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dependencies.yaml
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dependencies.yaml
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# Dependency list for https://github.com/rapidsai/dependency-file-generator
files:
all:
output: [conda]
matrix:
# CUDA versions match PyTorch releases, not RAPIDS
# ref: https://pytorch.org/get-started/locally/
cuda: ["11.8", "12.1", "12.4"]
arch: [x86_64]
includes:
- checks
- common_build
- cuda
- cuda_version
- docs
- python_build_cythonize
- depends_on_rmm
- depends_on_cugraph
- depends_on_cudf
- depends_on_dask_cudf
- depends_on_pylibraft
- depends_on_raft_dask
- depends_on_pylibcugraphops
- depends_on_cupy
- depends_on_pytorch
- depends_on_dgl
- depends_on_pyg
- python_run_cugraph_dgl
- python_run_cugraph_pyg
- rapids_build_setuptools
- rapids_build_skbuild
- test_cpp
- test_notebook
- test_python_common
- test_python_pylibwholegraph
checks:
output: none
includes:
- checks
- py_version
docs:
output: none
includes:
- cuda_version
- docs
- py_version
- depends_on_pylibcugraphops
test_cpp:
output: none
includes:
- cuda_version
- test_cpp
test_notebooks:
output: none
includes:
- cuda_version
- py_version
- test_notebook
- test_python_common
test_python:
output: none
includes:
- cuda_version
- depends_on_cugraph
- depends_on_cudf
- depends_on_pytorch
- py_version
- test_python_common
py_build_pylibwholegraph:
output: pyproject
pyproject_dir: python/pylibwholegraph
extras:
table: build-system
includes:
- rapids_build_skbuild
py_rapids_build_pylibwholegraph:
output: pyproject
pyproject_dir: python/pylibwholegraph
extras:
table: tool.rapids-build-backend
key: requires
includes:
- common_build
- python_build_cythonize
py_run_pylibwholegraph:
output: pyproject
pyproject_dir: python/pylibwholegraph
extras:
table: project
includes:
- python_run_pylibwholegraph
py_test_pylibwholegraph:
output: pyproject
pyproject_dir: python/pylibwholegraph
extras:
table: project.optional-dependencies
key: test
includes:
- test_python_common
- test_python_pylibwholegraph
py_build_cugraph_dgl:
output: pyproject
pyproject_dir: python/cugraph-dgl
extras:
table: build-system
includes:
- rapids_build_setuptools
py_run_cugraph_dgl:
output: pyproject
pyproject_dir: python/cugraph-dgl
extras:
table: project
includes:
- depends_on_cugraph
- depends_on_pylibcugraphops
- python_run_cugraph_dgl
py_test_cugraph_dgl:
output: pyproject
pyproject_dir: python/cugraph-dgl
extras:
table: project.optional-dependencies
key: test
includes:
- depends_on_pylibwholegraph
- depends_on_pytorch
- test_python_common
py_build_cugraph_pyg:
output: pyproject
pyproject_dir: python/cugraph-pyg
extras:
table: build-system
includes:
- rapids_build_setuptools
py_run_cugraph_pyg:
output: pyproject
pyproject_dir: python/cugraph-pyg
extras:
table: project
includes:
- depends_on_cugraph
- depends_on_pylibcugraphops
- depends_on_pyg
- python_run_cugraph_pyg
py_test_cugraph_pyg:
output: pyproject
pyproject_dir: python/cugraph-pyg
extras:
table: project.optional-dependencies
key: test
includes:
- depends_on_pyg
- depends_on_pylibwholegraph
- depends_on_pytorch
- test_python_common
- test_python_cugraph_pyg
cugraph_dgl_dev:
matrix:
cuda: ["11.8"]
output: conda
conda_dir: python/cugraph-dgl/conda
includes:
- checks
- depends_on_cugraph
- depends_on_pylibcugraphops
- depends_on_dgl
- depends_on_pytorch
- cugraph_dgl_dev
- test_python_common
cugraph_pyg_dev:
matrix:
cuda: ["11.8"]
output: conda
conda_dir: python/cugraph-pyg/conda
includes:
- checks
- depends_on_cugraph
- depends_on_pyg
- depends_on_pylibcugraphops
- depends_on_pytorch
- cugraph_pyg_dev
- test_python_common
channels:
- rapidsai
- rapidsai-nightly
- dask/label/dev
- conda-forge
- nvidia
dependencies:
checks:
common:
- output_types: [conda, requirements]
packages:
