forked from microsoft/LightGBM
-
Notifications
You must be signed in to change notification settings - Fork 0
/
build_r.R
467 lines (431 loc) · 13.4 KB
/
build_r.R
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
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
# For macOS users who have decided to use gcc
# (replace 8 with version of gcc installed on your machine)
# NOTE: your gcc / g++ from Homebrew is probably in /usr/local/bin
#export CXX=/usr/local/bin/g++-8 CC=/usr/local/bin/gcc-8
# Sys.setenv("CXX" = "/usr/local/bin/g++-8")
# Sys.setenv("CC" = "/usr/local/bin/gcc-8")
args <- commandArgs(trailingOnly = TRUE)
INSTALL_AFTER_BUILD <- !("--skip-install" %in% args)
TEMP_R_DIR <- file.path(getwd(), "lightgbm_r")
TEMP_SOURCE_DIR <- file.path(TEMP_R_DIR, "src")
# [description]
# Parse the content of commandArgs() into a structured
# list. This returns a list with two sections.
# * "flags" = a character of vector of flags like "--use-gpu"
# * "keyword_args" = a named character vector, where names
# refer to options and values are the option values. For
# example, c("--boost-librarydir" = "/usr/lib/x86_64-linux-gnu")
.parse_args <- function(args) {
out_list <- list(
"flags" = character(0L)
, "keyword_args" = character(0L)
, "make_args" = character(0L)
)
for (arg in args) {
if (any(grepl("^\\-j[0-9]+", arg))) { # nolint: non_portable_path
out_list[["make_args"]] <- arg
} else if (any(grepl("=", arg, fixed = TRUE))) {
split_arg <- strsplit(arg, "=", fixed = TRUE)[[1L]]
arg_name <- split_arg[[1L]]
arg_value <- split_arg[[2L]]
out_list[["keyword_args"]][[arg_name]] <- arg_value
} else {
out_list[["flags"]] <- c(out_list[["flags"]], arg)
}
}
return(out_list)
}
parsed_args <- .parse_args(args)
SKIP_VIGNETTES <- "--no-build-vignettes" %in% parsed_args[["flags"]]
USING_GPU <- "--use-gpu" %in% parsed_args[["flags"]]
USING_MINGW <- "--use-mingw" %in% parsed_args[["flags"]]
USING_MSYS2 <- "--use-msys2" %in% parsed_args[["flags"]]
# this maps command-line arguments to defines passed into CMake,
ARGS_TO_DEFINES <- c(
"--boost-root" = "-DBOOST_ROOT"
, "--boost-dir" = "-DBoost_DIR"
, "--boost-include-dir" = "-DBoost_INCLUDE_DIR"
, "--boost-librarydir" = "-DBOOST_LIBRARYDIR"
, "--opencl-include-dir" = "-DOpenCL_INCLUDE_DIR"
, "--opencl-library" = "-DOpenCL_LIBRARY"
)
recognized_args <- c(
"--no-build-vignettes"
, "--skip-install"
, "--use-gpu"
, "--use-mingw"
, "--use-msys2"
, names(ARGS_TO_DEFINES)
)
given_args <- c(
parsed_args[["flags"]]
, names(parsed_args[["keyword_args"]])
)
unrecognized_args <- setdiff(given_args, recognized_args)
if (length(unrecognized_args) > 0L) {
msg <- paste0(
"Unrecognized arguments: "
, toString(unrecognized_args)
)
stop(msg)
}
# [description] Replace statements in install.libs.R code based on
# command-line flags
.replace_flag <- function(variable_name, value, content) {
out <- gsub(
pattern = paste0(variable_name, " <-.*")
, replacement = paste0(variable_name, " <- ", as.character(value))
, x = content
)
return(out)
}
install_libs_content <- readLines(
file.path("R-package", "src", "install.libs.R")
)
install_libs_content <- .replace_flag("use_gpu", USING_GPU, install_libs_content)
install_libs_content <- .replace_flag("use_mingw", USING_MINGW, install_libs_content)
