deploy-online-endpoint-pipeline-classical.yml

name: deploy-online-endpoint-pipeline

on:
  workflow_dispatch:
jobs:
  get-config:
      uses: Azure/mlops-templates/.github/workflows/read-yaml.yml@main
      with:
        file_name: config-infra-prod.yml

  get-endpoint:
    needs: get-config
    runs-on: ubuntu-latest
    outputs:
      ml_enpoint: ${{ steps.get-ml-endpoint.outputs.ML_ENPOINT }}
    steps:
    - name: "Az CLI login"
      uses: azure/login@v1
      with:
        creds: ${{secrets.AZURE_CREDENTIALS}}
        enable-AzPSSession: true
    - name: install-extension
      run: az extension add -n ml -y
    - name: update-extension
      run: az extension update -n ml
    - id: get-ml-endpoint
      name: get-ml-endpoint
      run: | 
        echo "ML_ENPOINT=$(az ml online-endpoint show --n ${{ format('taxi{0}', needs.get-config.outputs.oep) }} -g ${{ needs.get-config.outputs.resource_group }} -w ${{ needs.get-config.outputs.aml_workspace }} --query name)" >> $GITHUB_OUTPUT

        echo $endpoint
        echo ${{ format('taxi1234{0}', needs.get-config.outputs.oep) }}

        if [[ ${{ format('taxi1234{0}', needs.get-config.outputs.oep) == '$endpoint' }} ]]
        then 
          echo "same"
        else
          echo "not same"
        fi
    # - id: create-ml-endpoint
    #   name: create-ml-endpoint
      
    #   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: ${{ format('taxi{0}', needs.get-config.outputs.oep) }}
    #     endpoint_type: online
    #     creds: ${{secrets.AZURE_CREDENTIALS}}
      
  # TODO: Update if exists else create
  create-endpoint:
      needs: [get-config, get-endpoint]
      if: ${{ needs.get-endpoint.outputs.ml_enpoint != format('taxi{0}', needs.get-config.outputs.oep) }}
      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: ${{ format('taxi{0}', needs.get-config.outputs.oep) }}
        endpoint_type: online
      secrets:
        creds: ${{secrets.AZURE_CREDENTIALS}}

# # TODO: Update if exists else create
#   create-deployment:
#       uses: Azure/mlops-templates/.github/workflows/create-deployment.yml@main
#       needs: [get-config]
#       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: ${{ format('taxi{0}', needs.get-config.outputs.oep) }}
#         endpoint_type: online
#         deployment_name: taxi-online-dp
#       secrets:
#         creds: ${{secrets.AZURE_CREDENTIALS}}
#   allocate-traffic:
#       uses: Azure/mlops-templates/.github/workflows/allocate-traffic.yml@main
#       needs: [get-config]
#       with:
#         resource_group: ${{ needs.get-config.outputs.resource_group }}
#         workspace_name: ${{ needs.get-config.outputs.aml_workspace }}
#         traffic_allocation: taxi-online-dp=100
#         endpoint_name: ${{ format('taxi{0}', needs.get-config.outputs.oep) }}
#       secrets:
#         creds: ${{secrets.AZURE_CREDENTIALS}}