$schema: https://azuremlschemas.azureedge.net/latest/commandJob.schema.json
command: >
  python train.py &&
  python register_model.py
code: ./ml
environment:
  conda_file: ./environment.yml
  image: mcr.microsoft.com/azureml/openmpi4.1.0-ubuntu20.04:latest
compute: azureml:cpu-cluster
experiment_name: iris-train-and-register
description: Train and register model using scikit-learn
environment_variables:
  AZURE_SUBSCRIPTION_ID: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
  AZURE_TENANT_ID: ${{ secrets.AZURE_TENANT_ID }}
  AZURE_CLIENT_ID: ${{ secrets.AZURE_CLIENT_ID }}
  AZURE_CLIENT_SECRET: ${{ secrets.AZURE_CLIENT_SECRET }}
  AZURE_RESOURCE_GROUP: ${{ secrets.AZURE_RESOURCE_GROUP }}
  AZURE_WORKSPACE_NAME: ${{ secrets.AZURE_WORKSPACE_NAME }}