Update tutorial.rst #329

	name: benchmark-analytic-donut

	on:
	push:
	branches:
	- 'main'

	jobs:
	build:
	runs-on: ubuntu-latest
	steps:
	-
	name: Checkout
	uses: actions/checkout@v2
	-
	name: Set up QEMU
	uses: docker/setup-qemu-action@v1
	-
	name: Set up Docker Buildx
	uses: docker/setup-buildx-action@v1
	-
	name: Login to DockerHub
	uses: docker/login-action@v1
	with:
	username: ${{ secrets.DOCKERHUB_USERNAME }}
	password: ${{ secrets.DOCKERHUB_TOKEN }}
	-
	name: Build and push
	uses: docker/build-push-action@v3
	with:
	context: benchmarks/analytic-donut/
	push: true
	tags: linusseelinger/benchmark-analytic-donut:latest

	test:
	runs-on: ubuntu-latest
	needs: build

	services:
	model:
	image: linusseelinger/benchmark-analytic-donut:latest
	ports:
	- 4243:4243

	steps:
	-
	name: Validate protocol
	run: \|
	docker run --network=host -e model_host=http://localhost:4243 linusseelinger/testing-protocol-conformity-current:latest
	-
	name: Checkout
	uses: actions/checkout@v2
	-
	name: Dependencies
	run: \|
	sudo apt update && DEBIAN_FRONTEND="noninteractive" sudo apt install -y python3-pip python3-venv && \
	python3 -m venv venv && . venv/bin/activate && \
	pip3 install pytest umbridge
	-
	name: Validate output
	run: \|
	. venv/bin/activate && \
	cd benchmarks/analytic-donut/ && \
	python3 test_output.py http://localhost:4243

Provide feedback