Use ModelAnalyzer.jl to get a model's diagnosis (or debug) before running it

[datejada]

The JuMP-dev team is working on the package ModelAnalyzer.jl. It is still experimental, but it creates a report that shows helpful stats about the model that can help debug or improve it. For example, coefficient ranges, very large/small coefficients, unused variables, constraints 0 = 0, constraints that can be bounds, and more. So, let's keep an eye on it and see if we can include it in Tulipa.

https://github.com/jump-dev/ModelAnalyzer.jl

[abelsiqueira]

Nice. Can it be used as a Linter, maybe?

[datejada]

🤔 I am not sure because it happens after it creates the JuMP model, so I don't know if a Linter can be set up to check when the code runs.

[datejada]

Here is an example of how it runs:

https://github.com/jump-dev/ModelAnalyzer.jl/blob/0f51ac082a1d750c2deda3a23937161320713c40/test/coefficients.jl#L35