Add the SchemaValidator() adapter to automatically inspect dataframe-like objects (pandas, polars, Ibis, etc.) to track and validate their schema. Built for plugins. Hamilton is designed to play nice with all tools and provides the right abstractions to create custom integrations with your stack...
There is no need for you to think about maintaining this dataframe, meaning you do not need to think about any "glue" code; this is all taken care of by the Hamilton framework. For example rather than writing the following to manipulate a central dataframe object df: df['col_c'] = ...