Open source Python libraries for ETL pipelines
If you’re familiar with the Python programming language, you’re probably already acquainted with Pandas and NumPy, two of Python’s currently most-used modules for processing various sources of data. For those of you who are less acquainted, we have provided a brief overview of both packages next.
Pandas
In the wild, giant pandas adapted vertical pupils (similar to cats) that enable them to have amazing night vision. It’s useful to think of Python modules, such as Pandas, in the same context as evolutionary adaptations. Modules such as Pandas are specific augmentations to programming languages such as Python, which make completing tasks not only easier to perform but typically with more clarity and less code.
Similar to its furry counterpart, the Pandas Python module is powerful and flexible, and it was designed to be as close to a one-stop shop for processing data files as reasonably possible. Imported...