- pre-commit
cuda_version:
specific:
- output_types: conda
matrices:
- matrix:
cuda: "11.2"
packages:
- cuda-version=11.2
- matrix:
cuda: "11.4"
packages:
- cuda-version=11.4
- matrix:
cuda: "11.5"
packages:
- cuda-version=11.5
- matrix:
cuda: "11.8"
packages:
- cuda-version=11.8
- matrix:
cuda: "12.0"
packages:
- cuda-version=12.0
- matrix:
cuda: "12.1"
packages:
- cuda-version=12.1
- matrix:
cuda: "12.2"
packages:
- cuda-version=12.2
- matrix:
cuda: "12.4"
packages:
- cuda-version=12.4
- matrix:
cuda: "12.5"
packages:
- cuda-version=12.5
cuda:
specific:
- output_types: [conda]
matrices:
- matrix:
cuda: "12.*"
packages:
- cuda-cudart-dev
- cuda-nvtx-dev
- cuda-profiler-api
- libcublas-dev
- libcurand-dev
- libcusolver-dev
- libcusparse-dev
- matrix:
cuda: "11.*"
packages:
- cudatoolkit
- cuda-nvtx
common_build:
common:
- output_types: [conda, pyproject]
packages:
- &cmake_ver cmake>=3.26.4,!=3.30.0
- ninja
docs:
common:
- output_types: [conda]
packages:
- breathe
- doxygen
- graphviz
- ipython
- nbsphinx
- numpydoc
- pydata-sphinx-theme
- recommonmark
- sphinx-copybutton
- sphinx-markdown-tables
- sphinx<6
- sphinxcontrib-websupport
py_version:
specific:
- output_types: [conda]
matrices:
- matrix:
py: "3.10"
packages:
- python=3.10
- matrix:
py: "3.11"
packages:
- python=3.11
- matrix:
py: "3.12"
packages:
- python=3.12
- matrix:
packages:
- python>=3.10,<3.13
python_build_cythonize:
common:
- output_types: [conda, pyproject, requirements]
packages:
- cython>=3.0.0
python_run_pylibwholegraph:
common:
- output_types: [conda, pyproject, requirements]
packages:
- &numpy numpy>=1.23,<3.0a0
python_run_cugraph_dgl:
common:
- output_types: [conda, pyproject]
packages:
- &numba numba>=0.57
- *numpy
python_run_cugraph_pyg:
common:
- output_types: [conda, pyproject]
packages:
- *numba
- *numpy
- pandas
rapids_build_skbuild:
common:
- output_types: [conda, requirements, pyproject]
packages:
- &rapids_build_backend rapids-build-backend>=0.3.0,<0.4.0.dev0
- output_types: conda
packages:
- scikit-build-core>=0.10.0
- output_types: [requirements, pyproject]
packages:
- scikit-build-core[pyproject]>=0.10.0
rapids_build_setuptools:
common:
- output_types: [conda, requirements, pyproject]
packages:
- *rapids_build_backend
- setuptools>=61.0.0
- wheel
test_cpp:
common:
- output_types: conda
packages:
- *cmake_ver
- nccl>=2.19
test_notebook:
common:
- output_types: [conda, requirements]
packages:
- ipython
- notebook>=0.5.0
- output_types: [conda]
packages:
- wget
test_python_common:
common:
- output_types: [conda, pyproject]
packages:
- pytest
- pytest-benchmark
- pytest-cov
- pytest-xdist
test_python_cugraph_pyg:
common:
- output_types: [conda, pyproject, requirements]
packages:
- ogb
test_python_pylibwholegraph:
common:
- output_types: [conda, pyproject, requirements]
packages:
- pytest-forked
- scipy
cugraph_dgl_dev:
common:
- output_types: [conda]
packages:
- dgl>=2.4.0.cu*
- &tensordict tensordict>=0.1.2
cugraph_pyg_dev:
common:
- output_types: [conda]
packages:
- *tensordict
depends_on_pytorch:
common:
- output_types: [conda]
packages:
- pytorch::pytorch>=2.3,<2.4.0a0
- torchdata
- pydantic
specific:
- output_types: [requirements]
matrices:
- matrix: {cuda: "12.*"}
packages:
- --extra-index-url=https://download.pytorch.org/whl/cu121
- matrix: {cuda: "11.*"}
packages:
- --extra-index-url=https://download.pytorch.org/whl/cu118
- {matrix: null, packages: null}
- output_types: [requirements, pyproject]
matrices:
- matrix: {cuda: "12.*"}
packages:
- &pytorch_pip torch>=2.3,<2.4.0a0
- *tensordict
- matrix: {cuda: "11.*"}
packages:
- *pytorch_pip
- *tensordict
- {matrix: null, packages: [*pytorch_pip, *tensordict]}
- output_types: [conda]
matrices:
- matrix: {cuda: "12.*"}
packages:
- pytorch-cuda=12.1
- matrix: {cuda: "11.*"}
packages:
- pytorch-cuda=11.8
depends_on_dgl:
