QUESTION NO: 1
You are building a data loading pattern by using a Fabric data pipeline. The source is an Azure SQL database that contains 25 tables. The destination is a lakehouse.
In a warehouse, you create a control table named Control.Object as shown in the exhibit. (Click the Exhibit tab.) You need to build a data pipeline that will support the dynamic ingestion of the tables listed in the control table by using a single execution.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
You are building a data loading pattern by using a Fabric data pipeline. The source is an Azure SQL database that contains 25 tables. The destination is a lakehouse.
In a warehouse, you create a control table named Control.Object as shown in the exhibit. (Click the Exhibit tab.) You need to build a data pipeline that will support the dynamic ingestion of the tables listed in the control table by using a single execution.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Correct Answer:
Explanation:
QUESTION NO: 2
You need to recommend a solution for handling old files. The solution must meet the technical requirements.
What should you include in the recommendation?
You need to recommend a solution for handling old files. The solution must meet the technical requirements.
What should you include in the recommendation?
Correct Answer: A
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QUESTION NO: 3
You have an Azure key vault named KeyVaultl that contains secrets.
You have a Fabric workspace named Workspace-!. Workspace! contains a notebook named Notebookl that performs the following tasks:
* Loads stage data to the target tables in a lakehouse
* Triggers the refresh of a semantic model
You plan to add functionality to Notebookl that will use the Fabric API to monitor the semantic model refreshes. You need to retrieve the registered application ID and secret from KeyVaultl to generate the authentication token.
Solution: You use the following code segment:
Use notebookutils.credentials.getSecret and specify the key vault URL and key vault secret. Does this meet the goal?
You have an Azure key vault named KeyVaultl that contains secrets.
You have a Fabric workspace named Workspace-!. Workspace! contains a notebook named Notebookl that performs the following tasks:
* Loads stage data to the target tables in a lakehouse
* Triggers the refresh of a semantic model
You plan to add functionality to Notebookl that will use the Fabric API to monitor the semantic model refreshes. You need to retrieve the registered application ID and secret from KeyVaultl to generate the authentication token.
Solution: You use the following code segment:
Use notebookutils.credentials.getSecret and specify the key vault URL and key vault secret. Does this meet the goal?
Correct Answer: B
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QUESTION NO: 4
Your company has a sales department that uses two Fabric workspaces named Workspace1 and Workspace2.
The company decides to implement a domain strategy to organize the workspaces.
You need to ensure that a user can perform the following tasks:
Create a new domain for the sales department.
Create two subdomains: one for the east region and one for the west region.
Assign Workspace1 to the east region subdomain.
Assign Workspace2 to the west region subdomain.
The solution must follow the principle of least privilege.
Which role should you assign to the user?
Your company has a sales department that uses two Fabric workspaces named Workspace1 and Workspace2.
The company decides to implement a domain strategy to organize the workspaces.
You need to ensure that a user can perform the following tasks:
Create a new domain for the sales department.
Create two subdomains: one for the east region and one for the west region.
Assign Workspace1 to the east region subdomain.
Assign Workspace2 to the west region subdomain.
The solution must follow the principle of least privilege.
Which role should you assign to the user?
Correct Answer: D
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QUESTION NO: 5
You need to ensure that processes for the bronze and silver layers run in isolation How should you configure the Apache Spark settings?
You need to ensure that processes for the bronze and silver layers run in isolation How should you configure the Apache Spark settings?
Correct Answer: B
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QUESTION NO: 6
You need to return records ingested during the last 540 seconds.
Which KQL filter should you use?
You need to return records ingested during the last 540 seconds.
Which KQL filter should you use?
Correct Answer: B
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QUESTION NO: 7
You are developing a data engineering solution in Fabric by using Apache Spark.
You need to monitor the performance of Spark workloads the solution must meet the following requirements
* Provide comprehensive information about the performance of the data engineering workloads.
* Identify stages and tasks that run slowly.
* Minimize administrative effort
What should you use?
You are developing a data engineering solution in Fabric by using Apache Spark.
You need to monitor the performance of Spark workloads the solution must meet the following requirements
* Provide comprehensive information about the performance of the data engineering workloads.
* Identify stages and tasks that run slowly.
* Minimize administrative effort
What should you use?
Correct Answer: B
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QUESTION NO: 8
You have a Fabric workspace named Workspace1 that contains a notebook named Notebook1.
In Workspace1, you create a new notebook named Notebook2.
You need to ensure that you can attach Notebook2 to the same Apache Spark session as Notebook1.
What should you do?
You have a Fabric workspace named Workspace1 that contains a notebook named Notebook1.
In Workspace1, you create a new notebook named Notebook2.
You need to ensure that you can attach Notebook2 to the same Apache Spark session as Notebook1.
What should you do?
Correct Answer: D
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