Use rapids-build-backend

.pre-commit-config.yaml

@@ -60,7 +60,7 @@ repos:
             pass_filenames: false
             language: python
     - repo: https://github.com/rapidsai/dependency-file-generator
-      rev: v1.8.0
+      rev: v1.13.11
       hooks:
           - id: rapids-dependency-file-generator
             args: ["--clean"]

build.sh

@@ -294,7 +294,7 @@ if (! hasArg --configure-only) && (completeBuild || hasArg cuml || hasArg pydocs
     fi
 
     SKBUILD_CMAKE_ARGS="-DCMAKE_MESSAGE_LOG_LEVEL=${CMAKE_LOG_LEVEL};${SKBUILD_EXTRA_CMAKE_ARGS}" \
-        python -m pip install --no-build-isolation --no-deps ${REPODIR}/python
+        python -m pip install --no-build-isolation --no-deps --config-settings rapidsai.disable-cuda=true ${REPODIR}/python
 
     if hasArg pydocs; then
         cd ${REPODIR}/docs
@@ -304,5 +304,5 @@ fi
 
 if hasArg cuml-cpu; then
     SKBUILD_CMAKE_ARGS="-DCUML_CPU=ON;-DCMAKE_MESSAGE_LOG_LEVEL=VERBOSE" \
-        python -m pip install --no-build-isolation --no-deps -v ${REPODIR}/python
+        python -m pip install --no-build-isolation --no-deps --config-settings rapidsai.disable-cuda=true ${REPODIR}/python
 fi

ci/build_cpp.sh

@@ -1,5 +1,5 @@
 #!/bin/bash
-# Copyright (c) 2022-2023, NVIDIA CORPORATION.
+# Copyright (c) 2022-2024, NVIDIA CORPORATION.
 
 set -euo pipefail
 
@@ -13,10 +13,8 @@ export CMAKE_GENERATOR=Ninja
 
 rapids-print-env
 
-version=$(rapids-generate-version)
-
 rapids-logger "Begin cpp build"
 
-RAPIDS_PACKAGE_VERSION=${version} rapids-conda-retry mambabuild conda/recipes/libcuml
+RAPIDS_PACKAGE_VERSION=$(rapids-generate-version) rapids-conda-retry mambabuild conda/recipes/libcuml
 
 rapids-upload-conda-to-s3 cpp

ci/build_python.sh

@@ -1,5 +1,5 @@
 #!/bin/bash
-# Copyright (c) 2022-2023, NVIDIA CORPORATION.
+# Copyright (c) 2022-2024, NVIDIA CORPORATION.
 
 set -euo pipefail
 
@@ -13,23 +13,15 @@ export CMAKE_GENERATOR=Ninja
 
 rapids-print-env
 
-package_name="cuml"
-package_dir="python"
-
-version=$(rapids-generate-version)
-git_commit=$(git rev-parse HEAD)
-export RAPIDS_PACKAGE_VERSION=${version}
-
-echo "${version}" > VERSION
-sed -i "/^__git_commit__/ s/= .*/= \"${git_commit}\"/g" "${package_dir}/${package_name}/_version.py"
+rapids-generate-version > ./VERSION
 
 rapids-logger "Begin py build"
 
 CPP_CHANNEL=$(rapids-download-conda-from-s3 cpp)
 
 # TODO: Remove `--no-test` flag once importing on a CPU
 # node works correctly
-rapids-conda-retry mambabuild \
+RAPIDS_PACKAGE_VERSION=$(head -1 ./VERSION) rapids-conda-retry mambabuild \
   --no-test \
   --channel "${CPP_CHANNEL}" \
   conda/recipes/cuml
@@ -38,7 +30,7 @@ rapids-conda-retry mambabuild \
 # version
 RAPIDS_CUDA_MAJOR="${RAPIDS_CUDA_VERSION%%.*}"
 if [[ ${RAPIDS_CUDA_MAJOR} == "11" ]]; then
-  rapids-conda-retry mambabuild \
+  RAPIDS_PACKAGE_VERSION=$(head -1 ./VERSION) rapids-conda-retry mambabuild \
   --no-test \
   conda/recipes/cuml-cpu
 fi

ci/build_wheel.sh

@@ -1,5 +1,5 @@
 #!/bin/bash
-# Copyright (c) 2023, NVIDIA CORPORATION.
+# Copyright (c) 2023-2024, NVIDIA CORPORATION.
 
 set -euo pipefail
 
@@ -9,43 +9,13 @@ package_dir="python"
 source rapids-configure-sccache
 source rapids-date-string
 
-version=$(rapids-generate-version)
-git_commit=$(git rev-parse HEAD)
-
 RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
 
 # This is the version of the suffix with a preceding hyphen. It's used
 # everywhere except in the final wheel name.
 PACKAGE_CUDA_SUFFIX="-${RAPIDS_PY_CUDA_SUFFIX}"
 
