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test_r_package.py
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"""Utilities for packaging R code and running tests."""
import argparse
import os
import shutil
import subprocess
from pathlib import Path
from platform import system
from test_utils import R_PACKAGE, ROOT, DirectoryExcursion, cd, print_time, record_time
def get_mingw_bin() -> str:
return os.path.join("c:/rtools40/mingw64/", "bin")
@cd(ROOT)
@record_time
def pack_rpackage() -> Path:
"""Compose the directory used for creating R package tar ball."""
dest = Path("xgboost")
def pkgroot(path: str) -> None:
"""Change makefiles according to the package layout."""
with open(Path("R-package") / "src" / path, "r") as fd:
makefile = fd.read()
makefile = makefile.replace("PKGROOT=../../", "PKGROOT=.", 1)
with open(dest / "src" / path, "w") as fd:
fd.write(makefile)
output = subprocess.run(["git", "clean", "-xdf", "--dry-run"], capture_output=True)
if output.returncode != 0:
raise ValueError("Failed to check git repository status.", output)
would_remove = output.stdout.decode("utf-8").strip().split("\n")
if would_remove and not all(f.find("tests/ci_build") != -1 for f in would_remove):
raise ValueError(
"\n".join(would_remove) + "\nPlease cleanup the working git repository."
)
shutil.copytree("R-package", dest)
os.remove(dest / "demo" / "runall.R")
# core
shutil.copytree("src", dest / "src" / "src")
shutil.copytree("include", dest / "src" / "include")
shutil.copytree("amalgamation", dest / "src" / "amalgamation")
# rabit
rabit = Path("rabit")
os.mkdir(dest / "src" / rabit)
shutil.copytree(rabit / "src", dest / "src" / "rabit" / "src")
shutil.copytree(rabit / "include", dest / "src" / "rabit" / "include")
# dmlc-core
dmlc_core = Path("dmlc-core")
os.mkdir(dest / "src" / dmlc_core)
shutil.copytree(dmlc_core / "include", dest / "src" / "dmlc-core" / "include")
shutil.copytree(dmlc_core / "src", dest / "src" / "dmlc-core" / "src")
# makefile & license
shutil.copyfile("LICENSE", dest / "LICENSE")
osxmakef = dest / "src" / "Makevars.win-e"
if os.path.exists(osxmakef):
os.remove(osxmakef)
pkgroot("Makevars.in")
pkgroot("Makevars.win")
# misc
rwsp = Path("R-package") / "remove_warning_suppression_pragma.sh"
if system() != "Windows":
subprocess.check_call(rwsp)
rwsp = dest / "remove_warning_suppression_pragma.sh"
if system() != "Windows":
subprocess.check_call(rwsp)
os.remove(rwsp)
os.remove(dest / "CMakeLists.txt")
shutil.rmtree(dest / "tests" / "helper_scripts")
return dest
@cd(ROOT)
@record_time
def build_rpackage(path: str) -> str:
def find_tarball() -> str:
found = []
for root, subdir, files in os.walk("."):
for f in files:
if f.endswith(".tar.gz") and f.startswith("xgboost"):
found.append(os.path.join(root, f))
if not found:
raise ValueError("Failed to find output tar ball.")
if len(found) > 1:
raise ValueError("Found more than one packages:", found)
return found[0]
env = os.environ.copy()
print("Ncpus:", f"{os.cpu_count()}")
env.update({"MAKEFLAGS": f"-j{os.cpu_count()}"})
subprocess.check_call([R, "CMD", "build", path], env=env)
tarball = find_tarball()
return tarball
@cd(ROOT)
@record_time
def check_rpackage(path: str) -> None:
env = os.environ.copy()
print("Ncpus:", f"{os.cpu_count()}")
env.update(
{
"MAKEFLAGS": f"-j{os.cpu_count()}",
# cran specific environment variables
"_R_CHECK_EXAMPLE_TIMING_CPU_TO_ELAPSED_THRESHOLD_": str(2.5),
}
)
# Actually we don't run this check on windows due to dependency issue.
if system() == "Windows":
# make sure compiler from rtools is used.
mingw_bin = get_mingw_bin()
CXX = os.path.join(mingw_bin, "g++.exe")
CC = os.path.join(mingw_bin, "gcc.exe")
env.update({"CC": CC, "CXX": CXX})
status = subprocess.run([R, "CMD", "check", "--as-cran", path], env=env)
with open(Path("xgboost.Rcheck") / "00check.log", "r") as fd:
check_log = fd.read()
with open(Path("xgboost.Rcheck") / "00install.out", "r") as fd:
install_log = fd.read()
msg = f"""
----------------------- Install ----------------------
{install_log}
----------------------- Check -----------------------
{check_log}
"""
if status.returncode != 0:
print(msg)
raise ValueError("Failed r package check.")
if check_log.find("WARNING") != -1:
print(msg)
raise ValueError("Has unresolved warnings.")
if check_log.find("Examples with CPU time") != -1:
print(msg)
raise ValueError("Suspicious NOTE.")
