Skip to content

Update CuPy and NumPy dependency specs #3058

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
bdice wants to merge 5 commits into
base: main
Choose a base branch
from
+38 −18
Open

Update CuPy and NumPy dependency specs #3058

Show file tree
Hide file tree
Changes from 1 commit
Commits
Show all changes
5 commits
Select commit Hold shift + click to select a range
b50fd22
Update CuPy and NumPy dependency specs.
bdice Jun 24, 2026
0337940
Fix CuPy constraints for wheel tests
bdice Jun 25, 2026
4900437
Merge branch 'main' into cupy-pin
bdice Jun 25, 2026
beb60f2
Guard CuPy CTK extra for wheel metadata
bdice Jun 25, 2026
d6a63e1
Reuse CuPy dependency anchors
bdice Jun 26, 2026
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 2 additions & 2 deletions conda/environments/all_cuda-129_arch-aarch64.yaml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@ dependencies:
- cuda-profiler-api
- cuda-python>=12.9.2,<13.0
- cuda-version=12.9
- cupy>=13.6.0,!=14.0.0,!=14.1.0
- cupy>=14.0.1,!=14.1.0
- cxx-compiler
- cython>=3.2.2
- dask-cuda==26.8.*,>=0.0.0a0
Expand All @@ -31,7 +31,7 @@ dependencies:
- libucxx==0.51.*,>=0.0.0a0
- nccl>=2.19
- ninja
- numpy>=1.23,<3.0
- numpy>=2.0,<3.0
- numpydoc
- pre-commit
- pylibraft==26.8.*,>=0.0.0a0
Expand Down
4 changes: 2 additions & 2 deletions conda/environments/all_cuda-129_arch-x86_64.yaml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@ dependencies:
- cuda-profiler-api
- cuda-python>=12.9.2,<13.0
- cuda-version=12.9
- cupy>=13.6.0,!=14.0.0,!=14.1.0
- cupy>=14.0.1,!=14.1.0
- cxx-compiler
- cython>=3.2.2
- dask-cuda==26.8.*,>=0.0.0a0
Expand All @@ -31,7 +31,7 @@ dependencies:
- libucxx==0.51.*,>=0.0.0a0
- nccl>=2.19
- ninja
- numpy>=1.23,<3.0
- numpy>=2.0,<3.0
- numpydoc
- pre-commit
- pylibraft==26.8.*,>=0.0.0a0
Expand Down
4 changes: 2 additions & 2 deletions conda/environments/all_cuda-133_arch-aarch64.yaml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@ dependencies:
- cuda-profiler-api
- cuda-python>=13.0.1,<14.0
- cuda-version=13.3
- cupy>=13.6.0,!=14.0.0,!=14.1.0
- cupy>=14.0.1,!=14.1.0
- cxx-compiler
- cython>=3.2.2
- dask-cuda==26.8.*,>=0.0.0a0
Expand All @@ -31,7 +31,7 @@ dependencies:
- libucxx==0.51.*,>=0.0.0a0
- nccl>=2.19
- ninja
- numpy>=1.23,<3.0
- numpy>=2.0,<3.0
- numpydoc
- pre-commit
- pylibraft==26.8.*,>=0.0.0a0
Expand Down
4 changes: 2 additions & 2 deletions conda/environments/all_cuda-133_arch-x86_64.yaml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@ dependencies:
- cuda-profiler-api
- cuda-python>=13.0.1,<14.0
- cuda-version=13.3
- cupy>=13.6.0,!=14.0.0,!=14.1.0
- cupy>=14.0.1,!=14.1.0
- cxx-compiler
- cython>=3.2.2
- dask-cuda==26.8.*,>=0.0.0a0
Expand All @@ -31,7 +31,7 @@ dependencies:
- libucxx==0.51.*,>=0.0.0a0
- nccl>=2.19
- ninja
- numpy>=1.23,<3.0
- numpy>=2.0,<3.0
- numpydoc
- pre-commit
- pylibraft==26.8.*,>=0.0.0a0
Expand Down
4 changes: 2 additions & 2 deletions conda/recipes/pylibraft/recipe.yaml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -89,13 +89,13 @@ requirements:
- libraft =${{ version }}
- libraft-headers =${{ version }}
- python
- numpy >=1.23,<3.0
- numpy >=2.0,<3.0
- rmm =${{ minor_version }}
- if: cuda_major == "12"
then: cuda-python >=12.9.2,<13.0
else: cuda-python >=13.0.1,<14.0
run_constraints:
- cupy >=13.6.0,!=14.0.0,!=14.1.0
- cupy >=14.0.1,!=14.1.0
ignore_run_exports:
from_package:
- ${{ compiler("c") }}
Expand Down
2 changes: 1 addition & 1 deletion conda/recipes/raft-dask/recipe.yaml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -99,7 +99,7 @@ requirements:
then: cuda-python >=12.9.2,<13.0
else: cuda-python >=13.0.1,<14.0
run_constraints:
- cupy >=13.6.0,!=14.0.0,!=14.1.0
- cupy >=14.0.1,!=14.1.0
ignore_run_exports:
from_package:
- ${{ compiler("c") }}
Expand Down
8 changes: 4 additions & 4 deletions dependencies.yaml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -367,7 +367,7 @@ dependencies:
common:
- output_types: conda
packages:
- cupy>=13.6.0,!=14.0.0,!=14.1.0
- cupy>=14.0.1,!=14.1.0
# NOTE: This is intentionally not broken into groups by a 'cuda_suffixed' selector like
# other packages with -cu{nn}x suffixes in this file.
# All RAPIDS wheel builds (including in devcontainers) expect cupy to be suffixed.
Expand All @@ -377,11 +377,11 @@ dependencies:
- matrix:
cuda: "12.*"
packages:
- cupy-cuda12x>=13.6.0,!=14.0.0,!=14.1.0
- cupy-cuda12x[ctk]>=14.0.1,!=14.1.0

