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Which tool in Microsoft Fabric is used to ensure data privacy and regulatory compliance?. Azure Purview. Azure Data Factory. Azure Event Hubs. Azure Synapse Analytics.

Which of the following best describes an ELT process in Microsoft Fabric?. Extract, Load, and Transform data in sequential steps with dependencies. Extract, Load, Transform data with streaming capabilities. Extract, Load, Transform data in real-time. Extract, Transform, Load data in parallel.

You have a Fabric workspace that contains a warehouse named Warehouse1. You have an on-premises Microsoft SQL Server database named Database1 that is accessed by using an on-premises data gateway. You need to copy data from Database1 to Warehouse1. Which item should you use?. a Dataflow Gen1 dataflow. a data pipeline. a KQL queryset. a notebook.

You have a Fabric workspace named Workspace1. You plan to integrate Workspace1 with Azure DevOps. You will use a Fabric deployment pipeline named deployPipeline1 to deploy items from Workspace1 to higher environment workspaces as part of a medallion architecture. You will run deployPipeline1 by using an API call from an Azure DevOps pipeline. You need to configure API authentication between Azure DevOps and Fabric. Which type of authentication should you use?. service principal. Microsoft Entra username and password. managed private endpoint. workspace identity.

You have two Fabric workspaces named Workspace1 and Workspace2. You have a Fabric deployment pipeline named deployPipeline1 that deploys items from Workspace1 to Workspace2. DeployPipeline1 contains all the items in Workspace1. You recently modified the items in Workspaces1. The workspaces currently contain the items shown in the following table. Items in Workspace1 that have the same name as items in Workspace2 are currently paired. You need to ensure that the items in Workspace1 overwrite the corresponding items in Workspace2. The solution must minimize effort. What should you do?. Delete all the items in Workspace2, and then run deployPipeline1. Rename each item in Workspace2 to have the same name as the items in Workspace1. Back up the items in Workspace2, and then run deployPipeline1. Run deployPipeline1 without modifying the items in Workspace2.

You have an Azure subscription that contains a blob storage account named sa1. Sa1 contains two files named Filelxsv and File2.csv. You have a Fabric tenant that contains the items shown in the following table. You need to configure Pipeline1 to perform the following actions: * At 2 PM each day, process Filel.csv and load the file into flhl. * At 5 PM each day. process File2.csv and load the file into flhl. The solution must minimize development effort. What should you use?. a job definition. a data pipeline schedule. a data pipeline trigger. an activator.

You have a Fabric deployment pipeline that uses three workspaces named Dev, Test, and Prod. You need to deploy an eventhouse as part of the deployment process. What should you use to add the eventhouse to the deployment process?. GitHub Actions. a deployment pipeline. an Azure DevOps pipeline.

You have a Fabric workspace that contains a write-intensive warehouse named DW1. DW1 stores staging tables that are used to load a dimensional model. The tables are often read once, dropped, and then recreated to process new data. You need to minimize the load time of DW1. What should you do?. Disable V-Order. Drop statistics. Enable V-O-der. Create statistics.

You are developing a data pipeline named Pipeline1. You need to add a Copy data activity that will copy data from a Snowflake data source to a Fabric warehouse. What should you configure?. Degree of copy parallelism. Fault tolerance. Enable staging. Enable logging.

You have a Fabric workspace that contains a Real-Time Intelligence solution and an eventhouse. Users report that from OneLake file explorer, they cannot see the data from the eventhouse. You enable OneLake availability for the eventhouse. What will be copied to OneLake?. only data added to new databases that are added to the eventhouse. only the existing data in the eventhouse. no data. both new data and existing data in the eventhouse. only new data added to the eventhouse.

You need to implement the solution for the book reviews. Which should you do?. Create a Dataflow Gen2 dataflow. Create a shortcut. Enable external data sharing. Create a data pipeline.