CMakeLists.txt 10.7 KB
Newer Older
1
if(USE_GPU OR APPLE)
2
3
4
5
  cmake_minimum_required(VERSION 3.2)
else()
  cmake_minimum_required(VERSION 2.8)
endif()
Guolin Ke's avatar
Guolin Ke committed
6

7
PROJECT(lightgbm)
Guolin Ke's avatar
Guolin Ke committed
8

9
OPTION(USE_MPI "Enable MPI-based parallel learning" OFF)
10
OPTION(USE_OPENMP "Enable OpenMP" ON)
11
OPTION(USE_GPU "Enable GPU-accelerated training" OFF)
12
OPTION(USE_SWIG "Enable SWIG to generate Java API" OFF)
13
OPTION(USE_HDFS "Enable HDFS support (EXPERIMENTAL)" OFF)
14
OPTION(USE_R35 "Set to ON if your R version is not earlier than 3.5" OFF)
Guolin Ke's avatar
Guolin Ke committed
15
16
OPTION(USE_TIMETAG "Set to ON to output time costs" OFF)
OPTION(USE_DEBUG "Set to ON for Debug mode" OFF)
17
OPTION(BUILD_FOR_R "Set to ON if building lib_lightgbm for use with the R package" OFF)
18

19
20
if(APPLE)
    OPTION(APPLE_OUTPUT_DYLIB "Output dylib shared library" OFF)
21
endif(APPLE)
22

Qiwei Ye's avatar
Qiwei Ye committed
23
24
25
26
27
28
29
30
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()
31
32
33
34
elseif(CMAKE_CXX_COMPILER_ID STREQUAL "AppleClang")
  if(CMAKE_CXX_COMPILER_VERSION VERSION_LESS "8.1.0")
    message(FATAL_ERROR "Insufficient AppleClang version")
  endif()
35
  cmake_minimum_required(VERSION 3.16)
36
37
38
39
40
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)
41
endif()
Guolin Ke's avatar
Guolin Ke committed
42

43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
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)
58
59
60
  if(WIN32)
      FILE(MAKE_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/com/microsoft/ml/lightgbm/windows/x86_64")
      include_directories($ENV{JAVA_HOME}/include/win32)
61
62
63
  elseif(APPLE)
      FILE(MAKE_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/com/microsoft/ml/lightgbm/osx/x86_64")
      include_directories($ENV{JAVA_HOME}/include/darwin)
64
65
66
67
  else()
      FILE(MAKE_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/com/microsoft/ml/lightgbm/linux/x86_64")
      include_directories($ENV{JAVA_HOME}/include/linux)
  endif()
68
69
endif(USE_SWIG)

70
71
if(USE_R35)
    ADD_DEFINITIONS(-DR_VER_ABOVE_35)
72
endif(USE_R35)
73

74
if(BUILD_FOR_R)
75
76
77
78
79
80
    list(APPEND CMAKE_MODULE_PATH "${PROJECT_SOURCE_DIR}/cmake/modules")
    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})
81
82
83
    ADD_DEFINITIONS(-DLGB_R_BUILD)
endif(BUILD_FOR_R)

84
85
86
87
if(USE_TIMETAG)
    ADD_DEFINITIONS(-DTIMETAG)
endif(USE_TIMETAG)

Guolin Ke's avatar
Guolin Ke committed
88
89
90
91
if(USE_DEBUG)
    ADD_DEFINITIONS(-DDEBUG)
endif(USE_DEBUG)

Guolin Ke's avatar
Guolin Ke committed
92
if(USE_MPI)
Guolin Ke's avatar
Guolin Ke committed
93
94
    find_package(MPI REQUIRED)
    ADD_DEFINITIONS(-DUSE_MPI)
95
96
    MESSAGE(STATUS "MPI libraries: " ${MPI_LIBRARIES})
    MESSAGE(STATUS "MPI C++ libraries: " ${MPI_CXX_LIBRARIES})
Guolin Ke's avatar
Guolin Ke committed
97
else()
Guolin Ke's avatar
Guolin Ke committed
98
    ADD_DEFINITIONS(-DUSE_SOCKET)
Guolin Ke's avatar
Guolin Ke committed
99
endif(USE_MPI)
Guolin Ke's avatar
Guolin Ke committed
100

101
102
103
104
105
if(USE_OPENMP)
    find_package(OpenMP REQUIRED)
    SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
else()
    # Ignore unknown #pragma warning
106
107
    if((CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
      OR (CMAKE_CXX_COMPILER_ID STREQUAL "GNU"))
108
109
110
        set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-unknown-pragmas")
    endif()
endif(USE_OPENMP)
Guolin Ke's avatar
Guolin Ke committed
111

