Sequential Pipelines
Sequential pipelines are a software development and data processing approach where tasks or operations are executed in a strict, linear order, with each step dependent on the completion of the previous one. This methodology is commonly used in data engineering, machine learning workflows, and CI/CD processes to ensure predictable, reproducible execution. It simplifies debugging and monitoring by providing a clear, step-by-step flow of operations.
Developers should use sequential pipelines when they need deterministic, ordered execution of tasks, such as in ETL (Extract, Transform, Load) processes, model training pipelines, or deployment workflows where dependencies must be resolved in a specific sequence. It is particularly useful in scenarios requiring reproducibility, such as scientific computing or regulatory compliance, where each step must be verified before proceeding to the next.