pipeline {
    agent {
        dockerfile {
			 additionalBuildArgs "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} --build-arg CUTOFF=${params.CUTOFF} -t sebastianwalesa"
        }
    }
    parameters {
        string (
            defaultValue: 'sebastianwalesa',
            description: 'Kaggle username',
            name: 'KAGGLE_USERNAME',
            trim: false
        )
        password (
            defaultValue: 'c879e3806be4cd6ade7aa10ea81d4cfe',
            description: 'Kaggle token taken from kaggle.json file, as described in https://github.com/Kaggle/              kaggle-api#api-credentials',
            name: 'KAGGLE_KEY'
        )
    }
    stages {
        stage('Train-stage'){
		steps {
                copyArtifacts filter: '*', projectName: 's478839-create-dataset'
			    sh 'python3 ./ml_pytorch.py'
			    archiveArtifacts artifacts: 'Model_xPosition.pkl', followSymlinks: false
		}
	}
    }
}