ium_434804/Jenkinsfile_dvc

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: '87e24204-a0e1-4840-b235-2b993c922d83', url: 'https://git.wmi.amu.edu.pl/s434804/ium_434804.git']]])
            }
        }
        stage('install dependencies') {
            steps {
                sh 'python -m pip install dvc'
                sh 'python -m pip install dvc[ssh] paramiko'
            }
        }
        stage('DVC') {
            steps {
                withCredentials([string(credentialsId: 'ium-sftp-password', variable: 'IUM_SFTP_PASS')]) {
                    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_PASS"
                    sh "dvc pull"
                    sh "dvc reproduce"
                }
            }
        }
   }
   post {
        success {
            emailext body: currentBuild.result ?: 'DVC SUCCESS',
            subject: 's434804',
            to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
        }
   }
}