@cd(R_PACKAGE)
@record_time
def check_rmarkdown() -> None:
assert system() != "Windows", "Document test doesn't support Windows."
env = os.environ.copy()
env.update({"MAKEFLAGS": f"-j{os.cpu_count()}"})
print("Checking R documentation.")
bin_dir = os.path.dirname(R)
rscript = os.path.join(bin_dir, "Rscript")
subprocess.check_call([rscript, "-e", "roxygen2::roxygenize()"], env=env)
output = subprocess.run(["git", "diff", "--name-only"], capture_output=True)
if len(output.stdout.decode("utf-8").strip()) != 0:
output = subprocess.run(["git", "diff"], capture_output=True)
raise ValueError(
"Please run `roxygen2::roxygenize()`. Diff:\n",
output.stdout.decode("utf-8"),
)
@cd(R_PACKAGE)
@record_time
def test_with_autotools() -> None:
"""Windows only test. No `--as-cran` check, only unittests. We don't want to manage
the dependencies on Windows machine.
"""
assert system() == "Windows"
mingw_bin = get_mingw_bin()
CXX = os.path.join(mingw_bin, "g++.exe")
CC = os.path.join(mingw_bin, "gcc.exe")
cmd = [R, "CMD", "INSTALL", str(os.path.curdir)]
env = os.environ.copy()
env.update({"CC": CC, "CXX": CXX, "MAKEFLAGS": f"-j{os.cpu_count()}"})
subprocess.check_call(cmd, env=env)
subprocess.check_call(
["R.exe", "-q", "-e", "library(testthat); setwd('tests'); source('testthat.R')"]
)
subprocess.check_call(["R.exe", "-q", "-e", "demo(runall, package = 'xgboost')"])
@record_time
def test_with_cmake(args: argparse.Namespace) -> None:
os.mkdir("build")
with DirectoryExcursion("build"):
if args.compiler == "mingw":
mingw_bin = get_mingw_bin()
CXX = os.path.join(mingw_bin, "g++.exe")
CC = os.path.join(mingw_bin, "gcc.exe")
env = os.environ.copy()
env.update({"CC": CC, "CXX": CXX})
subprocess.check_call(
[
"cmake",
os.path.pardir,
"-DUSE_OPENMP=ON",
"-DR_LIB=ON",
"-DCMAKE_CONFIGURATION_TYPES=Release",
"-G",
"Unix Makefiles",
],
env=env,
)
subprocess.check_call(["make", "-j", "install"])
elif args.compiler == "msvc":
subprocess.check_call(
[
"cmake",
os.path.pardir,
"-DUSE_OPENMP=ON",
"-DR_LIB=ON",
"-DCMAKE_CONFIGURATION_TYPES=Release",
"-A",
"x64",
]
)
subprocess.check_call(
[
"cmake",
"--build",
os.path.curdir,
"--target",
"install",
"--config",
"Release",
]
)
else:
raise ValueError("Wrong compiler")
with DirectoryExcursion(R_PACKAGE):
subprocess.check_call(
[
R,
"-q",
"-e",
"library(testthat); setwd('tests'); source('testthat.R')",
]
)
subprocess.check_call([R, "-q", "-e", "demo(runall, package = 'xgboost')"])
@record_time
def main(args: argparse.Namespace) -> None:
if args.task == "pack":
pack_rpackage()
elif args.task == "build":
src_dir = pack_rpackage()
build_rpackage(src_dir)
elif args.task == "doc":
check_rmarkdown()
elif args.task == "check":
if args.build_tool == "autotools" and system() != "Windows":
src_dir = pack_rpackage()
tarball = build_rpackage(src_dir)
check_rpackage(tarball)
elif args.build_tool == "autotools":
test_with_autotools()
else:
test_with_cmake(args)
else:
raise ValueError("Unexpected task.")
if __name__ == "__main__":
parser = argparse.ArgumentParser(
description=(
"Helper script for making R package and running R tests on CI. There are"
" also other helper scripts in the R tests directory for installing"
" dependencies and running linter."
)
)
parser.add_argument(
"--task",
type=str,
choices=["pack", "build", "check", "doc"],
default="check",
required=False,
)
parser.add_argument(
"--compiler",
type=str,
choices=["mingw", "msvc"],
help="Compiler used for compiling CXX code. Only relevant for windows build",
default="mingw",
required=False,
)
parser.add_argument(
"--build-tool",
type=str,
choices=["cmake", "autotools"],
help="Build tool for compiling CXX code and install R package.",
default="autotools",
required=False,
)
parser.add_argument(
"--r",
type=str,
default="R" if system() != "Windows" else "R.exe",
help="Path to the R executable.",
)
args = parser.parse_args()
R = args.r
try:
main(args)
finally:
print_time()