updated permissions for the workflow #8

	name: ML Ops Workflow

	on: [push]

	env:
	workspace-name: aml-ws-mlops
	resource-group: rg-mlops
	sub-id: 20671c75-cecd-4a9d-9dfb-98defacfaec2

	permissions:
	id-token: write
	contents: read

	jobs:
	build-and-deploy:
	runs-on: ubuntu-latest
	environment:
	name: dev

	steps:
	- name: Checkout repository
	uses: actions/checkout@v2

	- name: Set up Python
	uses: actions/setup-python@v2
	with:
	python-version: '3.8'

	- name: Install dependencies
	run: \|
	python -m pip install --upgrade pip
	pip install -r ./ml/requirements.txt

	- name: "Az CLI login"
	uses: azure/login@v1
	with:
	client-id: ${{ secrets.AZURE_CLIENT_ID }}
	tenant-id: ${{ secrets.AZURE_TENANT_ID }}
	subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}

	- name: Set up Azure Machine Learning
	run: \|
	az extension add -n azure-cli-ml

	- name: Upload dataset
	run: \|
	az ml dataset create -f ./ml/data.yaml --workspace-name ${{ env.workspace-name }} --resource-group ${{ env.resource-group }}

	- name: Submit training run
	run: \|
	az ml job create --file ./ml/train.yaml --workspace-name ${{ env.workspace-name }} --resource-group ${{ env.resource-group }}

	# - name: Register the model
	# run: \|
	# az ml job create --file register_model.yaml

	# - name: Deploy the model
	# run: \|
	# az ml job create --file deploy_model.yaml

	# - name: Test the deployment
	# run: \|
	# python test_deployment.py

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