112
if(USE_GPU)
113
    SET(BOOST_COMPUTE_HEADER_DIR ${PROJECT_SOURCE_DIR}/compute/include)
114
    include_directories(${BOOST_COMPUTE_HEADER_DIR})
115
116
    find_package(OpenCL REQUIRED)
    include_directories(${OpenCL_INCLUDE_DIRS})
117
    MESSAGE(STATUS "OpenCL include directory: " ${OpenCL_INCLUDE_DIRS})
Guolin Ke's avatar
Guolin Ke committed
118
119
120
    if (WIN32)
        set(Boost_USE_STATIC_LIBS ON)
    endif()
121
    find_package(Boost 1.56.0 COMPONENTS filesystem system REQUIRED)
122
123
    if (WIN32)
        # disable autolinking in boost
124
        add_definitions(-DBOOST_ALL_NO_LIB)
125
    endif()
Guolin Ke's avatar
Guolin Ke committed
126
    include_directories(${Boost_INCLUDE_DIRS})
127
128
129
    ADD_DEFINITIONS(-DUSE_GPU)
endif(USE_GPU)

130
131
132
133
134
135
136
137
138
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(USE_HDFS)

139
140
141
142
143
144
145
146
147
148
149
include(CheckCXXSourceCompiles)
check_cxx_source_compiles("
#include <xmmintrin.h>
int main() {
  int a = 0;
  _mm_prefetch(&a, _MM_HINT_NTA);
  return 0;
}
" MM_PREFETCH)

if(${MM_PREFETCH})
150
  message(STATUS "Using _mm_prefetch")
151
152
153
  ADD_DEFINITIONS(-DMM_PREFETCH)
endif()

154
155
156
157
158
159
160
161
162
163
164
include(CheckCXXSourceCompiles)
check_cxx_source_compiles("
#include <mm_malloc.h>
int main() {
  char *a = (char*)_mm_malloc(8, 16);
  _mm_free(a);
  return 0;
}
" MM_MALLOC)

if(${MM_MALLOC})
165
  message(STATUS "Using _mm_malloc")
166
167
168
  ADD_DEFINITIONS(-DMM_MALLOC)
endif()

Guolin Ke's avatar
Guolin Ke committed
169
if(UNIX OR MINGW OR CYGWIN)
Guolin Ke's avatar
Guolin Ke committed
170
171
172
173
174
175
    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 "${CMAKE_CXX_FLAGS} -O3")
    endif()
176
177
178
    if(USE_SWIG)
        SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fno-strict-aliasing")
    endif()
Guolin Ke's avatar
Guolin Ke committed
179
180
endif()

Nikita Titov's avatar
Nikita Titov committed
181
182
183
184
if(WIN32 AND MINGW)
    SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -static-libstdc++")
endif()

Guolin Ke's avatar
Guolin Ke committed
185
186
187
188
189
190
191
192
193
194
195
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
    )
Guolin Ke's avatar
Guolin Ke committed
196
197
198
199
200
201
    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 "${CMAKE_CXX_FLAGS} /O2 /Ob2 /Oi /Ot /Oy")
    endif()
Guolin Ke's avatar
Guolin Ke committed
202
else()
Guolin Ke's avatar
Guolin Ke committed
203
204
205
    if(NOT USE_DEBUG)
      SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fPIC -funroll-loops")
    endif()
206
endif(MSVC)
Guolin Ke's avatar
Guolin Ke committed
207
208

SET(LightGBM_HEADER_DIR ${PROJECT_SOURCE_DIR}/include)
Guolin Ke's avatar
Guolin Ke committed
209

Guolin Ke's avatar
Guolin Ke committed
210
SET(EXECUTABLE_OUTPUT_PATH ${PROJECT_SOURCE_DIR})
Guolin Ke's avatar
Guolin Ke committed
211
SET(LIBRARY_OUTPUT_PATH ${PROJECT_SOURCE_DIR})
Guolin Ke's avatar
Guolin Ke committed
212

213
include_directories(${LightGBM_HEADER_DIR})
Guolin Ke's avatar
Guolin Ke committed
214
215

if(APPLE)
216
  if(APPLE_OUTPUT_DYLIB)
217
218
219
220
    SET(CMAKE_SHARED_LIBRARY_SUFFIX ".dylib")
  else()
    SET(CMAKE_SHARED_LIBRARY_SUFFIX ".so")
  endif()
Guolin Ke's avatar
Guolin Ke committed
221
222
223
224
endif(APPLE)

if(USE_MPI)
  include_directories(${MPI_CXX_INCLUDE_PATH})
Guolin Ke's avatar
Guolin Ke committed
225
endif(USE_MPI)
Guolin Ke's avatar
Guolin Ke committed
226

