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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", "12.0"]
arch: [x86_64]
includes:
- checks
- common_build
- cpp_build
- cudatoolkit
- docs
- python_build_wheel
- python_build_cythonize
- depends_on_rmm
- depends_on_cudf
- depends_on_dask_cudf
- depends_on_pylibraft
- depends_on_raft_dask
- depends_on_cupy
- 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:
- cudatoolkit
- docs
- py_version
test_cpp:
output: none
includes:
- cudatoolkit
- test_cpp
test_notebooks:
output: none
includes:
- cudatoolkit
- py_version
- test_notebook
- test_python_common
- test_python_cugraph
test_python:
output: none
includes:
- cudatoolkit
- depends_on_cudf
- 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:
- common_build
- python_build_wheel
- depends_on_rmm
- depends_on_pylibraft
- depends_on_pylibcugraph
- python_build_cythonize
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
py_build_pylibcugraph:
output: pyproject
pyproject_dir: python/pylibcugraph
extras:
table: build-system
includes:
- common_build
- python_build_wheel
- depends_on_rmm
- depends_on_pylibraft
- python_build_cythonize
py_run_pylibcugraph:
output: pyproject
pyproject_dir: python/pylibcugraph
extras:
table: project
includes:
- 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_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_wheel
py_run_cugraph_dgl:
output: pyproject
pyproject_dir: python/cugraph-dgl
extras:
table: project
includes:
- python_run_cugraph_dgl
py_build_cugraph_pyg:
output: pyproject
pyproject_dir: python/cugraph-pyg
extras:
table: build-system
includes:
- python_build_wheel
py_run_cugraph_pyg:
output: pyproject
pyproject_dir: python/cugraph-pyg
extras:
table: project
includes:
- python_run_cugraph_pyg
py_build_cugraph_service_client:
output: pyproject
pyproject_dir: python/cugraph-service/client
extras:
table: build-system
includes:
- 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_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
- cugraph_dgl_dev
- test_python_common
cugraph_pyg_dev:
matrix:
cuda: ["11.8"]
output: conda
conda_dir: python/cugraph-pyg/conda
includes:
- checks
- cugraph_pyg_dev
- test_python_common
channels:
- rapidsai
- rapidsai-nightly
- dask/label/dev
- pytorch
- pyg
- dglteam/label/cu118
- conda-forge
- nvidia
dependencies:
checks:
common:
- output_types: [conda, requirements]
packages:
- pre-commit
cudatoolkit:
specific:
- output_types: [conda]
matrices:
- matrix:
cuda: "12.0"
packages:
- cuda-version=12.0
- matrix:
cuda: "11.8"
packages:
- cuda-version=11.8
- cudatoolkit
- matrix:
cuda: "11.5"
packages:
- cuda-version=11.5
- cudatoolkit
- matrix:
cuda: "11.4"
packages:
- cuda-version=11.4
- cudatoolkit
- matrix:
cuda: "11.2"
packages:
- cuda-version=11.2
- cudatoolkit
common_build:
common:
- output_types: [conda, pyproject]
packages:
- &cmake_ver cmake>=3.26.4
- ninja
cpp_build:
common:
- output_types: [conda]
packages:
- c-compiler
- cxx-compiler
- gmock>=1.13.0
- gtest>=1.13.0
- libcugraphops==23.12.*
- libraft-headers==23.12.*
- libraft==23.12.*
- librmm==23.12.*
- 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: "12.0"
packages:
- cuda-version=12.0
- 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
- &pylibcugraphops pylibcugraphops==23.12.*
py_version:
specific:
- output_types: [conda]
matrices:
- matrix:
py: "3.9"
packages:
- python=3.9
- matrix:
py: "3.10"
packages:
- python=3.10
- matrix:
packages:
- python>=3.9,<3.11
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
- &pylibraft pylibraft==23.12.*
- &rmm rmm==23.12.*
- scikit-build>=0.13.1
python_build_cugraph:
common:
- output_types: [conda, pyproject]
packages:
- &pylibcugraph pylibcugraph==23.12.*
python_run_cugraph:
common:
- output_types: [conda, pyproject]
packages:
- &cudf cudf==23.12.*
- &dask dask>=2023.7.1
- &distributed distributed>=2023.7.1
- &dask_cuda dask-cuda==23.12.*
- &dask_cudf dask-cudf==23.12.*
