How to Iterate with Hamilton in a Notebook

For those that don’t know, Hamilton is a general purpose micro-framework for specifying dataflows, e.g. specifying Pandas transforms. It helps you to structure your code base, and improves your code, e.g. you always write unit testable transform code with Hamilton. It does this by introducing a paradigm where functions have to be written in an opinionated, declarative manner. See this TDS post for a more extensive introduction.

One of the development implications of using Hamilton is that it forces you …

data science data transformation iterate jupyter-notebook notebook pandas programming