This scenario describes a Standard Job that performs different standard actions
with Iceberg tables such as converting, reading, updating, or merging.
In this scenario, you are working in an e-commerce company and you want to upgrade the
membership type of the customers that spend more than 800$. To do so, you will need to
get data from a marketing table, and merge these data into a
customer table.
Here is a sample of the dataset used for the purpose of this scenario:
