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Microsoft DP-201 Dumps PDF
Data Engineering on Microsoft Azure
273 Questions & Answers
Update Date : February 28, 2024
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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 statedgoals. Some question sets might have more than one correct solution, while othersmight not have a correct solution.After you answer a question in this section, you will NOT be able to return to it. As aresult, thesequestions will not appear in the review screen.You are designing an Azure SQL Database that will use elastic pools. You plan to storedata about customers in a table. Each record uses a value for CustomerID.You need to recommend a strategy to partition data based on values in CustomerID.Proposed Solution: Separate data into shards by using horizontal partitioning.Does the solution meet the goal?
A. Yes B. No
You plan to ingest streaming social media data by using Azure Stream Analytics. The datawill be stored in files in Azure Data Lake Storage, and then consumed by using AzureDatabricks and PolyBase in Azure SQL Data Warehouse.You need to recommend a Stream Analytics data output format to ensure that the queriesfrom Databricks and PolyBase against the files encounter the fewest possible errors. Thesolution must ensure that the files can be queried quickly and that the data type information is retained.What should you recommend?
A. Avro B. CSV C. Parquet D. JSON
You have a Windows-based solution that analyzes scientific data. You are designing acloud-based solution that performs real-time analysis of the data.You need to design the logical flow for the solution.Which two actions should you recommend? Each correct answer presents part of the solution.NOTE: Each correct selection is worth one point.
A. Send data from the application to an Azure Stream Analytics job. B. Use an Azure Stream Analytics job on an edge device. Ingress data from an Azure DataFactory instance and build queries that output to Power BI. C. Use an Azure Stream Analytics job in the cloud. Ingress data from the Azure Event Hubinstance and build queries that output to Power BI. D. Use an Azure Stream Analytics job in the cloud. Ingress data from an Azure Event Hubinstance and build queries that output to Azure Data Lake Storage. E. Send data from the application to Azure Data Lake Storage. F. Send data from the application to an Azure Event Hub instance.
A company has locations in North America and Europe. The company uses Azure SQLDatabase to support business apps.Employees must be able to access the app data in case of a region-wide outage. A multiregion availability solution is needed with the following requirements:Read-access to data in a secondary region must be available only in case of anoutage of the primary region.The Azure SQL Database compute and storage layers must be integrated andreplicated together.You need to design the multi-region high availability solution.What should you recommend? To answer, select the appropriate values in the answer area.NOTE: Each correct selection is worth one point.
You are designing an Azure Databricks interactive cluster. The cluster will be usedinfrequently and will be configured for auto-termination.You need to ensure that the cluster configuration is retained indefinitely after the cluster isterminated. The solution must minimize costs.What should you do?
A. Clone the cluster after it is terminated. B. Terminate the cluster manually when processing completes. C. Create an Azure runbook that starts the cluster every 90 days. D. Pin the cluster.