100% PASS MICROSOFT - AUTHORITATIVE LATEST DP-203 DUMPS SHEET

100% Pass Microsoft - Authoritative Latest DP-203 Dumps Sheet

100% Pass Microsoft - Authoritative Latest DP-203 Dumps Sheet

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You will need to pass the Data Engineering on Microsoft Azure (DP-203) exam to achieve the Microsoft DP-203 certification. Due to extremely high competition, passing the Microsoft DP-203 exam is not easy; however, possible. You can use 2Pass4sure products to pass the DP-203 Exam on the first attempt. The Microsoft practice exam gives you confidence and helps you understand the criteria of the testing authority and pass the Data Engineering on Microsoft Azure (DP-203) exam on the first attempt.

The DP-203 exam consists of multiple choice questions that cover a range of topics, including data storage, data processing, data security, and data monitoring. DP-203 exam is timed and lasts for about 150 minutes. Microsoft recommends that candidates have at least two years of experience working with Azure data services before taking the DP-203 Exam. Data Engineering on Microsoft Azure certification is valid for two years, after which candidates must retake the exam or earn a different Azure certification to maintain their credentials.

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Microsoft Data Engineering on Microsoft Azure Sample Questions (Q68-Q73):

NEW QUESTION # 68
You have an Azure Synapse Analytics job that uses Scala.
You need to view the status of the job.
What should you do?

  • A. From Azure Monitor, run a Kusto query against the SparkLogying1 Event.CL table.
  • B. From Synapse Studio, select the workspace. From Monitor, select SQL requests.
  • C. From Azure Monitor, run a Kusto query against the AzureDiagnostics table.
  • D. From Synapse Studio, select the workspace. From Monitor, select Apache Sparks applications.

Answer: D


NEW QUESTION # 69
You have an Azure subscription that contains an Azure Data Lake Storage account. The storage account contains a data lake named DataLake1.
You plan to use an Azure data factory to ingest data from a folder in DataLake1, transform the data, and land the data in another folder.
You need to ensure that the data factory can read and write data from any folder in the DataLake1 file system.
The solution must meet the following requirements:
* Minimize the risk of unauthorized user access.
* Use the principle of least privilege.
* Minimize maintenance effort.
How should you configure access to the storage account for the data factory? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation
Text Description automatically generated with low confidence

Box 1: Azure Active Directory (Azure AD)
On Azure, managed identities eliminate the need for developers having to manage credentials by providing an identity for the Azure resource in Azure AD and using it to obtain Azure Active Directory (Azure AD) tokens.
Box 2: a managed identity
A data factory can be associated with a managed identity for Azure resources, which represents this specific data factory. You can directly use this managed identity for Data Lake Storage Gen2 authentication, similar to using your own service principal. It allows this designated factory to access and copy data to or from your Data Lake Storage Gen2.
Note: The Azure Data Lake Storage Gen2 connector supports the following authentication types.
* Account key authentication
* Service principal authentication
* Managed identities for Azure resources authentication
Reference:
https://docs.microsoft.com/en-us/azure/active-directory/managed-identities-azure-resources/overview
https://docs.microsoft.com/en-us/azure/data-factory/connector-azure-data-lake-storage


NEW QUESTION # 70
You need to implement an Azure Synapse Analytics database object for storing the sales transactions dat a. The solution must meet the sales transaction dataset requirements.
What solution must meet the sales transaction dataset requirements.
What should you do? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:


NEW QUESTION # 71
You have an Azure data factory that connects to a Microsoft Purview account. The data factory is registered in Microsoft Purview.
You update a Data Factory pipeline.
You need to ensure that the updated lineage is available in Microsoft Purview.
What You have an Azure subscription that contains an Azure SQL database named DB1 and a storage account named storage1. The storage1 account contains a file named File1.txt. File1.txt contains the names of selected tables in DB1.
You need to use an Azure Synapse pipeline to copy data from the selected tables in DB1 to the files in storage1. The solution must meet the following requirements:
* The Copy activity in the pipeline must be parameterized to use the data in File1.txt to identify the source and destination of the copy.
* Copy activities must occur in parallel as often as possible.
Which two pipeline activities should you include in the pipeline? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

  • A. Get Metadata
  • B. If Condition
  • C. Lookup
  • D. ForEach

Answer: A,B


NEW QUESTION # 72
You are planning the deployment of Azure Data Lake Storage Gen2.
You have the following two reports that will access the data lake:
Report1: Reads three columns from a file that contains 50 columns.
Report2: Queries a single record based on a timestamp.
You need to recommend in which format to store the data in the data lake to support the reports. The solution must minimize read times.
What should you recommend for each report? To answer, select the appropriate options in the answer are a.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Reference:
https://streamsets.com/documentation/datacollector/latest/help/datacollector/UserGuide/Destinations/ADLS-G2-D.html


NEW QUESTION # 73
......

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