Hamilton Open Source

I have a question: let's say I am using pandas to organize the data wrangling in a Hamilton's dag. and let's say I have a group of features that share the same theme: time features or financial features. What I want to know is how to organize these features in the dag in a way I can turn on or off some of them and then combine them to the main dataframe later on in the dataframe. How should I handle this situation? what's the best practice here? please let me know if you need more details, thanks

I would appreciate your input <@U03AV0GG20H> :pray:
if my question is not clear I can provide more details.

<@U096QL0EG67> how do you want to turn them on or off?

Is it something you want to encode? or is this for developing in a notebook? or?

I figured it out Stefan, thanks for your support

Actually it took a few days from me to fully understand the good practice to use hamilton

Initially I was working on the dataframes level but then I realized that I should work on the pandas Series level

<@U096QL0EG67> you have the option of doing both.

You might like <https://hamilton.apache.org/reference/decorators/with_columns/#hamilton.plugins.h_pandas.with_columns|@with_columns> to allow you to switch between both easily