Refer to the exhibit.

A global sales organization operates in three regions: AMERICAS, EMEA: and APAC. Each region stores its sales transactions in a separate database in which the employees update customer data through a third-party app. The data is extracted into three QVDs.
A data architect sets up a two-tier architecture for the data load. The data architect needs to add the region to the data model.
Which technique should the data architect use to create the Region field?

• A. Create a Region field in the SalesTransaction table and populate using fixed region values while loading from each source
• B. Create a Region field in the Employee table and populate using the LTrim function on the EmployeelD
• C. Create a Region field in the SalesTransaction table and create a mapping table based on the Country field in the Customer table
• D. Create a Region field in the Employee table and populate using the SubField function on the EmployeelD

A data architect is developing an app that will generate QVDs for multiple business analysts. The field naming conventions on the source data are NOT business friendly. For every table loaded, multiple fields will require a name change.
An Excel file is maintained centrally that lists all source data field names and the appropriate names as they should appear in the QVDs Which strategy should the data architect use to meet these requirements?

• A. Load in the Excel file as a data island and use the Peek function
• B. Use the Alias function and a mapping load
• C. Use the Rename function and a mapping load
• D. Create master items using business-friendly names

A data architect wants to combine data on present and historic sales performance. The historic data is stored in a de-normalized archive, and the present data is maintained in a database. The output must be contained in a single table.
Which script should the data architect use?
A)

B)

C)

D)

• A. Option A
• B. Option D
• C. Option B
• D. Option C

Refer to the exhibit.

A data architect has a data model that includes historical order fulfillment centers. The order fulfillment centers occasionally changed location. The history of order fulfillment must be tracked on a per center, per location basis.
Which scripting function should the data architect use to meet this data modeling requirement?

• A. IntervalMatch
• B. Peek
• C. ApplyMap
• D. Inner Join

Multiple department fields in a dataset require a description.
A data architect needs to add the department descriptions or a default value when the department does NOT have a description.
Which strategy should the data architect use to meet these requirements?

• A. ApplyMap with two parameters after the Mapping load
• B. Enter "Missing description" in the blank rows for Description.xlsx, then use Mapping Load
• C. ApplyMap with three parameters after the Mapping load
• D. Left Join between tables and Description.xlsx in every Department table