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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", "12.8"]
arch: [x86_64, aarch64]
includes:
- common_build
- cuda
- cuda_version
- depends_on_cudf
- depends_on_cuda_python
- depends_on_cupy
- depends_on_cuvs
- depends_on_dask_cudf
- depends_on_libcumlprims
- depends_on_libcuvs
- depends_on_libraft
- depends_on_librmm
- depends_on_pylibraft
- depends_on_raft_dask
- depends_on_rapids_logger
- depends_on_rmm
- docs
- py_build_cuml
- py_run_cuml
- py_version
- rapids_build_backend
- test_python
cpp_all:
output: conda
matrix:
cuda: ["11.8", "12.8"]
arch: [x86_64]
includes:
- common_build
- cuda
- cuda_version
- depends_on_libcumlprims
- depends_on_libcuvs
- depends_on_libraft_headers
- depends_on_librmm
checks:
output: none
includes:
- checks
- py_version
clang_tidy:
output: conda
matrix:
cuda: ["11.8"]
arch: [x86_64]
includes:
- clang_tidy
- common_build
- cuda
- cuda_version
- depends_on_libcumlprims
- depends_on_libcuvs
- depends_on_libraft_headers
- depends_on_librmm
docs:
output: none
includes:
- cuda_version
- docs
- py_version
- depends_on_cuml
- depends_on_libcuml
test_cpp:
output: none
includes:
- cuda_version
- depends_on_libcuml
- test_libcuml
- test_cpp
test_python:
output: none
includes:
- cuda_version
- depends_on_cuml
- depends_on_libcuml
- py_version
- test_python
test_notebooks:
output: none
includes:
- cuda_version
- depends_on_cuml
- depends_on_cupy
- depends_on_cuvs
- depends_on_dask_cudf
- depends_on_pylibraft
- depends_on_raft_dask
- depends_on_rmm
- py_run_cuml
- py_version
- test_notebooks
py_build_cuml:
output: pyproject
pyproject_dir: python/cuml
extras:
table: build-system
includes:
- rapids_build_backend
py_rapids_build_cuml:
output: pyproject
pyproject_dir: python/cuml
extras:
table: tool.rapids-build-backend
key: requires
includes:
- common_build
- depends_on_cuda_python
- depends_on_libcuml
- depends_on_libcumlprims
- depends_on_libcuvs
- depends_on_libraft
- depends_on_librmm
- depends_on_pylibraft
- depends_on_rmm
- py_build_cuml
py_run_cuml:
output: pyproject
pyproject_dir: python/cuml
extras:
table: project
includes:
- cuda_wheels
- depends_on_cuda_python
- depends_on_cudf
- depends_on_cupy
- depends_on_cuvs
- depends_on_dask_cudf
- depends_on_libcuml
- depends_on_pylibraft
- depends_on_raft_dask
- depends_on_rmm
- py_run_cuml
py_test_cuml:
output: pyproject
pyproject_dir: python/cuml
extras:
table: project.optional-dependencies
key: test
includes:
- test_python
py_build_libcuml:
output: pyproject
pyproject_dir: python/libcuml
extras:
table: build-system
includes:
- rapids_build_backend
py_rapids_build_libcuml:
output: pyproject
pyproject_dir: python/libcuml
extras:
table: tool.rapids-build-backend
key: requires
includes:
- common_build
- depends_on_libcuvs
- depends_on_libraft
- depends_on_librmm
- depends_on_rapids_logger
py_run_libcuml:
output: pyproject
pyproject_dir: python/libcuml
extras:
table: project
includes:
- cuda_wheels
- depends_on_libcuvs
- depends_on_libraft
- depends_on_rapids_logger
channels:
- rapidsai
- rapidsai-nightly
- dask/label/dev
- conda-forge
- nvidia
dependencies:
rapids_build_backend:
common:
- output_types: [conda, requirements, pyproject]
packages:
- 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
checks:
common:
- output_types: [conda, requirements]
packages:
- pre-commit
clang_tidy:
common:
- output_types: [conda, requirements]
packages:
# clang 15 required by libcudacxx.
- clang==15.0.7
- clang-tools==15.0.7
- llvm-openmp==15.0.7
- ninja
- tomli
common_build:
common:
- output_types: [conda, requirements, pyproject]
packages:
- &cmake_ver cmake>=3.30.4
- ninja
- output_types: conda
packages:
- c-compiler
- cxx-compiler
specific:
- output_types: conda
matrices:
- matrix:
arch: x86_64
packages:
- sysroot_linux-64==2.28
- matrix:
arch: aarch64
packages:
- sysroot_linux-aarch64==2.28
- output_types: conda
matrices:
- matrix:
arch: x86_64
cuda: "11.8"
packages:
- gcc_linux-64=11.*
- nvcc_linux-64=11.8
- matrix:
arch: aarch64
cuda: "11.8"
packages:
- gcc_linux-64=11.*
- nvcc_linux-aarch64=11.8
- matrix:
arch: x86_64
cuda: "12.*"
packages:
- cuda-nvcc
- gcc_linux-64=13.*
- matrix:
arch: aarch64
cuda: "12.*"
packages:
- cuda-nvcc
- gcc_linux-aarch64=13.*
py_build_cuml:
common:
- output_types: [conda, requirements, pyproject]
packages:
- &cython cython>=3.0.0
- &treelite treelite==4.4.1
py_run_cuml:
common:
- output_types: [conda, requirements, pyproject]
packages:
