How To Create a Python Data Engineering Project with a Pipeline Pattern
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In this article, we cover how to use pipeline patterns in python data engineering projects. The functional pipeline is a design pattern mostly used in the functional programming paradigm. Each step can be thought of as a filter operation that transforms the data in some way. This pattern is most suitable for map, filter and reduces operations. It also provides a clean, readable and more sustainable code in data engineering. For example, let's take an input text which has to go through a series of transformations, remove_spaces. Remove white spaces Remove special characters Lowercase all letters and finally produces output.