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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, aarch64]
includes:
- rapids_build
- build_pylibraft
- cuda
- cuda_version
- depends_on_cupy
- depends_on_distributed_ucxx
- develop
- checks
- test_libraft
- docs
- rapids_build_setuptools
- rapids_build_skbuild
- run_raft_dask
- run_pylibraft
- test_python_common
- test_pylibraft
bench_ann:
output: conda
matrix:
cuda: ["11.8", "12.0"]
arch: [x86_64, aarch64]
includes:
- rapids_build
- cuda
- cuda_version
- develop
- nn_bench
- nn_bench_python
- rapids_build_skbuild
test_cpp:
output: none
includes:
- cuda_version
- test_libraft
test_python:
output: none
includes:
- cuda_version
- py_version
- test_python_common
- test_pylibraft
- depends_on_cupy
checks:
output: none
includes:
- checks
- py_version
docs:
output: none
includes:
- cuda_version
- depends_on_cupy
- docs
- py_version
- test_pylibraft
py_build_pylibraft:
output: pyproject
pyproject_dir: python/pylibraft
extras:
table: build-system
includes:
- rapids_build_skbuild
py_rapids_build_pylibraft:
output: pyproject
pyproject_dir: python/pylibraft
extras:
table: tool.rapids-build-backend
key: requires
includes:
- rapids_build
- build_pylibraft
py_run_pylibraft:
output: pyproject
pyproject_dir: python/pylibraft
extras:
table: project
includes:
- cuda_wheels
- run_pylibraft
py_test_pylibraft:
output: pyproject
pyproject_dir: python/pylibraft
extras:
table: project.optional-dependencies
key: test
includes:
- test_python_common
- test_pylibraft
- depends_on_cupy
py_build_raft_dask:
output: pyproject
pyproject_dir: python/raft-dask
extras:
table: build-system
includes:
- rapids_build_skbuild
py_rapids_build_raft_dask:
output: pyproject
pyproject_dir: python/raft-dask
extras:
table: tool.rapids-build-backend
key: requires
includes:
- rapids_build
- depends_on_ucx_build
py_run_raft_dask:
output: pyproject
pyproject_dir: python/raft-dask
extras:
table: project
includes:
- run_raft_dask
- depends_on_distributed_ucxx
py_test_raft_dask:
output: pyproject
pyproject_dir: python/raft-dask
extras:
table: project.optional-dependencies
key: test
includes:
- test_python_common
py_build_raft_ann_bench:
output: pyproject
pyproject_dir: python/raft-ann-bench
extras:
table: build-system
includes:
- rapids_build_setuptools
py_run_raft_ann_bench:
output: pyproject
pyproject_dir: python/raft-ann-bench
extras:
table: project
includes:
- nn_bench_python
channels:
- rapidsai
- rapidsai-nightly
- dask/label/dev
- conda-forge
- nvidia
dependencies:
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:
common:
- output_types: [conda, requirements, pyproject]
packages:
- &cmake_ver cmake>=3.26.4,!=3.30.0
- cython>=3.0.0
- ninja
- output_types: [conda]
packages:
- c-compiler
- cxx-compiler
- nccl>=2.19
- libucxx==0.40.*,>=0.0.0a0
specific:
- output_types: conda
matrices:
- matrix:
arch: x86_64
packages:
- gcc_linux-64=11.*
- sysroot_linux-64==2.17
- matrix:
arch: aarch64
packages:
- gcc_linux-aarch64=11.*
- sysroot_linux-aarch64==2.17
- output_types: conda
matrices:
- matrix: {cuda: "12.*"}
packages: [cuda-nvcc]
- matrix: {cuda: "11.8", arch: x86_64}
packages: [nvcc_linux-64=11.8]
- matrix: {cuda: "11.8", arch: aarch64}
packages: [nvcc_linux-aarch64=11.8]
- matrix: {cuda: "11.5", arch: x86_64}
packages: [nvcc_linux-64=11.5]
- matrix: {cuda: "11.5", arch: aarch64}
packages: [nvcc_linux-aarch64=11.5]
- matrix: {cuda: "11.4", arch: x86_64}
packages: [nvcc_linux-64=11.4]
- matrix: {cuda: "11.4", arch: aarch64}
packages: [nvcc_linux-aarch64=11.4]
- matrix: {cuda: "11.2", arch: x86_64}
packages: [nvcc_linux-64=11.2]
- matrix: {cuda: "11.2", arch: aarch64}
packages: [nvcc_linux-aarch64=11.2]
build_pylibraft:
common:
- output_types: [conda]
packages:
- &rmm_unsuffixed rmm==24.10.*,>=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 rmm-cu{11,12}.