- &numba numba>=0.57
- raft-dask==23.12.*
- *rmm
- &ucx_py ucx-py==0.35.*
- output_types: conda
packages:
- aiohttp
- &dask-core_conda dask-core==2023.9.2
- fsspec>=0.6.0
- libcudf==23.12.*
- requests
- nccl>=2.9.9
- ucx-proc=*=gpu
- 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
python_run_nx_cugraph:
common:
- output_types: [conda, pyproject]
packages:
- networkx>=3.0
python_run_cugraph_dgl:
common:
- output_types: [conda, pyproject]
packages:
- *numba
- &numpy numpy>=1.21
- output_types: [pyproject]
packages:
- &cugraph cugraph==23.12.*
python_run_cugraph_pyg:
common:
- output_types: [conda, pyproject]
packages:
- *numba
- *numpy
- output_types: [pyproject]
packages:
- *cugraph
python_run_cugraph_service_client:
common:
- output_types: [conda, pyproject]
packages:
- &thrift thriftpy2
python_run_cugraph_service_server:
common:
- output_types: [conda, pyproject]
packages:
- *dask
- *dask_cuda
- *distributed
- *numba
- *numpy
- *thrift
- *ucx_py
- output_types: conda
packages:
- *dask-core_conda
- output_types: pyproject
packages:
- *cugraph
- cugraph-service-client==23.12.*
doc:
common:
- output_types: [conda]
packages:
- doxygen
- nbsphinx
- numpydoc
- pydata-sphinx-theme
- recommonmark
- sphinx
- sphinxcontrib-websupport
- sphinx-markdown-tables
- sphinx-copybutton
- *pylibcugraphops
test_cpp:
common:
- output_types: conda
packages:
- *cmake_ver
test_notebook:
common:
- output_types: [conda, requirements]
packages:
- ipython
- notebook>=0.5.0
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
test_python_pylibcugraph:
common:
- output_types: [conda, pyproject]
packages:
- *numpy
test_python_nx_cugraph:
common:
- output_types: [conda, pyproject]
packages:
- packaging>=21
# not needed by nx-cugraph tests, but is required for running networkx tests
- pytest-mpl
cugraph_dgl_dev:
common:
- output_types: [conda]
packages:
- cugraph==23.12.*
- *pylibcugraphops
- pytorch>=2.0
- pytorch-cuda==11.8
- dgl>=1.1.0.cu*
cugraph_pyg_dev:
common:
- output_types: [conda]
packages:
- cugraph==23.12.*
- *pylibcugraphops
- pytorch==2.0
- pytorch-cuda==11.8
- pyg=2.3.1=*torch_2.0.0*cu118*
depends_on_rmm:
common:
- output_types: conda
packages:
- *rmm
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix: {cuda: "12.2"}
packages: &rmm_packages_pip_cu12
- rmm-cu12==23.12.*
- {matrix: {cuda: "12.1"}, packages: *rmm_packages_pip_cu12}
- {matrix: {cuda: "12.0"}, packages: *rmm_packages_pip_cu12}
- matrix: {cuda: "11.8"}
packages: &rmm_packages_pip_cu11
- rmm-cu11==23.12.*
- {matrix: {cuda: "11.5"}, packages: *rmm_packages_pip_cu11}
- {matrix: {cuda: "11.4"}, packages: *rmm_packages_pip_cu11}
- {matrix: {cuda: "11.2"}, packages: *rmm_packages_pip_cu11}
- {matrix: null, packages: [*rmm]}
depends_on_cudf:
common:
- output_types: conda
packages:
- *cudf
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix: {cuda: "12.2"}
packages: &cudf_packages_pip_cu12
- cudf-cu12==23.12.*
- {matrix: {cuda: "12.1"}, packages: *cudf_packages_pip_cu12}
- {matrix: {cuda: "12.0"}, packages: *cudf_packages_pip_cu12}
- matrix: {cuda: "11.8"}
packages: &cudf_packages_pip_cu11
- cudf-cu11==23.12.*
- {matrix: {cuda: "11.5"}, packages: *cudf_packages_pip_cu11}
- {matrix: {cuda: "11.4"}, packages: *cudf_packages_pip_cu11}
- {matrix: {cuda: "11.2"}, packages: *cudf_packages_pip_cu11}
- {matrix: null, packages: [*cudf]}
depends_on_dask_cudf:
common:
- output_types: conda
packages:
- *dask_cudf
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix: {cuda: "12.2"}
packages: &dask_cudf_packages_pip_cu12
- dask-cudf-cu12==23.12.*
- {matrix: {cuda: "12.1"}, packages: *dask_cudf_packages_pip_cu12}
- {matrix: {cuda: "12.0"}, packages: *dask_cudf_packages_pip_cu12}
- matrix: {cuda: "11.8"}
packages: &dask_cudf_packages_pip_cu11
- dask-cudf-cu11==23.12.*
- {matrix: {cuda: "11.5"}, packages: *dask_cudf_packages_pip_cu11}
- {matrix: {cuda: "11.4"}, packages: *dask_cudf_packages_pip_cu11}
