onnxruntime/tools/android_custom_build/build_custom_android_package.py

123 lines
5.5 KiB
Python
Executable file

#!/usr/bin/env python3
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
import argparse
import pathlib
import shutil
import subprocess
SCRIPT_DIR = pathlib.Path(__file__).parent.resolve()
DEFAULT_OPS_CONFIG_RELATIVE_PATH = "tools/ci_build/github/android/mobile_package.required_operators.config"
DEFAULT_BUILD_SETTINGS_RELATIVE_PATH = "tools/ci_build/github/android/default_mobile_aar_build_settings.json"
def parse_args():
parser = argparse.ArgumentParser(
description="""Builds a custom ONNX Runtime Android package.
This script first builds a Docker image with the ONNX Runtime Android build environment
dependencies. Then, from a Docker container with that image, it calls the ONNX Runtime build
scripts to build a custom Android package. The resulting package will be under
<working_dir>/output/aar_out. See https://onnxruntime.ai/docs/build/custom.html for more
information about custom builds.""")
parser.add_argument("working_dir", type=pathlib.Path,
help="The directory used to store intermediate and output files.")
parser.add_argument("--onnxruntime_branch_or_tag",
help="The ONNX Runtime branch or tag to build. "
"Supports branches and tags starting from 1.11 (branch rel-1.11.0 or tag v1.11.0). "
"If unspecified, builds the latest.")
parser.add_argument("--onnxruntime_repo_url",
help="The ONNX Runtime repo URL. If unspecified, uses the official repo.")
parser.add_argument("--include_ops_by_config", type=pathlib.Path,
help="The configuration file specifying which ops to include. "
"Such a configuration file is generated during ONNX to ORT format model conversion. "
f"The default is {DEFAULT_OPS_CONFIG_RELATIVE_PATH} in the ONNX Runtime repo.")
parser.add_argument("--build_settings", type=pathlib.Path,
help="The configuration file specifying the build.py options. "
f"The default is {DEFAULT_BUILD_SETTINGS_RELATIVE_PATH} in the ONNX Runtime repo.")
default_config = "Release"
parser.add_argument("--config", choices=["Debug", "MinSizeRel", "Release", "RelWithDebInfo"],
default=default_config,
help="The build configuration. "
f"The default is {default_config}.")
default_docker_image_tag = "onnxruntime-android-custom-build:latest"
parser.add_argument("--docker_image_tag", default=default_docker_image_tag,
help="The tag for the Docker image. "
f"The default is {default_docker_image_tag}.")
parser.add_argument("--docker_path", default=shutil.which("docker"),
help="The path to docker. If unspecified, docker should be in PATH.")
args = parser.parse_args()
if args.docker_path is None:
raise ValueError("Unable to determine docker path. Please provide it with --docker_path.")
return args
def main():
args = parse_args()
docker_build_args = []
if args.onnxruntime_branch_or_tag:
docker_build_args += ["--build-arg", f"ONNXRUNTIME_BRANCH_OR_TAG={args.onnxruntime_branch_or_tag}"]
if args.onnxruntime_repo_url:
docker_build_args += ["--build-arg", f"ONNXRUNTIME_REPO={args.onnxruntime_repo_url}"]
docker_build_cmd = [args.docker_path, "build",
"--tag", args.docker_image_tag,
"--file", str(SCRIPT_DIR / "Dockerfile"),
] + docker_build_args + [str(SCRIPT_DIR)]
subprocess.run(docker_build_cmd, check=True)
working_dir = args.working_dir
working_dir.mkdir(parents=True, exist_ok=True)
working_dir = working_dir.resolve()
# copy over any custom build configuration files
config_files = [f for f in [args.include_ops_by_config, args.build_settings] if f]
if config_files:
input_dir = working_dir / "input"
input_dir.mkdir(exist_ok=True)
for config_file in config_files:
shutil.copy(config_file, input_dir)
output_dir = working_dir / "output"
output_dir.mkdir(exist_ok=True)
container_ops_config_file = \
f"/workspace/shared/input/{args.include_ops_by_config.name}" if args.include_ops_by_config \
else f"/workspace/onnxruntime/{DEFAULT_OPS_CONFIG_RELATIVE_PATH}"
container_build_settings_file =\
f"/workspace/shared/input/{args.build_settings.name}" if args.build_settings \
else f"/workspace/onnxruntime/{DEFAULT_BUILD_SETTINGS_RELATIVE_PATH}"
docker_run_cmd = [args.docker_path, "run",
"--rm", "-it",
f"--volume={str(working_dir)}:/workspace/shared",
args.docker_image_tag,
"/usr/bin/env", "python3",
"/workspace/onnxruntime/tools/ci_build/github/android/build_aar_package.py",
"--build_dir=/workspace/shared/output",
f"--config={args.config}",
f"--include_ops_by_config={container_ops_config_file}",
container_build_settings_file,
]
subprocess.run(docker_run_cmd, check=True)
print("Finished building Android package at '{}'.".format(output_dir / "aar_out"))
if __name__ == "__main__":
main()