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[jvm-packages] Update release scripts (#9983)
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* [jvm-packages] Add Scala version suffix to xgboost-jvm package (#9776)

* Update JVM script (#9714)

* Revamp pom.xml

* Update instructions in prepare_jvm_release.py

* Fix formatting

* [jvm-packages] Fix POM for xgboost-jvm metapackage (#9893)

* [jvm-packages] Fix POM for xgboost-jvm metapackage

* Add script for updating the Scala version

* Update change_scala_version.py to also change scala.version property (#9897)

* Remove 'release-cpu-only' profile

* Remove scala-2.13 profile; enable gpu package for Scala 2.13
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hcho3 authored Jan 12, 2024
1 parent f88c438 commit 1168a68
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79 changes: 79 additions & 0 deletions dev/change_scala_version.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,79 @@
import argparse
import pathlib
import re
import shutil


def main(args):
if args.scala_version == "2.12":
scala_ver = "2.12"
scala_patchver = "2.12.18"
elif args.scala_version == "2.13":
scala_ver = "2.13"
scala_patchver = "2.13.11"
else:
raise ValueError(f"Unsupported Scala version: {args.scala_version}")

# Clean artifacts
if args.purge_artifacts:
for target in pathlib.Path("jvm-packages/").glob("**/target"):
if target.is_dir():
print(f"Removing {target}...")
shutil.rmtree(target)

# Update pom.xml
for pom in pathlib.Path("jvm-packages/").glob("**/pom.xml"):
print(f"Updating {pom}...")
with open(pom, "r", encoding="utf-8") as f:
lines = f.readlines()
with open(pom, "w", encoding="utf-8") as f:
replaced_scalaver = False
replaced_scala_binver = False
for line in lines:
for artifact in [
"xgboost-jvm",
"xgboost4j",
"xgboost4j-gpu",
"xgboost4j-spark",
"xgboost4j-spark-gpu",
"xgboost4j-flink",
"xgboost4j-example",
]:
line = re.sub(
f"<artifactId>{artifact}_[0-9\\.]*",
f"<artifactId>{artifact}_{scala_ver}",
line,
)
# Only replace the first occurrence of scala.version
if not replaced_scalaver:
line, nsubs = re.subn(
r"<scala.version>[0-9\.]*",
f"<scala.version>{scala_patchver}",
line,
)
if nsubs > 0:
replaced_scalaver = True
# Only replace the first occurrence of scala.binary.version
if not replaced_scala_binver:
line, nsubs = re.subn(
r"<scala.binary.version>[0-9\.]*",
f"<scala.binary.version>{scala_ver}",
line,
)
if nsubs > 0:
replaced_scala_binver = True
f.write(line)


if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--purge-artifacts", action="store_true")
parser.add_argument(
"--scala-version",
type=str,
required=True,
help="Version of Scala to use in the JVM packages",
choices=["2.12", "2.13"],
)
parsed_args = parser.parse_args()
main(parsed_args)
36 changes: 27 additions & 9 deletions dev/prepare_jvm_release.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,6 @@
import errno
import glob
import os
import platform
import re
import shutil
import subprocess
Expand Down Expand Up @@ -88,10 +87,6 @@ def main():
help="Version of the release being prepared",
)
args = parser.parse_args()

if sys.platform != "darwin" or platform.machine() != "arm64":
raise NotImplementedError("Please run this script using an M1 Mac")

version = args.release_version
expected_git_tag = "v" + version
current_git_tag = get_current_git_tag()
Expand Down Expand Up @@ -141,6 +136,7 @@ def main():
("linux", "x86_64"),
("windows", "x86_64"),
("macos", "x86_64"),
("macos", "aarch64"),
]:
output_dir = f"xgboost4j/src/main/resources/lib/{os_ident}/{arch}"
maybe_makedirs(output_dir)
Expand All @@ -164,6 +160,10 @@ def main():
url=f"{nightly_bucket_prefix}/{git_branch}/libxgboost4j/libxgboost4j_{commit_hash}.dylib",
filename="xgboost4j/src/main/resources/lib/macos/x86_64/libxgboost4j.dylib",
)
retrieve(
url=f"{nightly_bucket_prefix}/{git_branch}/libxgboost4j/libxgboost4j_m1_{commit_hash}.dylib",
filename="xgboost4j/src/main/resources/lib/macos/aarch64/libxgboost4j.dylib",
)

