pipeline {
    agent {
        dockerfile {
			 additionalBuildArgs "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} --build-arg CUTOFF=${params.CUTOFF} -t sebastianwalesa"
        }
    }
    parameters {
        string(
            defaultValue: '1000',
            description: 'Number of epochs',
            name: 'EPOCHS',
            trim: false
        )
    }
    stages {
        stage('Sacred-stage'){
		steps {
                copyArtifacts filter: '*', projectName: 's478839-create-dataset'
			    sh 'python3 ml_pytroch_sacred.py with "epochs=$EPOCHS"'
                archiveArtifacts artifacts: 'IUM_478839/_sources/*, IUM_478839/1/*, result.txt, Model_xPosition.pkl'
			    sh 'rm -r IUM_478839'
		}
	}
    
    }

}