DeFtunes is a new company in the music industry, offering a subscription-based app for streaming songs. Recently, they have expanded their services to include digital song purchases. With this new retail feature, DeFtunes requires a data pipeline to extract purchase data from their new API and operational database, enrich and model this data, and ultimately deliver the comprehensive data model for the Data Analysis team to review and gain insights. You and your team have developed an initial version of the pipeline, now there are some new requirements to improve it.