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NEW QUESTION # 161
You have a Fabric workspace that uses the default Spark starter pool and runtime version 1,2.
You plan to read a CSV file named Sales.raw.csv in a lakehouse, select columns, and save the data as a Delta table to the managed area of the lakehouse. Sales_raw.csv contains 12 columns.
You have the following code.
For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
The Spark engine will read only the ' SalesOrderNumber ' , ' OrderDate ' , ' CustomerName ' , ' UnitPrice ' columns from Sales_raw.csv. - Yes Removing the partition will reduce the execution time of the query. - No Adding inferSchema= ' true ' to the options will increase the execution time of the query. - Yes The code specifies the selection of certain columns, which means only those columns will be read into the DataFrame. Partitions in Spark are a way to optimize the execution of queries by organizing the data into parts that can be processed in parallel. Removing the partition could potentially increase the execution time because Spark would no longer be able to process the data in parallel efficiently. The inferSchema option allows Spark to automatically detect the column data types, which can increase the execution time of the initial read operation because it requires Spark to read through the data to infer the schema.
NEW QUESTION # 162
You have a Microsoft Power B1 report and a semantic model that uses Direct Lake mode. From Power Si Desktop, you open Performance analyzer as shown in the following exhibit.
Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
* The Direct Lake fallback behavior is set to: DirectQueryOnly
* The query for the table visual is executed by using: DirectQuery
In the context of Microsoft Power BI, when using DirectQuery in Direct Lake mode, there is no caching of data and all queries are sent directly to the underlying data source. The Performance Analyzer tool shows the time taken for different operations, and from the options provided, it indicates that DirectQuery mode is being used for the visuals, which is consistent with the Direct Lake setting. DirectQueryOnly as the fallback behavior ensures that only DirectQuery will be used without reverting to import mode.
NEW QUESTION # 163
You have a Fabric tenant that contains a warehouse named Warehouse1. Warehouse1 contains three schemas named schemaA, schemaB. and schemaC You need to ensure that a user named User1 can truncate tables in schemaA only.
How should you complete the T-SQL statement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
GRANT ALTER ON SCHEMA::schemaA TO User1;
The ALTER permission allows a user to modify the schema of an object, and granting ALTER on a schema will allow the user to perform operations like TRUNCATE TABLE on any object within that schema. It is the correct permission to grant to User1 for truncating tables in schemaA.
References =
GRANT Schema Permissions
Permissions That Can Be Granted on a Schema
NEW QUESTION # 164
You have a semantic model named Model1. Model1 contains five tables that all use Import mode.
Model1 contains a dynamic row-level security (RLS) role named HR. The HR role filters employee data so that HR managers only see the data of the department to which they are assigned.
You publish Model1 to a Fabric tenant and configure RLS role membership. You share the model and related reports to users.
An HR manager reports that the data they see in a report is incomplete.
What should you do to validate the data seen by the HR Manager?
Answer: D
NEW QUESTION # 165
You have a Microsoft Power BI project that contains a file named definition.pbir. definition.pbir contains the following JSON.
Answer:
Explanation:
Explanation:
PBIR-Legacy format # No
Located in Power BI service # No
Opens in full edit mode # Yes
Comprehensive Detailed Explanation
We are analyzing a Power BI Report (PBIR) definition file in JSON format:
{
" version " : " 1.0 " ,
" byPath " : {
" path " : " ../Sales.Dataset "
}
}
}
Step 1: Is this PBIR-Legacy?
PBIR-Legacy format is used when referencing a dataset hosted in the Power BI service (cloud).
In this case, the JSON uses byPath, which references a local dataset file (Sales.Dataset) in the project folder, not a service dataset.
Therefore: No, it is not PBIR-Legacy.
Step 2: Where is the semantic model located?
The datasetReference points to ../Sales.Dataset.
That means the semantic model is stored locally in the project structure, not in the Power BI service.
Therefore: No, it is not located in the Power BI service.
Step 3: What happens when opening in Power BI Desktop?
Since the dataset reference is local (byPath), Power BI Desktop opens the semantic model in full edit mode (allowing schema, relationships, measures, etc. to be modified).
If it were PBIR-Legacy with a service model, only Live Connection mode would be available.
Therefore: Yes, Power BI Desktop opens it in full edit mode.
References
PBIR file structure in Power BI projects
Semantic model references: byPath vs byConnection
Final Answer:
PBIR-Legacy format # No
Located in Power BI service # No
Opens in full edit mode # Yes
NEW QUESTION # 166
......
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