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cmake_minimum_required(VERSION 3.11)
project(mlpack C CXX)
include(CMake/CheckHash.cmake)
include(CMake/ConfigureCrossCompile.cmake)
include(CMake/CheckAtomic.cmake)
include(CMake/mlpack.cmake)
# First, define all the compilation options.
option(DEBUG "Compile with debugging information." OFF)
option(PROFILE "Compile with profiling information." OFF)
option(ARMA_EXTRA_DEBUG "Compile with extra Armadillo debugging symbols." OFF)
option(TEST_VERBOSE "Run test cases with verbose output." OFF)
option(BUILD_TESTS "Build tests. (Note: time consuming!)" OFF)
option(BUILD_CLI_EXECUTABLES "Build command-line executables." ON)
option(DOWNLOAD_DEPENDENCIES "Automatically download dependencies if not available." OFF)
option(BUILD_GO_SHLIB "Build Go shared library." OFF)
option(USE_PRECOMPILED_HEADERS "Use precompiled headers for mlpack_test build." ON)
option(USE_SYSTEM_STB "Use system STB instead of version bundled with mlpack." OFF)
if (NOT CMAKE_BUILD_TYPE)
set(CMAKE_BUILD_TYPE "Release")
endif()
if (PROFILE)
message(WARNING "The PROFILE option is deprecated and will be removed in mlpack 5.0.0; specify -DCMAKE_CXX_FLAGS=\"-pg\" instead!")
endif()
# Consider using ccache
find_program(CCACHE_PROGRAM ccache)
if(CCACHE_PROGRAM)
set_property(GLOBAL PROPERTY RULE_LAUNCH_COMPILE "${CCACHE_PROGRAM}")
endif()
# If BUILD_SHARED_LIBS is OFF then the mlpack library will be built statically.
# In addition, all mlpack CLI bindings will be linked statically as well.
if (WIN32)
option(BUILD_SHARED_LIBS
"Compile shared objects for tests and bindings (if OFF, static libraries and binaries are compiled)." OFF)
set(DLL_COPY_DIRS "" CACHE STRING "List of directories (separated by ';') containing DLLs to copy for runtime.")
set(DLL_COPY_LIBS "" CACHE STRING "List of DLLs (separated by ';') that should be copied for runtime.")
elseif(CMAKE_CROSSCOMPILING)
option(BUILD_SHARED_LIBS
"Compile shared libraries (if OFF, static libraries and binaries are compiled)." OFF)
else()
option(BUILD_SHARED_LIBS
"Compile shared objects for tests and bindings (if OFF, static libraries and binaries are compiled)." ON)
endif()
# Support preference of static libs by adjusting CMAKE_FIND_LIBRARY_SUFFIXES.
if (NOT BUILD_SHARED_LIBS)
if(WIN32)
list(INSERT CMAKE_FIND_LIBRARY_SUFFIXES 0 .lib .a)
else()
set(CMAKE_FIND_LIBRARY_SUFFIXES .a)
endif()
endif()
# Detect whether the user passed BUILD_PYTHON_BINDINGS in order to determine if
# we should fail if Python isn't found.
if (BUILD_PYTHON_BINDINGS)
set(FORCE_BUILD_PYTHON_BINDINGS ON)
else()
set(FORCE_BUILD_PYTHON_BINDINGS OFF)
endif()
option(BUILD_PYTHON_BINDINGS "Build Python bindings." OFF)
# Detect whether the user passed BUILD_JULIA_BINDINGS in order to determine if
# we should fail if Julia isn't found.
if (BUILD_JULIA_BINDINGS)
set(FORCE_BUILD_JULIA_BINDINGS ON)
else()
set(FORCE_BUILD_JULIA_BINDINGS OFF)
endif()
option(BUILD_JULIA_BINDINGS "Build Julia bindings." OFF)
