Extract the AST features from script with python

[aaBadri]

Thank you for this excellent repository and blog post.

I see that you used a dataset with AST features already. How can I extract these features in my ML pipeline? Can we extract AST features from the Powershell script only or do we need to use the events log to obtain them? Is there any way to use the ast python package to give us the same features?

I am an experienced ML engineer but I am new to PowerShell. I am interested in creating an end-to-end pipeline for preprocessing a raw PowerShell script, extracting AST features, selecting useful features, and finally feeding them to my model. Can you assist me with the "extract AST features" part, please?

aab