Simplifying Data and Product Integrations with a Data Abstraction Layer
Original URL: https://www.uber.com/us/en/blog/data-abstraction-layer/
Article Written: October 1, 2023
Added:
Type: project
Summary
This article discusses the implementation of a Data Abstraction Layer (DAL) at Uber, aimed at simplifying data access for consumers while allowing data producers to evolve their models. The DAL acts as an intermediary between data consumers and producers, facilitating efficient data retrieval and reporting, particularly for advertiser reporting. The article highlights the challenges faced with traditional data integration methods and illustrates how the DAL improves turnaround times for report generation from weeks to days. It also outlines future enhancements and the potential for broader applications beyond advertising.
💠Your Thoughts
"the request specifies what data the consumer wants to see. The service is responsible for how the data is retrieved and computed." that's a good separation.