# Detect whether the user passed BUILD_GO_BINDINGS in order to determine if
# we should fail if Go isn't found.
if (BUILD_GO_BINDINGS)
set(FORCE_BUILD_GO_BINDINGS ON)
else()
set(FORCE_BUILD_GO_BINDINGS OFF)
endif()
option(BUILD_GO_BINDINGS "Build Go bindings." OFF)
# If building Go bindings then build go shared libraries.
if (BUILD_GO_BINDINGS)
set(BUILD_GO_SHLIB ON)
endif()
# Detect whether the user passed BUILD_R_BINDINGS in order to determine if
# we should fail if R isn't found.
if (BUILD_R_BINDINGS)
set(FORCE_BUILD_R_BINDINGS ON)
else()
set(FORCE_BUILD_R_BINDINGS OFF)
endif()
option(BUILD_R_BINDINGS "Build R bindings." OFF)
# Build Markdown bindings for documentation. This is used as part of website
# generation.
option(BUILD_MARKDOWN_BINDINGS "Build Markdown bindings for website documentation." OFF)
option(USE_OPENMP "If available, use OpenMP for parallelization." ON)
enable_testing()
# Ensure that GCC is new enough, if the compiler is GCC.
if (CMAKE_COMPILER_IS_GNUCC AND CMAKE_CXX_COMPILER_VERSION VERSION_LESS 8)
message(FATAL_ERROR "GCC version (${CMAKE_CXX_COMPILER_VERSION}) is too old! 8.x or newer is required.")
endif ()
# Include modules in the CMake directory.
set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_CURRENT_SOURCE_DIR}/CMake")
# If we are not using Visual Studio, use the GNU install directories module.
# Otherwise set the values manually.
if (NOT MSVC)
include(GNUInstallDirs)
else ()
set(CMAKE_INSTALL_BINDIR ${CMAKE_INSTALL_PREFIX}/bin)
set(CMAKE_INSTALL_LIBDIR ${CMAKE_INSTALL_PREFIX}/lib)
set(CMAKE_INSTALL_MANDIR ${CMAKE_INSTALL_PREFIX}/man)
set(CMAKE_INSTALL_DOCDIR ${CMAKE_INSTALL_PREFIX}/share/doc/mlpack)
set(CMAKE_INSTALL_INCLUDEDIR ${CMAKE_INSTALL_PREFIX}/include)
endif ()
# This is as of yet unused.
# option(PGO "Use profile-guided optimization if not a debug build" ON)
# Set the CFLAGS and CXXFLAGS depending on the options the user specified.
# Only GCC-like compilers support -Wextra, and other compilers give tons of
# output for -Wall, so only -Wall and -Wextra on GCC.
if (CMAKE_COMPILER_IS_GNUCC OR "${CMAKE_CXX_COMPILER_ID}" STREQUAL "Clang")
# Ensure that we can't compile with clang 3.4, since this causes strange
# issues.
if (CMAKE_CXX_COMPILER_VERSION VERSION_LESS 3.5)
message(FATAL_ERROR "mlpack does not build correctly with clang < 3.5. "
"Please upgrade your compiler and reconfigure mlpack.")
endif ()
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall -Wextra -ftemplate-depth=1000")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -Wall -Wextra")
# To remove unused functions warnings as well as missing-field-inits (from STB)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-unused-function -Wno-missing-field-initializers")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -Wno-unused-function")
endif()
# Check if atomics need -latomic linking.
#include(CheckAtomic)
if (NOT HAVE_CXX_ATOMICS_WITHOUT_LIB AND
NOT HAVE_CXX_ATOMICS64_WITHOUT_LIB AND
NOT MSVC)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -latomic")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -latomic")
endif ()
# If we are using MSVC, we need /bigobj.
if (MSVC)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} /bigobj /Zc:__cplusplus")
endif ()
# If we are using MINGW, we need sections and big-obj, otherwise we create too
# many sections.
if (CMAKE_COMPILER_IS_GNUCC AND WIN32)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wa,-mbig-obj")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -Wa,-mbig-obj")
endif()
