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NEW QUESTION 71
You create a web app named app1 that runs on an Azure virtual machine named vm1. Vm1 is on an Azure virtual network named vnet1. You plan to create a new Azure Cognitive Search service named service1. You need to ensure that app1 can connect directly to service1 without routing traffic over the public internet.
Solution: You deploy service1 and a public endpoint, and you configure an IP firewall rule.
Does this meet the goal?

A.    Yes
B.    No

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NEW QUESTION 127
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 into the data warehouse.
Does this meet the goal?

A.    Yes
B.    No

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NEW QUESTION 101
You have an Azure Storage account that contains 100 GB of files. The files contain 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 Azure SQL data warehouse. You need to prepare the files to ensure that the data copies quickly.
Solution: You modify the files to ensure that each row is more than 1 MB.
Does this meet the goal?

A.    Yes
B.    No

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NEW QUESTION 210
You are designing an Azure Cosmos DB database that will contain news articles. The articles will have the following properties: Category, Created Datetime, Publish Datetime, Author, Headline, Body Text, and Publish Status. Multiple articles will be published in each category daily, but no two stories in a category will be published simultaneously. Headlines may be updated over time. Publish Status will have the following values: draft, published, updated, and removed. Most articles will remain in the published or updated status. Publish Datetime will be populated only when Publish Status is set to published. You will serve the latest articles to websites for users to consume. You need to recommend a partition key for the database container. The solution must ensure that the articles are served to the websites as quickly as possible. Which partition key should you recommend?

A.    Publish Status
B.    Category + Created Datetime
C.    Headline
D.    Publish Date + Random Suffix

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NEW QUESTION 91
You have an Azure Synapse Analytics dedicated SQL pool that contains a table named Table1. You have files that are ingested and loaded into an Azure Data Lake Storage Gen2 container named container1. You plan to insert data from the files into Table1 and transform the data. Each row of data in the files will produce one row in the serving layer of Table1. You need to ensure that when the source data files are loaded to container1, the DateTime is stored as an additional column in Table1.
Solution: In an Azure Synapse Analytics pipeline, you use a Get Metadata activity that retrieves the DateTime of the files.
Does this meet the goal?

A.    Yes
B.    No

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NEW QUESTION 81
You have an Azure Synapse Analytics dedicated SQL pool that contains a table named Table1. You have files that are ingested and loaded into an Azure Data Lake Storage Gen2 container named container1. You plan to insert data from the files into Table1 and azure Data Lake Storage Gen2 container named container1. You plan to insert data from the files into Table1 and transform the data. Each row of data in the files will produce one row in the serving layer of Table1. You need to ensure that when the source data files are loaded to container1, the DateTime is stored as an additional column in Table1.
Solution: In an Azure Synapse Analytics pipeline, you use a data flow that contains a Derived Column transformation.
Does this meet the goal?

A.    Yes
B.    No

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NEW QUESTION 136
You create a report by using Microsoft Power BI Desktop. The report uses data from a Microsoft SQL Server Analysis Services (SSAS) cube located on your company’s internal network. You plan to publish the report to the Power BI Service. What should you implement to ensure that users who consume the report from the Power BI Service have the most up-to-date data from the cube?

A.    a subscription
B.    a scheduled refresh of the dataset
C.    an OData feed
D.    an On-premises data gateway

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NEW QUESTION 260
You have an Azure subscription that contains an Azure Data Factory version 2 (V2) data factory named df1. Df1 contains a linked service. You have an Azure Key vault named vault1 that contains an encryption key named key1. You need to encrypt df1 by using key1. What should you do first?

A.    Disable purge protection on vault1.
B.    Create a self-hosted integration runtime.
C.    Disable soft delete on vault1.
D.    Remove the linked service from df1.

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NEW QUESTION 1
You develop data engineering solutions for a company. A project requires the deployment of data to Azure Data Lake Storage. You need to implement role-based access control (RBAC) so that project member can manage the Azure Data Lake Storage resources. Which three actions should you perform? (Each correct answer presents part of the solution. Choose three.)

A.    Assign Azure AD security groups to Azure Data Lake Storage.
B.    Configure end-user authentication for the Azure Data Lake Storage account.
C.    Configure service-to-service authentication for the Azure Data Lake Storage account.
D.    Create security groups in Azure Active Directory (Azu e AD) and add project members.
E.    Configure access control lists (ACL) for the Azure Data Lake Storage account.

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