option(USE_MPI "Enable MPI-based distributed learning" OFF) option(USE_OPENMP "Enable OpenMP" ON) option(USE_GPU "Enable GPU-accelerated training" OFF) option(USE_SWIG "Enable SWIG to generate Java API" OFF) option(USE_HDFS "Enable HDFS support (EXPERIMENTAL)" OFF) option(USE_TIMETAG "Set to ON to output time costs" OFF) option(USE_CUDA "Enable CUDA-accelerated training " OFF) option(USE_DEBUG "Set to ON for Debug mode" OFF) option(USE_SANITIZER "Use santizer flags" OFF) set( ENABLED_SANITIZERS "address" "leak" "undefined" CACHE STRING "Semicolon separated list of sanitizer names, e.g., 'address;leak'. \ Supported sanitizers are address, leak, undefined and thread." ) option(BUILD_CLI "Build the 'lightbgm' command-line interface in addition to lib_lightgbm" ON) option(BUILD_CPP_TEST "Build C++ tests with Google Test" OFF) option(BUILD_STATIC_LIB "Build static library" OFF) option(INSTALL_HEADERS "Install headers to CMAKE_INSTALL_PREFIX (e.g. '/usr/local/include')" ON) option(__BUILD_FOR_PYTHON "Set to ON if building lib_lightgbm for use with the Python package" OFF) option(__BUILD_FOR_R "Set to ON if building lib_lightgbm for use with the R package" OFF) option(__INTEGRATE_OPENCL "Set to ON if building LightGBM with the OpenCL ICD Loader and its dependencies included" OFF) if(APPLE) option(APPLE_OUTPUT_DYLIB "Output dylib shared library" OFF) endif() if(__INTEGRATE_OPENCL) cmake_minimum_required(VERSION 3.11) elseif(USE_SWIG) cmake_minimum_required(VERSION 3.8) elseif(USE_GPU OR APPLE) cmake_minimum_required(VERSION 3.2) elseif(USE_CUDA) cmake_minimum_required(VERSION 3.16) else() cmake_minimum_required(VERSION 3.0) endif() project(lightgbm LANGUAGES C CXX) list(APPEND CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/cmake/modules") #-- Sanitizer if(USE_SANITIZER) if(MSVC) message(FATAL_ERROR "Sanitizers are not supported with MSVC.") endif() include(cmake/Sanitizer.cmake) enable_sanitizers("${ENABLED_SANITIZERS}") endif() if(__INTEGRATE_OPENCL) set(__INTEGRATE_OPENCL ON CACHE BOOL "" FORCE) set(USE_GPU OFF CACHE BOOL "" FORCE) message(STATUS "Building library with integrated OpenCL components") endif() if(__BUILD_FOR_PYTHON OR __BUILD_FOR_R) # the Python and R package don't require the CLI set(BUILD_CLI OFF) # installing the R and Python package shouldn't place LightGBM's headers # outside of where the package is installed set(INSTALL_HEADERS OFF) endif() if(CMAKE_CXX_COMPILER_ID STREQUAL "GNU") if(CMAKE_CXX_COMPILER_VERSION VERSION_LESS "4.8.2") message(FATAL_ERROR "Insufficient gcc version") endif() elseif(CMAKE_CXX_COMPILER_ID STREQUAL "Clang") if(CMAKE_CXX_COMPILER_VERSION VERSION_LESS "3.8") message(FATAL_ERROR "Insufficient Clang version") endif() elseif(CMAKE_CXX_COMPILER_ID STREQUAL "AppleClang") if(CMAKE_CXX_COMPILER_VERSION VERSION_LESS "8.1.0") message(FATAL_ERROR "Insufficient AppleClang version") endif() cmake_minimum_required(VERSION 3.16) elseif(MSVC) if(MSVC_VERSION LESS 1900) message( FATAL_ERROR "The compiler ${CMAKE_CXX_COMPILER} doesn't support required C++11 features. Please use a newer MSVC." ) endif() cmake_minimum_required(VERSION 3.8) endif() if(USE_SWIG) find_package(SWIG REQUIRED) find_package(Java REQUIRED) find_package(JNI REQUIRED) include(UseJava) include(UseSWIG) set(SWIG_CXX_EXTENSION "cxx") set(SWIG_EXTRA_LIBRARIES "") set(SWIG_JAVA_EXTRA_FILE_EXTENSIONS ".java" "JNI.java") set(SWIG_MODULE_JAVA_LANGUAGE "JAVA") set(SWIG_MODULE_JAVA_SWIG_LANGUAGE_FLAG "java") set(CMAKE_SWIG_OUTDIR "${CMAKE_CURRENT_BINARY_DIR}/java") include_directories(Java_INCLUDE_DIRS) include_directories(JNI_INCLUDE_DIRS) include_directories($ENV{JAVA_HOME}/include) if(WIN32) file(MAKE_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/com/microsoft/ml/lightgbm/windows/x86_64") include_directories($ENV{JAVA_HOME}/include/win32) elseif(APPLE) file(MAKE_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/com/microsoft/ml/lightgbm/osx/x86_64") include_directories($ENV{JAVA_HOME}/include/darwin) else() file(MAKE_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/com/microsoft/ml/lightgbm/linux/x86_64") include_directories($ENV{JAVA_HOME}/include/linux) endif() endif() set(EIGEN_DIR "${PROJECT_SOURCE_DIR}/external_libs/eigen") include_directories(${EIGEN_DIR}) # See https://gitlab.com/libeigen/eigen/-/blob/master/COPYING.README add_definitions(-DEIGEN_MPL2_ONLY) add_definitions(-DEIGEN_DONT_PARALLELIZE) if(__BUILD_FOR_R) find_package(LibR REQUIRED) message(STATUS "LIBR_EXECUTABLE: ${LIBR_EXECUTABLE}") message(STATUS "LIBR_INCLUDE_DIRS: ${LIBR_INCLUDE_DIRS}") message(STATUS "LIBR_CORE_LIBRARY: ${LIBR_CORE_LIBRARY}") include_directories(${LIBR_INCLUDE_DIRS}) add_definitions(-DLGB_R_BUILD) endif() if(USE_TIMETAG) add_definitions(-DTIMETAG) endif() if(USE_DEBUG) add_definitions(-DDEBUG) endif() if(USE_MPI) find_package(MPI REQUIRED) add_definitions(-DUSE_MPI) else() add_definitions(-DUSE_SOCKET) endif() if(USE_CUDA) set(CMAKE_CUDA_HOST_COMPILER "${CMAKE_CXX_COMPILER}") enable_language(CUDA) set(USE_OPENMP ON CACHE BOOL "CUDA requires OpenMP" FORCE) endif() if(USE_OPENMP) if(APPLE) find_package(OpenMP) if(NOT OpenMP_FOUND) # libomp 15.0+ from brew is keg-only, so have to search in other locations. # See https://github.com/Homebrew/homebrew-core/issues/112107#issuecomment-1278042927. execute_process(COMMAND brew --prefix libomp OUTPUT_VARIABLE HOMEBREW_LIBOMP_PREFIX OUTPUT_STRIP_TRAILING_WHITESPACE) set(OpenMP_C_FLAGS "-Xpreprocessor -fopenmp -I${HOMEBREW_LIBOMP_PREFIX}/include") set(OpenMP_CXX_FLAGS "-Xpreprocessor -fopenmp -I${HOMEBREW_LIBOMP_PREFIX}/include") set(OpenMP_C_LIB_NAMES omp) set(OpenMP_CXX_LIB_NAMES omp) set(OpenMP_omp_LIBRARY ${HOMEBREW_LIBOMP_PREFIX}/lib/libomp.dylib) find_package(OpenMP REQUIRED) endif() else() find_package(OpenMP REQUIRED) endif() set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}") endif() if(USE_GPU) set(BOOST_COMPUTE_HEADER_DIR ${PROJECT_SOURCE_DIR}/external_libs/compute/include) include_directories(${BOOST_COMPUTE_HEADER_DIR}) find_package(OpenCL REQUIRED) include_directories(${OpenCL_INCLUDE_DIRS}) message(STATUS "OpenCL include directory: " ${OpenCL_INCLUDE_DIRS}) if(WIN32) set(Boost_USE_STATIC_LIBS ON) endif() find_package(Boost 1.56.0 COMPONENTS filesystem system REQUIRED) if(WIN32) # disable autolinking in boost add_definitions(-DBOOST_ALL_NO_LIB) endif() include_directories(${Boost_INCLUDE_DIRS}) add_definitions(-DUSE_GPU) endif() if(__INTEGRATE_OPENCL) if(APPLE) message(FATAL_ERROR "Integrated OpenCL build is not available on macOS") else() include(cmake/IntegratedOpenCL.cmake) add_definitions(-DUSE_GPU) endif() endif() if(USE_CUDA) find_package(CUDA 10.0 REQUIRED) include_directories(${CUDA_INCLUDE_DIRS}) set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -Xcompiler=${OpenMP_CXX_FLAGS} -Xcompiler=-fPIC -Xcompiler=-Wall") set(CUDA_ARCHS "6.0" "6.1" "6.2" "7.0") if(CUDA_VERSION VERSION_GREATER_EQUAL "10.0") list(APPEND CUDA_ARCHS "7.5") endif() if(CUDA_VERSION VERSION_GREATER_EQUAL "11.0") list(APPEND CUDA_ARCHS "8.0") endif() if(CUDA_VERSION VERSION_GREATER_EQUAL "11.1") list(APPEND CUDA_ARCHS "8.6") endif() list(POP_BACK CUDA_ARCHS CUDA_LAST_SUPPORTED_ARCH) list(APPEND CUDA_ARCHS "${CUDA_LAST_SUPPORTED_ARCH}+PTX") cuda_select_nvcc_arch_flags(CUDA_ARCH_FLAGS ${CUDA_ARCHS}) string(REPLACE ";" " " CUDA_ARCH_FLAGS "${CUDA_ARCH_FLAGS}") set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} ${CUDA_ARCH_FLAGS}") if(USE_DEBUG) set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -g") else() set(CMAKE_CUDA_FLAGS "${CMAKE_CUDA_FLAGS} -O3 -lineinfo") endif() message(STATUS "CMAKE_CUDA_FLAGS: ${CMAKE_CUDA_FLAGS}") add_definitions(-DUSE_CUDA) if(NOT DEFINED CMAKE_CUDA_STANDARD) set(CMAKE_CUDA_STANDARD 11) set(CMAKE_CUDA_STANDARD_REQUIRED ON) endif() set( BASE_DEFINES -DPOWER_FEATURE_WORKGROUPS=12 -DUSE_CONSTANT_BUF=0 ) set( ALLFEATS_DEFINES ${BASE_DEFINES} -DENABLE_ALL_FEATURES ) set( FULLDATA_DEFINES ${ALLFEATS_DEFINES} -DIGNORE_INDICES ) message(STATUS "ALLFEATS_DEFINES: ${ALLFEATS_DEFINES}") message(STATUS "FULLDATA_DEFINES: ${FULLDATA_DEFINES}") function(add_histogram hsize hname hadd hconst hdir) add_library(histo${hsize}${hname} OBJECT src/treelearner/kernels/histogram${hsize}.cu) set_target_properties(histo${hsize}${hname} PROPERTIES CUDA_SEPARABLE_COMPILATION ON) set_target_properties(histo${hsize}${hname} PROPERTIES CUDA_ARCHITECTURES OFF) if(hadd) list(APPEND histograms histo${hsize}${hname}) set(histograms ${histograms} PARENT_SCOPE) endif() target_compile_definitions( histo${hsize}${hname} PRIVATE -DCONST_HESSIAN=${hconst} ${hdir} ) endfunction() foreach(hsize _16_64_256) add_histogram("${hsize}" "_sp_const" "True" "1" "${BASE_DEFINES}") add_histogram("${hsize}" "_sp" "True" "0" "${BASE_DEFINES}") add_histogram("${hsize}" "-allfeats_sp_const" "False" "1" "${ALLFEATS_DEFINES}") add_histogram("${hsize}" "-allfeats_sp" "False" "0" "${ALLFEATS_DEFINES}") add_histogram("${hsize}" "-fulldata_sp_const" "True" "1" "${FULLDATA_DEFINES}") add_histogram("${hsize}" "-fulldata_sp" "True" "0" "${FULLDATA_DEFINES}") endforeach() endif() if(USE_HDFS) find_package(JNI REQUIRED) find_path(HDFS_INCLUDE_DIR hdfs.h REQUIRED) find_library(HDFS_LIB NAMES hdfs REQUIRED) include_directories(${HDFS_INCLUDE_DIR}) add_definitions(-DUSE_HDFS) set(HDFS_CXX_LIBRARIES ${HDFS_LIB} ${JAVA_JVM_LIBRARY}) endif() include(CheckCXXSourceCompiles) check_cxx_source_compiles(" #include int main() { int a = 0; _mm_prefetch(&a, _MM_HINT_NTA); return 0; } " MM_PREFETCH) if(${MM_PREFETCH}) message(STATUS "Using _mm_prefetch") add_definitions(-DMM_PREFETCH) endif() include(CheckCXXSourceCompiles) check_cxx_source_compiles(" #include int main() { char *a = (char*)_mm_malloc(8, 16); _mm_free(a); return 0; } " MM_MALLOC) if(${MM_MALLOC}) message(STATUS "Using _mm_malloc") add_definitions(-DMM_MALLOC) endif() if(UNIX OR MINGW OR CYGWIN) set( CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11 -pthread -Wextra -Wall -Wno-ignored-attributes -Wno-unknown-pragmas -Wno-return-type" ) if(USE_DEBUG) set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -g -O0") else() set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -O3") endif() if(USE_SWIG) set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-strict-aliasing") endif() if(NOT USE_OPENMP) set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-unknown-pragmas -Wno-unused-private-field") endif() if(__BUILD_FOR_R AND CMAKE_CXX_COMPILER_ID STREQUAL "GNU") set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-cast-function-type") endif() endif() if(WIN32 AND MINGW) set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -static-libstdc++") endif() # Check if inet_pton is already available, to avoid conflicts with the implementation in LightGBM. # As of 2022, MinGW started including a definition of inet_pton. if(WIN32) include(CheckSymbolExists) list(APPEND CMAKE_REQUIRED_LIBRARIES "ws2_32") check_symbol_exists(inet_pton "ws2tcpip.h" WIN_INET_PTON_FOUND) if(WIN_INET_PTON_FOUND) add_definitions(-DWIN_HAS_INET_PTON) endif() list(REMOVE_ITEM CMAKE_REQUIRED_LIBRARIES "ws2_32") endif() if(MSVC) set( variables CMAKE_C_FLAGS_DEBUG CMAKE_C_FLAGS_MINSIZEREL CMAKE_C_FLAGS_RELEASE CMAKE_C_FLAGS_RELWITHDEBINFO CMAKE_CXX_FLAGS_DEBUG CMAKE_CXX_FLAGS_MINSIZEREL CMAKE_CXX_FLAGS_RELEASE CMAKE_CXX_FLAGS_RELWITHDEBINFO ) set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /W4 /MP") if(USE_DEBUG) set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /Od") else() set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /O2 /Ob2 /Oi /Ot /Oy") endif() else() if(NOT BUILD_STATIC_LIB) set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fPIC") endif() if(NOT USE_DEBUG) set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -funroll-loops") endif() endif() set(LightGBM_HEADER_DIR ${PROJECT_SOURCE_DIR}/include) set(EXECUTABLE_OUTPUT_PATH ${PROJECT_SOURCE_DIR}) set(LIBRARY_OUTPUT_PATH ${PROJECT_SOURCE_DIR}) include_directories(${LightGBM_HEADER_DIR}) if(APPLE) if(APPLE_OUTPUT_DYLIB) set(CMAKE_SHARED_LIBRARY_SUFFIX ".dylib") else() set(CMAKE_SHARED_LIBRARY_SUFFIX ".so") endif() endif() if(USE_MPI) include_directories(${MPI_CXX_INCLUDE_PATH}) endif() file( GLOB SOURCES src/boosting/*.cpp src/io/*.cpp src/metric/*.cpp src/objective/*.cpp src/network/*.cpp src/treelearner/*.cpp if(USE_CUDA) src/treelearner/*.cu src/boosting/cuda/*.cpp src/boosting/cuda/*.cu src/metric/cuda/*.cpp src/metric/cuda/*.cu src/objective/cuda/*.cpp src/objective/cuda/*.cu src/treelearner/cuda/*.cpp src/treelearner/cuda/*.cu src/io/cuda/*.cu src/io/cuda/*.cpp src/cuda/*.cpp src/cuda/*.cu endif() ) add_library(lightgbm_objs OBJECT ${SOURCES}) if(BUILD_CLI) add_executable(lightgbm src/main.cpp src/application/application.cpp) target_link_libraries(lightgbm PRIVATE lightgbm_objs) endif() set(API_SOURCES "src/c_api.cpp") # Only build the R part of the library if building for # use with the R package if(__BUILD_FOR_R) list(APPEND API_SOURCES "src/lightgbm_R.cpp") endif() add_library(lightgbm_capi_objs OBJECT ${API_SOURCES}) if(BUILD_STATIC_LIB) add_library(_lightgbm STATIC) else() add_library(_lightgbm SHARED) endif() # LightGBM headers include openmp, cuda, R etc. headers, # thus PUBLIC is required for building _lightgbm_swig target. target_link_libraries(_lightgbm PUBLIC lightgbm_capi_objs lightgbm_objs) if(MSVC) set_target_properties(_lightgbm PROPERTIES OUTPUT_NAME "lib_lightgbm") endif() if(USE_SWIG) set_property(SOURCE swig/lightgbmlib.i PROPERTY CPLUSPLUS ON) list(APPEND swig_options -package com.microsoft.ml.lightgbm) set_property(SOURCE swig/lightgbmlib.i PROPERTY SWIG_FLAGS "${swig_options}") swig_add_library(_lightgbm_swig LANGUAGE java SOURCES swig/lightgbmlib.i) swig_link_libraries(_lightgbm_swig _lightgbm) # needed to ensure Linux build does not have lib prefix specified twice, e.g. liblib_lightgbm_swig set_target_properties(_lightgbm_swig PROPERTIES PREFIX "") # needed in some versions of CMake for VS and MinGW builds to ensure output dll has lib prefix set_target_properties(_lightgbm_swig PROPERTIES OUTPUT_NAME "lib_lightgbm_swig") if(WIN32) if(MINGW OR CYGWIN) add_custom_command( TARGET _lightgbm_swig POST_BUILD COMMAND "${Java_JAVAC_EXECUTABLE}" -d . java/*.java COMMAND "${CMAKE_COMMAND}" -E copy_if_different "${PROJECT_SOURCE_DIR}/lib_lightgbm.dll" com/microsoft/ml/lightgbm/windows/x86_64 COMMAND "${CMAKE_COMMAND}" -E copy_if_different "${PROJECT_SOURCE_DIR}/lib_lightgbm_swig.dll" com/microsoft/ml/lightgbm/windows/x86_64 COMMAND "${Java_JAR_EXECUTABLE}" -cf lightgbmlib.jar com ) else() add_custom_command( TARGET _lightgbm_swig POST_BUILD COMMAND "${Java_JAVAC_EXECUTABLE}" -d . java/*.java COMMAND cp "${PROJECT_SOURCE_DIR}/Release/*.dll" com/microsoft/ml/lightgbm/windows/x86_64 COMMAND "${Java_JAR_EXECUTABLE}" -cf lightgbmlib.jar com ) endif() elseif(APPLE) add_custom_command( TARGET _lightgbm_swig POST_BUILD COMMAND "${Java_JAVAC_EXECUTABLE}" -d . java/*.java COMMAND cp "${PROJECT_SOURCE_DIR}/*.dylib" com/microsoft/ml/lightgbm/osx/x86_64 COMMAND cp "${PROJECT_SOURCE_DIR}/lib_lightgbm_swig.jnilib" com/microsoft/ml/lightgbm/osx/x86_64/lib_lightgbm_swig.dylib COMMAND "${Java_JAR_EXECUTABLE}" -cf lightgbmlib.jar com ) else() add_custom_command( TARGET _lightgbm_swig POST_BUILD COMMAND "${Java_JAVAC_EXECUTABLE}" -d . java/*.java COMMAND cp "${PROJECT_SOURCE_DIR}/*.so" com/microsoft/ml/lightgbm/linux/x86_64 COMMAND "${Java_JAR_EXECUTABLE}" -cf lightgbmlib.jar com ) endif() endif() if(USE_MPI) target_link_libraries(lightgbm_objs PUBLIC ${MPI_CXX_LIBRARIES}) endif() if(USE_OPENMP) if(CMAKE_CXX_COMPILER_ID STREQUAL "AppleClang") target_link_libraries(lightgbm_objs PUBLIC OpenMP::OpenMP_CXX) # c_api headers also includes OpenMP headers, thus compiling # lightgbm_capi_objs needs include directory for OpenMP. # Specifying OpenMP in target_link_libraries will get include directory # requirements for compilation. # This uses CMake's Transitive Usage Requirements. Refer to CMake doc: # https://cmake.org/cmake/help/v3.16/manual/cmake-buildsystem.7.html#transitive-usage-requirements target_link_libraries(lightgbm_capi_objs PUBLIC OpenMP::OpenMP_CXX) endif() endif() if(USE_GPU) target_link_libraries(lightgbm_objs PUBLIC ${OpenCL_LIBRARY} ${Boost_LIBRARIES}) endif() if(__INTEGRATE_OPENCL) # targets OpenCL and Boost are added in IntegratedOpenCL.cmake add_dependencies(lightgbm_objs OpenCL Boost) # variables INTEGRATED_OPENCL_* are set in IntegratedOpenCL.cmake target_include_directories(lightgbm_objs PRIVATE ${INTEGRATED_OPENCL_INCLUDES}) target_compile_definitions(lightgbm_objs PRIVATE ${INTEGRATED_OPENCL_DEFINITIONS}) target_link_libraries(lightgbm_objs PUBLIC ${INTEGRATED_OPENCL_LIBRARIES} ${CMAKE_DL_LIBS}) endif() if(USE_CUDA) # Disable cmake warning about policy CMP0104. Refer to issue #3754 and PR #4268. # Custom target properties does not propagate, thus we need to specify for # each target that contains or depends on cuda source. set_target_properties(lightgbm_objs PROPERTIES CUDA_ARCHITECTURES