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build.sh
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build.sh
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#!/bin/bash
# Copyright (c) 2019-2024, NVIDIA CORPORATION.
# cugraph build script
# This script is used to build the component(s) in this repo from
# source, and can be called with various options to customize the
# build as needed (see the help output for details)
# Abort script on first error
set -e
NUMARGS=$#
ARGS=$*
# NOTE: ensure all dir changes are relative to the location of this
# script, and that this script resides in the repo dir!
REPODIR=$(cd $(dirname $0); pwd)
RAPIDS_VERSION="$(sed -E -e 's/^([0-9]{2})\.([0-9]{2})\.([0-9]{2}).*$/\1.\2/' VERSION)"
# Valid args to this script (all possible targets and options) - only one per line
VALIDARGS="
clean
uninstall
cugraph-pyg
cugraph-dgl
pylibwholegraph
libwholegraph
tests
benchmarks
all
-v
-g
-n
--pydevelop
--allgpuarch
--compile-cmd
--clean
-h
--help
"
HELP="$0 [<target> ...] [<flag> ...]
where <target> is:
clean - remove all existing build artifacts and configuration (start over)
uninstall - uninstall libcugraph and cugraph from a prior build/install (see also -n)
cugraph-pyg - build the cugraph-pyg Python package
cugraph-dgl - build the cugraph-dgl extensions for DGL
pylibwholegraph - build the pylibwholegraph Python package
libwholegraph - build the libwholegraph library
tests - build the C++ tests
benchmarks - build benchmarks
all - build everything
and <flag> is:
-v - verbose build mode
-g - build for debug
-n - do not install after a successful build (does not affect Python packages)
--pydevelop - install the Python packages in editable mode
--allgpuarch - build for all supported GPU architectures
--enable-nvshmem - build with nvshmem support (beta).
--compile-cmd - only output compile commands (invoke CMake without build)
--clean - clean an individual target (note: to do a complete rebuild, use the clean target described above)
-h - print this text
default action (no args) is to build and install 'libwholegraph' then 'pylibwholegraph' then 'cugraph-pyg' then 'cugraph-dgl'
"
CUGRAPH_PYG_BUILD_DIR=${REPODIR}/python/cugraph-pyg/build
CUGRAPH_DGL_BUILD_DIR=${REPODIR}/python/cugraph-dgl/build
PYLIBWHOLEGRAPH_BUILD_DIR=${REPODIR}/python/pylibwholegraph/build
LIBWHOLEGRAPH_BUILD_DIR=${REPODIR}/cpp/build
BUILD_DIRS="${CUGRAPH_PYG_BUILD_DIR}
${CUGRAPH_DGL_BUILD_DIR}
${PYLIBWHOLEGRAPH_BUILD_DIR}
${LIBWHOLEGRAPH_BUILD_DIR}
"
# Set defaults for vars modified by flags to this script
VERBOSE_FLAG=""
BUILD_TYPE=Release
INSTALL_TARGET="--target install"
BUILD_ALL_GPU_ARCH=0
PYTHON_ARGS_FOR_INSTALL="-m pip install --no-build-isolation --no-deps --config-settings rapidsai.disable-cuda=true"
# Set defaults for vars that may not have been defined externally
# FIXME: if PREFIX is not set, check CONDA_PREFIX, but there is no fallback
# from there!
INSTALL_PREFIX=${PREFIX:=${CONDA_PREFIX}}
PARALLEL_LEVEL=${PARALLEL_LEVEL:=`nproc`}
BUILD_ABI=${BUILD_ABI:=ON}
function hasArg {
(( ${NUMARGS} != 0 )) && (echo " ${ARGS} " | grep -q " $1 ")
}
function buildDefault {
(( ${NUMARGS} == 0 )) || !(echo " ${ARGS} " | grep -q " [^-][a-zA-Z0-9\_\-]\+ ")
}
function cleanPythonDir {
pushd $1 > /dev/null
find . -type d -name __pycache__ -print | xargs rm -rf
find . -type d -name build -print | xargs rm -rf
find . -type d -name dist -print | xargs rm -rf
find . -type f -name "*.cpp" -delete
find . -type f -name "*.cpython*.so" -delete
find . -type d -name _external_repositories -print | xargs rm -rf
popd > /dev/null
}
if hasArg -h || hasArg --help; then
echo "${HELP}"
exit 0
fi
# Check for valid usage
if (( ${NUMARGS} != 0 )); then
for a in ${ARGS}; do
if ! (echo "${VALIDARGS}" | grep -q "^[[:blank:]]*${a}$"); then
echo "Invalid option: ${a}"
exit 1
fi
done
fi
# Process flags
if hasArg -v; then
VERBOSE_FLAG="-v"
CMAKE_VERBOSE_OPTION="--log-level=VERBOSE"
fi
if hasArg -g; then
BUILD_TYPE=Debug
fi
if hasArg -n; then
INSTALL_TARGET=""
fi
if hasArg --allgpuarch; then
BUILD_ALL_GPU_ARCH=1
fi
if hasArg --pydevelop; then
PYTHON_ARGS_FOR_INSTALL="${PYTHON_ARGS_FOR_INSTALL} -e"
