ium_s434700/learning/Jenkinsfile

pipeline {
    agent {
        dockerfile true
    }
    stages {
        stage('Copy Archive') {
            steps {
                script {
                    step ([$class: 'CopyArtifact',
                    projectName: 's434700-create-dataset',
                    filter: '*.csv',
                    target: 'datasets'])
                }
            }
        }
        stage('checkout: Check out from version control') {
            steps {
                git 'https://git.wmi.amu.edu.pl/s434700/ium_s434700.git'
            }
        }
        stage('learning') {
            steps {
                sh 'python ./learning/ml.py'
                sh "export MLFLOW_TRACKING_URI=http://172.17.0.1:5000"
                sh "python ./learning/ml-mlflow.py"
            }
        }
        stage('archiveArtifacts') {
            steps {
                archiveArtifacts 'model.pt'
            }
        }
    }

    post {
        success {
            build job: 's434700-evaluation/master'
            mail body: 'SUCCESS TRAINING', subject: 's434700', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
        }

        failure {
            mail body: 'FAILURE TRAINING', subject: 's434700', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
        }

   }
}