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build.sh
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build.sh
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#!/bin/bash
# Copyright (c) 2020-2022, NVIDIA CORPORATION.
# raft 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)
VALIDARGS="clean libraft pyraft pylibraft docs tests bench clean -v -g --install --compile-libs --compile-nn --compile-dist --allgpuarch --no-nvtx --show_depr_warn -h --buildfaiss --minimal-deps"
HELP="$0 [<target> ...] [<flag> ...] [--cmake-args=\"<args>\"]
where <target> is:
clean - remove all existing build artifacts and configuration (start over)
libraft - build the raft C++ code only. Also builds the C-wrapper library
around the C++ code.
pyraft - build the pyraft Python package
pylibraft - build the pylibraft Python package
docs - build the documentation
tests - build the tests
bench - build the benchmarks
and <flag> is:
-v - verbose build mode
-g - build for debug
--compile-libs - compile shared libraries for all components
--compile-nn - compile shared library for nn component
--compile-dist - compile shared library for distance component
--minimal-deps - disables dependencies like thrust so they can be overridden.
can be useful for a pure header-only install
--allgpuarch - build for all supported GPU architectures
--buildfaiss - build faiss statically into raft
--install - install cmake targets
--no-nvtx - disable nvtx (profiling markers), but allow enabling it in downstream projects
--show_depr_warn - show cmake deprecation warnings
--cmake-args=\\\"<args>\\\" - pass arbitrary list of CMake configuration options (escape all quotes in argument)
-h - print this text
default action (no args) is to build both libraft and pyraft targets
"
LIBRAFT_BUILD_DIR=${LIBRAFT_BUILD_DIR:=${REPODIR}/cpp/build}
SPHINX_BUILD_DIR=${REPODIR}/docs
PY_RAFT_BUILD_DIR=${REPODIR}/python/raft/build
PY_LIBRAFT_BUILD_DIR=${REPODIR}/python/pylibraft/_skbuild
BUILD_DIRS="${LIBRAFT_BUILD_DIR} ${PY_RAFT_BUILD_DIR} ${PY_LIBRAFT_BUILD_DIR}"
# Set defaults for vars modified by flags to this script
CMAKE_LOG_LEVEL=""
VERBOSE_FLAG=""
BUILD_ALL_GPU_ARCH=0
BUILD_TESTS=OFF
BUILD_BENCH=OFF
BUILD_STATIC_FAISS=OFF
COMPILE_LIBRARIES=OFF
COMPILE_NN_LIBRARY=OFF
COMPILE_DIST_LIBRARY=OFF
ENABLE_NN_DEPENDENCIES=OFF
ENABLE_thrust_DEPENDENCY=ON
ENABLE_ucx_DEPENDENCY=OFF
ENABLE_nccl_DEPENDENCY=OFF
NVTX=ON
CLEAN=0
UNINSTALL=0
DISABLE_DEPRECATION_WARNINGS=ON
CMAKE_TARGET=""
INSTALL_TARGET=""
