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 } } }