Which number of partition ranges provides optimal compression and performance of the clustered columnstore index?

You are designing a partition strategy for a fact table in an Azure Synapse Analytics dedicated SQL pool. The table has the following specifications: • Contain sales data for 20,000 products. • Use hash distribution on a column named ProduclID, • Contain 2.4 billion records for the years 20l9 and...

March 16, 2025 No Comments READ MORE +

How should you complete the query?

HOTSPOT You are building an Azure Stream Analytics job to identify how much time a user spends interacting with a feature on a webpage. The job receives events based on user actions on the webpage. Each row of data represents an event. Each event has a type of either 'start'...

March 15, 2025 No Comments READ MORE +

Which two actions should you perform?

You are creating an Azure Data Factory data flow that will ingest data from a CSV file, cast columns to specified types of data, and insert the data into a table in an Azure Synapse Analytic dedicated SQL pool. The CSV file contains three columns named username, comment, and date....

March 14, 2025 No Comments READ MORE +

Which file format should you use for each type of output?

HOTSPOT You need to output files from Azure Data Factory. Which file format should you use for each type of output? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. View AnswerAnswer: Explanation: Box 1: Parquet Parquet stores data in columns,...

March 12, 2025 No Comments READ MORE +

You have the following Azure Stream Analytics query

HOTSPOT You have the following Azure Stream Analytics query. For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point. View AnswerAnswer: Explanation: Box 1: Yes You can now use a new extension of Azure Stream Analytics...

March 10, 2025 No Comments READ MORE +

What should you include in the solution?

HOTSPOT You have a Microsoft SQL Server database that uses a third normal form schema. You plan to migrate the data in the database to a star schema in an Azure Synapse Analytics dedicated SQI pool. You need to design the dimension tables. The solution must optimize read operations. What...

March 9, 2025 No Comments READ MORE +

Which two actions should you perform?

You are creating an Azure Data Factory data flow that will ingest data from a CSV file, cast columns to specified types of data, and insert the data into a table in an Azure Synapse Analytic dedicated SQL pool. The CSV file contains three columns named username, comment, and date....

March 8, 2025 No Comments READ MORE +

Which two actions should you perform?

You are creating an Azure Data Factory data flow that will ingest data from a CSV file, cast columns to specified types of data, and insert the data into a table in an Azure Synapse Analytic dedicated SQL pool. The CSV file contains three columns named username, comment, and date....

March 8, 2025 No Comments READ MORE +

You have a self-hosted integration runtime in Azure Data Factory

HOTSPOT You have a self-hosted integration runtime in Azure Data Factory. The current status of the integration runtime has the following configurations: ✑ Status: Running ✑ Type: Self-Hosted ✑ Version: 4.4.7292.1 ✑ Running / Registered Node(s): 1/1 ✑ High Availability Enabled: False ✑ Linked Count: 0 ✑ Queue Length: 0...

March 7, 2025 No Comments READ MORE +

Which windowing function should you use?

You use Azure Stream Analytics to receive Twitter data from Azure Event Hubs and to output the data to an Azure Blob storage account. You need to output the count of tweets during the last five minutes every five minutes. Each tweet must only be counted once. Which windowing function...

March 6, 2025 No Comments READ MORE +