Fix replace nbqa ruff to ruff

[Rjchauhan18]

Description

• I have changed .pre-commit-config.yaml file and added ruff.toml for lint the jupyter notebook.

Fixes # (issue)

• This PR fix this issue : Replace nbqa-ruff with ruff #3476

Type of change

• New feature (non-breaking change which adds functionality)
• Optimization (back-end change that speeds up the code)
• Bug fix (non-breaking change which fixes an issue)

Key checklist:

• No style issues: $ pre-commit run (or $ nox -s pre-commit) (see CONTRIBUTING.md for how to set this up to run automatically when committing locally, in just two lines of code)
• All tests pass: $ python run-tests.py --all (or $ nox -s tests)
• The documentation builds: $ python run-tests.py --doctest (or $ nox -s doctests)

You can run integration tests, unit tests, and doctests together at once, using $ python run-tests.py --quick (or $ nox -s quick).

Further checks:

• Code is commented, particularly in hard-to-understand areas
• Tests added that prove fix is effective or that feature works

[Rjchauhan18]

Hello @Saransh-cpp and @agriyakhetarpal
As you recommended i have created new branch and Created new PR for this issue #3476

• can you please check this PR as we discuss here fix/Replace nbqa-ruff with ruff #3482 (comment)

• And should i close this fix/Replace nbqa-ruff with ruff #3482 PR or not ?

[Rjchauhan18]

I think we needed to add this line types_or: [python, pyi, jupyter] in pre-commit-config.yaml as per...

NATIVE NOTEBOOK SUPPORT

Ruff 0.257 added experimental notebook support! You currently have to enable checking .ipynb files both in Ruff and pre-commit to use it.

This should be the 5431dec perfect changes and this line types_or: [python, pyi, jupyter] should be remain in pre-commit-config.yaml .

[Saransh-cpp]

Suggested change

	args: [--fix, --ignore=E741, --exclude=__init__.py]
	args: [--fix, --show-fixes]

[Saransh-cpp]

Suggested change

	extend-include = ["*.ipynb"]
	extend-include = ["*.ipynb"]
	extend-exclude = ["__init__.py"]
	[lint]
	ignore = [
	"E741",
	]

[Rjchauhan18]

if dont add types_or: [python, pyi, jupyter] this to pre-commit-config.yaml then it is not checking .ipynb

i mean if i remove "E703" from ruff.toml and then try to run the test then there is no changes in .ipynb it did not remove ;.

[agriyakhetarpal]

Yes, this should be expected, since we don't want to remove the semicolons

[Saransh-cpp]

Thanks, @Rjchauhan18! Looks great now!

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (e6eec08) 99.58% compared to head (f91fed9) 99.58%.
Report is 9 commits behind head on develop.

Additional details and impacted files

@@           Coverage Diff            @@
##           develop    #3483   +/-   ##
========================================
  Coverage    99.58%   99.58%           
========================================
  Files          256      256           
  Lines        20048    20048           
========================================
  Hits         19965    19965           
  Misses          83       83           

Files	Coverage Δ
pybamm/solvers/jax_solver.py	90.69% <100.00%> (ø)

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[Saransh-cpp]

Woops, missed this

[Saransh-cpp]

Suggested change

	args: [--fix, --show-fixes]
	args: [--fix, --show-fixes]
	types_or: [python, pyi, jupyter]

[Rjchauhan18]

Hey @Saransh-cpp
I have participated in hactoberfest and hacksquad events could you please merge it as i have done all the neccessary changes.

[Saransh-cpp]

Thanks for working on this, @Rjchauhan18!