# If using clang, we have to link against libc++ depending on the
# OS (at least on some systems). Further, gcc sometimes optimizes calls to
# math.h functions, making -lm unnecessary with gcc, but it may still be
# necessary with clang.
if ("${CMAKE_CXX_COMPILER_ID}" STREQUAL "Clang")
if (APPLE)
# Detect OS X version. Use '/usr/bin/sw_vers -productVersion' to
# extract V from '10.V.x'.
exec_program(/usr/bin/sw_vers ARGS
-productVersion OUTPUT_VARIABLE MACOSX_VERSION_RAW)
string(REGEX REPLACE
"([0-9]+)(\\.([0-9]+).*)*" "\\1"
MACOSX_MAJOR_VERSION
"${MACOSX_VERSION_RAW}")
string(REGEX REPLACE
"([0-9]+)(\\.([0-9]+).*)*" "\\3"
MACOSX_MINOR_VERSION
"${MACOSX_VERSION_RAW}")
endif()
# Link everything with -lm.
set(MLPACK_LIBRARIES ${MLPACK_LIBRARIES} "m")
# Use -pthread, but not on OS X.
if (NOT APPLE)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -pthread")
endif ()
endif()
# Debugging CFLAGS. Turn optimizations off; turn debugging symbols on.
set (BFD_DL_AVAILABLE "NO")
if (DEBUG)
message(WARNING "The DEBUG option is deprecated and will be removed in mlpack 5.0.0; specify CMAKE_BUILD_TYPE as \"Debug\" instead!")
endif ()
if (CMAKE_BUILD_TYPE STREQUAL "Debug" OR DEBUG)
if (NOT MSVC)
add_definitions(-DDEBUG)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -g -ftemplate-backtrace-limit=0")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -std=c99 -g")
endif()
# mlpack uses it's own mlpack::backtrace class based on Binary File Descriptor
# <bfd.h> and linux Dynamic Loader <libdl.h> and more portable version in
# future. However, if we are cross-compiling, we cannot run the CMake tests
# for LibDL and BFD.
if (CMAKE_SYSTEM_NAME STREQUAL "Linux" AND NOT CMAKE_CROSSCOMPILING)
find_package(Bfd)
find_package(LibDL)
if (LIBBFD_FOUND AND LIBDL_FOUND)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -rdynamic")
set(MLPACK_INCLUDE_DIRS ${MLPACK_INCLUDE_DIRS} ${LIBBFD_INCLUDE_DIRS}
${LIBDL_INCLUDE_DIRS})
set(MLPACK_LIBRARIES ${MLPACK_LIBRARIES} ${LIBBFD_LIBRARIES}
${LIBDL_LIBRARIES})
set(BFD_DL_AVAILABLE "YES")
else()
message(WARNING "No libBFD and/or libDL has been found!")
endif()
endif()
endif()
# Profiling CFLAGS. Turn profiling information on.
if (CMAKE_COMPILER_IS_GNUCC AND PROFILE)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -pg")
set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -pg")
set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} -pg")
endif()
# If the user asked for extra Armadillo debugging output, turn that on.
if (ARMA_EXTRA_DEBUG)
add_definitions(-DARMA_EXTRA_DEBUG)
endif()
if (NOT USE_OPENMP)
set(MLPACK_DISABLE_OPENMP ON)
endif()
if (USE_SYSTEM_STB)
set(MLPACK_USE_SYSTEM_STB ON)
endif ()
set(MLPACK_DONT_FIND_MLPACK 1)
if (CMAKE_CROSSCOMPILING OR DOWNLOAD_DEPENDENCIES)
fetch_mlpack(ON)
else()
find_mlpack()
endif()
unset(MLPACK_DONT_FIND_MLPACK)
# Include directories for the previous dependencies.
set(MLPACK_INCLUDE_DIRS ${MLPACK_INCLUDE_DIRS} ${ARMADILLO_INCLUDE_DIRS})
set(MLPACK_LIBRARIES ${MLPACK_LIBRARIES} ${ARMADILLO_LIBRARIES})
if (USE_SYSTEM_STB)
# Make sure that we can link STB in multiple translation units.
include(CMake/TestStaticSTB.cmake)
if (NOT CMAKE_HAS_WORKING_STATIC_STB)
message(FATAL_ERROR "STB implementations's static mode cannot link across "
"multiple translation units! Try upgrading your STB implementation, "
"or using the auto-downloader (set DOWNLOAD_DEPENDENCIES=ON in the "
"CMake configuration command.")
