#!/bin/bash if [[ $OS_NAME == "macos" ]] && [[ $COMPILER == "gcc" ]]; then export CXX=g++-10 export CC=gcc-10 elif [[ $OS_NAME == "linux" ]] && [[ $COMPILER == "clang" ]]; then export CXX=clang++ export CC=clang fi if [[ "${TASK}" == "r-package" ]] || [[ "${TASK}" == "r-rchk" ]]; then bash ${BUILD_DIRECTORY}/.ci/test_r_package.sh || exit -1 exit 0 fi if [[ "$TASK" == "cpp-tests" ]]; then mkdir $BUILD_DIRECTORY/build && cd $BUILD_DIRECTORY/build if [[ $METHOD == "with-sanitizers" ]]; then extra_cmake_opts="-DUSE_SANITIZER=ON" if [[ -n $SANITIZERS ]]; then extra_cmake_opts="$extra_cmake_opts -DENABLED_SANITIZERS=$SANITIZERS" fi else extra_cmake_opts="" fi cmake -DBUILD_CPP_TEST=ON -DUSE_OPENMP=OFF -DUSE_DEBUG=ON $extra_cmake_opts .. make testlightgbm -j4 || exit -1 ./../testlightgbm || exit -1 exit 0 fi conda create -q -y -n $CONDA_ENV python=$PYTHON_VERSION source activate $CONDA_ENV cd $BUILD_DIRECTORY if [[ $TASK == "check-docs" ]] || [[ $TASK == "check-links" ]]; then cd $BUILD_DIRECTORY/docs conda install -q -y -n $CONDA_ENV -c conda-forge doxygen rstcheck pip install --user -r requirements.txt # check reStructuredText formatting cd $BUILD_DIRECTORY/python-package rstcheck --report warning `find . -type f -name "*.rst"` || exit -1 cd $BUILD_DIRECTORY/docs rstcheck --report warning --ignore-directives=autoclass,autofunction,doxygenfile `find . -type f -name "*.rst"` || exit -1 # build docs make html || exit -1 if [[ $TASK == "check-links" ]]; then # check docs for broken links pip install --user linkchecker linkchecker --config=.linkcheckerrc ./_build/html/*.html || exit -1 exit 0 fi # check the consistency of parameters' descriptions and other stuff cp $BUILD_DIRECTORY/docs/Parameters.rst $BUILD_DIRECTORY/docs/Parameters-backup.rst cp $BUILD_DIRECTORY/src/io/config_auto.cpp $BUILD_DIRECTORY/src/io/config_auto-backup.cpp python $BUILD_DIRECTORY/helpers/parameter_generator.py || exit -1 diff $BUILD_DIRECTORY/docs/Parameters-backup.rst $BUILD_DIRECTORY/docs/Parameters.rst || exit -1 diff $BUILD_DIRECTORY/src/io/config_auto-backup.cpp $BUILD_DIRECTORY/src/io/config_auto.cpp || exit -1 exit 0 fi if [[ $TASK == "lint" ]]; then conda install -q -y -n $CONDA_ENV \ pycodestyle \ pydocstyle \ r-stringi # stringi needs to be installed separate from r-lintr to avoid issues like 'unable to load shared object stringi.so' # r-xfun below has to be upgraded because lintr requires > 0.19 for that package conda install -q -y -n $CONDA_ENV \ -c conda-forge \ libxml2 \ "r-xfun>=0.19" \ "r-lintr>=2.0" pip install --user cpplint isort mypy echo "Linting Python code" pycodestyle --ignore=E501,W503 --exclude=./.nuget,./external_libs . || exit -1 pydocstyle --convention=numpy --add-ignore=D105 --match-dir="^(?!^external_libs|test|example).*" --match="(?!^test_|setup).*\.py" . || exit -1 isort . --check-only || exit -1 mypy --ignore-missing-imports python-package/ || true echo "Linting R code" Rscript ${BUILD_DIRECTORY}/.ci/lint_r_code.R ${BUILD_DIRECTORY} || exit -1 echo "Linting C++ code" cpplint --filter=-build/c++11,-build/include_subdir,-build/header_guard,-whitespace/line_length --recursive ./src ./include ./R-package ./swig ./tests || exit -1 exit 0 fi if [[ $TASK == "if-else" ]]; then conda install -q -y -n $CONDA_ENV numpy mkdir $BUILD_DIRECTORY/build && cd $BUILD_DIRECTORY/build && cmake .. && make lightgbm -j4 || exit -1 cd $BUILD_DIRECTORY/tests/cpp_tests && ../../lightgbm config=train.conf convert_model_language=cpp convert_model=../../src/boosting/gbdt_prediction.cpp && ../../lightgbm