- dask-cuda==25.4.*,>=0.0.0a0
- joblib>=0.11
- numba>=0.59.1,<0.61.0a0
- numpy>=1.23,<3.0a0
# TODO: Is scipy really a hard dependency, or should
# we make it optional (i.e. an extra for pip
# installation/run_constrained for conda)?
- scipy>=1.8.0
- packaging
- rapids-dask-dependency==25.4.*,>=0.0.0a0
- *treelite
- 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
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
- matrix:
cuda: "12.8"
packages:
- cuda-version=12.8
cuda:
specific:
- output_types: conda
matrices:
- matrix:
cuda: "12.*"
packages:
- cuda-cudart-dev
- cuda-profiler-api
- libcublas-dev
- libcufft-dev
- libcurand-dev
- libcusolver-dev
- libcusparse-dev
- matrix:
cuda: "11.8"
packages:
- cudatoolkit
- libcublas-dev=11.11.3.6
- libcublas=11.11.3.6
- libcufft-dev=10.9.0.58
- libcufft=10.9.0.58
- libcurand-dev=10.3.0.86
- libcurand=10.3.0.86
- libcusolver-dev=11.4.1.48
- libcusolver=11.4.1.48
- libcusparse-dev=11.7.5.86
- libcusparse=11.7.5.86
- matrix:
cuda: "11.5"
packages:
- cudatoolkit
- libcublas-dev>=11.7.3.1,<=11.7.4.6
- libcublas>=11.7.3.1,<=11.7.4.6
- libcufft-dev>=10.6.0.54,<=10.6.0.107
- libcufft>=10.6.0.54,<=10.6.0.107
- libcurand-dev>=10.2.6.48,<=10.2.7.107
- libcurand>=10.2.6.48,<=10.2.7.107
- libcusolver-dev>=11.2.1.48,<=11.3.2.107
- libcusolver>=11.2.1.48,<=11.3.2.107
- libcusparse-dev>=11.7.0.31,<=11.7.0.107
- libcusparse>=11.7.0.31,<=11.7.0.107
- matrix:
cuda: "11.4"
packages:
- cudatoolkit
- &libcublas_dev114 libcublas-dev>=11.5.2.43,<=11.6.5.2
- &libcublas114 libcublas>=11.5.2.43,<=11.6.5.2
- &libcufft_dev114 libcufft-dev>=10.5.0.43,<=10.5.2.100
- &libcufft114 libcufft>=10.5.0.43,<=10.5.2.100
- &libcurand_dev114 libcurand-dev>=10.2.5.43,<=10.2.5.120
- &libcurand114 libcurand>=10.2.5.43,<=10.2.5.120
- &libcusolver_dev114 libcusolver-dev>=11.2.0.43,<=11.2.0.120
- &libcusolver114 libcusolver>=11.2.0.43,<=11.2.0.120
- &libcusparse_dev114 libcusparse-dev>=11.6.0.43,<=11.6.0.120
- &libcusparse114 libcusparse>=11.6.0.43,<=11.6.0.120
- matrix:
cuda: "11.2"
packages:
