[ENH] Immlib over pimms

[36000]

1. replaces pimms with immlib, giving better errors
2. simplifies code surrounding task decorators
3. Now catches and throws error if there is an unrecognized input

[Copilot]

Pull Request Overview

This PR replaces the pimms library with immlib throughout the AFQ codebase. The change involves updating the dependency in setup.cfg and systematically replacing all pimms imports and function calls with their immlib equivalents across multiple task modules.

Key changes:

• Updated dependency from pimms to immlib in setup.cfg
• Replaced all pimms.calc() decorators with immlib.calc()
• Updated all pimms.plan() calls to immlib.plan()
• Modified comments referencing pimms to reference immlib instead

Reviewed Changes

Copilot reviewed 10 out of 10 changed files in this pull request and generated 1 comment.

Show a summary per file

File	Description
setup.cfg	Updated package dependency from pimms to immlib
AFQ/tasks/viz.py	Replaced pimms imports and decorators with immlib equivalents
AFQ/tasks/tractography.py	Updated all pimms.calc decorators and plan calls to use immlib
AFQ/tasks/segmentation.py	Converted pimms decorators and function calls to immlib
AFQ/tasks/mapping.py	Replaced pimms usage with immlib throughout the module
AFQ/tasks/decorators.py	Updated comments referencing pimms to mention immlib
AFQ/tasks/data.py	Comprehensive replacement of pimms decorators and calls with immlib
AFQ/recognition/preprocess.py	Updated pimms imports and function calls to immlib
AFQ/api/utils.py	Modified type checking from pimms.calculation.Calc to immlib.workflow.calc
AFQ/api/participant.py	Updated comment referencing pimms plans to immlib plans

[36000]

@arokem this is ready for review/merge

[arokem]

This looks good to me!

@noahbenson: could I trouble you to take a quick look at this PR?

This replaces pimms with immlib in pyAFQ

[noahbenson]

I just looked through the code! There's plenty of pyAFQ-specific stuff that I can't critique, but the immlib code all looks pretty idiomatic.

FWIW, this is the first major "real-world" test case for immlib, so let me know if it looks like any bugs are arising from it!

[arokem]

Thanks for taking a look! I'll go ahead and merge and we'll keep an eye out for any weirdnesses.