- {matrix: {cuda: "11.2"}, packages: *dask_cudf_packages_pip_cu11}
- {matrix: null, packages: [*dask_cudf]}
depends_on_pylibraft:
common:
- output_types: conda
packages:
- *pylibraft
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix: {cuda: "12.2"}
packages: &pylibraft_packages_pip_cu12
- pylibraft-cu12==23.12.*
- {matrix: {cuda: "12.1"}, packages: *pylibraft_packages_pip_cu12}
- {matrix: {cuda: "12.0"}, packages: *pylibraft_packages_pip_cu12}
- matrix: {cuda: "11.8"}
packages: &pylibraft_packages_pip_cu11
- pylibraft-cu11==23.12.*
- {matrix: {cuda: "11.5"}, packages: *pylibraft_packages_pip_cu11}
- {matrix: {cuda: "11.4"}, packages: *pylibraft_packages_pip_cu11}
- {matrix: {cuda: "11.2"}, packages: *pylibraft_packages_pip_cu11}
- {matrix: null, packages: [*pylibraft]}
depends_on_raft_dask:
common:
- output_types: conda
packages:
- &raft_dask raft-dask==23.12.*
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix: {cuda: "12.2"}
packages: &raft_dask_packages_pip_cu12
- raft-dask-cu12==23.12.*
- {matrix: {cuda: "12.1"}, packages: *raft_dask_packages_pip_cu12}
- {matrix: {cuda: "12.0"}, packages: *raft_dask_packages_pip_cu12}
- matrix: {cuda: "11.8"}
packages: &raft_dask_packages_pip_cu11
- raft-dask-cu11==23.12.*
- {matrix: {cuda: "11.5"}, packages: *raft_dask_packages_pip_cu11}
- {matrix: {cuda: "11.4"}, packages: *raft_dask_packages_pip_cu11}
- {matrix: {cuda: "11.2"}, packages: *raft_dask_packages_pip_cu11}
- {matrix: null, packages: [*raft_dask]}
depends_on_pylibcugraph:
common:
- output_types: conda
packages:
- *pylibcugraph
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
- --extra-index-url=https://pypi.nvidia.com
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix: {cuda: "12.2"}
packages: &pylibcugraph_packages_pip_cu12
- pylibcugraph-cu12==23.12.*
- {matrix: {cuda: "12.1"}, packages: *pylibcugraph_packages_pip_cu12}
- {matrix: {cuda: "12.0"}, packages: *pylibcugraph_packages_pip_cu12}
- matrix: {cuda: "11.8"}
packages: &pylibcugraph_packages_pip_cu11
- pylibcugraph-cu11==23.12.*
- {matrix: {cuda: "11.5"}, packages: *pylibcugraph_packages_pip_cu11}
- {matrix: {cuda: "11.4"}, packages: *pylibcugraph_packages_pip_cu11}
- {matrix: {cuda: "11.2"}, packages: *pylibcugraph_packages_pip_cu11}
- {matrix: null, packages: [*pylibcugraph]}
depends_on_cupy:
common:
- output_types: conda
packages:
- cupy>=12.0.0
specific:
- output_types: [requirements, pyproject]
matrices:
# All CUDA 12 + x86_64 versions
- matrix: {cuda: "12.2", arch: x86_64}
packages: &cupy_packages_cu12_x86_64
- cupy-cuda12x>=12.0.0
- {matrix: {cuda: "12.1", arch: x86_64}, packages: *cupy_packages_cu12_x86_64}
- {matrix: {cuda: "12.0", arch: x86_64}, packages: *cupy_packages_cu12_x86_64}
# All CUDA 12 + aarch64 versions
- matrix: {cuda: "12.2", arch: aarch64}
packages: &cupy_packages_cu12_aarch64
- cupy-cuda12x -f https://pip.cupy.dev/aarch64 # TODO: Verify that this works.
- {matrix: {cuda: "12.1", arch: aarch64}, packages: *cupy_packages_cu12_aarch64}
- {matrix: {cuda: "12.0", arch: aarch64}, packages: *cupy_packages_cu12_aarch64}
# All CUDA 11 + x86_64 versions
- matrix: {cuda: "11.8", arch: x86_64}
packages: &cupy_packages_cu11_x86_64
- cupy-cuda11x>=12.0.0
- {matrix: {cuda: "11.5", arch: x86_64}, packages: *cupy_packages_cu11_x86_64}
- {matrix: {cuda: "11.4", arch: x86_64}, packages: *cupy_packages_cu11_x86_64}
- {matrix: {cuda: "11.2", arch: x86_64}, packages: *cupy_packages_cu11_x86_64}
# All CUDA 11 + aarch64 versions
- matrix: {cuda: "11.8", arch: aarch64}
packages: &cupy_packages_cu11_aarch64
- cupy-cuda11x -f https://pip.cupy.dev/aarch64 # TODO: Verify that this works.
- {matrix: {cuda: "11.5", arch: aarch64}, packages: *cupy_packages_cu11_aarch64}
- {matrix: {cuda: "11.4", arch: aarch64}, packages: *cupy_packages_cu11_aarch64}
- {matrix: {cuda: "11.2", arch: aarch64}, packages: *cupy_packages_cu11_aarch64}
- {matrix: null, packages: [cupy-cuda11x>=12.0.0]}