endif()
endif()
include_directories(BEFORE ${MLPACK_INCLUDE_DIRS})
include_directories(BEFORE ${CMAKE_CURRENT_SOURCE_DIR}/src/)
# On Windows, things end up under Debug/ or Release/.
if (WIN32)
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR})
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR})
set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR})
# Copy all necessary DLLs for runtime to the build directory.
# This is a little hackish, but I can't figure out clear ways to make CMake
# consistently link everything 100% statically across platforms or set the
# runtime path right always, so this is the best I know how to do for now.
foreach(dir ${DLL_COPY_DIRS})
file(GLOB dir_dll_list "${dir}/*.dll")
file(COPY ${dir_dll_list} DESTINATION ${CMAKE_BINARY_DIR}/Release/)
file(COPY ${dir_dll_list} DESTINATION ${CMAKE_BINARY_DIR}/Debug/)
endforeach ()
foreach(file ${DLL_COPY_LIBS})
file(COPY ${file} DESTINATION ${CMAKE_BINARY_DIR}/Release/)
file(COPY ${file} DESTINATION ${CMAKE_BINARY_DIR}/Debug/)
endforeach()
else ()
# If not on Windows, put them under more standard UNIX-like places. This is
# necessary, otherwise they would all end up in
# ${CMAKE_BINARY_DIR}/src/mlpack/methods/... or somewhere else random like
# that.
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/lib/)
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/bin/)
set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/lib/)
endif ()
# Make a target to generate the man page documentation, but only if we are on a
# UNIX-like system.
if (BUILD_CLI_EXECUTABLES AND UNIX)
find_program(TXT2MAN txt2man)
# It's not a requirement that we make man pages.
if (NOT TXT2MAN)
message(WARNING "txt2man not found; man pages will not be generated.")
else ()
# We have the tools. We can make them.
add_custom_target(man ALL
${CMAKE_CURRENT_SOURCE_DIR}/CMake/allexec2man.sh
${CMAKE_CURRENT_SOURCE_DIR}/CMake/exec2man.sh
${CMAKE_BINARY_DIR}/share/man
WORKING_DIRECTORY
${CMAKE_BINARY_DIR}/bin
COMMENT "Generating man pages from built executables."
)
# Set the rules to install the documentation.
install(DIRECTORY "${CMAKE_BINARY_DIR}/share/man/"
DESTINATION "${CMAKE_INSTALL_MANDIR}")
endif ()
endif ()
# Modify config.hpp as necessary.
file(READ ${CMAKE_CURRENT_SOURCE_DIR}/src/mlpack/config.hpp CONFIG_CONTENTS)
if (BFD_DL_AVAILABLE)
string(REGEX REPLACE "// #define MLPACK_HAS_BFD_DL\n"
"#define MLPACK_HAS_BFD_DL\n" CONFIG_CONTENTS "${CONFIG_CONTENTS}")
endif ()
if (USING_GIT)
string(REGEX REPLACE "// #define MLPACK_GIT_VERSION\n"
"#define MLPACK_GIT_VERSION\n" CONFIG_CONTENTS "${CONFIG_CONTENTS}")
endif ()
if (USE_SYSTEM_STB)
string(REGEX REPLACE "// #define MLPACK_USE_SYSTEM_STB\n"
"#define MLPACK_USE_SYSTEM_STB\n" CONFIG_CONTENTS "${CONFIG_CONTENTS}")
endif()
file(WRITE ${CMAKE_BINARY_DIR}/include/mlpack/config-local.hpp "${CONFIG_CONTENTS}")
include_directories(${CMAKE_BINARY_DIR}/include/)
add_definitions(-DMLPACK_CUSTOM_CONFIG_FILE=mlpack/config-local.hpp)
# Finally, add any cross-compilation support libraries (they may need to come
# last). If we are not cross-compiling, no changes will happen here.
set(MLPACK_LIBRARIES ${MLPACK_LIBRARIES} ${CROSS_COMPILE_SUPPORT_LIBRARIES})
# Recurse into the rest of the project.
add_subdirectory(src/mlpack)
# Create the pkg-config file, if we have pkg-config.
find_package(PkgConfig)
if (PKG_CONFIG_FOUND)
