Data scientists want to try new Spark job ideas without risking the production civic lake. Which cloud practice best fits that need?
Select an answer to reveal the explanation.
Short Explanation
Practice fields exist so the real stadium turf stays intact. Cloud sandboxes give Spark playpens that never write the production lake. Prod write access and laptop PII copies are the opposite of safe experimentation.
Full Explanation
Cloud sandboxes and isolated projects let teams develop and test Spark jobs against non-production data or masked subsets. That separation protects production lakes from experimental writes and accidental deletes. Unrestricted prod access and uncontrolled PII copies create risk. BDPC cloud usage includes sandboxes as a standard governance-friendly pattern.