ETL, SOLID and Design Patterns
ETL, SOLID and Design Patterns Let's discuss here the best practices to implement a ETL - Extraction Transform Load process using SOLID principles and Design Patterns. Pipeline Pattern One design pattern commonly used in ETL (Extract, Transform, Load) processes is the "Pipeline" pattern. The Pipeline pattern is a software architectural pattern where a series of processing steps are connected together to form a data processing pipeline. Each step in the pipeline performs a specific operation on the data, such as extracting data from a source, transforming it into a desired format, and loading it into a target destination. By using the Pipeline pattern, you can modularize and organize your ETL process into smaller, reusable components. Each component focuses on a specific task, making the overall process more manageable and easier to maintain. Additionally, the Pipeline pattern allows for flexibility and scalability, as you can easily add or remove steps in the pipeli