with tempfile.TemporaryDirectory() as tempdir:
# libxgboost4j.so for Linux x86_64, CPU only
Expand Down Expand Up @@ -210,13 +210,31 @@ def main():
"2. Store the Sonatype credentials in .m2/settings.xml. See insturctions in "
"https://central.sonatype.org/publish/publish-maven/"
)
print("3. Now on a Mac machine, run:")
print(" GPG_TTY=$(tty) mvn deploy -Prelease -DskipTests")
print(
"3. Now on a Linux machine, run the following to build Scala 2.12 artifacts. "
"Make sure to use an Internet connection with fast upload speed:"
)
print(
" # Skip native build, since we have all needed native binaries from CI\n"
" export MAVEN_SKIP_NATIVE_BUILD=1\n"
" GPG_TTY=$(tty) mvn deploy -Prelease -DskipTests"
)
print(
"4. Log into https://oss.sonatype.org/. On the left menu panel, click Staging "
"Repositories. Visit the URL https://oss.sonatype.org/content/repositories/mldmlc-1085 "
"Repositories. Visit the URL https://oss.sonatype.org/content/repositories/mldmlc-xxxx "
"to inspect the staged JAR files. Finally, press Release button to publish the "
"artifacts to the Maven Central repository."
"artifacts to the Maven Central repository. The top-level metapackage should be "
"named xgboost-jvm_2.12."
)
print(
"5. Remove the Scala 2.12 artifacts and build Scala 2.13 artifacts:\n"
" export MAVEN_SKIP_NATIVE_BUILD=1\n"
" python dev/change_scala_version.py --scala-version 2.13 --purge-artifacts\n"
" GPG_TTY=$(tty) mvn deploy -Prelease -DskipTests"
)
print(
"6. Go to https://oss.sonatype.org/ to release the Scala 2.13 artifacts. "
"The top-level metapackage should be named xgboost-jvm_2.13."
)


Expand Down
65 changes: 41 additions & 24 deletions jvm-packages/create_jni.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#!/usr/bin/env python
import errno
import argparse
import errno
import glob
import os
import platform
Expand All @@ -19,11 +19,10 @@
"USE_HDFS": "OFF",
"USE_AZURE": "OFF",
"USE_S3": "OFF",

"USE_CUDA": "OFF",
"USE_NCCL": "OFF",
"JVM_BINDINGS": "ON",
"LOG_CAPI_INVOCATION": "OFF"
"LOG_CAPI_INVOCATION": "OFF",
}


Expand Down Expand Up @@ -70,39 +69,35 @@ def normpath(path):
return normalized


if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument('--log-capi-invocation', type=str, choices=['ON', 'OFF'], default='OFF')
parser.add_argument('--use-cuda', type=str, choices=['ON', 'OFF'], default='OFF')
cli_args = parser.parse_args()

def native_build(args):
if sys.platform == "darwin":
# Enable of your compiler supports OpenMP.
CONFIG["USE_OPENMP"] = "OFF"
os.environ["JAVA_HOME"] = subprocess.check_output(
"/usr/libexec/java_home").strip().decode()
os.environ["JAVA_HOME"] = (
subprocess.check_output("/usr/libexec/java_home").strip().decode()
)

print("building Java wrapper")
with cd(".."):
build_dir = 'build-gpu' if cli_args.use_cuda == 'ON' else 'build'
build_dir = "build-gpu" if cli_args.use_cuda == "ON" else "build"
maybe_makedirs(build_dir)
with cd(build_dir):
if sys.platform == "win32":
# Force x64 build on Windows.
maybe_generator = ' -A x64'
maybe_generator = " -A x64"
else:
maybe_generator = ""
if sys.platform == "linux":
maybe_parallel_build = " -- -j $(nproc)"
else:
maybe_parallel_build = ""

if cli_args.log_capi_invocation == 'ON':
CONFIG['LOG_CAPI_INVOCATION'] = 'ON'
if cli_args.log_capi_invocation == "ON":
CONFIG["LOG_CAPI_INVOCATION"] = "ON"

if cli_args.use_cuda == 'ON':
CONFIG['USE_CUDA'] = 'ON'
CONFIG['USE_NCCL'] = 'ON'
if cli_args.use_cuda == "ON":
CONFIG["USE_CUDA"] = "ON"
CONFIG["USE_NCCL"] = "ON"
CONFIG["USE_DLOPEN_NCCL"] = "OFF"

args = ["-D{0}:BOOL={1}".format(k, v) for k, v in CONFIG.items()]
Expand All @@ -116,7 +111,7 @@ def normpath(path):
if gpu_arch_flag is not None:
args.append("%s" % gpu_arch_flag)

lib_dir = os.path.join(os.pardir, 'lib')
lib_dir = os.path.join(os.pardir, "lib")
if os.path.exists(lib_dir):
shutil.rmtree(lib_dir)
run("cmake .. " + " ".join(args) + maybe_generator)
Expand All @@ -126,8 +121,10 @@ def normpath(path):
run(f'"{sys.executable}" mapfeat.py')
run(f'"{sys.executable}" mknfold.py machine.txt 1')

xgboost4j = 'xgboost4j-gpu' if cli_args.use_cuda == 'ON' else 'xgboost4j'
xgboost4j_spark = 'xgboost4j-spark-gpu' if cli_args.use_cuda == 'ON' else 'xgboost4j-spark'
xgboost4j = "xgboost4j-gpu" if cli_args.use_cuda == "ON" else "xgboost4j"
xgboost4j_spark = (
"xgboost4j-spark-gpu" if cli_args.use_cuda == "ON" else "xgboost4j-spark"
)

