Refer to the exhibit.

Refer to the exhibit.
A data architect is loading two tables: Orders and Product. The Product table includes attributes and values for each ProductID such as Colour, Price, Category, and Description.
The business analyst can filter by the value of these attributes. For performance reasons, the Data Model will use two tables.
Which solution should the data architect apply in the Data Load Editor to build the ProductDetails table?
For performance reasons, the Data Model will use two tables a Load Editor to build the ProductDetails table?

• A. Use a Generic Load in the Product table and a For loop to left join each Generic table
• B. Use a For loop to concatenate all of the Products table and apply a Generic Load to the final concatenate table
• C. Use a For loop to apply a Generic load to the Product table and concatenate the generic tables together

Refer to the exhibits.

While debugging an app, a developer loads data from an application layer QVD file.
In the process of separating a concatenated key into two parts, some split results are missing data What should the data architect do?
1. Utilize a combination of LEFT(), MID(), and RIGHT() functions to capture the key components
2. In the SUBFIELD function, replace the '_' with a '|' or '_' character.
While debugging an app, a developer loads data from an application layer QVD file.
In the process of separating a concatenated key into two parts, some split results are missing data What should the data architect do?

• A. Instruct the developer of the QVD file to correct the generation of the ConcatKeyAlpha field
• B. Wrap an IF() function around the SUBFIELDQ functions to check and adapt to null values character
• C. Utilize a combination of LEFT(), MID(), and RIGHTO functions to capture the key components
• D. Instruct the developer of the QVD file to correct the generation of the ConcatKeyAlpha field
• E. Wrap an IF() function around the SUBFIELD() functions to check and adapt to null values
• F. In the SUBFIELD function, replace the '- with a '|' or '-' character

A data architect needs to revise an existing app.
The number of data rows has grown rapidly recently. While the app is in production, users are becoming increasingly unhappy about the response times when they make selections Which two methods should be used to improve performance? (Select two.)

• A. Use flags in the data model to simplify set analysis
• B. Use dynamic script generation with variables
• C. Make sure any Ul variables are preceded by '='
• D. Create master items for all complex expressions
• E. Denormalize the schema

Refer to the exhibits.

Some business users created an app by using the Add data functionality and loading two Excel files Orders and Customers.
The app is used to analyze the number of orders by customer. When the users create a bar chart to review the figures, the data shown is incorrect.
What should the data architect do to resolve this issue?

• A. Open the data load editor and apply a NOCONCATENATE function in the LOAD statement on the Orders table
• B. Open the data manager, split the Customers table, and JOIN Orders and Customers on the CustomerlD field
• C. Open the data manager, split the Customers table, and associate both tables on CustomerlD field
• D. Open the data load editor and use JOIN instead of concatenate to combine Orders and Customers by CustomerlD

Refer to the exhibits.

A business analyst needs to see the currency conversion provided by a third party process, and only contains a record when the rate changes in a chart. The currency conversion rate data is An existing master calendar exists in the data model that contains a full set of dates.
Which technique should the data architect use to meet this requirement?

• A. Use ITERNO and AUTOGENERATE to create a new calendar from max and min dates of the currency conversion table
• B. OUTER JOIN the calendar with the currency conversion table
  ORDER BY the date and use the PEEK function to fill in blank values
• C. Utilize INTERVALMATCH to load the currency conversion rate between dates the conversation changed INNER JOIN the resultant table back into the master calendar
• D. Leverage a FOR loop between the start date and end date of the master calendar Use the MATCH function to add the currency conversion rates to the master calendar