ium_464863/Jenkinsfile

pipeline {
    agent any

    parameters {
        password (
            name: 'KAGGLE_USERNAME',
            defaultValue: '',
            description: 'Kaggle username'
        )
        password (
            name: 'KAGGLE_KEY',
            defaultValue: '',
            description: 'Kaggle API key'
        )
        string (
            name: 'CUTOFF',
            defaultValue: '500',
            description: 'Get only the first CUTOFF rows of the dataset'
        )
    }

    stages {
        stage('Clone repository') {
            steps {
                checkout scm
            }
        }

        stage('Build Docker image') {
            steps {
                script {
                    docker.build("create-dataset-s464863")
                }
            }
        }

        stage('Download dataset and preprocess data') {
            steps {
                docker.image('create-dataset-s464863').withRun(
                "-e KAGGLE_USERNAME=${params.KAGGLE_USERNAME}",
                "-e KAGGLE_KEY=${params.KAGGLE_KEY}",
                "-e CUTOFF=${params.CUTOFF}"
                ) {
                    sh "chmod +x ./download_dataset.py"
                    sh "python3 ./download_dataset.py ${params.CUTOFF}"
                    archiveArtifacts artifacts: 'datasets/*', onlyIfSuccessful: true
                }
            }
        }
    }
}