pipeline {

agent any

stages {
    stage('Build Image') {
        steps {
            sh 'docker build -t wujt -f Dockerfile .' 
        }
    }
    stage('Create Dataset') {
        steps {
            sh 'ls -l'
            sh 'docker run wujt python3 create_dataset.py 89'
            archiveArtifacts artifacts: 'waterQuality.csv'
        }
    }
    stage('Train') {
        steps {
            sh 'ls -l'
            sh 'docker run wujt python3 train.py'
        }
    }
    stage('Prediction') {
        steps {
            sh 'ls -l'
            sh 'docker run wujt python3 pred.py'
            sh 'echo predictionResults.txt'
        }
    }
}
}