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You need to enrich a product dataset in your lakehouse by adding a new column that categorizes products based on their sales volume. Describe the steps you would take to achieve this, including any necessary data transformations and the method of adding the new column.
A
Manually categorize and add the column for each product.
B
Use a SQL query to categorize products based on sales volume and add the new column.
C
Ignore the requirement, as it is not important.
D
Add the column without categorizing the products.