pipeline {
    agent any
    parameters {
        string(name: 'EPOCHS', defaultValue: '100', description: 'Number of epochs')
        string(name: 'LR', defaultValue: '0.01', description: 'Learning rate')
    }
    stages {
        stage('Checkout: Check out from version control') {
            steps {
                checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's487194', url: 'https://git.wmi.amu.edu.pl/s487194/ium_487194']]])
            }
        }
        stage('Docker and Training') {
            steps {
                script {
                    def dockerImage = docker.image('s487194/ium:1')
                    dockerImage.inside {
                        sh "python train.py --epochs ${params.EPOCHS} --lr ${params.LR}"
                        archiveArtifacts artifacts: 'classificationn_model.pt', onlyIfSuccessful: true
                    }
                }
            }
        }
    }
    
}