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NEW QUESTION 22
You are designing a streaming data solution that will ingest variable volumes of data.
You need to ensure that you can change the partition count after creation.
Which service should you use to ingest the data?

  • A. Azure Synapse Analytics
  • B. Azure Event Hubs Dedicated
  • C. Azure Stream Analytics
  • D. Azure Data Factory

Answer: B

Explanation:
You can't change the partition count for an event hub after its creation except for the event hub in a dedicated cluster.
Reference:
https://docs.microsoft.com/en-us/azure/event-hubs/event-hubs-features

 

NEW QUESTION 23
You need to implement an Azure Databricks cluster that automatically connects to Azure Data Lake Storage Gen2 by using Azure Active Directory (Azure AD) integration.
How should you configure the new cluster? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
DP-203-6814449bf4761cb9134a57515fca8b2d.jpg

Answer:

Explanation:
DP-203-6e90c74669e863cee41b37198c8038e2.jpg
Reference:
https://docs.azuredatabricks.net/spark/latest/data-sources/azure/adls-passthrough.html

 

NEW QUESTION 24
You have an Azure Data Lake Storage account that has a virtual network service endpoint configured.
You plan to use Azure Data Factory to extract data from the Data Lake Storage account. The data will then be loaded to a data warehouse in Azure Synapse Analytics by using PolyBase.
Which authentication method should you use to access Data Lake Storage?

  • A. service principal authentication
  • B. managed identity authentication
  • C. account key authentication
  • D. shared access key authentication

Answer: B

Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/data-factory/connector-azure-sql-data-warehouse#use-polybase-to-load-

 

NEW QUESTION 25
You have two Azure Storage accounts named Storage1 and Storage2. Each account holds one container and has the hierarchical namespace enabled. The system has files that contain data stored in the Apache Parquet format.
You need to copy folders and files from Storage1 to Storage2 by using a Data Factory copy activity. The solution must meet the following requirements:
No transformations must be performed.
The original folder structure must be retained.
Minimize time required to perform the copy activity.
How should you configure the copy activity? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
DP-203-888b9b808355e658ae27766d890b1d3d.jpg

Answer:

Explanation:
DP-203-357e288d151d2441722bc0b5c541f256.jpg
Reference:
https://docs.microsoft.com/en-us/azure/data-factory/format-parquet
https://docs.microsoft.com/en-us/azure/data-factory/connector-azure-data-lake-storage

 

NEW QUESTION 26
......

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