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [conda, requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
packages:
- &cuda_python12 cuda-python>=12.0,<13.0a0
- matrix:
cuda: "11.*"
packages:
- &cuda_python11 cuda-python>=11.7.1,<12.0a0
- matrix:
packages:
- &cuda_python cuda-python
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- &rmm_cu12 rmm-cu12==24.10.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- &rmm_cu11 rmm-cu11==24.10.*,>=0.0.0a0
- {matrix: null, packages: [*rmm_unsuffixed] }
checks:
common:
- output_types: [conda, requirements]
packages:
- pre-commit
develop:
common:
- output_types: conda
packages:
- clang==16.0.6
- clang-tools=16.0.6
nn_bench:
common:
- output_types: [conda, pyproject, requirements]
packages:
- hnswlib=0.7.0
- nlohmann_json>=3.11.2
- glog>=0.6.0
- h5py>=3.8.0
- benchmark>=1.8.2
- openblas
- *rmm_unsuffixed
nn_bench_python:
common:
- output_types: [conda]
packages:
- matplotlib
- pandas
- pyyaml
- pandas
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-nvtx-dev
- cuda-cudart-dev
- cuda-profiler-api
- libcublas-dev
- libcurand-dev
- libcusolver-dev
- libcusparse-dev
- matrix:
cuda: "11.8"
packages:
- cudatoolkit
- cuda-nvtx=11.8
- cuda-profiler-api=11.8.86
- libcublas-dev=11.11.3.6
- libcublas=11.11.3.6
- 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
- cuda-nvtx=11.5
- cuda-profiler-api>=11.4.240,<=11.8.86 # use any `11.x` version since pkg is missing several CUDA/arch packages
- libcublas-dev>=11.7.3.1,<=11.7.4.6
- libcublas>=11.7.3.1,<=11.7.4.6
- 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
- &cudanvtx114 cuda-nvtx=11.4
- cuda-profiler-api>=11.4.240,<=11.8.86 # use any `11.x` version since pkg is missing several CUDA/arch packages
- &libcublas_dev114 libcublas-dev>=11.5.2.43,<=11.6.5.2
- &libcublas114 libcublas>=11.5.2.43,<=11.6.5.2
- &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
- *cudanvtx114
- cuda-profiler-api>=11.4.240,<=11.8.86 # use any `11.x` version since pkg is missing several CUDA/arch packages
# 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
- *libcurand_dev114
- *libcurand114
- *libcusolver_dev114
- *libcusolver114
- *libcusparse_dev114
- *libcusparse114
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
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-cuda11x>=12.0.0
- {matrix: null, packages: [cupy-cuda11x>=12.0.0]}
test_libraft:
common:
- output_types: [conda]
packages:
- *cmake_ver
docs:
common:
- output_types: [conda]
packages:
- breathe
- doxygen>=1.8.20
- graphviz
- ipython
- numpydoc
- pydata-sphinx-theme
- recommonmark
- sphinx-copybutton
- sphinx-markdown-tables
rapids_build_setuptools:
common:
- output_types: [requirements, pyproject]
packages:
- wheel
- setuptools
- *rapids_build_backend
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
run_pylibraft:
common:
- output_types: [conda, pyproject]
packages:
- numpy>=1.23,<3.0a0
- output_types: [conda]
packages:
- *rmm_unsuffixed
- output_types: requirements
packages:
# pip recognizes the index as a global option for the requirements.txt file
# This index is needed for cudf and rmm.
- --extra-index-url=https://pypi.nvidia.com
- --extra-index-url=https://pypi.anaconda.org/rapidsai-wheels-nightly/simple
specific:
- output_types: [conda, requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
packages:
- *cuda_python12
- matrix:
cuda: "11.*"
packages:
- *cuda_python11
- matrix:
packages:
- *cuda_python
- output_types: [requirements, pyproject]
matrices:
- matrix:
cuda: "12.*"
cuda_suffixed: "true"
packages:
- *rmm_cu12
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- *rmm_cu11
- {matrix: null, packages: [*rmm_unsuffixed]}
run_raft_dask:
common:
- output_types: [conda, pyproject]
packages:
- dask-cuda==24.10.*,>=0.0.0a0
- joblib>=0.11
- numba>=0.57
- rapids-dask-dependency==24.10.*,>=0.0.0a0
- output_types: conda
packages:
- &pylibraft_unsuffixed pylibraft==24.10.*,>=0.0.0a0
- &ucx_py_unsuffixed ucx-py==0.40.*,>=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 cudf and rmm.
- --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 pylibraft-cu12==24.10.*,>=0.0.0a0
- &ucx_py_cu12 ucx-py-cu12==0.40.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- &pylibraft_cu11 pylibraft-cu11==24.10.*,>=0.0.0a0
- &ucx_py_cu11 ucx-py-cu11==0.40.*,>=0.0.0a0
- {matrix: null, packages: [*pylibraft_unsuffixed, *ucx_py_unsuffixed]}
test_python_common:
common:
- output_types: [conda, requirements, pyproject]
packages:
- pytest==7.*
- pytest-cov
test_pylibraft:
common:
- output_types: [conda, requirements, pyproject]
packages:
- scikit-learn
- scipy
depends_on_distributed_ucxx:
common:
- output_types: conda
packages:
# UCXX is not currently a hard-dependency thus only installed during tests,
# this will change in the future.
- &distributed_ucxx_unsuffixed distributed-ucxx==0.40.*,>=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:
- distributed-ucxx-cu12==0.40.*,>=0.0.0a0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- distributed-ucxx-cu11==0.40.*,>=0.0.0a0
- {matrix: null, packages: [*distributed_ucxx_unsuffixed]}
depends_on_ucx_build:
common:
- output_types: conda
packages:
- ucx==1.15.0
- 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:
- libucx-cu12==1.15.0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- libucx-cu11==1.15.0
- matrix: null
packages:
- libucx==1.15.0
depends_on_ucx_run:
common:
- output_types: conda
packages:
- ucx>=1.15.0
- 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:
- libucx-cu12>=1.15.0
- matrix:
cuda: "11.*"
cuda_suffixed: "true"
packages:
- libucx-cu11>=1.15.0
- matrix: null
packages:
- libucx>=1.15.0