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Dockerfile.full
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# Copyright (c) 2022 Ho Kim ([email protected]). All rights reserved.
# Use of this source code is governed by a GPL-3-style license that can be
# found in the LICENSE file.
# Configure environment variables
ARG FUNCTION_HOME="/opt/dash/functions/builtins"
ARG PACKAGE="openark"
ARG PYTORCH_RELEASE="23.08"
ARG PYTHON_VERSION="3"
ARG ROS_DISTRO="humble"
# Be ready for serving
FROM "nvcr.io/nvidia/pytorch:${PYTORCH_RELEASE}-py${PYTHON_VERSION}" AS server
# Package Manager Configuration
ARG DEBIAN_FRONTEND='noninteractive'
# Server Configuration
EXPOSE 80/tcp
WORKDIR /usr/local/bin
CMD [ "/bin/sh" ]
# Install dependencies
RUN apt-get update && apt-get install -y \
curl \
hwloc \
s3fs \
udev \
# Cleanup
&& apt-get clean all \
&& rm -rf /var/lib/apt/lists/*
# Install ROS2 dependencies
ARG ROS_DISTRO
RUN apt-get update && apt-get install -y \
software-properties-common \
&& add-apt-repository -y universe \
&& curl -sSL "https://raw.githubusercontent.com/ros/rosdistro/master/ros.key" -o "/usr/share/keyrings/ros-archive-keyring.gpg" \
&& echo "deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/ros-archive-keyring.gpg] http://packages.ros.org/ros2/ubuntu $(. /etc/os-release && echo $UBUNTU_CODENAME) main" >"/etc/apt/sources.list.d/ros2.list" \
&& apt-get update && apt-get install -y \
"ros-${ROS_DISTRO}-ros-base" \
# Cleanup
&& apt-get clean all \
&& rm -rf /var/lib/apt/lists/*
# Install python dependencies
ADD ./requirements.txt /requirements.txt
RUN true \
# Include target-dependent packages
&& sed -i 's/^\( *\)\(.*\# *include *( *[_0-9a-z-]\+ *)\)$/\1# \2/g' /requirements.txt \
&& sed -i "s/^\( *\)\# *\(.*\# *include *( *$(uname -m) *)\)$/\1\2/g" /requirements.txt \
# Install python dependencies
&& python3 -m pip install --no-cache-dir --requirement /requirements.txt \
# Cleanup
&& find /usr -type d -name '*__pycache__' -prune -exec rm -rf {} \; \
&& rm /requirements.txt \
&& apt-get clean all \
&& rm -rf /var/lib/apt/lists/*
# Be ready for building
FROM server AS builder
# Install dependencies
ENV CARGO_HOME="/opt/cargo"
ENV RUSTUP_HOME="/opt/rustup"
RUN apt-get update && apt-get install -y \
build-essential \
clang \
cmake \
libclang-dev \
libhwloc-dev \
libprotobuf-dev \
libprotoc-dev \
libssl-dev \
libudev-dev \
llvm-dev \
mold \
nasm \
protobuf-compiler \
ros-dev-tools \
s3fs \
# Install rustup
&& curl 'https://sh.rustup.rs' -sSf | sh -s -- -y \
# Cleanup
&& apt-get clean all \
&& rm -rf /var/lib/apt/lists/*
# Load source files
ADD . /src
WORKDIR /src
# Build it!
ARG FUNCTION_HOME
ARG ROS_DISTRO
ENV RUST_MIN_STACK=2097152
RUN \
# Cache build outputs
--mount=type=cache,target=/src/target \
--mount=type=cache,target=/usr/local/cargo/registry \
# Create output directories
mkdir -p /out/bin /out/lib \
# Setup ROS2 development environment
&& source "/opt/ros/${ROS_DISTRO}/setup.sh" \
# Include target-dependent packages
&& find ./ -type f -name Cargo.toml -exec sed -i 's/^\( *\)\(.*\# *include *( *[_0-9a-z-]\+ *)\)$/\1# \2/g' {} + \
&& find ./ -type f -name Cargo.toml -exec sed -i "s/^\( *\)\# *\(.*\# *include *( *$(uname -m) *)\)$/\1\2/g" {} + \
# Build
&& "${CARGO_HOME}/bin/rustup" default stable \
&& "${CARGO_HOME}/bin/cargo" build --all --workspace --release \
&& find ./target/release/ -maxdepth 1 -type f -perm -a=x -print0 | xargs -0 -I {} mv {} /out/bin \
&& mv ./LICENSE /LICENSE \
# Copy or-tools lib
&& find ./target/release/ -name 'libortools*.so*' -type f -print0 | xargs -0 -I {} mv {} /out/lib \
&& find ./target/release/ -name 'libortools*.so*' -type l -print0 | xargs -0 -I {} mv {} /out/lib \
# Copy pipe functions
&& mkdir -p "${FUNCTION_HOME}" \
&& mv ./crates/dash/pipe/functions/python/examples "${FUNCTION_HOME}/python"
# Copy executable files
FROM server
ARG FUNCTION_HOME
ARG PACKAGE
COPY --from=builder "${FUNCTION_HOME}" "${FUNCTION_HOME}"
COPY --from=builder /out/bin/* /usr/local/bin/
COPY --from=builder /out/lib/* /usr/local/lib/
COPY --from=builder /LICENSE /usr/share/licenses/${PACKAGE}/LICENSE
# Link 3rd-party binary
ENV LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:/usr/local/lib:/usr/local/lib64"
RUN true \
# Common
&& echo '/usr/local/lib' >/etc/ld.so.conf.d/100-path-local-lib.conf \
&& echo '/usr/local/lib64' >>/etc/ld.so.conf.d/100-path-local-lib.conf \
# CUDA :: NVIDIA
&& for file in /usr/local/lib/python*/dist-packages/nvidia/*/lib/*.so*; do true \
&& ln -sf "${file}" "/usr/local/lib/$(basename "${file}")" \
; done \
# CUDA :: PyTorch
&& for file in /usr/local/lib/python*/dist-packages/torch/lib/*.so*; do true \
&& ln -sf "${file}" "/usr/local/lib/$(basename "${file}")" \
; done \
# Apply
&& ldconfig
# # Link onnxruntime CAPI binary
# RUN ORT_DYLIB_PATH="$(python3 -c 'import inspect,os; import onnxruntime; print(f"{os.path.dirname(inspect.getfile(onnxruntime))}/capi")')" \
# && echo "/usr/local/bin" > "/etc/ld.so.conf.d/onnxruntime-$(arch).conf" \
# && echo "${ORT_DYLIB_PATH}" > "/etc/ld.so.conf.d/onnxruntime-capi-$(arch).conf" \
# && echo "export ORT_DYLIB_PATH=${ORT_DYLIB_PATH}" >> "/etc/environment" \
# && ldconfig