build-and-run-model #307
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
| # Workflow that builds a Docker image containing the model code, | |
| # pushes it to the GitHub Container Registry, and then optionally uses | |
| # that container image to run the model using an AWS Batch job. | |
| # | |
| # Images are built on every commit to a PR or main branch in order to ensure | |
| # that the build continues to work properly, but Batch jobs are gated behind | |
| # a `deploy` environment that requires manual approval from a | |
| # @ccao-data/core-team member. | |
| name: build-and-run-model | |
| on: | |
| pull_request: | |
| types: [opened, reopened, synchronize, closed] | |
| workflow_dispatch: | |
| inputs: | |
| run_type: | |
| type: choice | |
| description: Run type or purpose | |
| options: | |
| - junk | |
| - rejected | |
| - test | |
| - baseline | |
| - candidate | |
| - final | |
| default: test | |
| required: true | |
| run_note: | |
| type: string | |
| description: Note to include with run | |
| required: true | |
| report_additional_pins: | |
| type: string | |
| description: Create reports for additional PINs | |
| default: '13253180150000 05174150240000' | |
| required: false | |
| upload_enable: | |
| type: boolean | |
| description: Upload results to S3 | |
| default: true | |
| required: true | |
| cv_enable: | |
| type: boolean | |
| description: Run cross-validation | |
| default: false | |
| required: true | |
| shap_enable: | |
| type: boolean | |
| description: Calculate SHAP values | |
| default: false | |
| required: true | |
| push: | |
| branches: [master] | |
| jobs: | |
| build-and-run-model: | |
| permissions: | |
| # contents:read and id-token:write permissions are needed to interact | |
| # with GitHub's OIDC Token endpoint so that we can authenticate with AWS | |
| contents: read | |
| id-token: write | |
| # While packages:write is usually not required for workflows, it is | |
| # required in order to allow the reusable called workflow to push to | |
| # GitHub Container Registry | |
| packages: write | |
| uses: ccao-data/actions/.github/workflows/build-and-run-batch-job.yaml@main | |
| with: | |
| backend: "ec2" | |
| vcpu: "40" | |
| memory: "158000" | |
| # Maximum pipeline runtime. This is slightly below 6 hours, which | |
| # is the maximum length of any single GitHub Actions job | |
| role-duration-seconds: 21000 | |
| # Disable Batch job status polling since this workflow often takes | |
| # more than 6 hours | |
| poll_for_status: false | |
| # Set these env vars in the container | |
| container_env_vars: | | |
| WORKFLOW_RUN_TYPE=${{ inputs.run_type }} | |
| WORKFLOW_RUN_NOTE=${{ inputs.run_note }} | |
| UPLOAD_ENABLE_OVERRIDE=${{ inputs.upload_enable }} | |
| CV_ENABLE_OVERRIDE=${{ inputs.cv_enable }} | |
| SHAP_ENABLE_OVERRIDE=${{ inputs.shap_enable }} | |
| REPORT_ADDITIONAL_PINS=${{ inputs.report_additional_pins }} | |
| secrets: | |
| AWS_IAM_ROLE_TO_ASSUME_ARN: ${{ secrets.AWS_IAM_ROLE_TO_ASSUME_ARN }} | |
| AWS_ACCOUNT_ID: ${{ secrets.AWS_ACCOUNT_ID }} | |
| # Set these env vars as secrets so they get masked in the GitHub | |
| # Actions logs | |
| CONTAINER_ENV_VARS: | | |
| AWS_SNS_ARN_MODEL_STATUS=${{ secrets.AWS_SNS_ARN_MODEL_STATUS }} |