fixing pytest #9

	name: CI/CD Pipeline

	on:
	push:
	branches:
	- main
	pull_request:
	branches:
	- main

	jobs:
	build-and-test:
	runs-on: ubuntu-latest

	services:
	mongodb:
	image: mongo
	ports:
	- 27017:27017

	steps:
	- uses: actions/checkout@v2

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

	# Install and test dependencies for the Machine Learning Client
	- name: Install dependencies for ML client
	run: \|
	cd machine-learning-client
	pip install -r requirements.txt
	pip install pytest

	- name: Run unit tests for ML client
	run: \|
	cd machine-learning-client
	pytest

	# Install and test dependencies for the Web App
	- name: Install dependencies for Web App
	run: \|
	cd web-app
	pip install -r requirements.txt
	pip install pytest

	- name: Run unit tests for Web App
	run: \|
	cd web-app
	pytest

	- name: Set up Docker Buildx
	uses: docker/setup-buildx-action@v1

	- name: Log in to DockerHub
	uses: docker/login-action@v1
	with:
	username: ${{ secrets.DOCKERHUB_USERNAME }}
	password: ${{ secrets.DOCKERHUB_ACCESS_TOKEN }}

	# Build and push Docker images for each subsystem
	- name: Build and push machine learning client Docker image
	uses: docker/build-push-action@v2
	with:
	context: ./machine-learning-client
	file: ./machine-learning-client/Dockerfile
	push: true
	tags: kondalex/machine-learning-client:latest

	- name: Build and push web app Docker image
	uses: docker/build-push-action@v2
	with:
	context: ./web-app
	file: ./web-app/Dockerfile
	push: true
	tags: kondalex/web-app:latest

	- name: Notify Deployment
	run: echo "Images built and pushed successfully!"

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