227
file(GLOB SOURCES
Guolin Ke's avatar
Guolin Ke committed
228
229
230
231
232
233
234
235
236
    src/application/*.cpp
    src/boosting/*.cpp
    src/io/*.cpp
    src/metric/*.cpp
    src/objective/*.cpp
    src/network/*.cpp
    src/treelearner/*.cpp
)

237
add_executable(lightgbm src/main.cpp ${SOURCES})
238
239
240
241
242
243
244
245
246
list(APPEND 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 SOURCES "src/lightgbm_R.cpp")
endif(BUILD_FOR_R)

add_library(_lightgbm SHARED ${SOURCES})
247

248
249
250
251
if(MSVC)
    set_target_properties(_lightgbm PROPERTIES OUTPUT_NAME "lib_lightgbm")
endif(MSVC)

252
253
254
255
256
257
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 "${swig_options}")
  swig_add_module(_lightgbm_swig java swig/lightgbmlib.i)
  swig_link_libraries(_lightgbm_swig _lightgbm)
258
  # needed to ensure Linux build does not have lib prefix specified twice, e.g. liblib_lightgbm_swig
259
  set_target_properties(_lightgbm_swig PROPERTIES PREFIX "")
260
  # needed in some versions of CMake for VS and MinGW builds to ensure output dll has lib prefix
261
262
263
264
265
266
267
268
269
270
271
272
273
274
  set_target_properties(_lightgbm_swig PROPERTIES OUTPUT_NAME "lib_lightgbm_swig")
  if(WIN32)
    if(MINGW OR CYGWIN)
        add_custom_command(TARGET _lightgbm_swig POST_BUILD
            COMMAND "${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()
275
276
277
278
279
280
  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)
281
282
283
284
285
286
  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()
287
endif(USE_SWIG)
Guolin Ke's avatar
Guolin Ke committed
288
289

if(USE_MPI)
Guolin Ke's avatar
Guolin Ke committed
290
291
  TARGET_LINK_LIBRARIES(lightgbm ${MPI_CXX_LIBRARIES})
  TARGET_LINK_LIBRARIES(_lightgbm ${MPI_CXX_LIBRARIES})
Guolin Ke's avatar
Guolin Ke committed
292
293
endif(USE_MPI)

fanliwen's avatar
fanliwen committed
294
295
if(USE_OPENMP)
    if(CMAKE_CXX_COMPILER_ID STREQUAL "AppleClang")
296
297
        TARGET_LINK_LIBRARIES(lightgbm OpenMP::OpenMP_CXX)
        TARGET_LINK_LIBRARIES(_lightgbm OpenMP::OpenMP_CXX)
fanliwen's avatar
fanliwen committed
298
299
300
    endif()
endif(USE_OPENMP)

301
if(USE_GPU)
Guolin Ke's avatar
Guolin Ke committed
302
303
  TARGET_LINK_LIBRARIES(lightgbm ${OpenCL_LIBRARY} ${Boost_LIBRARIES})
  TARGET_LINK_LIBRARIES(_lightgbm ${OpenCL_LIBRARY} ${Boost_LIBRARIES})
304
305
endif(USE_GPU)

306
307
308
309
310
if(USE_HDFS)
  TARGET_LINK_LIBRARIES(lightgbm ${HDFS_CXX_LIBRARIES})
  TARGET_LINK_LIBRARIES(_lightgbm ${HDFS_CXX_LIBRARIES})
endif(USE_HDFS)

Guolin Ke's avatar
Guolin Ke committed
311
if(WIN32 AND (MINGW OR CYGWIN))
Guolin Ke's avatar
Guolin Ke committed
312
313
314
315
    TARGET_LINK_LIBRARIES(lightgbm Ws2_32)
    TARGET_LINK_LIBRARIES(_lightgbm Ws2_32)
    TARGET_LINK_LIBRARIES(lightgbm IPHLPAPI)
    TARGET_LINK_LIBRARIES(_lightgbm IPHLPAPI)
Guolin Ke's avatar
Guolin Ke committed
316
endif()
Guolin Ke's avatar
Guolin Ke committed
317

318
319
320
321
if(BUILD_FOR_R)
    TARGET_LINK_LIBRARIES(_lightgbm ${LIBR_CORE_LIBRARY})
endif(BUILD_FOR_R)

Guolin Ke's avatar
Guolin Ke committed
322
323
324
325
install(TARGETS lightgbm _lightgbm
        RUNTIME DESTINATION ${CMAKE_INSTALL_PREFIX}/bin
        LIBRARY DESTINATION ${CMAKE_INSTALL_PREFIX}/lib
        ARCHIVE DESTINATION ${CMAKE_INSTALL_PREFIX}/lib)
326

327
install(DIRECTORY ${LightGBM_HEADER_DIR}/LightGBM DESTINATION ${CMAKE_INSTALL_PREFIX}/include)