update #12

	name: CI/CD Pipeline

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

	jobs:
	build:
	runs-on: ubuntu-latest

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

	- name: Set up Python
	uses: actions/setup-python@v2
	with:
	python-version: 3.10

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

	- name: Lint with flake8
	run: \|
	pip install flake8
	# stop the build if there are Python syntax errors or undefined names
	flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
	# exit-zero treats all errors as warnings.
	flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics

	- name: Test with pytest
	run: \|
	pip install pytest
	pytest

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

	- name: Login to DockerHub
	uses: docker/login-action@v1
	with:
	username: ${{ secrets.DOCKER_USERNAME }}
	password: ${{ secrets.DOCKER_PASSWORD }}

	- name: Build and push Docker image
	uses: docker/build-push-action@v2
	with:
	context: .
	push: true
	tags: ${{ secrets.DOCKER_USERNAME }}/fraud-detection-model:latest

	- name: Deploy to Heroku
	env:
	HEROKU_API_KEY: ${{ secrets.HEROKU_API_KEY }}
	run: \|
	curl https://cli-assets.heroku.com/install.sh \| sh
	heroku container:login
	heroku container:push web -a ${{ secrets.HEROKU_APP_NAME }}
	heroku container:release web -a ${{ secrets.HEROKU_APP_NAME }}

Provide feedback