local changes before force push #12

	name: MachineLearning Continuous Integartion & Delivery PipeLine

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

	env:
	PERSONAL_ACCESS_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
	DOCKERHUB_USERNAME: ${{ secrets.DOCKER_USERNAME }}
	DOCKERHUB_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
	GIT_USERNAME: ${{ secrets.GIT_USERNAME }}
	GIT_EMAIL: ${{ secrets.GIT_EMAIL }}

	jobs:
	Setup:
	name: Setup Environment for CI/CD
	runs-on: ubuntu-latest
	steps:
	- name: Checkout code
	uses: actions/checkout@v4

	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: '3.11'

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

	build :
	name: Continuous Integration and Delivery
	runs-on: ubuntu-latest
	env:
	DOCKER_USERNAME: ${{ secrets.DOCKER_USERNAME }}
	DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
	steps:
	- name: checkout code
	uses: actions/checkout@v4

	- name: set up Docker Buildx
	uses: docker/setup-buildx-action@v3

	- name: Log in to Docker Hub
	run: echo "${{ secrets.DOCKER_PASSWORD }}" \| docker login -u "${{ secrets.DOCKER_USERNAME }}" --password-stdin

	- name: Build image
	run: docker build -t $DOCKER_USERNAME/mlapp:latest .

	- name: Scan Docker image with Trivy
	run: \|
	docker run --rm \
	-v /var/run/docker.sock:/var/run/docker.sock \
	aquasec/trivy:latest image $DOCKER_USERNAME/mlapp:latest \|\| true

	- name: Push image to Docker Hub
	run: docker push $DOCKER_USERNAME/mlapp:latest

Provide feedback