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: '1000',
         description: 'CUTOFF',
         name: 'CUTOFF',
         trim: false
     )
    }
    stages {
        stage('Clear') {
            steps {
                sh 'rm -rf *'
            }
        }
        stage('Build') {
            steps {
                sh 'git clone https://git.wmi.amu.edu.pl/s444510/ium_z444510.git'
                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 -d ./ium_z444510'
                   sh 'rm airbnb-prices-in-european-cities.zip'
                   sh 'python ium_z444510/create-dataset.py'
                   sh 'ls -a'
                   sh 'ls -a ./ium_z444510'
                }
                archiveArtifacts 'train.csv'
                archiveArtifacts 'dev.csv'
                archiveArtifacts 'test.csv'
            }
        }
   }
}