Add script and Dockerfile to build custom Android package (#11144)

* Handle relative paths in --include_ops_by_config.

* Add dockerfile.

* update comments

* refine

* update perms

* refine

* wording

* Change readme to md file, add link to docs site.
This commit is contained in:
Edward Chen 2022-04-12 10:16:10 -07:00 committed by GitHub
parent e397d8e63e
commit 38e67e66a2
No known key found for this signature in database
GPG key ID: 4AEE18F83AFDEB23
6 changed files with 206 additions and 6 deletions

View file

@ -0,0 +1,2 @@
# ignore all files
*

View file

@ -0,0 +1,73 @@
# --------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.
# --------------------------------------------------------------
# Dockerfile for ONNX Runtime Android package build environment
FROM ubuntu:18.04
ENV DEBIAN_FRONTEND=noninteractive
# install utilities
RUN apt-get update && apt-get install --yes --no-install-recommends \
aria2 \
unzip
# install Java
RUN apt-get install --yes --no-install-recommends openjdk-8-jdk-headless
ENV ANDROID_HOME=/opt/android-sdk
ENV NDK_VERSION=24.0.8215888
ENV ANDROID_NDK_HOME=${ANDROID_HOME}/ndk/${NDK_VERSION}
# install Android command line tools
RUN aria2c -q -d /tmp -o cmdline-tools.zip \
--checksum=sha-256=d71f75333d79c9c6ef5c39d3456c6c58c613de30e6a751ea0dbd433e8f8b9cbf \
https://dl.google.com/android/repository/commandlinetools-linux-8092744_latest.zip && \
unzip /tmp/cmdline-tools.zip -d /tmp/cmdline-tools && \
mkdir -p ${ANDROID_HOME}/cmdline-tools && \
mv /tmp/cmdline-tools/cmdline-tools ${ANDROID_HOME}/cmdline-tools/latest
RUN yes | ${ANDROID_HOME}/cmdline-tools/latest/bin/sdkmanager --licenses
RUN ${ANDROID_HOME}/cmdline-tools/latest/bin/sdkmanager --install \
"platforms;android-32" \
"ndk;${NDK_VERSION}"
# install ORT dependencies
RUN apt-get install --yes --no-install-recommends \
ca-certificates \
build-essential \
git \
ninja-build \
python3-dev \
python3-numpy \
python3-pip \
python3-setuptools \
python3-wheel
# cmake
RUN CMAKE_VERSION=3.21.0 && \
aria2c -q -d /tmp -o cmake-${CMAKE_VERSION}-linux-x86_64.tar.gz \
--checksum=sha-256=d54ef6909f519740bc85cec07ff54574cd1e061f9f17357d9ace69f61c6291ce \
https://github.com/Kitware/CMake/releases/download/v${CMAKE_VERSION}/cmake-${CMAKE_VERSION}-linux-x86_64.tar.gz && \
tar -zxf /tmp/cmake-${CMAKE_VERSION}-linux-x86_64.tar.gz --strip=1 -C /usr
# gradle
RUN GRADLE_VERSION=6.8.3 && \
aria2c -q -d /tmp -o gradle-${GRADLE_VERSION}-bin.zip \
--checksum=sha-256=7faa7198769f872826c8ef4f1450f839ec27f0b4d5d1e51bade63667cbccd205 \
https://services.gradle.org/distributions/gradle-${GRADLE_VERSION}-bin.zip && \
mkdir /opt/gradle && \
unzip -d /opt/gradle /tmp/gradle-${GRADLE_VERSION}-bin.zip && \
ln -s /opt/gradle/gradle-${GRADLE_VERSION}/bin/gradle /usr/bin
# flatbuffers
RUN python3 -m pip install flatbuffers==2.0
WORKDIR /workspace
# get ORT repo
ARG ONNXRUNTIME_REPO=https://github.com/microsoft/onnxruntime.git
ARG ONNXRUNTIME_BRANCH_OR_TAG=master
RUN git clone --single-branch --branch=${ONNXRUNTIME_BRANCH_OR_TAG} --recurse-submodules ${ONNXRUNTIME_REPO} \
/workspace/onnxruntime

View file

@ -0,0 +1,117 @@
#!/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("--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 = ["--build-arg", f"ONNXRUNTIME_BRANCH_OR_TAG={args.onnxruntime_branch_or_tag}"] \
if args.onnxruntime_branch_or_tag else []
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()

View file

@ -0,0 +1,9 @@
This directory contains helper files for building a custom ONNX Runtime Android package. It can be copied outside of the ONNX Runtime repo and used independently.
Run the ./build_custom_android_package.py script. Use the --help option for more information.
Prerequisites:
- Python 3.6+
- Docker
See https://onnxruntime.ai/docs/build/custom.html for more information about creating and using custom builds.

View file

@ -79,6 +79,7 @@ def _parse_build_settings(args):
def _build_aar(args):
build_settings = _parse_build_settings(args)
build_dir = os.path.abspath(args.build_dir)
ops_config_path = os.path.abspath(args.include_ops_by_config) if args.include_ops_by_config else None
# Setup temp environment for building
temp_env = os.environ.copy()
@ -91,9 +92,7 @@ def _build_aar(args):
aar_dir = os.path.join(intermediates_dir, 'aar', build_config)
jnilibs_dir = os.path.join(intermediates_dir, 'jnilibs', build_config)
exe_dir = os.path.join(intermediates_dir, 'executables', build_config)
base_build_command = [
sys.executable, BUILD_PY, '--config=' + build_config
] + build_settings['build_params']
base_build_command = [sys.executable, BUILD_PY] + build_settings['build_params'] + ['--config=' + build_config]
header_files_path = ''
# Build binary for each ABI, one by one
@ -104,8 +103,8 @@ def _build_aar(args):
'--build_dir=' + abi_build_dir
]
if args.include_ops_by_config is not None:
abi_build_command += ['--include_ops_by_config=' + args.include_ops_by_config]
if ops_config_path is not None:
abi_build_command += ['--include_ops_by_config=' + ops_config_path]
subprocess.run(abi_build_command, env=temp_env, shell=False, check=True, cwd=REPO_DIR)

View file

@ -104,7 +104,7 @@ def _build_package(args):
# Temp dirs to hold building results
intermediates_dir = os.path.join(build_dir, 'intermediates')
build_config = args.config
base_build_command = [sys.executable, BUILD_PY, '--config=' + build_config] + build_settings['build_params']
base_build_command = [sys.executable, BUILD_PY] + build_settings['build_params'] + ['--config=' + build_config]
if args.include_ops_by_config is not None:
base_build_command += ['--include_ops_by_config=' + str(args.include_ops_by_config.resolve())]