ium-helloworld/Jenkinsfile

node {
	def img
	stage("Properties"){
		properties([
			pipelineTriggers([
				pollSCM(''),
				[$class: 'GogsTrigger']
			])
		])	 
	}

	stage("Checkout"){
		git 'https://git.wmi.amu.edu.pl/tzietkiewicz/ium-helloworld.git' 
	}

	stage('Environment') { // for display purposes
		img = docker.build('ium-helloworld')
	}
	
	img.inside('-v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns ') {

	stage("Kaggle"){
		withCredentials([usernamePassword(credentialsId: '53ff19bf-dbb7-4275-a609-634b57fe0627', passwordVariable: 'KAGGLE_KEY', usernameVariable: 'KAGGLE_USERNAME')]) {
		       sh 'echo KAGGLE_USERNAME: $KAGGLE_USERNAME'
	               sh 'kaggle datasets list'
		}
	}

//	    stage('MLflow') {
//                sh 'ls -l /tmp/mlruns'
//                sh 'ls -l /mlruns'
//		        sh 'python3 ./train.py'
//                sh 'ls -l /tmp/mlruns'
//                sh 'ls -l /mlruns'
//        }
    
        stage("DVC"){
            withCredentials([sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY')]) {
		sh 'ssh ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl -i $IUM_SFTP_KEY'
                sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
                sh "dvc pull"
            }
        }
    }

}