Enable additional ruff rules

[afuetterer]

I would like to propose enabling additional ruff rules.

There might be performance gains when enabling some of these? E.g.:

• RUF: https://docs.astral.sh/ruff/rules/#ruff-specific-rules-ruf
• PD: https://docs.astral.sh/ruff/rules/#pandas-vet-pd
• UP: https://docs.astral.sh/ruff/rules/#pyupgrade-up
• NPY: https://docs.astral.sh/ruff/rules/#numpy-specific-rules-npy

What do you think?

[MaartenGr]

These seem interesting. I'm wondering how many issues it will flag and as a result how many should be fixed.

Are there any in particular that you think would be helpful?

[afuetterer]

Let me get back to you with some numbers. The RUF rule has 100+ violations, but they are autofixable. So large number, but small effort.

[afuetterer]

Adding these "RUF", "UP", "NPY", "PD" and running check I get the following numbers:

$ ruff check --statistics
200     UP006   [*] non-pep585-annotation
116     RUF013  [ ] implicit-optional
 70     UP035   [ ] deprecated-import
 62     UP007   [*] non-pep604-annotation-union
 25     PD011   [ ] pandas-use-of-dot-values
 18     RUF015  [ ] unnecessary-iterable-allocation-for-first-element
 10     NPY002  [ ] numpy-legacy-random
  3     RUF022  [*] unsorted-dunder-all
  3     UP008   [ ] super-call-with-parameters
  2     RUF005  [ ] collection-literal-concatenation
  2     UP031   [ ] printf-string-formatting
  2     UP045   [*] non-pep604-annotation-optional
  1     PD015   [ ] pandas-use-of-pd-merge
  1     RUF010  [*] explicit-f-string-type-conversion
  1     RUF059  [ ] unused-unpacked-variable
  1     UP004   [*] useless-object-inheritance
  1     UP015   [*] redundant-open-modes
  1     UP032   [*] f-string
  1     UP034   [*] extraneous-parentheses
Found 520 errors.
[*] 288 fixable with the `--fix` option (142 hidden fixes can be enabled with the `--unsafe-fixes` option).

I would like to tackle a few of those.