- cudatoolkit
# The NVIDIA channel doesn't publish pkgs older than 11.4 for these libs,
# so 11.2 uses 11.4 packages (the oldest available).
- *libcublas_dev114
- *libcublas114
- *libcufft_dev114
- *libcufft114
- *libcurand_dev114
- *libcurand114
- *libcusolver_dev114
- *libcusolver114
- *libcusparse_dev114
- *libcusparse114
cuda_wheels:
specific:
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
use_cuda_wheels: "true"
packages:
- nvidia-cublas-cu12
- nvidia-cufft-cu12
- nvidia-curand-cu12
- nvidia-cusparse-cu12
- nvidia-cusolver-cu12
# CUDA 11 does not provide wheels, so use the system libraries instead
- matrix:
cuda: "11.*"
use_cuda_wheels: "true"
packages:
- nvidia-cublas-cu11
- nvidia-cufft-cu11
- nvidia-curand-cu11
- nvidia-cusparse-cu11
- nvidia-cusolver-cu11
# 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-cufft
- nvidia-curand
- nvidia-cusparse
- nvidia-cusolver
docs:
common:
- output_types: [conda, requirements]
packages:
- graphviz
- ipython
- ipykernel
- nbsphinx
- numpydoc
# https://github.com/pydata/pydata-sphinx-theme/issues/1539
- pydata-sphinx-theme!=0.14.2
- recommonmark
- &scikit_learn scikit-learn==1.5.*
- sphinx<8.2.0
- sphinx-copybutton
- sphinx-markdown-tables
- output_types: conda
packages:
- doxygen=1.9.1
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
test_libcuml:
common:
- output_types: conda
packages:
- libcuml-tests==25.4.*,>=0.0.0a0
test_cpp:
common:
- output_types: conda
packages:
- *cmake_ver
test_python:
common:
- output_types: [conda, requirements, pyproject]
packages:
- certifi
- *cython
- dask-ml
- hdbscan>=0.8.39,<0.8.40
- hypothesis>=6.0,<7
- nltk
- numpydoc
- pytest==7.*
- pytest-benchmark
- pytest-cases
- pytest-cov
- pytest-xdist
- seaborn
- *scikit_learn
- &xgboost xgboost>=2.1.0
- statsmodels
- umap-learn==0.5.6
- pynndescent
test_notebooks:
common:
- output_types: [conda, requirements]
packages:
- dask-ml==2023.3.24
- jupyter
- matplotlib
- numpy
- pandas
- *scikit_learn
- seaborn
- *xgboost
depends_on_cuda_python:
specific:
- output_types: [conda, requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
packages:
- cuda-python>=12.6.2,<13.0a0
- matrix:
cuda: "11.*"
packages:
- cuda-python>=11.8.5,<12.0a0
- matrix:
packages:
- cuda-python
depends_on_cudf:
common:
- output_types: conda
packages:
- &cudf_unsuffixed cudf==25.4.*,>=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==25.4.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- cudf-cu11==25.4.*,>=0.0.0a0
- matrix:
packages:
- *cudf_unsuffixed
depends_on_cuml:
common:
- output_types: conda
packages:
- cuml==25.4.*,>=0.0.0a0
depends_on_cupy:
common:
- output_types: conda
packages:
- cupy>=12.0.0
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}
depends_on_cuvs:
common:
- output_types: conda
packages:
- &cuvs_unsuffixed cuvs==25.4.*,>=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:
- cuvs-cu12==25.4.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- cuvs-cu11==25.4.*,>=0.0.0a0
- matrix:
packages:
- *cuvs_unsuffixed
depends_on_dask_cudf:
common:
- output_types: conda
packages:
- &dask_cudf_unsuffixed dask-cudf==25.4.*,>=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==25.4.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- dask-cudf-cu11==25.4.*,>=0.0.0a0
- matrix:
packages:
- *dask_cudf_unsuffixed
depends_on_libcuml:
common:
- output_types: conda
packages:
- &libcuml_unsuffixed libcuml==25.4.*,>=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:
- libcuml-cu12==25.4.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- libcuml-cu11==25.4.*,>=0.0.0a0
- {matrix: null, packages: [*libcuml_unsuffixed]}
depends_on_libcumlprims:
common:
- output_types: conda
packages:
- libcumlprims==25.4.*,>=0.0.0a0
depends_on_libcuvs:
common:
- output_types: conda
packages:
- &libcuvs_unsuffixed libcuvs==25.4.*,>=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:
- libcuvs-cu12==25.4.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- libcuvs-cu11==25.4.*,>=0.0.0a0
- {matrix: null, packages: [*libcuvs_unsuffixed]}
depends_on_libraft:
common:
- output_types: conda
packages:
- &libraft_unsuffixed libraft==25.4.*,>=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:
- libraft-cu12==25.4.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- libraft-cu11==25.4.*,>=0.0.0a0
- {matrix: null, packages: [*libraft_unsuffixed]}
depends_on_libraft_headers:
common:
- output_types: conda
packages:
- libraft-headers==25.4.*,>=0.0.0a0
depends_on_librmm:
common:
- output_types: conda
packages:
- &librmm_unsuffixed librmm==25.4.*,>=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:
- librmm-cu12==25.4.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- librmm-cu11==25.4.*,>=0.0.0a0
- {matrix: null, packages: [*librmm_unsuffixed]}
depends_on_pylibraft:
common:
- output_types: conda
packages:
- &pylibraft_unsuffixed pylibraft==25.4.*,>=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==25.4.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- pylibraft-cu11==25.4.*,>=0.0.0a0
- matrix:
packages:
- *pylibraft_unsuffixed
depends_on_raft_dask:
common:
- output_types: conda
packages:
- &raft_dask_unsuffixed raft-dask==25.4.*,>=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==25.4.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- raft-dask-cu11==25.4.*,>=0.0.0a0
- matrix:
packages:
- *raft_dask_unsuffixed
depends_on_rapids_logger:
common:
- output_types: [conda, requirements, pyproject]
packages:
- rapids-logger==0.1.*,>=0.0.0a0
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
# This index is needed for rapids_logger
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
depends_on_rmm:
common:
- output_types: conda
packages:
- &rmm_unsuffixed rmm==25.4.*,>=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==25.4.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- rmm-cu11==25.4.*,>=0.0.0a0
- matrix:
packages:
- *rmm_unsuffixed