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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: ["11.8", "12.5"]
arch: [x86_64]
includes:
- checks
- common_build
- cpp_build
- cuda
- cuda_version
- docs
- python_build_rapids
- python_build_wheel
- python_build_cythonize
- depends_on_rmm
- depends_on_cudf
- depends_on_dask_cudf
- depends_on_pylibraft
- depends_on_raft_dask
# Deprecate pylibcugraphops
- depends_on_pylibcugraphops
- depends_on_pylibwholegraph
- depends_on_cupy
- depends_on_pytorch
- python_run_cugraph
- python_run_nx_cugraph
- python_run_cugraph_dgl
- python_run_cugraph_pyg
- test_notebook
- test_python_common
- test_python_cugraph
- test_python_pylibcugraph
- test_python_nx_cugraph
checks:
output: none
includes:
- checks
- py_version
docs:
output: none
includes:
- cuda_version
- docs
- py_version
# Deprecate pylibcugraphops
- 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_cugraph
test_python:
output: none
includes:
- cuda_version
- depends_on_cudf
- depends_on_pylibwholegraph
- depends_on_pytorch
- py_version
- test_python_common
- test_python_cugraph
- test_python_pylibcugraph
py_build_cugraph:
output: pyproject
pyproject_dir: python/cugraph
extras:
table: build-system
includes:
- python_build_rapids
- python_build_cythonize
py_rapids_build_cugraph:
output: pyproject
pyproject_dir: python/cugraph
extras:
table: tool.rapids-build-backend
key: requires
includes:
- common_build
- depends_on_rmm
- depends_on_pylibraft
- depends_on_pylibcugraph
py_run_cugraph:
output: pyproject
pyproject_dir: python/cugraph
extras:
table: project
includes:
- depends_on_rmm
- depends_on_cudf
- depends_on_dask_cudf
- depends_on_raft_dask
- depends_on_pylibcugraph
- depends_on_cupy
- python_run_cugraph
py_test_cugraph:
output: pyproject
pyproject_dir: python/cugraph
extras:
table: project.optional-dependencies
key: test
includes:
- test_python_common
- test_python_cugraph
- depends_on_pylibwholegraph
py_build_pylibcugraph:
output: pyproject
pyproject_dir: python/pylibcugraph
extras:
table: build-system
includes:
- python_build_rapids
- python_build_cythonize
py_rapids_build_pylibcugraph:
output: pyproject
pyproject_dir: python/pylibcugraph
extras:
table: tool.rapids-build-backend
key: requires
includes:
- common_build
- depends_on_rmm
- depends_on_pylibraft
py_run_pylibcugraph:
output: pyproject
pyproject_dir: python/pylibcugraph
extras:
table: project
includes:
- cuda_wheels
- depends_on_rmm
- depends_on_pylibraft
py_test_pylibcugraph:
output: pyproject
pyproject_dir: python/pylibcugraph
extras:
table: project.optional-dependencies
key: test
includes:
- depends_on_cudf
- test_python_common
- test_python_pylibcugraph
py_build_nx_cugraph:
output: pyproject
pyproject_dir: python/nx-cugraph
extras:
table: build-system
includes:
- python_build_rapids
- python_build_wheel
py_run_nx_cugraph:
output: pyproject
pyproject_dir: python/nx-cugraph
extras:
table: project
includes:
- depends_on_pylibcugraph
- depends_on_cupy
- python_run_nx_cugraph
py_test_nx_cugraph:
output: pyproject
pyproject_dir: python/nx-cugraph
extras:
table: project.optional-dependencies
key: test
includes:
- test_python_common
- test_python_nx_cugraph
py_build_cugraph_dgl:
output: pyproject
pyproject_dir: python/cugraph-dgl
extras:
table: build-system
includes:
- python_build_rapids
- python_build_wheel
py_run_cugraph_dgl:
output: pyproject
pyproject_dir: python/cugraph-dgl
extras:
table: project
includes:
- python_run_cugraph_dgl
# Deprecate pylibcugraphops
- depends_on_pylibcugraphops
py_test_cugraph_dgl:
output: pyproject
pyproject_dir: python/cugraph-dgl
extras:
table: project.optional-dependencies
key: test
includes:
- test_python_common
- depends_on_pylibwholegraph
- depends_on_pytorch
py_build_cugraph_pyg:
output: pyproject
pyproject_dir: python/cugraph-pyg
extras:
table: build-system
includes:
- python_build_rapids
- python_build_wheel
py_run_cugraph_pyg:
output: pyproject
pyproject_dir: python/cugraph-pyg
extras:
table: project
includes:
- python_run_cugraph_pyg
# Deprecate pylibcugraphops
- depends_on_pylibcugraphops
py_test_cugraph_pyg:
output: pyproject
pyproject_dir: python/cugraph-pyg
extras:
table: project.optional-dependencies
key: test
includes:
- test_python_common
- depends_on_pylibwholegraph
- depends_on_pytorch
py_build_cugraph_equivariant:
output: pyproject
pyproject_dir: python/cugraph-equivariant
extras:
table: build-system
includes:
- python_build_rapids
- python_build_wheel
