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databricks CERTIFIED_DATA_ENGINEER_PROFESSIONAL

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Exam contains 222 questions

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Question 43 🔥

The data governance team is reviewing code used for deleting records for compliance with GDPR. They note the following logic is used to delete records from the Delta Lake table named users.Assuming that user_id is a unique identifying key and that delete_requests contains all users that have requested deletion, which statement describes whether successfully executing the above logic guarantees that the records to be deleted are no longer accessible and why?

Which database solution meets these requirements?
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Question 44 🔥

An external object storage container has been mounted to the location /mnt/finance_eda_bucket.The following logic was executed to create a database for the finance team:After the database was successfully created and permissions configured, a member of the finance team runs the following code:If all users on the finance team are members of the finance group, which statement describes how the tx_sales table will be created?

Which database solution meets these requirements?
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Question 45 🔥

Which statement characterizes the general programming model used by Spark Structured Streaming?

Which database solution meets these requirements?
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Question 46 🔥

What statement is true regarding the retention of job run history?

Which database solution meets these requirements?
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Question 47 🔥

A data engineer, User A, has promoted a new pipeline to production by using the REST API to programmatically create several jobs. A DevOps engineer, User B, has configured an external orchestration tool to trigger job runs through the REST API. Both users authorized the REST API calls using their personal access tokens.Which statement describes the contents of the workspace audit logs concerning these events?

Which database solution meets these requirements?
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Question 48 🔥

Where in the Spark UI can one diagnose a performance problem induced by not leveraging predicate push-down?

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