pipeline {
    agent {
        docker {
            image 'patlaz/ium:1.0'
        }
    }	
	parameters {
		buildSelector(
					defaultSelector: lastSuccessful(),
					description: 'Which build to use for copying artifacts',
					name: 'BUILD_SELECTOR'
        )
        string(
             defaultValue: '16',
             description: 'batch size',
             name: 'BATCH_SIZE'
         )
         string(
             defaultValue: '10', 
             description: 'epochs',
             name: 'EPOCHS'
         )
	}
    stages {
		stage('copyArtifacts') {
            steps {
                copyArtifacts fingerprintArtifacts: true, projectName: 's434742-create-dataset', selector: buildParameter('BUILD_SELECTOR')
            }
        }
		stage('training') {
			steps {
                sh 'chmod +x avocado-preprocessing.py'
				sh 'python3 avocado-preprocessing.py ${EPOCHS} ${BATCH_SIZE}'
                
			
			}
		}
		stage('archiveArtifacts') {
			steps{
				archiveArtifacts 'avocado-model.h5'
			}
		}

        stage('sendMail') {
            steps{
                emailext body: currentBuild.result ?: 'SUCCESS',
                subject: 's434742',
                to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
            }
        }
    }
}