# Set defaults for vars that may not have been defined externally
# FIXME: if INSTALL_PREFIX is not set, check PREFIX, then check
# CONDA_PREFIX, but there is no fallback from there!
INSTALL_PREFIX=${INSTALL_PREFIX:=${PREFIX:=${CONDA_PREFIX}}}
PARALLEL_LEVEL=${PARALLEL_LEVEL:=`nproc`}
BUILD_ABI=${BUILD_ABI:=ON}
# Default to Ninja if generator is not specified
export CMAKE_GENERATOR="${CMAKE_GENERATOR:=Ninja}"
function hasArg {
(( ${NUMARGS} != 0 )) && (echo " ${ARGS} " | grep -q " $1 ")
}
function cmakeArgs {
# Check for multiple cmake args options
if [[ $(echo $ARGS | { grep -Eo "\-\-cmake\-args" || true; } | wc -l ) -gt 1 ]]; then
echo "Multiple --cmake-args options were provided, please provide only one: ${ARGS}"
exit 1
fi
# Check for cmake args option
if [[ -n $(echo $ARGS | { grep -E "\-\-cmake\-args" || true; } ) ]]; then
# There are possible weird edge cases that may cause this regex filter to output nothing and fail silently
# the true pipe will catch any weird edge cases that may happen and will cause the program to fall back
# on the invalid option error
CMAKE_ARGS=$(echo $ARGS | { grep -Eo "\-\-cmake\-args=\".+\"" || true; })
if [[ -n ${CMAKE_ARGS} ]]; then
# Remove the full CMAKE_ARGS argument from list of args so that it passes validArgs function
ARGS=${ARGS//$CMAKE_ARGS/}
# Filter the full argument down to just the extra string that will be added to cmake call
CMAKE_ARGS=$(echo $CMAKE_ARGS | grep -Eo "\".+\"" | sed -e 's/^"//' -e 's/"$//')
fi
fi
}
if hasArg -h || hasArg --help; then
echo "${HELP}"
exit 0
fi
# Check for valid usage
if (( ${NUMARGS} != 0 )); then
cmakeArgs
for a in ${ARGS}; do
if ! (echo " ${VALIDARGS} " | grep -q " ${a} "); then
echo "Invalid option: ${a}"
exit 1
fi
done
fi
# Process flags
if hasArg --install; then
INSTALL_TARGET="install"
fi
if hasArg --minimal-deps; then
ENABLE_thrust_DEPENDENCY=OFF
fi
if hasArg -v; then
VERBOSE_FLAG="-v"
CMAKE_LOG_LEVEL="VERBOSE"
fi
if hasArg -g; then
BUILD_TYPE=Debug
fi
if hasArg --allgpuarch; then
BUILD_ALL_GPU_ARCH=1
fi
if hasArg --compile-libs || (( ${NUMARGS} == 0 )); then
COMPILE_LIBRARIES=ON
fi
if hasArg --compile-nn || hasArg --compile-libs || (( ${NUMARGS} == 0 )); then
ENABLE_NN_DEPENDENCIES=ON
COMPILE_NN_LIBRARY=ON
CMAKE_TARGET="${CMAKE_TARGET};raft_nn_lib"
fi
if hasArg --compile-dist || hasArg --compile-libs || (( ${NUMARGS} == 0 )); then
COMPILE_DIST_LIBRARY=ON
CMAKE_TARGET="${CMAKE_TARGET};raft_distance_lib"
fi
if hasArg tests || (( ${NUMARGS} == 0 )); then
BUILD_TESTS=ON
ENABLE_NN_DEPENDENCIES=ON
CMAKE_TARGET="${CMAKE_TARGET};test_raft"
fi
if hasArg bench || (( ${NUMARGS} == 0 )); then
BUILD_BENCH=ON
ENABLE_NN_DEPENDENCIES=ON
CMAKE_TARGET="${CMAKE_TARGET};bench_raft"
fi
if hasArg --buildfaiss; then
BUILD_STATIC_FAISS=ON
fi
if hasArg --no-nvtx; then
NVTX=OFF
fi
if hasArg --show_depr_warn; then
DISABLE_DEPRECATION_WARNINGS=OFF
fi
if hasArg clean; then
CLEAN=1
fi
if hasArg uninstall; then
UNINSTALL=1
fi
if [[ ${CMAKE_TARGET} == "" ]]; then
CMAKE_TARGET="all"
fi
# If clean given, run it prior to any other steps
if (( ${CLEAN} == 1 )); then
# 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
cd ${REPODIR}/python/raft
python setup.py clean --all
cd ${REPODIR}
cd ${REPODIR}/python/pylibraft
python setup.py clean --all
cd ${REPODIR}
fi
# Pyraft requires ucx + nccl
if (( ${NUMARGS} == 0 )) || hasArg pyraft || hasArg docs; then
ENABLE_nccl_DEPENDENCY=ON
ENABLE_ucx_DEPENDENCY=ON
fi
################################################################################
# Configure for building all C++ targets
if (( ${NUMARGS} == 0 )) || hasArg libraft || hasArg docs || hasArg tests || hasArg bench; then
if (( ${BUILD_ALL_GPU_ARCH} == 0 )); then
RAFT_CMAKE_CUDA_ARCHITECTURES="NATIVE"
echo "Building for the architecture of the GPU in the system..."
