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check-and-build.yml
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name: Build images and test algorithms
on:
pull_request:
branches: main
push:
branches: main
defaults:
run:
shell: 'bash -Eeuo pipefail -xl {0}'
jobs:
init:
name: Generate Jobs
runs-on: ubuntu-latest
outputs:
base_matrix: ${{ steps.generate-jobs.outputs.base_matrix }}
intermediate_matrix: ${{ steps.generate-jobs.outputs.intermediate_matrix }}
algo_matrix: ${{ steps.generate-jobs.outputs.algo_matrix }}
steps:
- uses: actions/checkout@v4
- id: generate-jobs
name: Generate Jobs for modified base images or algorithms
run: |
base_matrix="$(./.ci/generate-build-matrix.sh 0-base-images)"
echo "base_matrix=$base_matrix" >> "$GITHUB_OUTPUT"
jq . <<<"$base_matrix" # print generated json for debugging
intermediate_matrix="$(./.ci/generate-build-matrix.sh 1-intermediate-images)"
echo "intermediate_matrix=$intermediate_matrix" >> "$GITHUB_OUTPUT"
jq . <<<"$intermediate_matrix" # print generated json for debugging
algo_matrix="$(./.ci/generate-build-matrix.sh)"
echo "algo_matrix=$algo_matrix" >> "$GITHUB_OUTPUT"
jq . <<<"$algo_matrix" # print generated json for debugging
build-base-images:
name: Build base images
runs-on: ubuntu-latest
needs: init
permissions:
contents: read
packages: write
if: fromJson(needs.init.outputs.base_matrix).algorithm_name[0] != null
strategy:
max-parallel: 3
matrix: ${{ fromJson(needs.init.outputs.base_matrix) }}
fail-fast: false
steps:
- uses: actions/checkout@v4
- name: Compute (and check) version
id: version
run: |
version="$(./.ci/get-image-version.sh 0-base-images/${{ matrix.algorithm_name }})"
echo "version=$version" >> "$GITHUB_OUTPUT"
- name: Compute Docker metadata
id: meta
uses: docker/metadata-action@v5
with:
images: ghcr.io/timeeval/${{ matrix.algorithm_name }}
tags: |
type=raw,value=latest
type=raw,value=${{ steps.version.outputs.version }}
labels: |
org.opencontainers.image.title=TimeEval algorithm ${{ matrix.algorithm_name }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Login to registry
# if: github.event_name != 'pull_request'
uses: docker/login-action@v3
with:
registry: ghcr.io
username: ${{ github.repository_owner }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Build algorithm image
uses: docker/build-push-action@v5
with:
context: "./0-base-images/${{ matrix.algorithm_name }}"
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}
pull: true
load: true
push: true
# push: ${{ github.event_name != 'pull_request' }}
cache-from: type=gha
cache-to: type=gha,mode=max
build-intermediate-images:
name: Build intermediate images
runs-on: ubuntu-latest
needs: init
permissions:
contents: read
packages: write
if: fromJson(needs.init.outputs.intermediate_matrix).algorithm_name[0] != null
strategy:
max-parallel: 3
matrix: ${{ fromJson(needs.init.outputs.intermediate_matrix) }}
fail-fast: false
steps:
- uses: actions/checkout@v4
- name: Compute (and check) version
id: version
run: |
version="$(./.ci/get-image-version.sh 1-intermediate-images/${{ matrix.algorithm_name }})"
echo "version=$version" >> "$GITHUB_OUTPUT"
- name: Compute Docker metadata
id: meta
uses: docker/metadata-action@v5
with:
images: ghcr.io/timeeval/${{ matrix.algorithm_name }}
tags: |
type=raw,value=latest
type=raw,value=${{ steps.version.outputs.version }}
labels: |
org.opencontainers.image.title=TimeEval algorithm ${{ matrix.algorithm_name }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Login to registry
if: github.event_name != 'pull_request'
uses: docker/login-action@v3
with:
registry: ghcr.io
username: ${{ github.repository_owner }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Build algorithm image
