microsoft
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LightGBM
зеркало из https://github.com/microsoft/LightGBM.git
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LightGBM/build-python.sh

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#!/bin/sh
# [description]
#
# Prepare a source distribution (sdist) or built distribution (wheel)
# of the Python package, and optionally install it.
#
# [usage]
#
# # build sdist and put it in dist/
# sh ./build-python.sh sdist
#
# # build wheel and put it in dist/
# sh ./build-python.sh bdist_wheel [OPTIONS]
#
# # compile lib_lightgbm and install the Python package wrapping it
# sh ./build-python.sh install [OPTIONS]
#
# # install the Python package using a pre-compiled lib_lightgbm
# # (assumes lib_lightgbm.{dll,so} is located at the root of the repo)
# sh ./build-python.sh install --precompile
#
# [options]
#
# --boost-dir=FILEPATH
# Directory with Boost package configuration file.
# --boost-include-dir=FILEPATH
# Directory containing Boost headers.
# --boost-librarydir=FILEPATH
# Preferred Boost library directory.
# --boost-root=FILEPATH
# Boost preferred installation prefix.
# --opencl-include-dir=FILEPATH
# OpenCL include directory.
# --opencl-library=FILEPATH
# Path to OpenCL library.
# --bit32
# Compile 32-bit version.
# --cuda
# Compile CUDA version.
# --gpu
# Compile GPU version.
# --integrated-opencl
# Compile integrated OpenCL version.
# --mingw
# Compile with MinGW.
# --mpi
# Compile MPI version.
# --no-isolation
# Assume all build and install dependencies are already installed,
# don't go to the internet to get them.
# --nomp
# Compile version without OpenMP support.
# --precompile
# Use precompiled library.
# Only used with 'install' command.
# --time-costs
# Output time costs for different internal routines.
# --user
# Install into user-specific instead of global site-packages directory.
# Only used with 'install' command.
set -e -E -u
echo "building lightgbm"
# Default values of arguments
INSTALL="false"
BUILD_SDIST="false"
BUILD_WHEEL="false"
PIP_INSTALL_ARGS=""
BUILD_ARGS=""
PRECOMPILE="false"
while [ $# -gt 0 ]; do
case "$1" in
############################
# sub-commands of setup.py #
############################
install)
INSTALL="true"
;;
sdist)
BUILD_SDIST="true"
;;
bdist_wheel)
BUILD_WHEEL="true"
;;
############################
# customized library paths #
############################
--boost-dir|--boost-dir=*)
if [[ "$1" != *=* ]];
then shift;
fi
BOOST_DIR="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.Boost_DIR='${BOOST_DIR}'"
;;
--boost-include-dir|--boost-include-dir=*)
if [[ "$1" != *=* ]];
then shift;
fi
BOOST_INCLUDE_DIR="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.Boost_INCLUDE_DIR='${BOOST_INCLUDE_DIR}'"
;;
--boost-librarydir|--boost-librarydir=*)
if [[ "$1" != *=* ]];
then shift;
fi
BOOST_LIBRARY_DIR="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.BOOST_LIBRARYDIR='${BOOST_LIBRARY_DIR}'"
;;
--boost-root|--boost-root=*)
if [[ "$1" != *=* ]];
then shift;
fi
BOOST_ROOT="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.Boost_ROOT='${BOOST_ROOT}'"
;;
--opencl-include-dir|--opencl-include-dir=*)
if [[ "$1" != *=* ]];
then shift;
fi
OPENCL_INCLUDE_DIR="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.OpenCL_INCLUDE_DIR='${OPENCL_INCLUDE_DIR}'"
;;
--opencl-library|--opencl-library=*)
if [[ "$1" != *=* ]];
then shift;
fi
OPENCL_LIBRARY="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.OpenCL_LIBRARY='${OPENCL_LIBRARY}'"
;;
#########
# flags #
#########
--bit32)
export CMAKE_GENERATOR="Visual Studio 17 2022"
export CMAKE_GENERATOR_PLATFORM="Win32"
echo "[INFO] Attempting to build 32-bit version of LightGBM, which is only supported on Windows with generator '${CMAKE_GENERATOR}'."