config=predict.conf output_result=origin.pred || exit -1 cd $BUILD_DIRECTORY/build && make lightgbm -j4 || exit -1 cd $BUILD_DIRECTORY/tests/cpp_tests && ../../lightgbm config=predict.conf output_result=ifelse.pred && python test.py || exit -1 exit 0 fi if [[ $TASK == "swig" ]]; then mkdir $BUILD_DIRECTORY/build && cd $BUILD_DIRECTORY/build if [[ $OS_NAME == "macos" ]]; then cmake -DUSE_SWIG=ON -DAPPLE_OUTPUT_DYLIB=ON .. else cmake -DUSE_SWIG=ON .. fi make -j4 || exit -1 if [[ $OS_NAME == "linux" ]] && [[ $COMPILER == "gcc" ]]; then objdump -T $BUILD_DIRECTORY/lib_lightgbm.so > $BUILD_DIRECTORY/objdump.log || exit -1 objdump -T $BUILD_DIRECTORY/lib_lightgbm_swig.so >> $BUILD_DIRECTORY/objdump.log || exit -1 python $BUILD_DIRECTORY/helpers/check_dynamic_dependencies.py $BUILD_DIRECTORY/objdump.log || exit -1 fi if [[ $PRODUCES_ARTIFACTS == "true" ]]; then cp $BUILD_DIRECTORY/build/lightgbmlib.jar $BUILD_ARTIFACTSTAGINGDIRECTORY/lightgbmlib_$OS_NAME.jar fi exit 0 fi conda install -q -y -n $CONDA_ENV cloudpickle dask distributed joblib matplotlib numpy pandas psutil pytest scikit-learn scipy pip install graphviz # python-graphviz from Anaconda is not allowed to be installed with Python 3.9 if [[ $OS_NAME == "macos" ]] && [[ $COMPILER == "clang" ]]; then # fix "OMP: Error #15: Initializing libiomp5.dylib, but found libomp.dylib already initialized." (OpenMP library conflict due to conda's MKL) for LIBOMP_ALIAS in libgomp.dylib libiomp5.dylib libomp.dylib; do sudo ln -sf "$(brew --cellar libomp)"/*/lib/libomp.dylib $CONDA_PREFIX/lib/$LIBOMP_ALIAS || exit -1; done fi if [[ $TASK == "sdist" ]]; then cd $BUILD_DIRECTORY/python-package && python setup.py sdist || exit -1 pip install --user $BUILD_DIRECTORY/python-package/dist/lightgbm-$LGB_VER.tar.gz -v || exit -1 if [[ $PRODUCES_ARTIFACTS == "true" ]]; then cp $BUILD_DIRECTORY/python-package/dist/lightgbm-$LGB_VER.tar.gz $BUILD_ARTIFACTSTAGINGDIRECTORY fi pytest $BUILD_DIRECTORY/tests/python_package_test || exit -1 exit 0 elif [[ $TASK == "bdist" ]]; then if [[ $OS_NAME == "macos" ]]; then cd $BUILD_DIRECTORY/python-package && python setup.py bdist_wheel --plat-name=macosx --python-tag py3 || exit -1 mv dist/lightgbm-$LGB_VER-py3-none-macosx.whl dist/lightgbm-$LGB_VER-py3-none-macosx_10_14_x86_64.macosx_10_15_x86_64.macosx_11_0_x86_64.whl if [[ $PRODUCES_ARTIFACTS == "true" ]]; then cp dist/lightgbm-$LGB_VER-py3-none-macosx*.whl $BUILD_ARTIFACTSTAGINGDIRECTORY fi else ARCH=$(uname -m) if [[ $ARCH == "x86_64" ]]; then PLATFORM="manylinux1_x86_64" else PLATFORM="manylinux2014_$ARCH" fi cd $BUILD_DIRECTORY/python-package && python setup.py bdist_wheel --plat-name=$PLATFORM --python-tag py3 || exit -1 if [[ $PRODUCES_ARTIFACTS == "true" ]]; then cp dist/lightgbm-$LGB_VER-py3-none-$PLATFORM.whl $BUILD_ARTIFACTSTAGINGDIRECTORY fi fi pip install --user $BUILD_DIRECTORY/python-package/dist/*.whl || exit -1 pytest $BUILD_DIRECTORY/tests || exit -1 exit 0 fi mkdir $BUILD_DIRECTORY/build && cd $BUILD_DIRECTORY/build if [[ $TASK == "gpu" ]]; then sed -i'.bak' 's/std::string device_type = "cpu";/std::string device_type = "gpu";/' $BUILD_DIRECTORY/include/LightGBM/config.h grep -q 'std::string device_type = "gpu"' $BUILD_DIRECTORY/include/LightGBM/config.h || exit -1 # make sure that changes were really done if [[ $METHOD == "pip" ]]; then cd $BUILD_DIRECTORY/python-package && python setup.py sdist || exit -1 pip install --user $BUILD_DIRECTORY/python-package/dist/lightgbm-$LGB_VER.tar.gz -v --install-option=--gpu --install-option="--opencl-include-dir=$AMDAPPSDK_PATH/include/" || exit -1 pytest $BUILD_DIRECTORY/tests/python_package_test || exit -1 exit 0 elif [[ $METHOD == "wheel" ]]; then cd $BUILD_DIRECTORY/python-package && python setup.py bdist_wheel --gpu --opencl-include-dir="$AMDAPPSDK_PATH/include/" || exit -1 pip install --user $BUILD_DIRECTORY/python-package/dist/lightgbm-$LGB_VER*.whl -v || exit -1 pytest $BUILD_DIRECTORY/tests || exit -1 exit 0 elif [[ $METHOD == "source" ]]; then cmake -DUSE_GPU=ON -DOpenCL_INCLUDE_DIR=$AMDAPPSDK_PATH/include/ .. fi elif [[ $TASK == "cuda" ]]; then sed -i'.bak' 's/std::string device_type = "cpu";/std::string device_type = "cuda";/' $BUILD_DIRECTORY/include/LightGBM/config.h grep -q 'std::string device_type = "cuda"' $BUILD_DIRECTORY/include/LightGBM/config.h || exit -1 # make sure that changes were really done if [[ $METHOD == "pip" ]]; then cd $BUILD_DIRECTORY/python-package && python setup.py sdist || exit -1 pip install --user $BUILD_DIRECTORY/python-package/dist/lightgbm-$LGB_VER.tar.gz -v --install-option=--cuda || exit -1 pytest $BUILD_DIRECTORY/tests/python_package_test || exit -1 exit 0 elif [[ $METHOD == "wheel" ]]; then cd $BUILD_DIRECTORY/python-package && python setup.py bdist_wheel --cuda || exit -1 pip install --user $BUILD_DIRECTORY/python-package/dist/lightgbm-$LGB_VER*.whl -v || exit -1 pytest $BUILD_DIRECTORY/tests || exit -1 exit 0 elif [[ $METHOD == "source" ]]; then cmake -DUSE_CUDA=ON .. fi elif [[ $TASK == "mpi" ]]; then if [[ $METHOD == "pip" ]]; then cd $BUILD_DIRECTORY/python-package && python setup.py sdist || exit -1 pip install --user $BUILD_DIRECTORY/python-package/dist/lightgbm-$LGB_VER.tar.gz -v --install-option=--mpi || exit -1 pytest $BUILD_DIRECTORY/tests/python_package_test || exit -1 exit 0 elif [[ $METHOD == "wheel" ]]; then cd $BUILD_DIRECTORY/python-package && python setup.py bdist_wheel --mpi || exit -1 pip install --user $BUILD_DIRECTORY/python-package/dist/lightgbm-$LGB_VER*.whl -v || exit -1 pytest $BUILD_DIRECTORY/tests || exit -1 exit 0 elif [[ $METHOD == "source" ]]; then cmake -DUSE_MPI=ON -DUSE_DEBUG=ON .. fi else cmake .. fi make _lightgbm -j4 || exit -1 cd $BUILD_DIRECTORY/python-package && python setup.py install --precompile --user || exit -1 pytest $BUILD_DIRECTORY/tests || exit -1 if [[ $TASK == "regular" ]]; then if [[ $PRODUCES_ARTIFACTS == "true" ]]; then if [[ $OS_NAME == "macos" ]]; then cp $BUILD_DIRECTORY/lib_lightgbm.so $BUILD_ARTIFACTSTAGINGDIRECTORY/lib_lightgbm.dylib else if [[ $COMPILER == "gcc" ]]; then objdump -T $BUILD_DIRECTORY/lib_lightgbm.so > $BUILD_DIRECTORY/objdump.log || exit -1 python $BUILD_DIRECTORY/helpers/check_dynamic_dependencies.py $BUILD_DIRECTORY/objdump.log || exit -1 fi cp $BUILD_DIRECTORY/lib_lightgbm.so $BUILD_ARTIFACTSTAGINGDIRECTORY/lib_lightgbm.so fi fi cd $BUILD_DIRECTORY/examples/python-guide sed -i'.bak' '/import lightgbm as lgb/a\ import matplotlib\ matplotlib.use\(\"Agg\"\)\ ' plot_example.py # prevent interactive window mode sed -i'.bak' 's/graph.render(view=True)/graph.render(view=False)/' plot_example.py conda install -q -y -n $CONDA_ENV h5py ipywidgets notebook # requirements for examples for f in *.py **/*.py; do python $f || exit -1; done # run all examples cd $BUILD_DIRECTORY/examples/python-guide/notebooks sed -i'.bak' 's/INTERACTIVE = False/assert False, \\"Interactive mode disabled\\"/' interactive_plot_example.ipynb jupyter nbconvert --ExecutePreprocessor.timeout=180 --to notebook --execute --inplace *.ipynb || exit -1 # run all notebooks fi