Recompile Invalidations

[xtalax]

Use PrecompileTools to recompile invalidations

[ai-maintainer]

AI-Maintainer Review for PR - Recompile Invalidations

Title and Description 👍

The Title and Description are clear and concise

The title and description of the pull request are clear and concise. They effectively communicate the purpose of the changes, which is to use `PrecompileTools` to recompile invalidations.

Scope of Changes 👍

The changes are narrowly focused

The changes in this pull request are narrowly focused on recompiling invalidations using the `PrecompileTools` package. There is no indication that the author is trying to resolve multiple issues simultaneously.

Documentation 👎

Missing Docstrings

The newly added functions `@recompile_invalidations` and `RuntimeGeneratedFunctions.init` do not have docstrings. It would be beneficial to add docstrings that describe their behavior, arguments, and return values.

Testing 👎

No information on testing

The description does not provide any information on how the changes were tested. It would be helpful for the author to provide information about the testing approach they used to ensure the correctness and stability of the changes.

Suggested Changes

1. Add docstrings to the newly added functions @recompile_invalidations and RuntimeGeneratedFunctions.init to describe their behavior, arguments, and return values.
2. Provide information on how the changes were tested. This could be in the form of unit tests, integration tests, or a description of manual tests that were performed.

Potential Issues

Without information on how the changes were tested, it's difficult to identify potential issues. However, it's always a good idea to thoroughly test new changes to ensure they don't introduce unexpected behavior or break existing functionality.

Reviewed with AI Maintainer

[YingboMa]

We really should not merge any PR with a format-check CI failure. It makes master not formatted properly, so all other PR's format check will fail as well.

[ChrisRackauckas]

We don't really trust the formatter right now, at least until domluna/JuliaFormatter.jl#741 is solved and domluna/JuliaFormatter.jl#754 is in, but @demluna is on the case.

[YingboMa]

Well, in this instance, the formatter fails because of a trailing space, and it should be fixed. https://github.com/SciML/ModelingToolkit.jl/actions/runs/6146959683/job/16677371720#step:5:22

MTK's format CI always passes before this PR, and there's not much reason to break that.