ium_444421/training.Jenkinsfile

pipeline {
    agent {
    	dockerfile true
    }
    	options {
    		copyArtifactPermission('s444421-evaluation');
    	}
    	parameters {
    			buildSelector(
			defaultSelector: lastSuccessful(),
			description: 'Which build to use for copying artifacts',
			name: 'BUILD_SELECTOR'
		)
		string(
			defaultValue: '1000',
            		description: 'Number of epochs',
            		name: 'EPOCHS'
		)
	}
    stages {
		stage('Check out from version control') {
			steps {
				checkout([$class: 'GitSCM', branches: [[name: '*/training_and_evaluation']], extensions: [], userRemoteConfigs: [[credentialsId: 's444421', url: 'https://git.wmi.amu.edu.pl/s444421/ium_444421.git']]])
			}
		}
        stage('Script') {
            steps {
            	copyArtifacts filter: '*', projectName:'s444421-create-dataset', selector: buildParameter('BUILD_SELECTOR')
            	sh 'ipython ./training_sacred.py with "epochs=$EPOCHS"'
            	sh 'cp my_runs/1/config.json config.json'
            	sh 'cp my_runs/1/model.pth model.pth'
            	sh 'cp my_runs/_sources/training* training_sacred.py'
            	sh 'cp my_runs/1/info.json info.json'
            	archiveArtifacts artifacts: 'config.json, model.pth, training_sacred.py, info.json'
            }
        }
    }
    post {
    	success {
    		emailext body: 'SUCCESS', subject: 's444421-training status', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
      		build job: 's444421-evaluation/training_and_evaluation'
      		}
      	failure {
      		emailext body: 'FAILURE', subject: 's444421-training status', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
      	}
      	aborted {
      		emailext body: 'ABORTED', subject: 's444421-training status', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
      	}
      	changed {
      		emailext body: 'CHANGED', subject: 's444421-training status', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
      	}
}