ium_z487175/Jenkinsfile-training

pipeline{
    agent any

    parameters {
        string(
            name: 'EPOCHS',
            description: 'Number of epochs',
            defaultValue: '10'
        )
    }

    options {
        copyArtifactPermission('z-s487175-evaluation.eg');
    }

    stages{
        stage('Copy dataset'){
            steps{
                sh "docker cp \$(docker ps -l -q):/app/dane ${env.WORKSPACE}"
            }
        }

        stage('Train model'){
            steps{
                sh "docker run -v ${env.WORKSPACE}/dane:/app/dane ium python3 /app/DL-model.py --epochs ${params.EPOCHS}"
            }
        }

        stage('Archive model'){
            steps {
                sh "docker cp \$(docker ps -l -q):/app/model_with_data.pickle ${env.WORKSPACE}"
                sh "docker cp \$(docker ps -l -q):/app/artifacts-sacred ${env.WORKSPACE}"
                sh "tar -czvf ${env.WORKSPACE}/artifacts-sacred.tar.gz -C ${env.WORKSPACE} artifacts-sacred"
                archiveArtifacts artifacts: 'model_with_data.pickle, artifacts-sacred.tar.gz', fingerprint: true
            }
        }
    }

     post {
        success {
            //Wywołanie projektu evaluation
            build job: 'z-s487175-evaluation.eg/master', propagate: false, wait: false
        }
    }
}