pipeline {
    agent {
        dockerfile {
			 additionalBuildArgs "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} --build-arg CUTOFF=${params.CUTOFF} -t sebastianwalesa"
        }
    }
    parameters {
        string(
            defaultValue: '1000',
            description: 'Number of epochs',
            name: 'EPOCHS',
            trim: false
        )
    }
    stages {
        stage('Sacred-stage'){
		steps {
                copyArtifacts filter: '*', projectName: 's478839-create-dataset'
			    sh 'python ml_pytorch_sacred.py with  "epochs=$EPOCHS"'
			    sh 'cp IUM_478839/_sources/* source_code.py'
                sh 'cp IUM_478839/1/config.json configuration.json'
                sh 'cp IUM_478839/1/info.json param.json'
                sh 'cp IUM_478839/1/Model_xPosition.pkl model.pkl'
                archiveArtifacts artifacts: 'source_code.py, configuration.json, param.json, model.pkl'
		}
	}
    stage('Evaluation-job'){
		steps {
                build job: 's478839-evaluation/feature/'
		}
	}
    }

}