pipeline {
    agent {
        docker { image 's444507_create_dataset_image' }
    }
    parameters {
        buildSelector(defaultSelector: lastSuccessful(), description: 'Which build to use for copying artifacts.', name: 'BUILD_SELECTOR')
        gitParameter branchFilter: 'origin/(.*)', defaultValue: 'master', name: 'BRANCH', type: 'PT_BRANCH'

    }
    stages {
        stage('DVC') {
            steps {
                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 repro'
                        }
            }
        }
    }
    post {
        success {
            archiveArtifacts artifacts: 'prediction_results.csv, *.pkl', followSymlinks: false
        }
    }
}