@jameslamb jameslamb Jun 25, 2026

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Sorry to complicate this, but I think this needs the use_cuda_wheels: true qualifier, like this:

https://github.com/rapidsai/raft/blob/c1babf1f58907762d800f2ff6b56a1eda98acc49/dependencies.yaml#L271-L283

Otherwise, this will pull in cuda-toolkit[...]:

https://github.com/cupy/cupy/blob/9d193b65ea0a393b579cb50d5db8dbf23a667ab1/setup.py#L85-L87

And we'll end up having to patch it in builds like DLFW where we prefer a system-installed CTK.

This applies to all of the PRs.

@jameslamb jameslamb Jun 26, 2026

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Thanks for the updates across all the repos to address this, I'm happy with the new state of these PRs: rapidsai/build-planning#279 (comment)

# fallback to CUDA 13 versions if 'cuda' is '13.*' or not provided
- matrix:
packages:
- cupy-cuda13x>=13.6.0,!=14.0.0,!=14.1.0
- cupy-cuda13x[ctk]>=14.0.1,!=14.1.0
depends_on_rapids_logger:
Comment on lines +400 to 405

@gforsyth gforsyth Jun 24, 2026

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

The depends_on_cupy block is also used to define test_python -- and the requirements generated by dependency-file-generator get piped into $PIP_CONSTRAINTS in test_wheel_pylibraft.sh (and others).

But you can't use extras in the $PIP_CONSTRAINTS -- maybe we break it out into depends_on_cupy and depends_on_cupy_test and then explicitly list the ctk packages there?

@jameslamb jameslamb Jun 26, 2026 •
edited
Loading

Copy link
Copy Markdown
Member

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

I'm happy with the resolution pushed in recent commits, where the [ctk] extra is only present in output_type: pyproject lists.

common:
- output_types: [conda, requirements, pyproject]
Expand Down Expand Up @@ -438,7 +438,7 @@ dependencies:
common:
- output_types: [conda, pyproject, requirements]
packages:
- numpy>=1.23,<3.0
- numpy>=2.0,<3.0
run_raft_dask:
common:
- output_types: [conda, pyproject, requirements]
Expand Down
4 changes: 2 additions & 2 deletions python/pylibraft/pyproject.toml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@ requires-python = ">=3.11"
dependencies = [
"cuda-python>=13.0.1,<14.0",
"libraft==26.8.*,>=0.0.0a0",
"numpy>=1.23,<3.0",
"numpy>=2.0,<3.0",
"rmm==26.8.*,>=0.0.0a0",
] # This list was generated by `rapids-dependency-file-generator`. To make changes, edit ../../dependencies.yaml and run `rapids-dependency-file-generator`.
classifiers = [
Expand All @@ -36,7 +36,7 @@ classifiers = [

[project.optional-dependencies]
test = [
"cupy-cuda13x>=13.6.0,!=14.0.0,!=14.1.0",
"cupy-cuda13x[ctk]>=14.0.1,!=14.1.0",
"pytest",
"pytest-cov",
"scikit-learn",
Expand Down
Loading