install_libs_content <- .replace_flag("use_msys2", USING_MSYS2, install_libs_content)
# set up extra flags based on keyword arguments
keyword_args <- parsed_args[["keyword_args"]]
if (length(keyword_args) > 0L) {
cmake_args_to_add <- NULL
for (i in seq_len(length(keyword_args))) {
arg_name <- names(keyword_args)[[i]]
define_name <- ARGS_TO_DEFINES[[arg_name]]
arg_value <- shQuote(normalizePath(keyword_args[[arg_name]], winslash = "/"))
cmake_args_to_add <- c(cmake_args_to_add, paste0(define_name, "=", arg_value))
}
install_libs_content <- gsub(
pattern = paste0("command_line_args <- NULL")
, replacement = paste0(
"command_line_args <- c(\'"
, paste(cmake_args_to_add, collapse = "', '")
, "')"
)
, x = install_libs_content
, fixed = TRUE
)
}
# if provided, set '-j' in 'make' commands in install.libs.R
if (length(parsed_args[["make_args"]]) > 0L) {
install_libs_content <- gsub(
pattern = "make_args_from_build_script <- character(0L)"
, replacement = paste0(
"make_args_from_build_script <- c(\""
, paste0(parsed_args[["make_args"]], collapse = "\", \"")
, "\")"
)
, x = install_libs_content
, fixed = TRUE
)
}
# R returns FALSE (not a non-zero exit code) if a file copy operation
# breaks. Let's fix that
.handle_result <- function(res) {
if (!all(res)) {
stop("Copying files failed!")
}
return(invisible(NULL))
}
# system() will not raise an R exception if the process called
# fails. Wrapping it here to get that behavior.
#
# system() introduces a lot of overhead, at least on Windows,
# so trying processx if it is available
.run_shell_command <- function(cmd, args, strict = TRUE) {
on_windows <- .Platform$OS.type == "windows"
has_processx <- suppressMessages({
suppressWarnings({
require("processx") # nolint: undesirable_function
})
})
if (has_processx && on_windows) {
result <- processx::run(
command = cmd
, args = args
, windows_verbatim_args = TRUE
, error_on_status = FALSE
, echo = TRUE
)
exit_code <- result$status
} else {
if (on_windows) {
message(paste0(
"Using system() to run shell commands. Installing "
, "'processx' with install.packages('processx') might "
, "make this faster."
))
}
cmd <- paste0(cmd, " ", paste0(args, collapse = " "))
exit_code <- system(cmd)
}
if (exit_code != 0L && isTRUE(strict)) {
stop(paste0("Command failed with exit code: ", exit_code))
}
return(invisible(exit_code))
}
# Make a new temporary folder to work in
unlink(x = TEMP_R_DIR, recursive = TRUE)
dir.create(TEMP_R_DIR)
# copy in the relevant files
result <- file.copy(
from = "R-package/./"
, to = sprintf("%s/", TEMP_R_DIR)
, recursive = TRUE
, overwrite = TRUE
)
.handle_result(result)
# overwrite src/install.libs.R with new content based on command-line flags
writeLines(
text = install_libs_content
, con = file.path(TEMP_SOURCE_DIR, "install.libs.R")
)
# Add blank Makevars files
result <- file.copy(
from = file.path(TEMP_R_DIR, "inst", "Makevars")
, to = file.path(TEMP_SOURCE_DIR, "Makevars")
, overwrite = TRUE
)
.handle_result(result)
result <- file.copy(
from = file.path(TEMP_R_DIR, "inst", "Makevars.win")
, to = file.path(TEMP_SOURCE_DIR, "Makevars.win")
, overwrite = TRUE
)
.handle_result(result)
result <- file.copy(
from = "include/"
, to = sprintf("%s/", TEMP_SOURCE_DIR)
, recursive = TRUE
, overwrite = TRUE
)
.handle_result(result)