print("copying native library")
library_name, os_folder = {
Expand All @@ -142,14 +139,19 @@ def normpath(path):
"i86pc": "x86_64", # on Solaris x86_64
"sun4v": "sparc", # on Solaris sparc
"arm64": "aarch64", # on macOS & Windows ARM 64-bit
"aarch64": "aarch64"
"aarch64": "aarch64",
}[platform.machine().lower()]
output_folder = "{}/src/main/resources/lib/{}/{}".format(xgboost4j, os_folder, arch_folder)
output_folder = "{}/src/main/resources/lib/{}/{}".format(
xgboost4j, os_folder, arch_folder
)
maybe_makedirs(output_folder)
cp("../lib/" + library_name, output_folder)

print("copying pure-Python tracker")
cp("../python-package/xgboost/tracker.py", "{}/src/main/resources".format(xgboost4j))
cp(
"../python-package/xgboost/tracker.py",
"{}/src/main/resources".format(xgboost4j),
)

print("copying train/test files")
maybe_makedirs("{}/src/test/resources".format(xgboost4j_spark))
Expand All @@ -165,3 +167,18 @@ def normpath(path):
maybe_makedirs("{}/src/test/resources".format(xgboost4j))
for file in glob.glob("../demo/data/agaricus.*"):
cp(file, "{}/src/test/resources".format(xgboost4j))


if __name__ == "__main__":
if "MAVEN_SKIP_NATIVE_BUILD" in os.environ:
print("MAVEN_SKIP_NATIVE_BUILD is set. Skipping native build...")
else:
parser = argparse.ArgumentParser()
parser.add_argument(
"--log-capi-invocation", type=str, choices=["ON", "OFF"], default="OFF"
)
parser.add_argument(
"--use-cuda", type=str, choices=["ON", "OFF"], default="OFF"
)
cli_args = parser.parse_args()
native_build(cli_args)
10 changes: 1 addition & 9 deletions jvm-packages/pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@
<modelVersion>4.0.0</modelVersion>

<groupId>ml.dmlc</groupId>
<artifactId>xgboost-jvm</artifactId>
<artifactId>xgboost-jvm_2.12</artifactId>
<version>2.1.0-SNAPSHOT</version>
<packaging>pom</packaging>
<name>XGBoost JVM Package</name>
Expand Down Expand Up @@ -90,14 +90,6 @@
</modules>
</profile>

<profile>
<id>scala-2.13</id>
<properties>
<scala.binary.version>2.13</scala.binary.version>
<scala.version>2.13.11</scala.version>
</properties>
</profile>

<!-- gpu profile with both cpu and gpu test suites -->
<profile>
<id>gpu</id>
Expand Down
8 changes: 4 additions & 4 deletions jvm-packages/xgboost4j-example/pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -5,11 +5,11 @@
<modelVersion>4.0.0</modelVersion>
<parent>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost-jvm</artifactId>
<artifactId>xgboost-jvm_2.12</artifactId>
<version>2.1.0-SNAPSHOT</version>
</parent>
<name>xgboost4j-example</name>
<artifactId>xgboost4j-example_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-example_2.12</artifactId>
<version>2.1.0-SNAPSHOT</version>
<packaging>jar</packaging>
<build>
Expand All @@ -26,7 +26,7 @@
<dependencies>
<dependency>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost4j-spark_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-spark_2.12</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>
Expand All @@ -37,7 +37,7 @@
</dependency>
<dependency>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost4j-flink_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-flink_2.12</artifactId>
<version>${project.version}</version>
</dependency>
</dependencies>
Expand Down
6 changes: 3 additions & 3 deletions jvm-packages/xgboost4j-flink/pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -5,12 +5,12 @@
<modelVersion>4.0.0</modelVersion>
<parent>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost-jvm</artifactId>
<artifactId>xgboost-jvm_2.12</artifactId>
<version>2.1.0-SNAPSHOT</version>
</parent>

<name>xgboost4j-flink</name>
<artifactId>xgboost4j-flink_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-flink_2.12</artifactId>
<version>2.1.0-SNAPSHOT</version>
<properties>
<flink-ml.version>2.2.0</flink-ml.version>
Expand All @@ -30,7 +30,7 @@
<dependencies>
<dependency>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost4j_${scala.binary.version}</artifactId>
<artifactId>xgboost4j_2.12</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>
Expand Down
4 changes: 2 additions & 2 deletions jvm-packages/xgboost4j-gpu/pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -5,10 +5,10 @@
<modelVersion>4.0.0</modelVersion>
<parent>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost-jvm</artifactId>
<artifactId>xgboost-jvm_2.12</artifactId>
<version>2.1.0-SNAPSHOT</version>
</parent>
<artifactId>xgboost4j-gpu_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-gpu_2.12</artifactId>
<name>xgboost4j-gpu</name>
<version>2.1.0-SNAPSHOT</version>
<packaging>jar</packaging>
Expand Down
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