A data engineer needs access to a table new_table, but they do not have the correct permissions. They can ask the table owner for permission, but they do not know who the table owner is.
Which of the following approaches can be used to identify the owner of new_table?

• A.Review the Permissions tab in the table's page in Data Explorer
• B.All of these options can be used to identify the owner of the table
• C.Review the Owner field in the table's page in Data Explorer
• D.Review the Owner field in the table's page in the cloud storage solution
• E.There is no way to identify the owner of the table

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Which of the following is a benefit of the Databricks Lakehouse Platform embracing open source technologies?

• A.Cloud-specific integrations
• B.Simplified governance
• C.Ability to scale storage
• D.Ability to scale workloads
• E.Avoiding vendor lock-in

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A data engineer needs to apply custom logic to identify employees with more than 5 years of experience in array column employees in table stores. The custom logic should create a new column exp_employees that is an array of all of the employees with more than 5 years of experience for each row. In order to apply this custom logic at scale, the data engineer wants to use the FILTER higher-order function.
Which of the following code blocks successfully completes this task?

• A.Option A
• B.Option B
• C.Option C
• D.Option D
• E.Option E

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A Delta Live Table pipeline includes two datasets defined using STREAMING LIVE TABLE. Three datasets are defined against Delta Lake table sources using LIVE TABLE.
The table is configured to run in Production mode using the Continuous Pipeline Mode.
Assuming previously unprocessed data exists and all definitions are valid, what is the expected outcome after clicking Start to update the pipeline?

• A.All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will persist to allow for additional testing.
• B.All datasets will be updated once and the pipeline will persist without any processing. The compute resources will persist but go unused.
• C.All datasets will be updated at set intervals until the pipeline is shut down. The compute resources will be deployed for the update and terminated when the pipeline is stopped.
• D.All datasets will be updated once and the pipeline will shut down. The compute resources will be terminated.
• E.All datasets will be updated once and the pipeline will shut down. The compute resources will persist to allow for additional testing.

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Which of the following describes the storage organization of a Delta table?

• A.Delta tables are stored in a collection of files that contain data, history, metadata, and other attributes.
• B.Delta tables are stored in a single file that contains only the data stored within the table.
• C.Delta tables are stored in a collection of files that contain only the data stored within the table.
• D.Delta tables are stored in a single file that contains data, history, metadata, and other attributes.
• E.Delta tables store their data in a single file and all metadata in a collection of files in a separate location.

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