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docker-publish.yml
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name: Docker Publish
# This workflow uses actions that are not certified by GitHub.
# They are provided by a third-party and are governed by
# separate terms of service, privacy policy, and support
# documentation.
on:
release:
types: [ "published" ]
pull_request:
branches: [ "main" ]
env:
# Use docker.io for Docker Hub if empty
REGISTRY: ghcr.io
JAX_VERSION : 0.4.23
JAX_CONDA_IMAGE_NAME : "yfukai/conda-jax"
# github.repository as <account>/<repo>
IMAGE_NAME: ${{ github.repository }}
jobs:
build:
runs-on: ubuntu-latest
permissions:
contents: read
packages: write
# This is used to complete the identity challenge
# with sigstore/fulcio when running outside of PRs.
id-token: write
steps:
- name: Checkout repository
uses: actions/checkout@v3
# Install the cosign tool except on PR
# https://github.com/sigstore/cosign-installer
- name: Install Cosign
uses: sigstore/[email protected]
with:
cosign-release: 'v2.2.1'
# Workaround: https://github.com/docker/build-push-action/issues/461
- name: Setup Docker buildx
uses: docker/setup-buildx-action@79abd3f86f79a9d68a23c75a09a9a85889262adf
# Login against a Docker registry except on PR
# https://github.com/docker/login-action
- name: Log into registry ${{ env.REGISTRY }}
uses: docker/login-action@28218f9b04b4f3f62068d7b6ce6ca5b26e35336c
with:
registry: ${{ env.REGISTRY }}
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
# Extract metadata (tags, labels) for Docker
# https://github.com/docker/metadata-action
- name: Extract Docker metadata (JAX conda CPU)
id: meta_jax_conda
uses: docker/metadata-action@v5
with:
images: ${{ env.REGISTRY }}/${{ env.JAX_CONDA_IMAGE_NAME }}
- name: Extract first tag (JAX conda CPU)
id: extract_first_tag_cpu
run: |
# Extracting the first tag
tags="${{ steps.meta_jax_conda.outputs.tags }}"
first_line=$(echo "$tags" | head -n 1)
# Setting the output
echo "meta_jax_conda_first_tag=$first_line" >> $GITHUB_OUTPUT
- name: Extract Docker metadata (JAX conda GPU)
id: meta_jax_conda_cuda
uses: docker/metadata-action@v5
with:
images: ${{ env.REGISTRY }}/${{ env.JAX_CONDA_IMAGE_NAME }}
flavor: |
latest=auto
suffix=-cuda,onlatest=true
- name: Extract first tag (JAX conda GPU)
id: extract_first_tag_gpu
run: |
# Extracting the first tag
tags="${{ steps.meta_jax_conda_cuda.outputs.tags }}"
first_line=$(echo "$tags" | head -n 1)
# Setting the output
echo "meta_jax_conda_cuda_first_tag=$first_line" >> $GITHUB_OUTPUT
- name: Extract Docker metadata (CPU)
id: meta
uses: docker/metadata-action@v5
with:
images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
- name: Extract Docker metadata (GPU)
id: meta_cuda
uses: docker/metadata-action@v5
with:
images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
flavor: |
latest=auto
suffix=-cuda,onlatest=true
- name: Set up QEMU
uses: docker/setup-qemu-action@v2
# Build and push Docker image with Buildx
# https://github.com/docker/build-push-action
- name: Build and push Docker image (JAX conda CPU)
id: build-and-push-jax-conda-cpu
uses: docker/build-push-action@v5
with:
context: jax_image/
platforms: linux/amd64,linux/arm64/v8
push: true
tags: ${{ steps.meta_jax_conda.outputs.tags }}
labels: ${{ steps.meta_jax_conda.outputs.labels }}
build-args: |
JAX_VERSION=${{ env.JAX_VERSION }}
- name: Build and push Docker image (JAX conda GPU)
id: build-and-push-jax-conda-gpu
uses: docker/build-push-action@v5
with:
context: jax_image/
platforms: linux/amd64
push: true
tags: ${{ steps.meta_jax_conda_cuda.outputs.tags }}
labels: ${{ steps.meta_jax_conda_cuda.outputs.labels }}
build-args: |
JAX_VERSION=${{ env.JAX_VERSION }}
JAX_VERSION_EXTRA=cuda11_local
BASE_IMAGE=nvidia/cuda:11.8.0-cudnn8-devel-ubuntu20.04
- name: Build and push Docker image (CPU)
id: build-and-push-cpu
uses: docker/build-push-action@v5
with:
context: .
platforms: linux/amd64,linux/arm64/v8
push: true
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}
build-args: |
BASE_IMAGE=${{ steps.extract_first_tag_cpu.outputs.meta_jax_conda_first_tag }}
- name: Build and push Docker image (GPU)
id: build-and-push-gpu
uses: docker/build-push-action@v5
with:
context: .
platforms: linux/amd64
push: true
tags: ${{ steps.meta_cuda.outputs.tags }}
labels: ${{ steps.meta_cuda.outputs.labels }}
build-args: |
BASE_IMAGE=${{ steps.extract_first_tag_gpu.outputs.meta_jax_conda_cuda_first_tag }}