-
Notifications
You must be signed in to change notification settings - Fork 3.8k
/
CMakeLists.txt
336 lines (297 loc) · 10.9 KB
/
CMakeLists.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
if(USE_GPU OR APPLE)
cmake_minimum_required(VERSION 3.2)
else()
cmake_minimum_required(VERSION 2.8)
endif()
PROJECT(lightgbm)
OPTION(USE_MPI "Enable MPI-based parallel 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_R35 "Set to ON if your R version is not earlier than 3.5" OFF)
OPTION(USE_TIMETAG "Set to ON to output time costs" OFF)
OPTION(USE_DEBUG "Set to ON for Debug mode" OFF)
OPTION(BUILD_STATIC_LIB "Build static library" OFF)
OPTION(BUILD_FOR_R "Set to ON if building lib_lightgbm for use with the R package" OFF)
if(APPLE)
OPTION(APPLE_OUTPUT_DYLIB "Output dylib shared library" OFF)
endif(APPLE)
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($ENV{JAVA_HOME}/include/linux)
endif()
endif(USE_SWIG)
if(USE_R35)
ADD_DEFINITIONS(-DR_VER_ABOVE_35)
endif(USE_R35)
if(BUILD_FOR_R)
list(APPEND CMAKE_MODULE_PATH "${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})
ADD_DEFINITIONS(-DLGB_R_BUILD)
endif(BUILD_FOR_R)
if(USE_TIMETAG)
ADD_DEFINITIONS(-DTIMETAG)
endif(USE_TIMETAG)
if(USE_DEBUG)
ADD_DEFINITIONS(-DDEBUG)
endif(USE_DEBUG)
if(USE_MPI)
find_package(MPI REQUIRED)
ADD_DEFINITIONS(-DUSE_MPI)
MESSAGE(STATUS "MPI libraries: " ${MPI_LIBRARIES})
MESSAGE(STATUS "MPI C++ libraries: " ${MPI_CXX_LIBRARIES})
else()
ADD_DEFINITIONS(-DUSE_SOCKET)
endif(USE_MPI)
if(USE_OPENMP)
find_package(OpenMP REQUIRED)
SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
else()
# Ignore unknown #pragma warning
if((CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
OR (CMAKE_CXX_COMPILER_ID STREQUAL "GNU"))
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-unknown-pragmas")
endif()
endif(USE_OPENMP)
if(USE_GPU)
SET(BOOST_COMPUTE_HEADER_DIR ${PROJECT_SOURCE_DIR}/compute/include)
include_directories(${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(USE_GPU)
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} ${JAVA_JVM_LIBRARY})
endif(USE_HDFS)
include(CheckCXXSourceCompiles)
check_cxx_source_compiles("
#include <xmmintrin.h>
int main() {
int a = 0;
_mm_prefetch(&a, _MM_HINT_NTA);
return 0;
}
" MM_PREFETCH)
if(${MM_PREFETCH})
message(STATUS "Using _mm_prefetch")
ADD_DEFINITIONS(-DMM_PREFETCH)
endif()
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(${MM_MALLOC})
message(STATUS "Using _mm_malloc")
ADD_DEFINITIONS(-DMM_MALLOC)
endif()
if(UNIX OR MINGW OR CYGWIN)
SET(CMAKE_CXX_FLAGS "${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 "${CMAKE_CXX_FLAGS} -fno-strict-aliasing")
endif()
endif()
if(WIN32 AND MINGW)
SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -static-libstdc++")
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 "${CMAKE_CXX_FLAGS} /O2 /Ob2 /Oi /Ot /Oy")
endif()
else()
if(NOT USE_DEBUG)
SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fPIC -funroll-loops")
endif()
endif(MSVC)
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(APPLE)
if(USE_MPI)
include_directories(${MPI_CXX_INCLUDE_PATH})
endif(USE_MPI)
file(GLOB SOURCES
src/application/*.cpp
src/boosting/*.cpp
src/io/*.cpp
src/metric/*.cpp
src/objective/*.cpp
src/network/*.cpp
src/treelearner/*.cpp
)
add_executable(lightgbm src/main.cpp ${SOURCES})
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)
if (BUILD_STATIC_LIB)
add_library(_lightgbm STATIC ${SOURCES})
else()
add_library(_lightgbm SHARED ${SOURCES})
endif(BUILD_STATIC_LIB)
if(MSVC)
set_target_properties(_lightgbm PROPERTIES OUTPUT_NAME "lib_lightgbm")
endif(MSVC)
if(USE_SWIG)
set_property(SOURCE swig/lightgbmlib.i PROPERTY CPLUSPLUS ON)
LIST(APPEND swig_options -package com.microsoft.ml.lightgbm)
set_property(SOURCE swig/lightgbmlib.i PROPERTY SWIG_FLAGS "${swig_options}")
swig_add_module(_lightgbm_swig java swig/lightgbmlib.i)
swig_link_libraries(_lightgbm_swig _lightgbm)
# 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(USE_SWIG)
if(USE_MPI)
TARGET_LINK_LIBRARIES(lightgbm ${MPI_CXX_LIBRARIES})
TARGET_LINK_LIBRARIES(_lightgbm ${MPI_CXX_LIBRARIES})
endif(USE_MPI)
if(USE_OPENMP)
if(CMAKE_CXX_COMPILER_ID STREQUAL "AppleClang")
TARGET_LINK_LIBRARIES(lightgbm OpenMP::OpenMP_CXX)
TARGET_LINK_LIBRARIES(_lightgbm OpenMP::OpenMP_CXX)
endif()
endif(USE_OPENMP)
if(USE_GPU)
TARGET_LINK_LIBRARIES(lightgbm ${OpenCL_LIBRARY} ${Boost_LIBRARIES})
TARGET_LINK_LIBRARIES(_lightgbm ${OpenCL_LIBRARY} ${Boost_LIBRARIES})
endif(USE_GPU)
if(USE_HDFS)
TARGET_LINK_LIBRARIES(lightgbm ${HDFS_CXX_LIBRARIES})
TARGET_LINK_LIBRARIES(_lightgbm ${HDFS_CXX_LIBRARIES})
endif(USE_HDFS)
if(WIN32 AND (MINGW OR CYGWIN))
TARGET_LINK_LIBRARIES(lightgbm Ws2_32)
TARGET_LINK_LIBRARIES(_lightgbm Ws2_32)
TARGET_LINK_LIBRARIES(lightgbm IPHLPAPI)
TARGET_LINK_LIBRARIES(_lightgbm IPHLPAPI)
endif()
if(BUILD_FOR_R)
if(MSVC)
TARGET_LINK_LIBRARIES(_lightgbm ${LIBR_MSVC_CORE_LIBRARY})
else()
TARGET_LINK_LIBRARIES(_lightgbm ${LIBR_CORE_LIBRARY})
endif(MSVC)
endif(BUILD_FOR_R)
install(TARGETS lightgbm _lightgbm
RUNTIME DESTINATION ${CMAKE_INSTALL_PREFIX}/bin
LIBRARY DESTINATION ${CMAKE_INSTALL_PREFIX}/lib
ARCHIVE DESTINATION ${CMAKE_INSTALL_PREFIX}/lib)
install(DIRECTORY ${LightGBM_HEADER_DIR}/LightGBM DESTINATION ${CMAKE_INSTALL_PREFIX}/include)