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 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
                sh "dvc pull"
            }
        }
    }

}