;;
--cuda)
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.USE_CUDA=ON"
;;
--gpu)
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.USE_GPU=ON"
;;
--integrated-opencl)
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.__INTEGRATE_OPENCL=ON"
;;
--mingw)
export CMAKE_GENERATOR='MinGW Makefiles'
# ref: https://stackoverflow.com/a/45104058/3986677
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.CMAKE_SH=CMAKE_SH-NOTFOUND"
;;
--mpi)
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.USE_MPI=ON"
;;
--no-isolation)
BUILD_ARGS="${BUILD_ARGS} --no-isolation"
PIP_INSTALL_ARGS="${PIP_INSTALL_ARGS} --no-build-isolation"
;;
--nomp)
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.USE_OPENMP=OFF"
;;
--precompile)
PRECOMPILE="true"
;;
--time-costs)
BUILD_ARGS="${BUILD_ARGS} --config-setting=cmake.define.USE_TIMETAG=ON"
;;
--user)
PIP_INSTALL_ARGS="${PIP_INSTALL_ARGS} --user"
;;
*)
echo "invalid argument '${1}'"
exit 1
;;
esac
shift
done
pip install --prefer-binary 'build>=0.10.0'
# create a new directory that just contains the files needed
# to build the Python package
create_isolated_source_dir() {
rm -rf \
./lightgbm-python \
./lightgbm \
./python-package/build \
./python-package/build_cpp \
./python-package/compile \
./python-package/dist \
./python-package/lightgbm.egg-info
cp -R ./python-package ./lightgbm-python
cp LICENSE ./lightgbm-python/
cp VERSION.txt ./lightgbm-python/lightgbm/VERSION.txt
cp -R ./cmake ./lightgbm-python
cp CMakeLists.txt ./lightgbm-python
cp -R ./include ./lightgbm-python
cp -R ./src ./lightgbm-python
cp -R ./swig ./lightgbm-python
cp -R ./windows ./lightgbm-python
# include only specific files from external_libs, to keep the package
# small and avoid redistributing code with licenses incompatible with
# LightGBM's license
######################
# fast_double_parser #
######################
mkdir -p ./lightgbm-python/external_libs/fast_double_parser
cp \
external_libs/fast_double_parser/CMakeLists.txt \
./lightgbm-python/external_libs/fast_double_parser/CMakeLists.txt
cp \
external_libs/fast_double_parser/LICENSE* \
./lightgbm-python/external_libs/fast_double_parser/
mkdir -p ./lightgbm-python/external_libs/fast_double_parser/include/
cp \
external_libs/fast_double_parser/include/fast_double_parser.h \
./lightgbm-python/external_libs/fast_double_parser/include/
#######
# fmt #
#######
mkdir -p ./lightgbm-python/external_libs/fmt
cp \
external_libs/fast_double_parser/CMakeLists.txt \
./lightgbm-python/external_libs/fmt/CMakeLists.txt
cp \
external_libs/fmt/LICENSE* \
./lightgbm-python/external_libs/fmt/
mkdir -p ./lightgbm-python/external_libs/fmt/include/fmt
cp \
external_libs/fmt/include/fmt/*.h \
./lightgbm-python/external_libs/fmt/include/fmt/
#########
# Eigen #
#########
mkdir -p ./lightgbm-python/external_libs/eigen/Eigen
cp \
external_libs/eigen/CMakeLists.txt \
./lightgbm-python/external_libs/eigen/CMakeLists.txt
modules="Cholesky Core Dense Eigenvalues Geometry Householder Jacobi LU QR SVD"
for eigen_module in ${modules}; do
cp \
external_libs/eigen/Eigen/${eigen_module} \
./lightgbm-python/external_libs/eigen/Eigen/${eigen_module}