OFF) set_target_properties(_lightgbm PROPERTIES CUDA_ARCHITECTURES OFF) if(BUILD_CLI) set_target_properties(lightgbm PROPERTIES CUDA_ARCHITECTURES OFF) endif() set_target_properties(lightgbm_objs PROPERTIES CUDA_SEPARABLE_COMPILATION ON) # Device linking is not supported for object libraries. # Thus we have to specify them on final targets. if(BUILD_CLI) set_target_properties(lightgbm PROPERTIES CUDA_RESOLVE_DEVICE_SYMBOLS ON) endif() set_target_properties(_lightgbm PROPERTIES CUDA_RESOLVE_DEVICE_SYMBOLS ON) # histograms are list of object libraries. Linking object library to other # object libraries only gets usage requirements, the linked objects won't be # used. Thus we have to call target_link_libraries on final targets here. if(BUILD_CLI) target_link_libraries(lightgbm PRIVATE ${histograms}) endif() target_link_libraries(_lightgbm PRIVATE ${histograms}) endif() if(USE_HDFS) target_link_libraries(lightgbm_objs PUBLIC ${HDFS_CXX_LIBRARIES}) endif() if(WIN32) if(MINGW OR CYGWIN) target_link_libraries(lightgbm_objs PUBLIC ws2_32 iphlpapi) endif() endif() if(__BUILD_FOR_R) # utils/log.h and capi uses R headers, thus both object libraries need to link # with R lib. if(MSVC) set(R_LIB ${LIBR_MSVC_CORE_LIBRARY}) else() set(R_LIB ${LIBR_CORE_LIBRARY}) endif() target_link_libraries(lightgbm_objs PUBLIC ${R_LIB}) target_link_libraries(lightgbm_capi_objs PUBLIC ${R_LIB}) endif() #-- Google C++ tests if(BUILD_CPP_TEST) find_package(GTest CONFIG) if(NOT GTEST_FOUND) message(STATUS "Did not find Google Test in the system root. Fetching Google Test now...") include(FetchContent) FetchContent_Declare( googletest GIT_REPOSITORY https://github.com/google/googletest.git GIT_TAG release-1.11.0 ) FetchContent_MakeAvailable(googletest) add_library(GTest::GTest ALIAS gtest) endif() set(LightGBM_TEST_HEADER_DIR ${PROJECT_SOURCE_DIR}/tests/cpp_tests) include_directories(${LightGBM_TEST_HEADER_DIR}) file(GLOB CPP_TEST_SOURCES tests/cpp_tests/*.cpp) if(MSVC) set( CompilerFlags CMAKE_CXX_FLAGS CMAKE_CXX_FLAGS_DEBUG CMAKE_CXX_FLAGS_RELEASE CMAKE_C_FLAGS CMAKE_C_FLAGS_DEBUG CMAKE_C_FLAGS_RELEASE ) foreach(CompilerFlag ${CompilerFlags}) string(REPLACE "/MD" "/MT" ${CompilerFlag} "${${CompilerFlag}}") endforeach() endif() add_executable(testlightgbm ${CPP_TEST_SOURCES}) target_link_libraries(testlightgbm PRIVATE lightgbm_objs lightgbm_capi_objs GTest::GTest) endif() if(BUILD_CLI) install( TARGETS lightgbm RUNTIME DESTINATION ${CMAKE_INSTALL_PREFIX}/bin ) endif() if(__BUILD_FOR_PYTHON) set(CMAKE_INSTALL_PREFIX "lightgbm") endif() install( TARGETS _lightgbm RUNTIME DESTINATION ${CMAKE_INSTALL_PREFIX}/bin LIBRARY DESTINATION ${CMAKE_INSTALL_PREFIX}/lib ARCHIVE DESTINATION ${CMAKE_INSTALL_PREFIX}/lib ) if(INSTALL_HEADERS) install(DIRECTORY ${LightGBM_HEADER_DIR}/LightGBM DESTINATION ${CMAKE_INSTALL_PREFIX}/include) endif()