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Reference: https://www.databricks.com/learn/certification/data-engineer-professional
A data engineer has a Delta table orders with deletion vectors enabled. The engineer executes the following command:
DELETE FROM orders WHERE status = ' cancelled ' ;
What should be the behavior of deletion vectors when the command is executed?
Correct Answer: D 🗳️
Explanation: Only visible for ITExamSimulator members. You can sign-up / login (it's free).
The data architect has decided that once data has been ingested from external sources into the Databricks Lakehouse, table access controls will be leveraged to manage permissions for all production tables and views.
The following logic was executed to grant privileges for interactive queries on a production database to the core engineering group.
GRANT USAGE ON DATABASE prod TO eng;
GRANT SELECT ON DATABASE prod TO eng;
Assuming these are the only privileges that have been granted to the eng group and that these users are not workspace administrators, which statement describes their privileges?
Correct Answer: B 🗳️
Explanation: Only visible for ITExamSimulator members. You can sign-up / login (it's free).
A data ingestion task requires a one-TB JSON dataset to be written out to Parquet with a target part-file size of 512 MB. Because Parquet is being used instead of Delta Lake, built-in file-sizing features such as Auto- Optimize and Auto-Compaction cannot be used.
Which strategy will yield the best performance without shuffling data?
Correct Answer: A 🗳️
Explanation: Only visible for ITExamSimulator members. You can sign-up / login (it's free).
Which Python variable contains a list of directories to be searched when trying to locate required modules?
Correct Answer: E 🗳️
The business reporting team requires that data for their dashboards be updated every hour. The total processing time for the pipeline that extracts, transforms, and loads the data for their pipeline runs in 10 minutes. Assuming normal operating conditions, which configuration will meet their service-level agreement requirements with the lowest cost?
Correct Answer: A 🗳️
Explanation: Only visible for ITExamSimulator members. You can sign-up / login (it's free).
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Viewing questions 1-5 out of 217 questions.
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