September 2023
Beginner to intermediate
246 pages
5h 39m
English
Content preview from Building ETL Pipelines with Python
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14
Best Practices for ETL Pipelines
Up to this point in the book, we’ve gone through various tools and methods to create reliable, scalable, and maintainable ETL pipelines. We’ve also spent time discussing the concept of “garbage in, garbage out,” where the data quality and integrity of both the source and expected output data need to be prioritized throughout pipeline design and implementation, or the pipeline fails to perform its purpose. However, we haven’t spent a significant amount of time discussing some of the most common pitfalls to be cognizant of while building these pipelines.
In this chapter, we will discuss the importance of monitoring and logging each activity process within every pipeline you build, and how error handling and ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.