result <- file.copy(
from = "src/"
, to = sprintf("%s/", TEMP_SOURCE_DIR)
, recursive = TRUE
, overwrite = TRUE
)
.handle_result(result)
EIGEN_R_DIR <- file.path(TEMP_SOURCE_DIR, "include", "Eigen")
dir.create(EIGEN_R_DIR)
eigen_modules <- c(
"Cholesky"
, "Core"
, "Dense"
, "Eigenvalues"
, "Geometry"
, "Householder"
, "Jacobi"
, "LU"
, "QR"
, "SVD"
)
for (eigen_module in eigen_modules) {
result <- file.copy(
from = file.path("external_libs", "eigen", "Eigen", eigen_module)
, to = EIGEN_R_DIR
, recursive = FALSE
, overwrite = TRUE
)
.handle_result(result)
}
dir.create(file.path(EIGEN_R_DIR, "src"))
for (eigen_module in c(eigen_modules, "misc", "plugins")) {
if (eigen_module == "Dense") {
next
}
module_dir <- file.path(EIGEN_R_DIR, "src", eigen_module)
dir.create(module_dir, recursive = TRUE)
result <- file.copy(
from = sprintf("%s/", file.path("external_libs", "eigen", "Eigen", "src", eigen_module))
, to = sprintf("%s/", file.path(EIGEN_R_DIR, "src"))
, recursive = TRUE
, overwrite = TRUE
)
.handle_result(result)
}
.replace_pragmas <- function(filepath) {
pragma_patterns <- c(
"^.*#pragma clang diagnostic.*$"
, "^.*#pragma diag_suppress.*$"
, "^.*#pragma GCC diagnostic.*$"
, "^.*#pragma region.*$"
, "^.*#pragma endregion.*$"
, "^.*#pragma warning.*$"
)
content <- readLines(filepath)
for (pragma_pattern in pragma_patterns) {
content <- content[!grepl(pragma_pattern, content)]
}
writeLines(content, filepath)
}
# remove pragmas that suppress warnings, to appease R CMD check
.replace_pragmas(
file.path(EIGEN_R_DIR, "src", "Core", "arch", "SSE", "Complex.h")
)
.replace_pragmas(
file.path(EIGEN_R_DIR, "src", "Core", "util", "DisableStupidWarnings.h")
)
result <- file.copy(
from = "CMakeLists.txt"
, to = file.path(TEMP_R_DIR, "inst", "bin/")
, overwrite = TRUE
)
.handle_result(result)
# remove CRAN-specific files
result <- file.remove(
file.path(TEMP_R_DIR, "cleanup")
, file.path(TEMP_R_DIR, "configure")
, file.path(TEMP_R_DIR, "configure.ac")
, file.path(TEMP_R_DIR, "configure.win")
, file.path(TEMP_SOURCE_DIR, "Makevars.in")
, file.path(TEMP_SOURCE_DIR, "Makevars.win.in")
)
.handle_result(result)
#------------#
# submodules #
#------------#
EXTERNAL_LIBS_R_DIR <- file.path(TEMP_SOURCE_DIR, "external_libs")
dir.create(EXTERNAL_LIBS_R_DIR)
for (submodule in list.dirs(
path = "external_libs"
, full.names = FALSE
, recursive = FALSE
)) {
# compute/ is a submodule with boost, only needed if
# building the R package with GPU support;
# eigen/ has a special treatment due to licensing aspects
if ((submodule == "compute" && !USING_GPU) || submodule == "eigen") {
next
}
result <- file.copy(
from = sprintf("%s/", file.path("external_libs", submodule))
, to = sprintf("%s/", EXTERNAL_LIBS_R_DIR)
, recursive = TRUE
, overwrite = TRUE
)
.handle_result(result)
}
# copy files into the place CMake expects
CMAKE_MODULES_R_DIR <- file.path(TEMP_SOURCE_DIR, "cmake", "modules")
dir.create(CMAKE_MODULES_R_DIR, recursive = TRUE)
result <- file.copy(
from = file.path("cmake", "modules", "FindLibR.cmake")
, to = sprintf("%s/", CMAKE_MODULES_R_DIR)
, overwrite = TRUE
)
.handle_result(result)
for (src_file in c("lightgbm_R.cpp", "lightgbm_R.h")) {
result <- file.copy(
from = file.path(TEMP_SOURCE_DIR, src_file)
, to = file.path(TEMP_SOURCE_DIR, "src", src_file)
