Update auto-deploy.yml #3

	name: Automatically deploy
	on:
	push:
	branches:
	- main

	permissions:
	id-token: write
	contents: read

	jobs:
	deploymodel:
	runs-on: ubuntu-latest
	environment: prod
	steps:
	- name: Check out repo
	uses: actions/checkout@main
	- name: Install az ml extension
	run: az extension add -n ml -y
	- name: Azure login
	uses: azure/login@v1
	with:
	client-id: ${{ secrets.AZURE_CLIENT_ID }}
	tenant-id: ${{ secrets.AZURE_TENANT_ID }}
	subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}
	- name: Set defaults
	run: az configure --defaults group=testshahzeb && az configure --defaults workspace=mlshah
	- name: Create endpoint
	run: if az ml online-endpoint show --name mlendpoint1 --query "name" -o tsv > /dev/null 2>&1; then az ml online-endpoint update --name mlendpoint1 --file production/endpoint.yml; else az ml online-endpoint create --file production/endpoint.yml; fi
	- name: Update version number
	run: latest_version=$(az ml model list --name "model5" --query "[].[version]" -o tsv \| sort -n \| tail -n 1) && sed -i "s/azureml:model5:[0-9]*/azureml:model5:$latest_version/" production/deployment.yml
	- name: Update deployment
	run: if az ml online-deployment show --name model5-blue --query "name" -o tsv > /dev/null 2>&1; then az ml online-deployment update --name model5-blue --file production/deployment.yml; else az ml online-deployment create --file production/deployment.yml; fi

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