pipeline {
  	agent {
		dockerfile {
			 additionalBuildArgs "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} --build-arg CUTOFF=${params.CUTOFF} -t maciejczajka"
		}
	}
	parameters {
        string(
            defaultValue: '1000',
            description: 'Number of epochs',
            name: 'EPOCHS',
            trim: false
        )
    }
   stages {
	stage('Script'){
		steps {
                        copyArtifacts filter: '*', projectName: 's444356-create-dataset'
			sh 'python Biblioteka_DL/dllib-sacred.py with "epochs=$EPOCHS"'
			sh 'cp my_run/_sources/dllib* source_code.py'
			sh 'cp my_run/1/config.json configuration.json'
			sh 'cp my_run/1/info.json param.json'
			sh 'cp my_run/1/games_model.pkl model.pkl'
			archiveArtifacts artifacts: 'games_model.pkl, source_code.py, configuration.json, param.json, model.pkl'
			sh 'rm -r my_runs'
			sh 'rm -r my_run'
			build job: 's444356-evaluation/master/'
		}
	}
    }
    post {
        success {
            emailext body: 'SUCCESS', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
        }
        failure {
            emailext body: 'FAILURE', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
        }
        unstable {
            emailext body: 'UNSTABLE', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
        }
        changed {
            emailext body: 'CHANGED', subject: 's444356-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
        }		
    }
}