node {

    stage('Git clone') {
        //cloning git repo
        checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's424714', url: 'https://git.wmi.amu.edu.pl/s424714/ium_424714']]])
    }

    stage('Dockerfile: DVC') {
            sh "chmod +x -R ${env.WORKSPACE}"
            def dockerImage = docker.build("s424714-model:latest")

            dockerImage.inside {

            withCredentials(
                [sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY', passphraseVariable: '', usernameVariable: '')]) {
                            sh 'dvc remote add -d ium_ssh_remote ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl/ium-sftp'
                            sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
                            sh 'dvc pull'
                            sh 'dvc exp run'
                            }
                    }

            }

    }