In today's data-driven landscape, organizations demand robust and reliable data pipelines to facilitate modern analytics initiatives. A well-designed pipeline guarantees the timely movement of data from diverse sources to processing systems, permitting engineers to extract valuable insights. To construct such pipelines, it is crucial to take into a