fi
if hasArg --enable-nvshmem; then
BUILD_WITH_NVSHMEM=ON
else
BUILD_WITH_NVSHMEM=OFF
fi
if hasArg tests; then
BUILD_TESTS=ON
else
BUILD_TESTS=OFF
fi
if hasArg benchmarks; then
BUILD_BENCHMARKS=ON
else
BUILD_BENCHMARKS=OFF
fi
# If clean or uninstall targets given, run them prior to any other steps
if hasArg uninstall; then
if [[ "$INSTALL_PREFIX" != "" ]]; then
rm -rf ${INSTALL_PREFIX}/include/wholememory
rm -f ${INSTALL_PREFIX}/lib/libwholegraph.so
rm -rf ${INSTALL_PREFIX}/lib/cmake/wholegraph
fi
# This may be redundant given the above, but can also be used in case
# there are other installed files outside of the locations above.
if [ -e ${LIBWHOLEGRAPH_BUILD_DIR}/install_manifest.txt ]; then
xargs rm -f < ${LIBWHOLEGRAPH_BUILD_DIR}/install_manifest.txt > /dev/null 2>&1
fi
# uninstall cugraph-dgl/cugraph-pyg/wholegraph installed from a prior install
# FIXME: if multiple versions of these packages are installed, this only
# removes the latest one and leaves the others installed. build.sh uninstall
# can be run multiple times to remove all of them, but that is not obvious.
pip uninstall -y cugraph-dgl cugraph-pyg pylibwholegraph libwholegraph
fi
if hasArg clean; then
# Ignore errors for clean since missing files, etc. are not failures
set +e
# remove artifacts generated inplace
if [[ -d ${REPODIR}/python ]]; then
cleanPythonDir ${REPODIR}/python
fi
# If the dirs to clean are mounted dirs in a container, the contents should
# be removed but the mounted dirs will remain. The find removes all
# contents but leaves the dirs, the rmdir attempts to remove the dirs but
# can fail safely.
for bd in ${BUILD_DIRS}; do
if [ -d ${bd} ]; then
find ${bd} -mindepth 1 -delete
rmdir ${bd} || true
fi
done
# Go back to failing on first error for all other operations
set -e
fi
################################################################################
# Build and install the libwholegraph library
if hasArg libwholegraph || buildDefault || hasArg all ; then
# set values based on flags
if (( ${BUILD_ALL_GPU_ARCH} == 0 )); then
WHOLEGRAPH_CMAKE_CUDA_ARCHITECTURES="${WHOLEGRAPH_CMAKE_CUDA_ARCHITECTURES:=NATIVE}"
echo "Building for the architecture of the GPU in the system..."
else
WHOLEGRAPH_CMAKE_CUDA_ARCHITECTURES="70-real;75-real;80-real;86-real;90"
echo "Building for *ALL* supported GPU architectures..."
fi
cmake -S ${REPODIR}/cpp -B ${LIBWHOLEGRAPH_BUILD_DIR} \
-DCMAKE_INSTALL_PREFIX=${INSTALL_PREFIX} \
-DCMAKE_CUDA_ARCHITECTURES=${WHOLEGRAPH_CMAKE_CUDA_ARCHITECTURES} \
-DCMAKE_BUILD_TYPE=${BUILD_TYPE} \
-DCMAKE_PREFIX_PATH=${INSTALL_PREFIX} \
-DCMAKE_MESSAGE_LOG_LEVEL=VERBOSE \
-DBUILD_TESTS=${BUILD_TESTS} \
-DBUILD_WITH_NVSHMEM=${BUILD_WITH_NVSHMEM}
cd ${LIBWHOLEGRAPH_BUILD_DIR}
if ! hasArg --compile-cmd; then
## Build and (optionally) install library + tests
cmake --build . -j${PARALLEL_LEVEL} ${INSTALL_TARGET} ${VERBOSE_FLAG}
fi
fi
# Build and install the pylibwholegraph Python package
if hasArg pylibwholegraph || buildDefault || hasArg all; then
if hasArg --clean; then
cleanPythonDir ${REPODIR}/python/pylibwholegraph
fi
# setup.py and cmake reference an env var LIBWHOLEGRAPH_DIR to find the
# libwholegraph package (cmake).
# If not set by the user, set it to LIBWHOLEGRAPH_BUILD_DIR
LIBWHOLEGRAPH_DIR=${LIBWHOLEGRAPH_DIR:=${LIBWHOLEGRAPH_BUILD_DIR}}
if ! hasArg --compile-cmd; then
cd ${REPODIR}/python/pylibwholegraph
env LIBWHOLEGRAPH_DIR=${LIBWHOLEGRAPH_DIR} \
SKBUILD_CMAKE_ARGS="-DCMAKE_BUILD_TYPE=${BUILD_TYPE}" python ${PYTHON_ARGS_FOR_INSTALL} \
.
else
# just invoke cmake without going through scikit-build-core
env LIBWHOLEGRAPH_DIR=${LIBWHOLEGRAPH_DIR} \
cmake -S ${REPODIR}/python/pylibwholegraph -B ${REPODIR}/python/pylibwholegraph/build \
-DCMAKE_BUILD_TYPE=${BUILD_TYPE}
fi
fi
# Build and install the cugraph-pyg Python package
if hasArg cugraph-pyg || buildDefault || hasArg all; then
if hasArg --clean; then
cleanPythonDir ${REPODIR}/python/cugraph-pyg
else
python ${PYTHON_ARGS_FOR_INSTALL} ${REPODIR}/python/cugraph-pyg
fi
fi
# Build and install the cugraph-dgl Python package
if hasArg cugraph-dgl || buildDefault ||hasArg all; then
if hasArg --clean; then
cleanPythonDir ${REPODIR}/python/cugraph-dgl
else
python ${PYTHON_ARGS_FOR_INSTALL} ${REPODIR}/python/cugraph-dgl
fi
fi