pipeline { agent any parameters{ string( defaultValue: 'piotrwrzodak', description: 'Kaggle username', name: 'KAGGLE_USERNAME', trim: false ) password( defaultValue: '', description: 'Kaggle token taken from kaggle.json file, as described in https://github.com/Kaggle/kaggle-api#api-credentials', name: 'KAGGLE_KEY' ) string( defaultValue: '100', description: 'CUTOFF', name: 'CUTOFF', trim: false ) } stages { stage('clear') { steps { sh 'rm -rf *' } } stage('checkout: Check out from version control') { steps { checkout scm } } stage('Build') { steps { withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}" ]) { sh 'kaggle datasets download -d thedevastator/airbnb-prices-in-european-cities' sh 'unzip airbnb-prices-in-european-cities.zip' sh 'ls' } } } stage('Docker') { agent { dockerfile { filename 'Dockerfile' reuseNode true } } steps { sh 'python3 create-dataset.py' archiveArtifacts artifacts: 'barcelona_weekends.train.csv, barcelona_weekends.dev.csv, barcelona_weekends.test.csv', fingerprint: true } } } }