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This commit is contained in:
Hui Liu
2024-01-24 13:30:08 -08:00
parent 069cf1d019 d12cc1090a
commit 3fe874078c
83 changed files with 1408 additions and 1273 deletions
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64
jvm-packages/create_jni.py
View File

@@ -1,6 +1,6 @@
#!/usr/bin/env python
import errno
import argparse
import errno
import glob
import os
import platform
@@ -19,13 +19,12 @@ CONFIG = {
"USE_HDFS": "OFF",
"USE_AZURE": "OFF",
"USE_S3": "OFF",
"USE_CUDA": "OFF",
"USE_NCCL": "OFF",
"USE_HIP": "OFF",
"USE_RCCL": "OFF",
"JVM_BINDINGS": "ON",
"LOG_CAPI_INVOCATION": "OFF"
"LOG_CAPI_INVOCATION": "OFF",
}
@@ -72,18 +71,13 @@ 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')
parser.add_argument('--use-hip', 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(".."):
@@ -92,7 +86,7 @@ if __name__ == "__main__":
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":
@@ -100,12 +94,12 @@ if __name__ == "__main__":
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"
elif cli_args.use_hip== 'ON':
CONFIG['USE_HIP'] = 'ON'
@@ -123,7 +117,7 @@ if __name__ == "__main__":
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)
@@ -133,8 +127,10 @@ if __name__ == "__main__":
run(f'"{sys.executable}" mapfeat.py')
run(f'"{sys.executable}" mknfold.py machine.txt 1')
xgboost4j = 'xgboost4j-gpu' if cli_args.use_cuda == 'ON' or cli_args.use_hip== 'ON' else 'xgboost4j'
xgboost4j_spark = 'xgboost4j-spark-gpu' if cli_args.use_cuda == 'ON' or cli_args.use_hip == 'ON' else 'xgboost4j-spark'
xgboost4j = "xgboost4j-gpu" if cli_args.use_cuda == "ON" or cli_args.use_hip== "ON" else "xgboost4j"
xgboost4j_spark = (
"xgboost4j-spark-gpu" if cli_args.use_cuda == "ON" or cli_args.use_hip == "ON" else "xgboost4j-spark"
)
print("copying native library")
library_name, os_folder = {
@@ -149,14 +145,19 @@ if __name__ == "__main__":
"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))
@@ -172,3 +173,18 @@ if __name__ == "__main__":
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)

16
jvm-packages/pom.xml
View File

@@ -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>
@@ -43,10 +43,10 @@
<maven.wagon.http.retryHandler.count>5</maven.wagon.http.retryHandler.count>
<log.capi.invocation>OFF</log.capi.invocation>
<use.cuda>OFF</use.cuda>
<cudf.version>23.10.0</cudf.version>
<spark.rapids.version>23.10.0</spark.rapids.version>
<cudf.version>23.12.1</cudf.version>
<spark.rapids.version>23.12.1</spark.rapids.version>
<cudf.classifier>cuda12</cudf.classifier>
<use.hip>OFF</use.hip>
<cudf.classifier>cuda11</cudf.classifier>
<scalatest.version>3.2.17</scalatest.version>
<scala-collection-compat.version>2.11.0</scala-collection-compat.version>
@@ -91,14 +91,6 @@
</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>

8
jvm-packages/xgboost4j-example/pom.xml
View File

@@ -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_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-example_2.12</artifactId>
<version>2.1.0-SNAPSHOT</version>
<packaging>jar</packaging>
<build>
@@ -26,7 +26,7 @@
<dependencies>
<dependency>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost4j-spark_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-spark_2.12</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>
@@ -37,7 +37,7 @@
</dependency>
<dependency>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost4j-flink_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-flink_2.12</artifactId>
<version>${project.version}</version>
</dependency>
</dependencies>

6
jvm-packages/xgboost4j-flink/pom.xml
View File

@@ -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_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-flink_2.12</artifactId>
<version>2.1.0-SNAPSHOT</version>
<properties>
<flink-ml.version>2.2.0</flink-ml.version>
@@ -30,7 +30,7 @@
<dependencies>
<dependency>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost4j_${scala.binary.version}</artifactId>
<artifactId>xgboost4j_2.12</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>

4
jvm-packages/xgboost4j-gpu/pom.xml
View File

@@ -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>

6
jvm-packages/xgboost4j-spark-gpu/pom.xml
View File

@@ -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-spark-gpu</name>
<artifactId>xgboost4j-spark-gpu_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-spark-gpu_2.12</artifactId>
<build>
<plugins>
<plugin>
@@ -24,7 +24,7 @@
<dependencies>
<dependency>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost4j-gpu_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-gpu_2.12</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>

6
jvm-packages/xgboost4j-spark/pom.xml
View File

@@ -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-spark</name>
<artifactId>xgboost4j-spark_${scala.binary.version}</artifactId>
<artifactId>xgboost4j-spark_2.12</artifactId>
<build>
<plugins>
<plugin>
@@ -24,7 +24,7 @@
<dependencies>
<dependency>
<groupId>ml.dmlc</groupId>
<artifactId>xgboost4j_${scala.binary.version}</artifactId>
<artifactId>xgboost4j_2.12</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>

4
jvm-packages/xgboost4j/pom.xml
View File

@@ -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</name>
<artifactId>xgboost4j_${scala.binary.version}</artifactId>
<artifactId>xgboost4j_2.12</artifactId>
<version>2.1.0-SNAPSHOT</version>
<packaging>jar</packaging>