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You are developing an application by using the Microsoft .NET SDK. The application will access data from a Microsoft Azure Data Lake folder. You plan to authenticate the application by using service-to-service authentication. You need to ensure that the application can access the Data Lake folder. Which three actions should you perform? (Each correct answer presents part of the solution. Choose three.)
A. Register an Azure Active Directory app that uses the Web app/API application type.
B. Configure the application to use the application ID, authentication key, and tenant ID.
C. Assign the Azure Active Directory app permission to the Data Lake Store folder.
D. Configure the application to use the OAuth 2.0 token endpoint.
E. Register an Azure Active Directory app that uses the Native application type.
F. Configure the application to use the application ID and redirect URI.
You ingest data into a Microsoft Azure event hub. You need to export the data from the event hub to Azure Storage and to prepare the data for batch processing tasks in Azure Data Lake Analytics. Which two actions should you perform? (Each correct answer presents part of the solution. Choose two.)
A. Run the Avro extractor from a U-SQL script.
B. Create an Azure Storage account.
C. Add a shared access policy.
D. Enable Event Hubs Archive.
E. Run the CSV extractor from a U-SQL script.
You are creating a Data Factory workflow. The workflow must run a stored procedure from a SQL database, perform a Hive query, and copy data from an on-premises SQL database into an Azure SQL database. These steps must be managed and performed as an atomic unit. You need to configure the workflow. Which Data Factory entity should you use?
B. Linked service
You are designing an Azure Data Lake managed cluster for your organization’s realtime data processing. The streaming data could range from 10 MB to 100 GB per message. You need to choose the correct storage model to store this data. Which storage model should you use?
A. Block Blobs
B. Page Blobs
D. Azure Storage Queues
You have a Microsoft Azure SQL data warehouse. You have an Azure Data Lake Store that contains data from ORC, RC, Parquet, and delimited text files. You need to load the data to the data warehouse in the least amount of time possible. Which two actions should you perform? (Each correct answer presents part of the solution. Choose two.)
A. Use Microsoft SQL Server Integration Services (SSIS) to enumerate from the Data Lake Store by using a for loop.
B. Use AzCopy to export the files from the Data Lake Store to Azure Blob storage.
C. For each file in the loop, export the data to Parallel Data Warehouse by using a Microsoft SQL Server Native Client destination.
D. Load the data by executing the CREATE TABLE AS SELECT statement.
E. Use bcp to import the files.
F. In the data warehouse, configure external tables and external file formats that correspond to the Data Lake Store.
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