pipeline{ agent { docker { image 's434804/ium:0.5' args '-v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns ' } } stages{ stage('checkout: Check out from version control'){ steps{ checkout([$class: 'GitSCM', branches: [[name: '*/master']], doGenerateSubmoduleConfigurations: false, extensions: [], submoduleCfg: [], userRemoteConfigs: [[credentialsId: '3e2b5ea1-7a08-4418-892b-c562315036a4', url: 'https://git.wmi.amu.edu.pl/s430705/ium_430705']]]) } } stage("DVC"){ withCredentials([string(credentialsId: 'ium-sftp-password', variable: 'IUM_SFTP_PASS')]) { sh 'pip install dvc' sh 'pip install dvc[ssh] paramiko' sh "dvc init -f" 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 password $IUM_SFTP_KEY" sh "dvc pull" sh "dvc reproduce" } } } }