, overwrite = TRUE
)
.handle_result(result)
result <- file.remove(
file.path(TEMP_SOURCE_DIR, src_file)
)
.handle_result(result)
}
result <- file.copy(
from = file.path("R-package", "inst", "make-r-def.R")
, to = file.path(TEMP_R_DIR, "inst", "bin/")
, overwrite = TRUE
)
.handle_result(result)
# R packages cannot have versions like 3.0.0rc1, but
# 3.0.0-1 is acceptable
LGB_VERSION <- readLines("VERSION.txt")[1L]
LGB_VERSION <- gsub(
pattern = "rc"
, replacement = "-"
, x = LGB_VERSION
, fixed = TRUE
)
# DESCRIPTION has placeholders for version
# and date so it doesn't have to be updated manually
DESCRIPTION_FILE <- file.path(TEMP_R_DIR, "DESCRIPTION")
description_contents <- readLines(DESCRIPTION_FILE)
description_contents <- gsub(
pattern = "~~VERSION~~"
, replacement = LGB_VERSION
, x = description_contents
, fixed = TRUE
)
description_contents <- gsub(
pattern = "~~DATE~~"
, replacement = as.character(Sys.Date())
, x = description_contents
, fixed = TRUE
)
description_contents <- gsub(
pattern = "~~CXXSTD~~"
, replacement = "C++11"
, x = description_contents
, fixed = TRUE
)
writeLines(description_contents, DESCRIPTION_FILE)
# CMake-based builds can't currently use R's builtin routine registration,
# so have to update NAMESPACE manually, with a statement like this:
#
# useDynLib(lib_lightgbm, LGBM_DatasetCreateFromFile_R, ...)
#
# See https://cran.r-project.org/doc/manuals/r-release/R-exts.html#useDynLib for
# documentation of this approach, where the NAMESPACE file uses a statement like
# useDynLib(foo, myRoutine, myOtherRoutine)
NAMESPACE_FILE <- file.path(TEMP_R_DIR, "NAMESPACE")
namespace_contents <- readLines(NAMESPACE_FILE)
dynlib_line <- grep(
pattern = "^useDynLib"
, x = namespace_contents
)
c_api_contents <- readLines(file.path(TEMP_SOURCE_DIR, "src", "lightgbm_R.h"))
c_api_contents <- c_api_contents[startsWith(c_api_contents, "LIGHTGBM_C_EXPORT")]
c_api_contents <- gsub(
pattern = "LIGHTGBM_C_EXPORT SEXP "
, replacement = ""
, x = c_api_contents
, fixed = TRUE
)
c_api_symbols <- gsub(
pattern = "\\(.*"
, replacement = ""
, x = c_api_contents
)
dynlib_statement <- paste0(
"useDynLib(lib_lightgbm, "
, toString(c_api_symbols)
, ")"
)
namespace_contents[dynlib_line] <- dynlib_statement
writeLines(namespace_contents, NAMESPACE_FILE)
# NOTE: --keep-empty-dirs is necessary to keep the deep paths expected
# by CMake while also meeting the CRAN req to create object files
# on demand
r_build_args <- c("CMD", "build", TEMP_R_DIR, "--keep-empty-dirs")
if (isTRUE(SKIP_VIGNETTES)) {
r_build_args <- c(r_build_args, "--no-build-vignettes")
}
.run_shell_command("R", r_build_args)
# Install the package
version <- gsub(
pattern = "Version: ",
replacement = "",
x = grep(
pattern = "Version: "
, x = readLines(con = file.path(TEMP_R_DIR, "DESCRIPTION"))
, value = TRUE
, fixed = TRUE
)
, fixed = TRUE
)
tarball <- file.path(getwd(), sprintf("lightgbm_%s.tar.gz", version))
install_cmd <- "R"
install_args <- c("CMD", "INSTALL", "--no-multiarch", "--with-keep.source", tarball)
if (INSTALL_AFTER_BUILD) {
.run_shell_command(install_cmd, install_args)
} else {
cmd <- paste0(install_cmd, " ", paste0(install_args, collapse = " "))
print(sprintf("Skipping installation. Install the package with command '%s'", cmd))
}