deploy-online-endpoint-pipeline.yml

name: deploy-online-endpoint-pipeline

on:
  workflow_dispatch:
jobs:
  set-env-branch:
    runs-on: ubuntu-latest
    outputs:
      config-file: ${{ steps.set-output-defaults.outputs.config-file }}
    steps:
      - id: set-prod-branch
        name: set-prod-branch
        if: ${{ github.ref == 'refs/heads/main'}}
        run: echo "config_env=config-infra-prod.yml" >> $GITHUB_ENV;
      - id: set-dev-branch
        name: setdevbranch
        if: ${{ github.ref != 'refs/heads/main'}}
        run: echo "config_env=config-infra-dev.yml" >> $GITHUB_ENV;
      - id: set-output-defaults
        name: set-output-defaults
        run: |
          echo "config-file=$config_env" >> $GITHUB_OUTPUT;
  get-config:
    needs: set-env-branch
    uses: Azure/mlops-templates/.github/workflows/read-yaml.yml@main
    with:
      file_name: ${{ needs.set-env-branch.outputs.config-file}}
  create-endpoint:
    needs: get-config
    uses: Azure/mlops-templates/.github/workflows/create-endpoint.yml@main
    with:
      resource_group: ${{ needs.get-config.outputs.resource_group }}
      workspace_name: ${{ needs.get-config.outputs.aml_workspace }}
      endpoint_file: mlops/azureml/deploy/online/online-endpoint.yml
      endpoint_name: dogs-classifier-online2
      endpoint_type: online
    secrets:
      creds: ${{secrets.AZURE_CREDENTIALS}}
  create-deployment:
    uses: Azure/mlops-templates/.github/workflows/create-deployment.yml@main
    needs: [get-config, create-endpoint]
    with:
      resource_group: ${{ needs.get-config.outputs.resource_group }}
      workspace_name: ${{ needs.get-config.outputs.aml_workspace }}
      endpoint_file: mlops/azureml/deploy/online/online-deployment.yml
      endpoint_name: dogs-classifier-online2
      endpoint_type: online
      deployment_name: dogs-online-dp
    secrets:
      creds: ${{secrets.AZURE_CREDENTIALS}}
  allocate-traffic:
    uses: Azure/mlops-templates/.github/workflows/allocate-traffic.yml@main
    needs: [get-config, create-deployment]
    with:
      resource_group: ${{ needs.get-config.outputs.resource_group }}
      workspace_name: ${{ needs.get-config.outputs.aml_workspace }}
      traffic_allocation: dogs-online-dp=100
      endpoint_name: dogs-classifier-online2
    secrets:
      creds: ${{secrets.AZURE_CREDENTIALS}}