LightGBM/build_r.R

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# 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)
Fix model locale issue and improve model R/W performance. (#3405) * Fix LightGBM models locale sensitivity and improve R/W performance. When Java is used, the default C++ locale is broken. This is true for Java providers that use the C API or even Python models that require JEP. This patch solves that issue making the model reads/writes insensitive to such settings. To achieve it, within the model read/write codebase: - C++ streams are imbued with the classic locale - Calls to functions that are dependent on the locale are replaced - The default locale is not changed! This approach means: - The user's locale is never tampered with, avoiding issues such as https://github.com/microsoft/LightGBM/issues/2979 with the previous approach https://github.com/microsoft/LightGBM/pull/2891 - Datasets can still be read according the user's locale - The model file has a single format independent of locale Changes: - Add CommonC namespace which provides faster locale-independent versions of Common's methods - Model code makes conversions through CommonC - Cleanup unused Common methods - Performance improvements. Use fast libraries for locale-agnostic conversion: - value->string: https://github.com/fmtlib/fmt - string->double: https://github.com/lemire/fast_double_parser (10x faster double parsing according to their benchmark) Bugfixes: - https://github.com/microsoft/LightGBM/issues/2500 - https://github.com/microsoft/LightGBM/issues/2890 - https://github.com/ninia/jep/issues/205 (as it is related to LGBM as well) * Align CommonC namespace * Add new external_libs/ to python setup * Try fast_double_parser fix #1 Testing commit e09e5aad828bcb16bea7ed0ed8322e019112fdbe If it works it should fix more LGBM builds * CMake: Attempt to link fmt without explicit PUBLIC tag * Exclude external_libs from linting * Add exernal_libs to MANIFEST.in * Set dynamic linking option for fmt. * linting issues * Try to fix lint includes * Try to pass fPIC with static fmt lib * Try CMake P_I_C option with fmt library * [R-package] Add CMake support for R and CRAN * Cleanup CMakeLists * Try fmt hack to remove stdout * Switch to header-only mode * Add PRIVATE argument to target_link_libraries * use fmt in header-only mode * Remove CMakeLists comment * Change OpenMP to PUBLIC linking in Mac * Update fmt submodule to 7.1.2 * Use fmt in header-only-mode * Remove fmt from CMakeLists.txt * Upgrade fast_double_parser to v0.2.0 * Revert "Add PRIVATE argument to target_link_libraries" This reverts commit 3dd45dde7b92531b2530ab54522bb843c56227a7. * Address James Lamb's comments * Update R-package/.Rbuildignore Co-authored-by: James Lamb <jaylamb20@gmail.com> * Upgrade to fast_double_parser v0.3.0 - Solaris support * Use legacy code only in Solaris * Fix lint issues * Fix comment * Address StrikerRUS's comments (solaris ifdef). * Change header guards Co-authored-by: James Lamb <jaylamb20@gmail.com>
2020-12-08 16:36:24 +03:00
#------------#
# 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)
}
Fix model locale issue and improve model R/W performance. (#3405) * Fix LightGBM models locale sensitivity and improve R/W performance. When Java is used, the default C++ locale is broken. This is true for Java providers that use the C API or even Python models that require JEP. This patch solves that issue making the model reads/writes insensitive to such settings. To achieve it, within the model read/write codebase: - C++ streams are imbued with the classic locale - Calls to functions that are dependent on the locale are replaced - The default locale is not changed! This approach means: - The user's locale is never tampered with, avoiding issues such as https://github.com/microsoft/LightGBM/issues/2979 with the previous approach https://github.com/microsoft/LightGBM/pull/2891 - Datasets can still be read according the user's locale - The model file has a single format independent of locale Changes: - Add CommonC namespace which provides faster locale-independent versions of Common's methods - Model code makes conversions through CommonC - Cleanup unused Common methods - Performance improvements. Use fast libraries for locale-agnostic conversion: - value->string: https://github.com/fmtlib/fmt - string->double: https://github.com/lemire/fast_double_parser (10x faster double parsing according to their benchmark) Bugfixes: - https://github.com/microsoft/LightGBM/issues/2500 - https://github.com/microsoft/LightGBM/issues/2890 - https://github.com/ninia/jep/issues/205 (as it is related to LGBM as well) * Align CommonC namespace * Add new external_libs/ to python setup * Try fast_double_parser fix #1 Testing commit e09e5aad828bcb16bea7ed0ed8322e019112fdbe If it works it should fix more LGBM builds * CMake: Attempt to link fmt without explicit PUBLIC tag * Exclude external_libs from linting * Add exernal_libs to MANIFEST.in * Set dynamic linking option for fmt. * linting issues * Try to fix lint includes * Try to pass fPIC with static fmt lib * Try CMake P_I_C option with fmt library * [R-package] Add CMake support for R and CRAN * Cleanup CMakeLists * Try fmt hack to remove stdout * Switch to header-only mode * Add PRIVATE argument to target_link_libraries * use fmt in header-only mode * Remove CMakeLists comment * Change OpenMP to PUBLIC linking in Mac * Update fmt submodule to 7.1.2 * Use fmt in header-only-mode * Remove fmt from CMakeLists.txt * Upgrade fast_double_parser to v0.2.0 * Revert "Add PRIVATE argument to target_link_libraries" This reverts commit 3dd45dde7b92531b2530ab54522bb843c56227a7. * Address James Lamb's comments * Update R-package/.Rbuildignore Co-authored-by: James Lamb <jaylamb20@gmail.com> * Upgrade to fast_double_parser v0.3.0 - Solaris support * Use legacy code only in Solaris * Fix lint issues * Fix comment * Address StrikerRUS's comments (solaris ifdef). * Change header guards Co-authored-by: James Lamb <jaylamb20@gmail.com>
2020-12-08 16:36:24 +03:00
# 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)
# 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))
}