Data Science Rules

Mar 28, 2023

On the Python side, we focused on data science in this release. Now, you’ll get suggestions related to some Pandas best practices, like the apply function or the inplace argument.

We’ve continued working on multi-language support. Now, you’ll get suggestions for JavaScript code in PyCharm as well. We’ve also introduced several tweaks to the multi-language engine and the rule syntax.

Full Changelog

Features

Python

• dataframe-append-to-concat Pandas rule
• pandas-avoid-inplace rule
• Improve Pandas support and recognize more DataFrame objects

JavaScript

• Enable multi-language support in the PyCharm plugin.

Documentation

• Add explanations to all JavaScript rules