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| on: | |
| push: | |
| branches: | |
| - bump-kepler-0.7.11 | |
| env: | |
| TAG: "latest" | |
| jobs: | |
| check-branch: | |
| runs-on: ubuntu-latest | |
| outputs: | |
| tag: ${{ steps.image-tag.outputs.tag }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Find Image Tag | |
| id: image-tag | |
| env: | |
| BRANCH: ${{ github.ref_name }} | |
| COMMIT: ${{ github.sha }} | |
| run: | | |
| if [ "${{ github.event_name }}" == 'pull_request' ]; then | |
| echo "tag=pr-${{ github.event.number }}" >> "$GITHUB_OUTPUT" | |
| else | |
| if [ "$BRANCH" == "main" ]; then | |
| echo "tag=${{ env.TAG }}" >> "$GITHUB_OUTPUT" | |
| else | |
| echo "tag=$COMMIT" >> "$GITHUB_OUTPUT" | |
| fi | |
| fi | |
| check-change: | |
| runs-on: ubuntu-latest | |
| outputs: | |
| base: ${{ steps.filter.outputs.base }} | |
| modeling: ${{ steps.filter.outputs.modeling }} | |
| s3: ${{ steps.filter.outputs.s3 }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: dorny/paths-filter@v3 | |
| id: filter | |
| with: | |
| filters: | | |
| base: | |
| - 'pyproject.toml' | |
| - 'dockerfiles/Dockerfile.base' | |
| - '.github/workflows/build-push.yml' | |
| modeling: | |
| - 'src/**' | |
| - 'model_training/**' | |
| - 'hack/**' | |
| - '.github/workflows/train-model.yml' | |
| s3: | |
| - 'model_training/s3/**' | |
| build-push: | |
| needs: [check-change, check-branch] | |
| uses: ./.github/workflows/build-push.yml | |
| with: | |
| base_change: ${{ needs.check-change.outputs.base }} | |
| s3_change: ${{ needs.check-change.outputs.s3 }} | |
| image_repo: ${{ vars.IMAGE_REPO }} | |
| image_tag: ${{ needs.check-branch.outputs.tag }} | |
| push: true | |
| secrets: | |
| docker_username: ${{ secrets.BOT_NAME }} | |
| docker_password: ${{ secrets.BOT_TOKEN }} | |
| train-model: | |
| needs: [check-change, check-branch, build-push] | |
| if: ${{ needs.check-change.outputs.modeling == 'true' }} | |
| strategy: | |
| matrix: | |
| instance_type: [i3.metal] | |
| uses: ./.github/workflows/train-model.yml | |
| with: | |
| pipeline_name: std_v0.7.11 | |
| instance_type: ${{ matrix.instance_type }} | |
| ami_id: 'ami-0e4d0bb9670ea8db0' | |
| github_repo: ${{ github.repository }} | |
| model_server_image: ${{ vars.IMAGE_REPO }}/kepler_model_server:${{ needs.check-branch.outputs.tag }} | |
| trainers: LogisticRegressionTrainer,ExponentialRegressionTrainer,SGDRegressorTrainer,GradientBoostingRegressorTrainer,XgboostFitTrainer | |
| secrets: | |
| self_hosted_github_token: ${{ secrets.GH_SELF_HOSTED_RUNNER_TOKEN }} | |
| aws_access_key_id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws_secret_access_key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws_region: ${{ secrets.AWS_REGION }} |