pipeline { agent docker { image 'python:alpine3.22' } stages { stage('Pre-build') { steps { sh 'python3 -m venv venv' sh 'source venv/bin/activate' sh 'pip3 --version' sh 'pip install -r requirements.txt' } } stage('Test') { steps { sh 'pytest test_app.py' } } stage('Containerization') { steps { sh 'echo Docker Build Image..' sh 'echo Docker Tag Image....' sh 'echo Docker Push Image......' } } parallel { stage('Run-and-test') { steps { sh 'gunicorn --bind 0.0.0.0:3001 app:app' } } stage('Integration Testing') { steps { sh "sleep 10s" sh 'curl localhost:3001' } } } } }