Build and test with CUDA 13.0.0

[jameslamb]

Contributes to rapidsai/build-planning#208

• uses CUDA 13.0.0 to build and test
• adds CUDA 13 devcontainers
• moves some dependency pins:
  • cuda-python: >=12.9.2 (CUDA 12), >=13.0.1 (CUDA 13)
  • cupy: >=13.6.0

Contributes to rapidsai/build-planning#68

• updates to CUDA 13 dependencies in fallback entries in dependencies.yaml matrices (i.e., the ones that get written to pyproject.toml in source control)

Notes for Reviewers

This switches GitHub Actions workflows to the cuda13.0 branch from here: rapidsai/shared-workflows#413

A future round of PRs will revert that back to branch-25.10, once all of RAPIDS supports CUDA 13.

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[jameslamb]

/ok to test

[jameslamb]

I first looked at this line because the addition of dask-cuda[cu12] caused this error from pip install:

ERROR: Constraints cannot have extras

(build link)

On closer inspection, I think this line is broken and also unnecessary:

1. nothing in dependencies.yaml would match py=313 (the py: entries are spelled with dots like py: "3.13")
2. everything in test_python already ends up in the [test] extra of the wheels

Just removing it simplifies this script and avoids the need to update those hard-coded CUDA version, CPU architecture, and Python version as the RAPIDS support matrix changes.

[jameslamb]

Wheels are looking good! But looks like we'll need ucc packages on conda-forge with CUDA 13 support:

│  ├─ openmpi 5.0.8 would require
│  │  └─ ucc >=1.4.4,<2.0a0 * but there are no viable options
│  │     ├─ ucc 1.4.4 would require
│  │     │  └─ cuda-version >=11,<12.0a0 *, which conflicts with any installable versions previously reported;
│  │     └─ ucc [1.4.4|1.5.0] would require
│  │        └─ cuda-version >=12,<13.0a0 *, which conflicts with any installable versions previously reported;

(conda-cpp-build link)

Thankfully @marcinz is working on that here: conda-forge/ucc-feedstock#31

[jameslamb]

/ok to test

[jameslamb]

Thanks for the review @AyodeAwe ! Before we merge this, I'd like one of the library developers working on rapidsmpf to also review this set of changes. I'll go ask for that.

[pentschev]

LGTM, thanks James!

[jameslamb]

/merge