-# Patch project metadata files to include the CUDA version suffix and version override.
-pyproject_file="${package_dir}/pyproject.toml"
-
-sed -i "/^name.*cuml/ s/= \"cuml\"/= \"cuml${PACKAGE_CUDA_SUFFIX}\"/g" ${pyproject_file}
-echo "${version}" > VERSION
-sed -i "/^__git_commit__ / s/= .*/= \"${git_commit}\"/g" "${package_dir}/${package_name}/_version.py"
-
-# For nightlies we want to ensure that we're pulling in alphas as well. The
-# easiest way to do so is to augment the spec with a constraint containing a
-# min alpha version that doesn't affect the version bounds but does allow usage
-# of alpha versions for that dependency without --pre
-alpha_spec=''
-if ! rapids-is-release-build; then
-    alpha_spec=',>=0.0.0a0'
-fi
-
-for dep in cudf pylibraft raft-dask rmm; do
-    sed -r -i "s/${dep}==(.*)\"/${dep}${PACKAGE_CUDA_SUFFIX}==\1${alpha_spec}\"/g" ${pyproject_file}
-done
-
-for dep in dask-cuda rapids-dask-dependency; do
-    sed -r -i "s/${dep}==(.*)\"/${dep}==\1${alpha_spec}\"/g" ${pyproject_file}
-done
-
-if [[ $PACKAGE_CUDA_SUFFIX == "-cu12" ]]; then
-    sed -i "s/cuda-python[<=>\.,0-9]*/cuda-python>=12.0,<13.0/g" ${pyproject_file}
-    sed -i "s/cupy-cuda11x/cupy-cuda12x/g" ${pyproject_file}
-fi
+rapids-generate-version > ./VERSION
 
 cd ${package_dir}
 

ci/release/update-version.sh

@@ -61,7 +61,7 @@ DEPENDENCIES=(
 )
 for FILE in dependencies.yaml conda/environments/*.yaml; do
   for DEP in "${DEPENDENCIES[@]}"; do
-    sed_runner "/-.* ${DEP}\(-cu[[:digit:]]\{2\}\)\{0,1\}==/ s/==.*/==${NEXT_SHORT_TAG_PEP440}.*/g" "${FILE}"
+    sed_runner "/-.* ${DEP}\(-cu[[:digit:]]\{2\}\)\{0,1\}==/ s/==.*/==${NEXT_SHORT_TAG_PEP440}.*,>=0.0.0a0/g" "${FILE}"
   done
 done
 

conda/environments/all_cuda-118_arch-x86_64.yaml

@@ -12,12 +12,12 @@ dependencies:
 - cuda-python>=11.7.1,<12.0a0
 - cuda-version=11.8
 - cudatoolkit
-- cudf==24.8.*
+- cudf==24.8.*,>=0.0.0a0
 - cupy>=12.0.0
 - cxx-compiler
 - cython>=3.0.0
-- dask-cuda==24.8.*
-- dask-cudf==24.8.*
+- dask-cuda==24.8.*,>=0.0.0a0
+- dask-cudf==24.8.*,>=0.0.0a0
 - dask-ml
 - doxygen=1.9.1
 - gcc_linux-64=11.*
@@ -31,16 +31,16 @@ dependencies:
 - libcublas=11.11.3.6
 - libcufft-dev=10.9.0.58
 - libcufft=10.9.0.58
-- libcumlprims==24.8.*
+- libcumlprims==24.8.*,>=0.0.0a0
 - 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
-- libraft-headers==24.8.*
-- libraft==24.8.*
-- librmm==24.8.*
+- libraft-headers==24.8.*,>=0.0.0a0
+- libraft==24.8.*,>=0.0.0a0
+- librmm==24.8.*,>=0.0.0a0
 - nbsphinx
 - ninja
 - nltk
@@ -50,18 +50,19 @@ dependencies:
 - packaging
 - pip
 - pydata-sphinx-theme!=0.14.2
-- pylibraft==24.8.*
+- pylibraft==24.8.*,>=0.0.0a0
 - pynndescent==0.5.8
 - pytest-benchmark
 - pytest-cases
 - pytest-cov
 - pytest-xdist
 - pytest==7.*
 - python>=3.9,<3.12
-- raft-dask==24.8.*
-- rapids-dask-dependency==24.8.*
+- raft-dask==24.8.*,>=0.0.0a0
+- rapids-build-backend>=0.3.0,<0.4.0.dev0
+- rapids-dask-dependency==24.8.*,>=0.0.0a0
 - recommonmark
-- rmm==24.8.*
+- rmm==24.8.*,>=0.0.0a0
 - scikit-build-core>=0.7.0
 - scikit-learn==1.5
 - scipy>=1.8.0