# mlpack.pc must be generated as a separate target, otherwise it is possible
# that the given version could be out of date. We don't need to worry about
# the library or include directories changing, because CMake will re-run this
# portion of the code whenever any of those changes. But the version must be
# re-extracted every time the library is built.
# So, we have to parse our list of library directories, libraries, and include
# directories in order to get the correct line to give to pkg-config.
# Next, adapt the list of include directories.
list(REMOVE_DUPLICATES MLPACK_INCLUDE_DIRS)
foreach (incldir ${MLPACK_INCLUDE_DIRS})
# Filter out some obviously unnecessary directories.
if (NOT "${incldir}" STREQUAL "/usr/include")
set(MLPACK_INCLUDE_DIRS_STRING
"${MLPACK_INCLUDE_DIRS_STRING} -I${incldir}")
endif ()
endforeach ()
# Add the install directory too.
set(MLPACK_INCLUDE_DIRS_STRING
"${MLPACK_INCLUDE_DIRS_STRING} -I${CMAKE_INSTALL_PREFIX}/include/")
# Create the list of link directories.
set(MLPACK_LIBRARIES_LIST)
foreach (linkdir ${MLPACK_LIBRARY_DIRS})
list(APPEND MLPACK_LIBRARIES_LIST "-L${linkdir}")
endforeach ()
foreach(lib ${MLPACK_LIBRARIES})
string(SUBSTRING "${lib}" 0 1 first)
if ("${first}" STREQUAL "/")
# We need to split the directory and the library.
string(REGEX REPLACE "(.*/)[^/]*$" "\\1" library_dir "${lib}")
string(REGEX REPLACE ".*/lib([^/]*)[.][a-z]*[.]*$" "\\1" library_name "${lib}")
list(APPEND MLPACK_LIBRARIES_LIST "-L${library_dir}")
list(APPEND MLPACK_LIBRARIES_LIST "-l${library_name}")
elseif ("${first}" STREQUAL "-")
# This argument is already in the right format. (This happens with, e.g.,
# `-lpthread`.)
list(APPEND MLPACK_LIBRARIES_LIST "${lib}")
else ()
list(APPEND MLPACK_LIBRARIES_LIST "-l${lib}")
endif ()
endforeach ()
# Filter duplicate dependencies and directories.
list(REMOVE_DUPLICATES MLPACK_LIBRARIES_LIST)
# Filter out known unnecessary directories.
list(REMOVE_ITEM MLPACK_LIBRARIES_LIST
"-L/usr/lib"
"-L/usr/lib/"
"-L/usr/lib/x86_64-linux-gnu"
"-L/usr/lib/x86_64-linux-gnu/"
"-L/usr/lib/i386-linux-gnu"
"-L/usr/lib/i386-linux-gnu/")
string(REPLACE ";" " " MLPACK_LIBRARIES_STRING "${MLPACK_LIBRARIES_LIST}")
# Do first stage of configuration.
set(MLPACK_VERSION_STRING "@MLPACK_VERSION_STRING@")
configure_file(
${CMAKE_CURRENT_SOURCE_DIR}/CMake/mlpack.pc.in
${CMAKE_CURRENT_BINARY_DIR}/CMake/mlpack.pc.in.partial @ONLY)
add_custom_target(pkgconfig ALL
${CMAKE_COMMAND}
-D MLPACK_SOURCE_DIR="${CMAKE_CURRENT_SOURCE_DIR}"
-P "${CMAKE_CURRENT_SOURCE_DIR}/CMake/GeneratePkgConfig.cmake"
COMMENT "Generating mlpack.pc (pkg-config) file.")
install(FILES "${CMAKE_CURRENT_BINARY_DIR}/lib/pkgconfig/mlpack.pc"
DESTINATION "${CMAKE_INSTALL_LIBDIR}/pkgconfig/")
endif ()
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