py_run_cugraph_equivariant:
output: pyproject
pyproject_dir: python/cugraph-equivariant
extras:
table: project
includes:
# Deprecate pylibcugraphops
- depends_on_pylibcugraphops
py_test_cugraph_equivariant:
output: pyproject
pyproject_dir: python/cugraph-equivariant
extras:
table: project.optional-dependencies
key: test
includes:
- test_python_common
py_build_cugraph_service_client:
output: pyproject
pyproject_dir: python/cugraph-service/client
extras:
table: build-system
includes:
- python_build_rapids
- python_build_wheel
py_run_cugraph_service_client:
output: pyproject
pyproject_dir: python/cugraph-service/client
extras:
table: project
includes:
- python_run_cugraph_service_client
py_build_cugraph_service_server:
output: pyproject
pyproject_dir: python/cugraph-service/server
extras:
table: build-system
includes:
- python_build_rapids
- python_build_wheel
py_run_cugraph_service_server:
output: pyproject
pyproject_dir: python/cugraph-service/server
extras:
table: project
includes:
- depends_on_rmm
- depends_on_cudf
- depends_on_dask_cudf
- depends_on_cupy
- python_run_cugraph_service_server
py_test_cugraph_service_server:
output: pyproject
pyproject_dir: python/cugraph-service/server
extras:
table: project.optional-dependencies
key: test
includes:
- test_python_common
- test_python_cugraph
cugraph_dgl_dev:
matrix:
cuda: ["11.8"]
output: conda
conda_dir: python/cugraph-dgl/conda
includes:
- checks
# Deprecate pylibcugraphops
- depends_on_pylibcugraphops
- cugraph_dgl_dev
- test_python_common
cugraph_pyg_dev:
matrix:
cuda: ["11.8"]
output: conda
conda_dir: python/cugraph-pyg/conda
includes:
- checks
# Deprecate pylibcugraphops
- depends_on_pylibcugraphops
- cugraph_pyg_dev
- test_python_common
channels:
- rapidsai
- rapidsai-nightly
- dask/label/dev
- dglteam/label/th23_cu118
- 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: "12.2"
packages:
- cuda-version=12.2
- 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
cuda_wheels:
specific:
- output_types: pyproject
matrices:
- matrix:
cuda: "12.*"
use_cuda_wheels: "true"
packages:
- nvidia-cublas-cu12
- nvidia-curand-cu12
- nvidia-cusolver-cu12
- nvidia-cusparse-cu12
# CUDA 11 does not provide wheels, so use the system libraries instead
- matrix:
cuda: "11.*"
use_cuda_wheels: "true"
packages:
# if use_cuda_wheels=false is provided, do not add dependencies on any CUDA wheels
# (e.g. for DLFW and pip devcontainers)
- matrix:
use_cuda_wheels: "false"
packages:
# if no matching matrix selectors passed, list the unsuffixed packages
# (just as a source of documentation, as this populates pyproject.toml in source control)
- matrix:
packages:
- nvidia-cublas
- nvidia-curand
- nvidia-cusolver
- nvidia-cusparse
common_build:
common:
- output_types: [conda, pyproject]
packages:
- &cmake_ver cmake>=3.26.4,!=3.30.0
- ninja
cpp_build:
common:
- output_types: [conda]
packages:
- c-compiler
- cxx-compiler
- libcudf==24.12.*,>=0.0.0a0
# Deprecate libcugraphops
- libcugraphops==24.12.*,>=0.0.0a0
- libraft-headers==24.12.*,>=0.0.0a0
- libraft==24.12.*,>=0.0.0a0
- librmm==24.12.*,>=0.0.0a0
- openmpi # Required for building cpp-mgtests (multi-GPU tests)
specific:
- output_types: [conda]
matrices:
- matrix:
arch: x86_64
packages:
- gcc_linux-64=11.*
- matrix:
arch: aarch64
packages:
- gcc_linux-aarch64=11.*
- output_types: [conda]
matrices:
- matrix:
arch: x86_64
cuda: "11.8"
packages:
- nvcc_linux-64=11.8
- matrix:
arch: aarch64
cuda: "11.8"
packages:
- nvcc_linux-aarch64=11.8
- matrix:
cuda: "12.*"
packages:
- cuda-nvcc
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_rapids:
common:
- output_types: [conda, pyproject, requirements]
packages:
- rapids-build-backend>=0.3.1,<0.4.0.dev0
python_build_wheel:
common:
- output_types: [conda, pyproject, requirements]
packages:
- setuptools>=61.0.0
- wheel
python_build_cythonize:
common:
- output_types: [conda, pyproject, requirements]
packages:
- cython>=3.0.0
- output_types: conda
packages:
- scikit-build-core>=0.10.0
- output_types: [pyproject, requirements]
packages:
- scikit-build-core[pyproject]>=0.10.0
python_run_cugraph:
common:
- output_types: [conda, pyproject]
packages:
- &dask rapids-dask-dependency==24.12.*,>=0.0.0a0
- &dask_cuda dask-cuda==24.12.*,>=0.0.0a0
- &numba numba>=0.57
- &numpy numpy>=1.23,<3.0a0
- output_types: conda
packages:
- aiohttp
- fsspec>=0.6.0
- requests
- nccl>=2.19
- ucx-proc=*=gpu
- &ucx_py_unsuffixed ucx-py==0.41.*,>=0.0.0a0
- output_types: pyproject
packages:
