pipeline { agent any parameters { string ( defaultValue: 'vskyper', description: 'Kaggle username', name: 'KAGGLE_USERNAME', trim: false ) password ( defaultValue: '', description: 'Kaggle API key', name: 'KAGGLE_KEY', ) } stages { stage('Download dataset') { steps { withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}"]) { sh 'kaggle datasets download -d mlg-ulb/creditcardfraud' sh 'unzip creditcardfraud.zip' sh 'rm creditcardfraud.zip' } } } stage('Run create-dataset script') { agent { dockerfile { reuseNode true } } steps { sh 'chmod +x create-dataset.py' sh 'python3 ./create-dataset.py $KAGGLE_USERNAME' } } stage('Archive Artifacts') { steps { archiveArtifacts artifacts: 'data/*', onlyIfSuccessful: true } } } }