DP-203 Exam Question 36

You are designing a security model for an Azure Synapse Analytics dedicated SQL pool that will support multiple companies. You need to ensure that users from each company can view only the data of their respective company. Which two objects should you include in the solution? Each correct answer presents part of the solution NOTE: Each correct selection it worth one point.
  • DP-203 Exam Question 37

    You plan to build a structured streaming solution in Azure Databricks. The solution will count new events in five-minute intervals and report only events that arrive during the interval. The output will be sent to a Delta Lake table.
    Which output mode should you use?
  • DP-203 Exam Question 38

    You have an Azure Data Lake Storage account that contains a staging zone.
    You need to design a daily process to ingest incremental data from the staging zone, transform the data by executing an R script, and then insert the transformed data into a data warehouse in Azure Synapse Analytics.
    Solution: You use an Azure Data Factory schedule trigger to execute a pipeline that executes mapping data Flow, and then inserts the data info the data warehouse.
    Does this meet the goal?
  • DP-203 Exam Question 39

    Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
    After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
    You have an Azure Storage account that contains 100 GB of files. The files contain rows of text and numerical values. 75% of the rows contain description data that has an average length of 1.1 MB.
    You plan to copy the data from the storage account to an enterprise data warehouse in Azure Synapse Analytics.
    You need to prepare the files to ensure that the data copies quickly.
    Solution: You copy the files to a table that has a columnstore index.
    Does this meet the goal?
  • DP-203 Exam Question 40

    You are planning a streaming data solution that will use Azure Databricks. The solution will stream sales transaction data from an online store. The solution has the following specifications:
    * The output data will contain items purchased, quantity, line total sales amount, and line total tax amount.
    * Line total sales amount and line total tax amount will be aggregated in Databricks.
    * Sales transactions will never be updated. Instead, new rows will be added to adjust a sale.
    You need to recommend an output mode for the dataset that will be processed by using Structured Streaming. The solution must minimize duplicate data.
    What should you recommend?