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build-python.sh
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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.
# --hdfs
# Compile HDFS version.
# --integrated-opencl
# Compile integrated OpenCL version.
# --mingw
# Compile with MinGW.
# --mpi
# Compile MPI version.
# --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 -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="${BUILD_ARGS} --boost-dir='${BOOST_DIR}'"
;;
--boost-include-dir|--boost-include-dir=*)
if [[ "$1" != *=* ]];
then shift;
fi
BOOST_INCLUDE_DIR="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --boost-include-dir='${BOOST_INCLUDE_DIR}'"
;;
--boost-librarydir|--boost-librarydir=*)
if [[ "$1" != *=* ]];
then shift;
fi
BOOST_LIBRARY_DIR="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --boost-librarydir='${BOOST_LIBRARY_DIR}'"
;;
--boost-root|--boost-root=*)
if [[ "$1" != *=* ]];
then shift;
fi
BOOST_ROOT="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --boost-root='${BOOST_ROOT}'"
;;
--opencl-include-dir|--opencl-include-dir=*)
if [[ "$1" != *=* ]];
then shift;
fi
OPENCL_INCLUDE_DIR="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --opencl-include-dir='${OPENCL_INCLUDE_DIR}'"
;;
--opencl-library|--opencl-library=*)
if [[ "$1" != *=* ]];
then shift;
fi
OPENCL_LIBRARY="${1#*=}"
BUILD_ARGS="${BUILD_ARGS} --opencl-library='${OPENCL_LIBRARY}'"
;;
#########
# flags #
#########
--bit32)
BUILD_ARGS="${BUILD_ARGS} --bit32"
;;
--cuda)
BUILD_ARGS="${BUILD_ARGS} --cuda"
;;
--gpu)
BUILD_ARGS="${BUILD_ARGS} --gpu"
;;
--hdfs)
BUILD_ARGS="${BUILD_ARGS} --hdfs"
;;
--integrated-opencl)
BUILD_ARGS="${BUILD_ARGS} --integrated-opencl"
;;
--mingw)
BUILD_ARGS="${BUILD_ARGS} --mingw"
;;
--mpi)
BUILD_ARGS="${BUILD_ARGS} --mpi"
;;
--nomp)
BUILD_ARGS="${BUILD_ARGS} --nomp"
;;
--precompile)
PRECOMPILE="true"
;;
--time-costs)
BUILD_ARGS="${PIP_INSTALL_ARGS} --time-costs"
;;
--user)
PIP_INSTALL_ARGS="${PIP_INSTALL_ARGS} --user"
;;
*)
echo "invalid argument '${1}'"
exit -1
;;
esac
shift
done
# 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
# temporarily remove these files until
# https://github.com/microsoft/LightGBM/issues/5061 is done
rm ./lightgbm-python/pyproject.toml
rm ./lightgbm-python/setup.cfg
cp LICENSE ./lightgbm-python/
cp VERSION.txt ./lightgbm-python/lightgbm/VERSION.txt
mkdir -p ./lightgbm-python/compile
cp -R ./cmake ./lightgbm-python/compile
cp CMakeLists.txt ./lightgbm-python/compile
cp -R ./include ./lightgbm-python/compile
cp -R ./src ./lightgbm-python/compile
cp -R ./swig ./lightgbm-python/compile
cp -R ./windows ./lightgbm-python/compile
# 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/compile/external_libs/fast_double_parser
cp \
external_libs/fast_double_parser/CMakeLists.txt \
./lightgbm-python/compile/external_libs/fast_double_parser/CMakeLists.txt
cp \
external_libs/fast_double_parser/LICENSE* \
./lightgbm-python/compile/external_libs/fast_double_parser/
mkdir -p ./lightgbm-python/compile/external_libs/fast_double_parser/include/
cp \
external_libs/fast_double_parser/include/fast_double_parser.h \
./lightgbm-python/compile/external_libs/fast_double_parser/include/
#######
# fmt #
#######
mkdir -p ./lightgbm-python/compile/external_libs/fmt
cp \
external_libs/fast_double_parser/CMakeLists.txt \
./lightgbm-python/compile/external_libs/fmt/CMakeLists.txt
cp \
external_libs/fmt/LICENSE* \
./lightgbm-python/compile/external_libs/fmt/
mkdir -p ./lightgbm-python/compile/external_libs/fmt/include/fmt
cp \
external_libs/fmt/include/fmt/*.h \
./lightgbm-python/compile/external_libs/fmt/include/fmt/
#########
# Eigen #
#########
mkdir -p ./lightgbm-python/compile/external_libs/eigen/Eigen
cp \
external_libs/eigen/CMakeLists.txt \
./lightgbm-python/compile/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/compile/external_libs/eigen/Eigen/${eigen_module}
if [ ${eigen_module} != "Dense" ]; then
mkdir -p ./lightgbm-python/compile/external_libs/eigen/Eigen/src/${eigen_module}/
cp \
-R \
external_libs/eigen/Eigen/src/${eigen_module}/* \
./lightgbm-python/compile/external_libs/eigen/Eigen/src/${eigen_module}/
fi
done
mkdir -p ./lightgbm-python/compile/external_libs/eigen/Eigen/misc
cp \
-R \
external_libs/eigen/Eigen/src/misc \
./lightgbm-python/compile/external_libs/eigen/Eigen/src/misc/
mkdir -p ./lightgbm-python/compile/external_libs/eigen/Eigen/plugins
cp \
-R \
external_libs/eigen/Eigen/src/plugins \
./lightgbm-python/compile/external_libs/eigen/Eigen/src/plugins/
###################
# compute (Boost) #
###################
mkdir -p ./lightgbm-python/compile/external_libs/compute
cp \
external_libs/compute/CMakeLists.txt \
./lightgbm-python/compile/external_libs/compute/
cp \
-R \
external_libs/compute/cmake \
./lightgbm-python/compile/external_libs/compute/cmake/
cp \
-R \
external_libs/compute/include \
./lightgbm-python/compile/external_libs/compute/include/
cp \
-R \
external_libs/compute/meta \
./lightgbm-python/compile/external_libs/compute/meta/
}
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
echo "--- installing lightgbm (from precompiled lib_lightgbm) ---"
python setup.py install ${PIP_INSTALL_ARGS} --precompile
exit 0
else
BUILD_SDIST="false"
BUILD_WHEEL="true"
fi
fi
if test "${BUILD_SDIST}" = true; then
echo "--- building sdist ---"
rm -f ../dist/*.tar.gz
python ./setup.py sdist \
--dist-dir ../dist
fi
if test "${BUILD_WHEEL}" = true; then
echo "--- building wheel ---"
rm -f ../dist/*.whl || true
python setup.py bdist_wheel \
--dist-dir ../dist \
${BUILD_ARGS}
fi
if test "${INSTALL}" = true; then
echo "--- installing lightgbm ---"
# ref for use of '--find-links': https://stackoverflow.com/a/52481267/3986677
cd ../dist
pip install \
${PIP_INSTALL_ARGS} \
--find-links=. \
lightgbm
cd ../
fi
echo "cleaning up"
rm -rf ./lightgbm-python