if [ ${eigen_module} != "Dense" ]; then
mkdir -p ./lightgbm-python/external_libs/eigen/Eigen/src/${eigen_module}/
cp \
-R \
external_libs/eigen/Eigen/src/${eigen_module}/* \
./lightgbm-python/external_libs/eigen/Eigen/src/${eigen_module}/
fi
done
mkdir -p ./lightgbm-python/external_libs/eigen/Eigen/misc
cp \
-R \
external_libs/eigen/Eigen/src/misc \
./lightgbm-python/external_libs/eigen/Eigen/src/misc/
mkdir -p ./lightgbm-python/external_libs/eigen/Eigen/plugins
cp \
-R \
external_libs/eigen/Eigen/src/plugins \
./lightgbm-python/external_libs/eigen/Eigen/src/plugins/
###################
# compute (Boost) #
###################
mkdir -p ./lightgbm-python/external_libs/compute
cp \
-R \
external_libs/compute/include \
./lightgbm-python/external_libs/compute/include/
}
create_isolated_source_dir
cd ./lightgbm-python
# installation involves building the wheel + `pip install`-ing it
if test "${INSTALL}" = true; then
if test "${PRECOMPILE}" = true; then
BUILD_SDIST=true
BUILD_WHEEL=false
BUILD_ARGS=""
rm -rf \
./cmake \
./CMakeLists.txt \
./external_libs \
./include \
./src \
./swig \
./windows
# use regular-old setuptools for these builds, to avoid
# trying to recompile the shared library
sed -i.bak -e '/start:build-system/,/end:build-system/d' pyproject.toml
echo '[build-system]' >> ./pyproject.toml
echo 'requires = ["setuptools"]' >> ./pyproject.toml
echo 'build-backend = "setuptools.build_meta"' >> ./pyproject.toml
echo "" >> ./pyproject.toml
echo "recursive-include lightgbm *.dll *.dylib *.so" > ./MANIFEST.in
echo "" >> ./MANIFEST.in
mkdir -p ./lightgbm/lib
if test -f ../lib_lightgbm.so; then
echo "found pre-compiled lib_lightgbm.so"
cp ../lib_lightgbm.so ./lightgbm/lib/lib_lightgbm.so
elif test -f ../lib_lightgbm.dylib; then
echo "found pre-compiled lib_lightgbm.dylib"
cp ../lib_lightgbm.dylib ./lightgbm/lib/lib_lightgbm.dylib
elif test -f ../Release/lib_lightgbm.dll; then
echo "found pre-compiled Release/lib_lightgbm.dll"
cp ../Release/lib_lightgbm.dll ./lightgbm/lib/lib_lightgbm.dll
elif test -f ../windows/x64/DLL/lib_lightgbm.dll; then
echo "found pre-compiled windows/x64/DLL/lib_lightgbm.dll"
cp ../windows/x64/DLL/lib_lightgbm.dll ./lightgbm/lib/lib_lightgbm.dll
cp ../windows/x64/DLL/lib_lightgbm.lib ./lightgbm/lib/lib_lightgbm.lib
fi
rm -f ./*.bak
else
BUILD_SDIST="false"
BUILD_WHEEL="true"
fi
fi
if test "${BUILD_SDIST}" = true; then
echo "--- building sdist ---"
rm -f ../dist/*.tar.gz
python -m build \
--sdist \
--outdir ../dist \
${BUILD_ARGS} \
.
fi
if test "${BUILD_WHEEL}" = true; then
echo "--- building wheel ---"
rm -f ../dist/*.whl || true
python -m build \
--wheel \
--outdir ../dist \
${BUILD_ARGS} \
.
fi
if test "${INSTALL}" = true; then
echo "--- installing lightgbm ---"
cd ../dist
if test "${BUILD_WHEEL}" = true; then
PACKAGE_NAME="lightgbm*.whl"
else
PACKAGE_NAME="lightgbm*.tar.gz"
fi
# ref for use of '--find-links': https://stackoverflow.com/a/52481267/3986677
pip install \
${PIP_INSTALL_ARGS} \
--force-reinstall \
--no-cache-dir \
--no-deps \
--find-links=. \
${PACKAGE_NAME}
cd ../
fi
echo "cleaning up"
rm -rf ./lightgbm-python
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