Is your feature request related to a problem? Please describe.
Since we're adopting flake8 and isort which are conventional formatters, however apparently they usually take some time to finish the job.

Describe the solution you'd like
Adopting ruff would improve significantly lint check due to its rust-backed mechanism.
Moreover, ruff offers unified settings and simplifies packages installation, all we need to focus is ruff configuration.
So that we could remove fragmented config files in our repo

Describe alternatives you've considered
Stick with current settings