specific:
- output_types: [conda]
matrices:
- matrix: {cuda: "12.*"}
packages:
- "dglteam/label/th23_cu121::dgl>=2.4.0.th23.cu*"
- matrix: {cuda: "11.*"}
packages:
- "dglteam/label/th23_cu118::dgl>=2.4.0.th23.cu*"
- {matrix: null, packages: ["dglteam/label/th23_cu121::dgl>=2.4.0.th23.cu*"]}
depends_on_pyg:
common:
- output_types: [conda]
packages:
- pytorch_geometric>=2.5,<2.6
- output_types: [pyproject, requirements]
packages:
- torch-geometric>=2.5,<2.6
depends_on_pylibwholegraph:
common:
- output_types: conda
packages:
- &pylibwholegraph_unsuffixed pylibwholegraph==24.12.*,>=0.0.0a0
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- pylibwholegraph-cu12==24.12.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- pylibwholegraph-cu11==24.12.*,>=0.0.0a0
- {matrix: null, packages: [*pylibwholegraph_unsuffixed]}
depends_on_rmm:
common:
- output_types: conda
packages:
- &rmm_unsuffixed rmm==24.12.*,>=0.0.0a0
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- rmm-cu12==24.12.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- rmm-cu11==24.12.*,>=0.0.0a0
- {matrix: null, packages: [*rmm_unsuffixed]}
depends_on_cugraph:
common:
- output_types: conda
packages:
- &cugraph_unsuffixed cugraph==24.12.*,>=0.0.0a0
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- cugraph-cu12==24.12.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- cugraph-cu11==24.12.*,>=0.0.0a0
- {matrix: null, packages: [*cugraph_unsuffixed]}
depends_on_cudf:
common:
- output_types: conda
packages:
- &cudf_unsuffixed cudf==24.12.*,>=0.0.0a0
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- cudf-cu12==24.12.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- cudf-cu11==24.12.*,>=0.0.0a0
- {matrix: null, packages: [*cudf_unsuffixed]}
depends_on_dask_cudf:
common:
- output_types: conda
packages:
- &dask_cudf_unsuffixed dask-cudf==24.12.*,>=0.0.0a0
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- dask-cudf-cu12==24.12.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- dask-cudf-cu11==24.12.*,>=0.0.0a0
- {matrix: null, packages: [*dask_cudf_unsuffixed]}
depends_on_pylibraft:
common:
- output_types: conda
packages:
- &pylibraft_unsuffixed pylibraft==24.12.*,>=0.0.0a0
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- pylibraft-cu12==24.12.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- pylibraft-cu11==24.12.*,>=0.0.0a0
- {matrix: null, packages: [*pylibraft_unsuffixed]}
depends_on_raft_dask:
common:
- output_types: conda
packages:
- &raft_dask_unsuffixed raft-dask==24.12.*,>=0.0.0a0
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- raft-dask-cu12==24.12.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- raft-dask-cu11==24.12.*,>=0.0.0a0
- {matrix: null, packages: [*raft_dask_unsuffixed]}
depends_on_pylibcugraph:
common:
- output_types: conda
packages:
- &pylibcugraph_unsuffixed pylibcugraph==24.12.*,>=0.0.0a0
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- pylibcugraph-cu12==24.12.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- pylibcugraph-cu11==24.12.*,>=0.0.0a0
- {matrix: null, packages: [*pylibcugraph_unsuffixed]}
depends_on_pylibcugraphops:
common:
- output_types: conda
packages:
- &pylibcugraphops_unsuffixed pylibcugraphops==24.12.*,>=0.0.0a0
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- pylibcugraphops-cu12==24.12.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- pylibcugraphops-cu11==24.12.*,>=0.0.0a0
- {matrix: null, packages: [*pylibcugraphops_unsuffixed]}
depends_on_cupy:
common:
- output_types: conda
packages:
- cupy>=12.0.0
# 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.
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix: {cuda: "12.*"}
packages:
- cupy-cuda12x>=12.0.0
- matrix: {cuda: "11.*"}
packages: &cupy_packages_cu11
- cupy-cuda11x>=12.0.0
- {matrix: null, packages: *cupy_packages_cu11}