ium_426206/Jenkinsfile_DVC

pipeline {
	agent any 
	stages {
		stage('checkout') {
			steps {
				checkout([$class: 'GitSCM', branches: [[name: '*/master']], doGenerateSubmoduleConfigurations: false, extensions: [], submoduleCfg: [], userRemoteConfigs: [[url: 'https://git.wmi.amu.edu.pl/s426206/ium_426206.git']]])
			}
		}	
		stage('docker') {
			steps {
                withCredentials([sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY', passphraseVariable: '', usernameVariable: '')]) 
                {
                    script {
                        def img = docker.build('rokoch/ium:01')
                        img.inside {
                            //sh 'dvc init -f'
                            //sh 'dvc run -n prepare -d create_dataset.py -o train_dataset.pt -o val_dataset.pt python3 create_dataset.py'
                            //sh 'dvc run -n train -d dlgssdpytorch.py -d train_dataset.pt -d val_dataset.pt -o model.pt python3 dlgssdpytorch.py'
                            sh 'dvc remote add -f -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@2021'
                            //sh 'dvc push'
                            sh 'dvc pull'
                            sh 'dvc reproduce'
                        }
                    }
                }
			}
		}
		
		stage('end') {
            steps {
				//Zarchiwizuj wynik
				archiveArtifacts 'model.pt'					
			}
		}
	}

	post {
		success {
			//Wysłanie maila
			emailext body: 'Success DVC',
				subject: 's426206 DVC',
				to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'

		}
		unstable {
			emailext body: 'Unstable DVC', subject: 's426206 DVC', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
		}
		failure {
			emailext body: 'Failure DVC', subject: 's426206 DVC', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
		}
		changed {
			emailext body: 'Changed DVC', subject: 's426206 DVC', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
		}
	}
}