conda/environments/all_cuda-122_arch-x86_64.yaml

@@ -14,12 +14,12 @@ dependencies:
 - cuda-profiler-api
 - cuda-python>=12.0,<13.0a0
 - cuda-version=12.2
-- cudf==24.8.*
+- cudf==24.8.*,>=0.0.0a0
 - cupy>=12.0.0
 - cxx-compiler
 - cython>=3.0.0
-- dask-cuda==24.8.*
-- dask-cudf==24.8.*
+- dask-cuda==24.8.*,>=0.0.0a0
+- dask-cudf==24.8.*,>=0.0.0a0
 - dask-ml
 - doxygen=1.9.1
 - gcc_linux-64=11.*
@@ -31,13 +31,13 @@ dependencies:
 - joblib>=0.11
 - libcublas-dev
 - libcufft-dev
-- libcumlprims==24.8.*
+- libcumlprims==24.8.*,>=0.0.0a0
 - libcurand-dev
 - libcusolver-dev
 - libcusparse-dev
-- libraft-headers==24.8.*
-- libraft==24.8.*
-- librmm==24.8.*
+- libraft-headers==24.8.*,>=0.0.0a0
+- libraft==24.8.*,>=0.0.0a0
+- librmm==24.8.*,>=0.0.0a0
 - nbsphinx
 - ninja
 - nltk
@@ -46,18 +46,19 @@ dependencies:
 - packaging
 - pip
 - pydata-sphinx-theme!=0.14.2
-- pylibraft==24.8.*
+- pylibraft==24.8.*,>=0.0.0a0
 - pynndescent==0.5.8
 - pytest-benchmark
 - pytest-cases
 - pytest-cov
 - pytest-xdist
 - pytest==7.*
 - python>=3.9,<3.12
-- raft-dask==24.8.*
-- rapids-dask-dependency==24.8.*
+- raft-dask==24.8.*,>=0.0.0a0
+- rapids-build-backend>=0.3.0,<0.4.0.dev0
+- rapids-dask-dependency==24.8.*,>=0.0.0a0
 - recommonmark
-- rmm==24.8.*
+- rmm==24.8.*,>=0.0.0a0
 - scikit-build-core>=0.7.0
 - scikit-learn==1.5
 - scipy>=1.8.0

conda/environments/clang_tidy_cuda-118_arch-x86_64.yaml

@@ -19,16 +19,16 @@ dependencies:
 - libcublas=11.11.3.6
 - libcufft-dev=10.9.0.58
 - libcufft=10.9.0.58
-- libcumlprims==24.8.*
+- libcumlprims==24.8.*,>=0.0.0a0
 - 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
-- libraft-headers==24.8.*
-- libraft==24.8.*
-- librmm==24.8.*
+- libraft-headers==24.8.*,>=0.0.0a0
+- libraft==24.8.*,>=0.0.0a0
+- librmm==24.8.*,>=0.0.0a0
 - ninja
 - nvcc_linux-64=11.8
 - sysroot_linux-64==2.17

conda/environments/cpp_all_cuda-118_arch-x86_64.yaml

@@ -17,16 +17,16 @@ dependencies:
 - libcublas=11.11.3.6
 - libcufft-dev=10.9.0.58
 - libcufft=10.9.0.58
-- libcumlprims==24.8.*
+- libcumlprims==24.8.*,>=0.0.0a0
 - 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
-- libraft-headers==24.8.*
-- libraft==24.8.*
-- librmm==24.8.*
+- libraft-headers==24.8.*,>=0.0.0a0
+- libraft==24.8.*,>=0.0.0a0
+- librmm==24.8.*,>=0.0.0a0
 - ninja
 - nvcc_linux-64=11.8
 - sysroot_linux-64==2.17

conda/environments/cpp_all_cuda-122_arch-x86_64.yaml

@@ -17,13 +17,13 @@ dependencies:
 - gcc_linux-64=11.*
 - libcublas-dev
 - libcufft-dev
-- libcumlprims==24.8.*
+- libcumlprims==24.8.*,>=0.0.0a0
 - libcurand-dev
 - libcusolver-dev
 - libcusparse-dev
-- libraft-headers==24.8.*
-- libraft==24.8.*
-- librmm==24.8.*
+- libraft-headers==24.8.*,>=0.0.0a0
+- libraft==24.8.*,>=0.0.0a0
+- librmm==24.8.*,>=0.0.0a0
 - ninja
 - sysroot_linux-64==2.17
 name: cpp_all_cuda-122_arch-x86_64

conda/recipes/cuml-cpu/meta.yaml

@@ -28,6 +28,7 @@ requirements:
     - python x.x
     - scikit-build-core >=0.7.0
     - cython>=3.0.0
+    - rapids-build-backend>=0.3.0,<0.4.0.dev0
   run:
     - python x.x
     - numpy>=1.23,<2.0a0

conda/recipes/cuml/meta.yaml

@@ -71,6 +71,7 @@ requirements:
     - raft-dask ={{ minor_version }}
     - scikit-build-core >=0.7.0
     - treelite {{ treelite_version }}
+    - rapids-build-backend>=0.3.0,<0.4.0.dev0
   run:
     - {{ pin_compatible('cuda-version', max_pin='x', min_pin='x') }}
     {% if cuda_major == "11" %}