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build-docker.sh
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build-docker.sh
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#!/bin/bash
# shellcheck disable=SC2086
# This script is for users to build docker images locally. It is most useful for users wishing to edit the
# base-deps, ray-deps, or ray images. This script is *not* tested, so please look at the
# ci/build/build-docker-images.py if there are problems with using this script.
set -x
GPU=""
BASE_IMAGE="ubuntu:focal"
WHEEL_URL="https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-2.5.1-cp37-cp37m-manylinux2014_x86_64.whl"
PYTHON_VERSION="3.7.16"
while [[ $# -gt 0 ]]
do
key="$1"
case $key in
--gpu)
GPU="-gpu"
BASE_IMAGE="nvidia/cuda:11.2.0-cudnn8-devel-ubuntu18.04"
;;
--base-image)
# Override for the base image.
shift
BASE_IMAGE=$1
;;
--no-cache-build)
NO_CACHE="--no-cache"
;;
--build-development-image)
BUILD_DEV=YES
;;
--build-examples)
BUILD_EXAMPLES=YES
;;
--shas-only)
# output the SHA sum of each build. This is useful for scripting tests,
# especially when builds of different versions are running on the same machine.
# It also can facilitate cleanup.
OUTPUT_SHA=YES
;;
--wheel-to-use)
# Which wheel to use. This defaults to the latest nightly on python 3.7
echo "not implemented, just hardcode me :'("
exit 1
;;
--python-version)
# Python version to install. e.g. 3.7.7.
# Changing python versions may require a different wheel.
# If not provided defaults to 3.7.7
shift
PYTHON_VERSION=$1
;;
*)
echo "Usage: build-docker.sh [ --gpu ] [ --base-image ] [ --no-cache-build ] [ --shas-only ] [ --build-development-image ] [ --build-examples ] [ --wheel-to-use ] [ --python-version ]"
exit 1
esac
shift
done
WHEEL_DIR=$(mktemp -d)
wget --quiet "$WHEEL_URL" -P "$WHEEL_DIR"
WHEEL="$WHEEL_DIR/$(basename "$WHEEL_DIR"/*.whl)"
# Build base-deps, ray-deps, and ray.
for IMAGE in "base-deps" "ray-deps" "ray"
do
cp "$WHEEL" "docker/$IMAGE/$(basename "$WHEEL")"
if [ "$OUTPUT_SHA" ]; then
IMAGE_SHA=$(docker build $NO_CACHE --build-arg GPU="$GPU" --build-arg BASE_IMAGE="$BASE_IMAGE" --build-arg WHEEL_PATH="$(basename "$WHEEL")" --build-arg PYTHON_VERSION="$PYTHON_VERSION" -q -t "rayproject/$IMAGE:nightly$GPU" "docker/$IMAGE")
echo "rayproject/$IMAGE:nightly$GPU SHA:$IMAGE_SHA"
else
docker build $NO_CACHE --build-arg GPU="$GPU" --build-arg BASE_IMAGE="$BASE_IMAGE" --build-arg WHEEL_PATH="$(basename "$WHEEL")" --build-arg PYTHON_VERSION="$PYTHON_VERSION" -t "rayproject/$IMAGE:nightly$GPU" "docker/$IMAGE"
fi
rm "docker/$IMAGE/$(basename "$WHEEL")"
done
# Build the current Ray source
if [ $BUILD_DEV ]; then
git rev-parse HEAD > ./docker/development/git-rev
git archive -o ./docker/development/ray.tar "$(git rev-parse HEAD)"
if [ $OUTPUT_SHA ]; then
IMAGE_SHA=$(docker build $NO_CACHE -q -t rayproject/development docker/development)
echo "rayproject/development:latest SHA:$IMAGE_SHA"
else
docker build $NO_CACHE -t rayproject/development docker/development
fi
rm ./docker/development/ray.tar ./docker/development/git-rev
fi
if [ $BUILD_EXAMPLES ]; then
if [ $OUTPUT_SHA ]; then
IMAGE_SHA=$(docker build $NO_CACHE -q -t rayproject/examples docker/examples)
echo "rayproject/examples:latest SHA:$IMAGE_SHA"
else
docker build $NO_CACHE -t rayproject/examples docker/examples
fi
fi
rm -rf "$WHEEL_DIR"