pipeline {
    agent {
        docker { image 'jarmosz/ium:1.1' }
    }
    parameters {
        string(name: 'optioms', description: 'Trainig script options')
        buildSelector(defaultSelector: lastSuccessful(), description: 'Use latest build', name: 'BUILD_SELECTOR')
    }
    stages {
        stage("Copy artifacts"){
            steps {
                copyArtifacts fingerprintArtifacts: true, projectName: 's434704-create-dataset', selector: buildParameter('BUILD_SELECTOR')
            }
        }
        stage("Run training"){
            sh "python3 training.py ${params.options}"
        }
        stage('Save trained model files') {
			steps{
				archiveArtifacts 'linear_regression/**'
			}
		}
    }
    post {
        always {
            mail body: ${currentBuild.currentResult}, subject: 's434704', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
        }
    }
}