configured for use with customizable mlflow model #1
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: "Build and Push" | |
| on: | |
| push: | |
| branches: | |
| - master | |
| jobs: | |
| build-image: | |
| name: Build image | |
| needs: calculate_matrix | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 30 | |
| strategy: | |
| fail-fast: false | |
| matrix: ${{fromJSON(needs.calculate_matrix.outputs.matrix)}} | |
| env: | |
| IMAGE_NAME: heartexlabs/label-studio-ml-backend | |
| examples_dir: label_studio_ml/examples | |
| backend_dir_name: ${{ matrix.ml_backend.backend_dir_name }} | |
| backend_tag_prefix: ${{ matrix.ml_backend.backend_tag_prefix }} | |
| steps: | |
| - uses: hmarr/[email protected] | |
| - name: Free Disk Space (Ubuntu) | |
| uses: jlumbroso/free-disk-space@main | |
| with: | |
| # this might remove tools that are actually needed, | |
| # if set to "true" but frees about 6 GB | |
| tool-cache: false | |
| # all of these default to true, but feel free to set to | |
| # "false" if necessary for your workflow | |
| android: true | |
| dotnet: true | |
| haskell: true | |
| large-packages: true | |
| docker-images: true | |
| swap-storage: true | |
| - uses: actions/checkout@v4 | |
| with: | |
| ref: "${{ env.GITHUB_SHA }}" | |
| fetch-depth: 0 | |
| - name: Calculate version | |
| id: version | |
| env: | |
| BRANCH_NAME: "${{ github.event.pull_request.head.ref || github.ref_name }}" | |
| PREFIX: "${{ env.backend_tag_prefix }}" | |
| run: | | |
| set -xueo pipefail | |
| MAX_TAG_LENGTH=50 | |
| pretty_branch_name="$(echo -n "${BRANCH_NAME#refs/heads/}" | sed 's#/#-#g' | sed 's#_#-#g'| sed 's#\.#-#g' | tr '[:upper:]' '[:lower:]')" | |
| echo "pretty_branch_name=$pretty_branch_name" >> $GITHUB_OUTPUT | |
| timestamp="$(date +'%Y%m%d.%H%M%S')" | |
| echo "timestamp=$timestamp" >> $GITHUB_OUTPUT | |
| short_sha="$(git rev-parse --short HEAD)" | |
| echo "short_sha=$short_sha" >> $GITHUB_OUTPUT | |
| long_sha="$(git rev-parse HEAD)" | |
| echo "sha=$long_sha" >> $GITHUB_OUTPUT | |
| short_sha_length="$(echo $short_sha | awk '{print length}')" | |
| timestamp_length="$(echo $timestamp | awk '{print length}')" | |
| prefix_length="$(echo $PREFIX | awk '{print length}')" | |
| short_branch="$(echo $pretty_branch_name | cut -c1-$((MAX_TAG_LENGTH - 2 - short_sha_length - timestamp_length - prefix_length)))" | |
| echo "short_branch=$short_branch" >> $GITHUB_OUTPUT | |
| image_version="${PREFIX}${timestamp}-${short_branch}-${short_sha}" | |
| echo "image_version=$image_version" >> $GITHUB_OUTPUT | |
| image_branch_version="${PREFIX}${short_branch}" | |
| echo "image_branch_version=$image_branch_version" >> $GITHUB_OUTPUT | |
| - name: Set up Docker Buildx | |
| uses: docker/[email protected] | |
| - name: Login to DockerHub | |
| if: ${{ !github.event.pull_request.head.repo.fork }} | |
| uses: docker/[email protected] | |
| with: | |
| username: ${{ vars.DOCKERHUB_USERNAME }} | |
| password: ${{ secrets.DOCKERHUB_TOKEN }} | |
| - name: Calculate Docker tags | |
| id: calculate-docker-tags | |
| uses: actions/github-script@v7 | |
| env: | |
| IMAGE_NAME: "${{ env.IMAGE_NAME }}" | |
| TAGS: "${{ steps.version.outputs.image_version }},${{ steps.version.outputs.image_branch_version }},latest" | |
| with: | |
| script: | | |
| const raw_tags_input = process.env.TAGS; | |
| const image_name = process.env.IMAGE_NAME; | |
| const tags = raw_tags_input | |
| .split(',') | |
| .map(x => x.trim()) | |
| .map(x => `${image_name}:${x}`) | |
| .join(','); | |
| core.notice(`tags='${tags}'`) | |
| core.setOutput("tags", tags); | |
| - name: Push Docker image | |
| uses: docker/[email protected] | |
| id: docker_build_and_push | |
| with: | |
| context: "${{ env.examples_dir }}/${{ env.backend_dir_name }}" | |
| push: true | |
| tags: "${{ steps.calculate-docker-tags.outputs.tags }}" | |
| cache-from: type=gha | |
| cache-to: type=gha,mode=max | |
| calculate_matrix: | |
| name: "Calculate build matrix" | |
| runs-on: ubuntu-latest | |
| outputs: | |
| matrix: ${{ steps.set-matrix.outputs.matrix }} | |
| steps: | |
| - uses: hmarr/[email protected] | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: "${{ env.GITHUB_SHA }}" | |
| fetch-depth: 2 | |
| - name: Build matrix | |
| id: set-matrix | |
| shell: bash | |
| env: | |
| BASE_SHA: ${{ github.event.pull_request.base.sha || github.event.before }} | |
| CONFIG: .github/docker-build-config.yml | |
| run: | | |
| set -xuo pipefail | |
| set +e | |
| CHANGED=$(git diff --name-only $BASE_SHA ${{ github.sha }} -- label_studio_ml/ | xargs -L1 dirname | uniq | cut -d'/' -f2-) | |
| CHANGED_EXAMPLES=$(echo "$CHANGED" | grep examples ) | |
| set -e | |
| echo "Finding examples to test" | |
| if [[ $(echo "$CHANGED" | grep -c -v ^$) == 0 ]]; then | |
| echo "matrix={\"ml_backend\":[]}" >> $GITHUB_OUTPUT | |
| else | |
| ALL_EXAMPLES=$(ls -1d label_studio_ml/examples/*/ | cut -d'/' -f3- | cut -d'/' -f1) | |
| echo "Reading configuration from $CONFIG" | |
| MATRIX="{\"ml_backend\": [" | |
| while IFS= read -r line; do | |
| FOLDER=$(echo $line | awk '{print $1}') | |
| TAG_PREFIX=$(echo $line | awk '{print $2}') | |
| if egrep -q $FOLDER <<< "${CHANGED_EXAMPLES}"; then | |
| MATRIX+="{\"backend_dir_name\":\"$FOLDER\", \"backend_tag_prefix\":\"$TAG_PREFIX\"}," | |
| fi | |
| done < <(yq '.[] | .backend_dir_name + " " + .backend_tag_prefix' $CONFIG) | |
| MATRIX=$(echo "$MATRIX" | sed 's/,$//') | |
| MATRIX+="]}" | |
| echo "matrix=$MATRIX" >> $GITHUB_OUTPUT | |
| fi |