ium_470607/lab5/train/Jenkinsfile

pipeline {
    agent none
    options { copyArtifactPermission('s470607-evaluation/master') }
    parameters {
        buildSelector(
            defaultSelector: lastSuccessful(),
            description: 'Which build to use for copying artifacts',
            name: 'BUILD_SELECTOR')

            string(name: 'LEARNING_RATE', defaultValue: '0.0003', description: 'learning rate')
    }
    stages {
        stage('copy files') {
            agent any
                steps {
                    sh '''
                        cp ./lab5/train/Dockerfile .
                        cp ./lab5/train/script.sh .
                        cp ./lab5/train/train.py .
                        cp ./lab5/train/requirements.txt .
                        '''
                }
        }
        stage('docker') {
            agent {
                docker {
                    image 'kubakonieczny/ium:train-sacred-mlflow'
                }
            }
            stages {
                stage('copyArtifacts') {
                    steps {
                        copyArtifacts fingerprintArtifacts: true, projectName: 's470607-create-dataset', selector: buildParameter('BUILD_SELECTOR')
                    }
                }
                stage('ls') {
                    steps {
                        sh 'chmod +x script.sh'
                        withEnv(["LEARNING_RATE=${params.LEARNING_RATE}"]) {
                            sh './script.sh $LEARNING_RATE'
                        }
                        sh 'ls -lah'
                    }
                }
                stage('archive artifact') {
                    steps {
                        archiveArtifacts 'grid-stability-dense.h5'
                        archiveArtifacts 'my_runs/**'
                    }
                }
            }
        }
    }
    post {
        success {
            build job: 's470607-evaluation/master'
            mail    body: 'SUCCESS',
                    subject: 's470607-training',
                    to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
        }
        failure {
            mail    body: 'FAILURE',
                    subject: 's470607-training',
                    to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
        }
    }
}