In today's data-driven landscape, organizations need robust and reliable data pipelines to facilitate modern analytics initiatives. A well-designed pipeline ensures the timely movement of data from diverse sources to reporting systems, enabling engineers to derive valuable insights. To develop such pipelines, it is crucial to take into account fact