In today's data-driven landscape, organizations require robust and reliable data pipelines to enable modern analytics initiatives. A well-designed pipeline ensures the accurate flow of data from various sources to reporting systems, permitting engineers to gain valuable insights. To develop such pipelines, it is crucial to take into account factors