I released a new version of my DataFrame viewer (free plugin for PyCharm).

You can now highlight:

- min values
- max values
- null
- missing values
- or use a color mapping (sequential or diverging)

plugins.jetbrains.com/plugin/16050...

#polars #pandas #pycharm

Whenever the property "x" is called the message is printed. Getting code completion for "x" will execute the print statement. This can be confusing for the user, but is harmless compared to starting a long-running process or code which modifies the internal state.

Using runtime code completion can cause side effects. The following code has a print statement inside a property attribute.