ium_444380/Jenkinsfile

pipeline {
	agent {
		dockerfile {
			additionalBuildArgs '-t ium'
			args '-e KAGGLE_USERNAME=${params.KAGGLE_USERNAME} -e KAGGLE_KEY=${params.KAGGLE_KEY}'
		}
	}
    parameters {
        string (
            defaultValue: 'kamilguttmann',
            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: "260000",
            description: 'Use CUTOFF random examples from dataset',
            name: 'CUTOFF'
        )
    }
    stages {
        stage('Hello') {
            steps {
                echo 'Hello World'
            }
        }
        stage("Download data") {
            steps {
				withDockerContainer('ium'){
					sh "ls"
					sh "./download_data.sh"
					sh "python3 clean_and_split_data.py"  
					archiveArtifacts artifacts: "crime.test, crime.dev, crime.train", onlyIfSuccessful: true               
				}
			}
        }
    }
}