feat: Added one more automated check to make the codebase better.

[Sai-Suraj-27]

PR Description

Updated the .pre-commit-config.yaml file by adding one more check (with automated fix). I found that this check is very common and used in most of the big Python based organizations including Paddle, scikit-learn, mindsbd, jax, pandas, etc. Also, modified all the files accordingly by running pre-commit run --all-files.

Added the following pre-commit hook

1. end-of-file-fixer (Ensures that files end with a newline character)

end-of-file-fixer makes sure that all files end in a newline and only a newline
It can help to prevent errors, as some programs may rely on the presence of a newline character at the end of a file.
It can help to ensure that files are consistent with each other, as all files in a repository should have the same end-of-file style.

Related Issue

Close #23752

Checklist

• Did you add a function?
• Did you add the tests?
• Did you follow the steps we provided?

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PR Compliance Checks Passed!

[nassimberrada]

Hi @Sai-Suraj-27, thank you for your contribution! I will have to close your PR as it isn't related to any of the tasks open for contributions that can be found here. With that said, I encourage you to open a feature request issue for this that you could link to another PR if that is of interest. Thanks!

[Sai-Suraj-27]

Hi @nassimberrada sir, As you said I have opened a feature request issue for this clearly describing the benefits and why this is needed. I have also linked this PR to that issue. Can you please re-open this PR and consider looking into it? Thank you so much.

[nassimberrada]

@Sai-Suraj-27 Apologies for closing your PR too quickly, didn't notice you had linked an issue already! @KareemMAX could you look into this ? I see you've helped merge the first part so you're probably better suited to handle this, thanks!

[KareemMAX]

Hey @Sai-Suraj-27,
Thank you so much. As the diff is quite complex, I'll need to revert your PR and apply the changes in an automated manner before merging.