ium_434780/Jenkinsfile_train_tensorflow

pipeline {
	agent any
    parameters {
      buildSelector(
          defaultSelector: lastSuccessful(),
          description: 'Which build to use for copying artifacts',
          name: 'BUILD_SELECTOR')
    }
	stages {
        stage('Copy artifact') {
                steps {
                     copyArtifacts filter: 'dev.csv, train.csv, test.csv', fingerprintArtifacts: false, projectName: 's434780-create-dataset', selector: buildParameter('BUILD_SELECTOR')
                }
            }
		stage('docker') {
			steps {
                script {
                    def img = docker.build('s434780/ium:1.0')
                    img.inside {
                        sh 'chmod +x train-tensorflow.py'
                        sh 'python3 ./train-tensorflow.py'
                    }
                }
			}
		}

		stage('archiveArtifacts') {
            steps {
				archiveArtifacts 'trained_model'
			}
		}
	}
	post {
		success {
			emailext body: 'Success train',	subject: 's434780 train', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
		}

		failure {
			emailext body: 'Failed train', subject: 's434780 train', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
		}

	}
}