Support NumPy 2.0+

[EwoutH]

Would be nice to be NumPy 2.0+ compatible.

mesa-frames/pyproject.toml

Line 36 in 9c2fd94

"numpy~=1.26",

Probably get #92 and projectmesa/mesa-examples#185 in first, to be able to directly test if this breaks our examples.

[reyan-singh]

@EwoutH I'm working on this issue, kindly assign this to me.

[reyan-singh]

Updated 'toml' file using NumPy>2 version and faced the following error:

"ImportError: Numba needs NumPy 2.0 or less. Got NumPy 2.2"

To counter and fix this updated Numba with the latest version 'numba-0.61.0rc2'

Now Tried to run performance_coparison.py and it does run for a while and not get any comptibility issue this time but get below error:

"AttributeError: You are trying to set model.agents. In Mesa 3.0 and higher, this attribute is used by Mesa itself, so you cannot use it directly anymore.Please adjust your code to use a different attribute name for custom agent storage."

Looks like in > Mesa3.0, cannot set Agent directly so will be creating a custom agent by using the reference in the Mesa-Frames project.

Will keep posting update

[reyan-singh]

I picked performance_plot.py from examples/boltzmann_wealth and earlier tried to run with Numpy > 2.0 and was getting below error:

ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
mesa-frames 0.1.1.dev0 requires numpy~=1.26, but you have numpy 2.0.2 which is incompatible.

But after I fixed Numba latest version and modify the Agent and Modal using custom Agent (MoneyAgentPolars) and Modal (MoneyModelDF) as referred in mesa-frames README.md, I am able to run the performance_plot.py script and generate plots.

@EwoutH hope the above steps resolve initlal compatibility use case but please suggest if missing anything or need any further steps.

[adamamer20]

Did you update the pyproject.toml? Open a PR so we can review the changes

[reyan-singh]

Did you update the pyproject.toml? Open a PR so we can review the changes

yes, changes are in .toml and example script, will open a PR

[reyan-singh]

@adamamer20 / @EwoutH

PR #126 opened for review