relational object by pulling data from two tables. The relational object must
be used by other data engineers in other sessions. In order to save on storage costs, the data engineer wants to
avoid copying and storing physical data.
Which of the following relational objects should the data engineer create?
- A. Temporary view
- B. Database
- C. View
- D. Spark SQL Table
- E. Delta Table
Answer: C
NEW QUESTION 29
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