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You plan to create a Power BI semantic model named ModeM that will contain data from an Azure SQL database. Model1 will have the following tables. For the last three days, refresh in Power BI has failed, and you receive the following error message: " You have reached the maximum allowable memory allocation for your tier. Consider upgrading to a tier with more available memory. " You need to resolve the error and ensure that query response times are minimized for end users. What should you do?
Correct Answer: B
The correct answer is B (Change the Invoice table to a composite table that contains historical data as a DirectQuery table and hot data as an import table, and then partition the table). DirectQuery leaves data at the source and sends queries when users interact with a report. Transformations therefore need to preserve source compatibility and, where possible, query folding. What determines the answer is the need to resolve the error and ensure that query response times are minimized for end users. Importing or materializing the result would change the storage behavior, while a nonfolding transformation can force inefficient source retrieval. For exam alignment, this is assessed under " Choose between DirectLake, DirectQuery, and Import " in the current study guide. Microsoft Learn reference: https://learn.microsoft.com/en-us/power-bi/connect-data/desktop-directquery- about | PL-300 objective: " Choose between DirectLake, DirectQuery, and Import " | Study guide: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/pl-300