uses: docker/build-push-action@v5
with:
context: "./1-intermediate-images/${{ matrix.algorithm_name }}"
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}
pull: true
load: true
push: ${{ github.event_name != 'pull_request' }}
cache-from: type=gha
cache-to: type=gha,mode=max
test-algorithms:
name: Build and test algorithm images
runs-on: ubuntu-latest
needs:
- init
permissions:
contents: read
packages: write
if: fromJson(needs.init.outputs.algo_matrix).algorithm_name[0] != null
strategy:
max-parallel: 3
matrix: ${{ fromJson(needs.init.outputs.algo_matrix) }}
fail-fast: false
steps:
- uses: actions/checkout@v4
- name: Set up Python 3.10
uses: actions/setup-python@v4
with:
python-version: "3.10"
- name: Validate manifest
run: python validate_manifest.py --path ${{ matrix.algorithm_name }}/manifest.json
- name: Determine correct test dataset
run: |
dataset_name="$(python .ci/get_dataset_name.py ${{ matrix.algorithm_name }})"
echo "${{ matrix.algorithm_name }}_dataset_name=$dataset_name" >> "$GITHUB_OUTPUT"
- name: Compute (and check) version
id: version
run: |
version="$(./.ci/get-image-version.sh ${{ matrix.algorithm_name }})"
echo "version=$version" >> "$GITHUB_OUTPUT"
- name: Compute Docker metadata
id: meta
uses: docker/metadata-action@v5
with:
images: ghcr.io/timeeval/${{ matrix.algorithm_name }}
tags: |
type=raw,value=latest
type=raw,value=${{ steps.version.outputs.version }}
labels: |
org.opencontainers.image.title=TimeEval algorithm ${{ matrix.algorithm_name }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v3
- name: Build algorithm image
uses: docker/build-push-action@v5
with:
context: "./${{ matrix.algorithm_name }}"
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}
pull: true
load: true
push: false
cache-from: type=gha
cache-to: type=gha,mode=max
- name: Prepare result folder
run: mkdir results && chmod -R 777 results
- name: Check manifest available in container
uses: addnab/docker-run-action@v3
with:
image: "${{ matrix.algorithm_name }}:${{ github.sha }}"
options: -e LOCAL_UID=1000 -e LOCAL_GID=1000
run: manifest
- name: Test training call
uses: addnab/docker-run-action@v3
with:
image: "${{ matrix.algorithm_name }}:${{ github.sha }}"
options: -e LOCAL_UID=1000 -e LOCAL_GID=1000 -v "${${{ matrix.algorithm_name }}_dataset_name}:/data/dataset.csv:ro" -v "$(pwd)/results:/results:rw"
run: |
execute-algorithm '{
"dataInput": "/data/dataset.csv", "dataOutput": "/results/scores.csv",
"modelInput": "/results/model.pkl", "modelOutput": "/results/model.pkl",
"executionType": "train",
"customParameters": {"epochs": 1}
}'
- name: Test execution call
uses: addnab/docker-run-action@v3
with:
image: "${{ matrix.algorithm_name }}:${{ github.sha }}"
options: -e LOCAL_UID=1000 -e LOCAL_GID=1000 -v "${${{ matrix.algorithm_name }}_dataset_name}:/data/dataset.csv:ro" -v "$(pwd)/results:/results:rw"
run: |
execute-algorithm '{
"dataInput": "/data/dataset.csv", "dataOutput": "/results/scores.csv",
"modelInput": "/results/model.pkl", "modelOutput": "/results/model.pkl",
"executionType": "execute",
"customParameters": {"epochs": 1}
}'
- name: Validate output
run: |
ls -alh results/*
python .ci/check_output.py "${{ matrix.algorithm_name }}"
# deployment for non-PRs and if all checks are successfull:
- name: Login to registry
if: github.event_name != 'pull_request'
uses: docker/login-action@v3
with:
registry: ghcr.io
username: ${{ github.repository_owner }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Build and push algorithm image
if: github.event_name != 'pull_request'
uses: docker/build-push-action@v5
with:
context: "./${{ matrix.algorithm_name }}"
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}
push: true
cache-from: type=gha
cache-to: type=gha,mode=max