Question 1

You have a Fabric tenant that contains a lakehouse named lakehouse1. Lakehouse1 contains a table named Table1. You are creating a new data pipeline. You plan to copy external data to Table1. The schema of the external data changes regularly. You need the copy operation to meet the following requirements: Replace Table1 with the schema of the external data. Replace all the data in Table1 with the rows in the external data. You add a Copy data activity to the pipeline. What should you do for the Copy data activity?

Options :

A : From the Source tab, add additional columns.

B : From the Destination tab, set Table action to Overwrite.

C : From the Settings tab, select Enable staging

D : From the Source tab, select Enable partition discovery

E : From the Source tab, select Recursively

Answer: B

Question 2

You have a Fabric tenant that contains a Microsoft Power Bl report named Report 1. Report1 includes a Python visual. Data displayed by the visual is grouped automatically and duplicate rows are NOT displayed. You need all rows to appear in the visual. What should you do?

Options :

A : Reference the columns in the Python code by index.

B : Modify the Sort Column By property for all columns.

C : Add a unique field to each row.

D : Modify the Summarize By property for all columns.

Answer: A

Question 3

You need to create a data loading pattern for a Type 1 slowly changing dimension (SCD). Which two actions should you include in the process? Each correct answer presents part of the solution. NOTE: Each correct answer is worth one point.

Options :

A : Update rows when the non-key attributes have changed.

B : Insert new rows when the natural key exists in the dimension table, and the non-key attribute values have changed.

C : Update the effective end date of rows when the non-key attribute values have changed.

D : Insert new records when the natural key is a new value in the table.

Answer: A,D

Question 4

You need to refresh the Orders table of the Online Sales department. The solution must meet the semantic model requirements. What should you include in the solution?

Options :

A : an Azure Data Factory pipeline that executes a dataflow to retrieve the minimum value of the OrderlD column in the destination lakehouse

B : an Azure Data Factory pipeline that executes a Stored procedure activity to retrieve the maximum value of the OrderlD column in the destination lakehouse

C : an Azure Data Factory pipeline that executes a dataflow to retrieve the maximum value of the OrderlD column in the destination lakehouse

D : an Azure Data Factory pipeline that executes a Stored procedure activity to retrieve the minimum value of the OrderiD column m the destination lakehouse

Answer: C

Question 5

You have a Fabric tenant that contains two workspaces named Woritspace1 and Workspace2. Workspace1 contains a lakehouse named Lakehouse1. Workspace2 contains a lakehouse named Lakehouse2. Lakehouse! contains a table named dbo.Sales. Lakehouse2 contains a table named dbo.Customers. You need to ensure that you can write queries that reference both dbo.Sales and dbo.Customers in the same SQL query without making additional copies of the tables. What should you use?

Options :

A : a view

B : a dataflow

C : a managed table

D : a shortcut

Answer: A

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