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"){
             steps{
                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"
            }}
         }
    }
}