Question 71

You build an Azure Data Factory pipeline to move data from an Azure Data Lake Storage Gen2 container to a database in an Azure Synapse Analytics dedicated SQL pool.
Data in the container is stored in the following folder structure.
/in/{YYYY}/{MM}/{DD}/{HH}/{mm}
The earliest folder is /in/2021/01/01/00/00. The latest folder is /in/2021/01/15/01/45.
You need to configure a pipeline trigger to meet the following requirements:
Existing data must be loaded.
Data must be loaded every 30 minutes.
Late-arriving data of up to two minutes must he included in the load for the time at which the data should have arrived.
How should you configure the pipeline trigger? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Question 72

You plan to implement an Azure Data Lake Gen2 storage account.
You need to ensure that the data lake will remain available if a data center fails in the primary Azure region.
The solution must minimize costs.
Which type of replication should you use for the storage account?
  • Question 73

    Which Azure Data Factory components should you recommend using together to import the daily inventory data from the SQL server to Azure Data Lake Storage? To answer, select the appropriate options in the answer area.
    NOTE: Each correct selection is worth one point.

    Question 74

    You are designing a data mart for the human resources (MR) department at your company. The data mart will contain information and employee transactions. From a source system you have a flat extract that has the following fields:
    * EmployeeID
    * FirstName
    * LastName
    * Recipient
    * GrossArnount
    * TransactionID
    * GovernmentID
    * NetAmountPaid
    * TransactionDate
    You need to design a start schema data model in an Azure Synapse analytics dedicated SQL pool for the data mart.
    Which two tables should you create? Each Correct answer present part of the solution.
  • Question 75

    You have an Azure Synapse Analytics workspace named WS1.
    You have an Azure Data Lake Storage Gen2 container that contains JSON-formatted files in the following format.

    You need to use the serverless SQL pool in WS1 to read the files.
    How should you complete the Transact-SQL statement? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
    NOTE: Each correct selection is worth one point.