else
RAFT_CMAKE_CUDA_ARCHITECTURES="ALL"
echo "Building for *ALL* supported GPU architectures..."
fi
mkdir -p ${LIBRAFT_BUILD_DIR}
cd ${LIBRAFT_BUILD_DIR}
cmake -S ${REPODIR}/cpp -B ${LIBRAFT_BUILD_DIR} \
-DCMAKE_INSTALL_PREFIX=${INSTALL_PREFIX} \
-DCMAKE_CUDA_ARCHITECTURES=${RAFT_CMAKE_CUDA_ARCHITECTURES} \
-DRAFT_COMPILE_LIBRARIES=${COMPILE_LIBRARIES} \
-DRAFT_ENABLE_NN_DEPENDENCIES=${ENABLE_NN_DEPENDENCIES} \
-DRAFT_NVTX=${NVTX} \
-DDISABLE_DEPRECATION_WARNINGS=${DISABLE_DEPRECATION_WARNINGS} \
-DBUILD_TESTS=${BUILD_TESTS} \
-DBUILD_BENCH=${BUILD_BENCH} \
-DCMAKE_MESSAGE_LOG_LEVEL=${CMAKE_LOG_LEVEL} \
-DRAFT_COMPILE_NN_LIBRARY=${COMPILE_NN_LIBRARY} \
-DRAFT_COMPILE_DIST_LIBRARY=${COMPILE_DIST_LIBRARY} \
-DRAFT_USE_FAISS_STATIC=${BUILD_STATIC_FAISS} \
-DRAFT_ENABLE_nccl_DEPENDENCY=${ENABLE_nccl_DEPENDENCY} \
-DRAFT_ENABLE_ucx_DEPENDENCY=${ENABLE_ucx_DEPENDENCY} \
-DRAFT_ENABLE_thrust_DEPENDENCY=${ENABLE_thrust_DEPENDENCY} \
${CMAKE_ARGS}
if [[ ${CMAKE_TARGET} != "" ]]; then
echo "-- Compiling targets: ${CMAKE_TARGET}, verbose=${VERBOSE_FLAG}"
if [[ ${INSTALL_TARGET} != "" ]]; then
cmake --build "${LIBRAFT_BUILD_DIR}" ${VERBOSE_FLAG} -j${PARALLEL_LEVEL} --target ${CMAKE_TARGET} ${INSTALL_TARGET}
else
cmake --build "${LIBRAFT_BUILD_DIR}" ${VERBOSE_FLAG} -j${PARALLEL_LEVEL} --target ${CMAKE_TARGET}
fi
fi
fi
# Build and (optionally) install the pyraft Python package
if (( ${NUMARGS} == 0 )) || hasArg pyraft || hasArg docs; then
cd ${REPODIR}/python/raft
if [[ ${INSTALL_TARGET} != "" ]]; then
python setup.py build_ext -j${PARALLEL_LEVEL:-1} --inplace --library-dir=${LIBRAFT_BUILD_DIR} install --single-version-externally-managed --record=record.txt
else
python setup.py build_ext -j${PARALLEL_LEVEL:-1} --inplace --library-dir=${LIBRAFT_BUILD_DIR}
fi
fi
# Build and (optionally) install the pylibraft Python package
if (( ${NUMARGS} == 0 )) || hasArg pylibraft; then
cd ${REPODIR}/python/pylibraft
python setup.py build_ext -j${PARALLEL_LEVEL:-1} --inplace -- -DCMAKE_PREFIX_PATH=${INSTALL_PREFIX} -DCMAKE_LIBRARY_PATH=${LIBRAFT_BUILD_DIR} ${CMAKE_ARGS}
if [[ ${INSTALL_TARGET} != "" ]]; then
python setup.py install --single-version-externally-managed --record=record.txt -- -DCMAKE_PREFIX_PATH=${INSTALL_PREFIX} ${CMAKE_ARGS}
fi
fi
if hasArg docs; then
cmake --build ${LIBRAFT_BUILD_DIR} --target docs_raft
cd ${SPHINX_BUILD_DIR}
make html
fi