node {
    checkout scm

    stage('Load Docker image & data') {
        def dataImage = docker.build('s478841-image', "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} .")

        dataImage.inside('--name kaggload -v $WORKSPACE:/data -u root') {
            // sh 'chmod u+x ./scripts/data_stats.sh'
            // sh './scripts/data_stats.sh'
            sh 'cp /app/data/* /data/data'
            sh 'echo Data loaded'
        }
    }

    stage('Archive arifacts') {
        archiveArtifacts artifacts: '*data/avocado.data*', onlyIfSuccessful: true
    }
    stage('Delegate the model training') {
        build job: 's478841-training/develop'
    }
}