# cudf uses fsspec but is protocol independent. cugraph
# dataset APIs require [http] extras for use with cudf.
- fsspec[http]>=0.6.0
specific:
- output_types: pyproject
matrices:
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- &ucx_py_cu11 ucx-py-cu11==0.41.*,>=0.0.0a0
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- &ucx_py_cu12 ucx-py-cu12==0.41.*,>=0.0.0a0
- matrix:
packages:
- *ucx_py_unsuffixed
python_run_nx_cugraph:
common:
- output_types: [conda, pyproject]
packages:
- networkx>=3.0
- *numpy
python_run_cugraph_dgl:
common:
- output_types: [conda, pyproject]
packages:
- *numba
- *numpy
specific:
- output_types: [pyproject]
matrices:
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- &cugraph_cu11 cugraph-cu11==24.12.*,>=0.0.0a0
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- &cugraph_cu12 cugraph-cu12==24.12.*,>=0.0.0a0
- matrix:
packages:
- &cugraph_unsuffixed cugraph==24.12.*,>=0.0.0a0
python_run_cugraph_pyg:
common:
- output_types: [conda, pyproject]
packages:
- *numba
- *numpy
specific:
- output_types: [pyproject]
matrices:
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- *cugraph_cu11
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- *cugraph_cu12
- matrix:
packages:
- *cugraph_unsuffixed
python_run_cugraph_service_client:
common:
- output_types: [conda, pyproject]
packages:
- &thrift thriftpy2!=0.5.0,!=0.5.1
python_run_cugraph_service_server:
common:
- output_types: [conda, pyproject]
packages:
- *dask
- *dask_cuda
- *numba
- *numpy
- *thrift
- output_types: conda
packages:
- *ucx_py_unsuffixed
specific:
- output_types: pyproject
matrices:
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- *cugraph_cu11
- cugraph-service-client-cu11==24.12.*,>=0.0.0a0
- *ucx_py_cu11
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- *cugraph_cu12
- cugraph-service-client-cu12==24.12.*,>=0.0.0a0
- *ucx_py_cu12
- matrix:
packages:
- *cugraph_unsuffixed
- cugraph-service-client==24.12.*,>=0.0.0a0
- *ucx_py_unsuffixed
test_cpp:
common:
- output_types: conda
packages:
- *cmake_ver
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:
- pandas
- pytest
- pytest-benchmark
- pytest-cov
- pytest-xdist
- scipy
test_python_cugraph:
common:
- output_types: [conda, pyproject]
packages:
- networkx>=2.5.1
- *numpy
- python-louvain
- scikit-learn>=0.23.1
- output_types: [conda]
packages:
- &pylibwholegraph_unsuffixed pylibwholegraph==24.12.*,>=0.0.0a0
- *thrift
test_python_pylibcugraph:
common:
- output_types: [conda, pyproject]
packages:
- *numpy
test_python_nx_cugraph:
common:
- output_types: [conda, pyproject]
packages:
# not needed by nx-cugraph tests, but is required for running networkx tests
- pytest-mpl
cugraph_dgl_dev:
common:
- output_types: [conda]
packages:
- *cugraph_unsuffixed
# ceiling could be removed when this is fixed:
# https://github.com/conda-forge/pytorch-cpu-feedstock/issues/254
- &pytorch_conda pytorch>=2.3,<2.4.0a0
- pytorch-cuda==11.8
- &tensordict tensordict>=0.1.2
- dgl>=2.4.0.cu*
cugraph_pyg_dev:
common:
- output_types: [conda]
packages:
- *cugraph_unsuffixed
- *pytorch_conda
- pytorch-cuda==11.8
- *tensordict
- pytorch_geometric>=2.5,<2.6
depends_on_pytorch:
common:
- output_types: [conda]
packages:
- *pytorch_conda
- torchdata
- pydantic
- ogb
- torchmetrics
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]}
depends_on_pylibwholegraph:
common:
- output_types: conda
packages:
- *pylibwholegraph_unsuffixed
- 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_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]}
# deprecate pylibcugraphops
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}