ci: onboard new models to large runners #345
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| name: "Build and Push" | |
| on: | |
| push: | |
| branches: | |
| - master | |
| jobs: | |
| build-image: | |
| name: Build image | |
| needs: calculate_matrix | |
| runs-on: ${{ | |
| matrix.ml_backend.backend_dir_name == 'mmdetection-3' && 'ubuntu-latest-4c-16gb' || | |
| matrix.ml_backend.backend_dir_name == 'segment_anything_2' && 'ubuntu-latest-4c-16gb' || | |
| matrix.ml_backend.backend_dir_name == 'grounding_dino' && 'ubuntu-latest-4c-16gb' || | |
| matrix.ml_backend.backend_dir_name == 'grounding_sam' && 'ubuntu-latest-4c-16gb' || | |
| 'ubuntu-latest' }} # Use larger runner for some backends, as we need >20GB during build time. | |
| 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/debug-action@v3.0.0 | |
| - name: Check user's membership | |
| uses: actions/github-script@v7 | |
| id: actor-membership | |
| env: | |
| ACTOR: ${{ github.actor }} | |
| with: | |
| github-token: ${{ secrets.GIT_PAT }} | |
| script: | | |
| const { repo, owner } = context.repo; | |
| const actor = process.env.ACTOR; | |
| const { data: membership } = await github.rest.orgs.getMembershipForUser({ | |
| org: owner, | |
| username: actor, | |
| }); | |
| core.setOutput("state", membership.state); | |
| core.setOutput("active", membership.state == "active"); | |
| - uses: actions/checkout@v4 | |
| with: | |
| ref: "${{ 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/setup-buildx-action@v3.5.0 | |
| - name: Login to DockerHub | |
| if: ${{ !github.event.pull_request.head.repo.fork }} | |
| uses: docker/login-action@v3.3.0 | |
| 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='${tags}'`) | |
| core.setOutput("tags", tags); | |
| - name: Push Docker image | |
| uses: docker/build-push-action@v6.5.0 | |
| id: docker_build_and_push | |
| with: | |
| context: "${{ env.examples_dir }}/${{ env.backend_dir_name }}" | |
| push: ${{ steps.actor-membership.outputs.active }} | |
| tags: "${{ 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: ${{ steps.set-matrix.outputs.matrix }} | |
| steps: | |
| - uses: hmarr/debug-action@v3.0.0 | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: "${{ 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 |