node {
 stage('Preparation') { 
     properties([
         parameters([
                string(
                    defaultValue: '1', 
                    description: 'Build number',
                    name: 'build'),
				gitParameter(
                    branchFilter: 'origin/(.*)',
                    defaultValue: 'master',
                    name: 'BRANCH',
                    type: 'PT_BRANCH'
                ),
         ])
     ])
 }
 
      stage('checkout: Check out from version control') {
     checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's487197', url: 'https://git.wmi.amu.edu.pl/s487197/ium_487197']]])
 }
 stage('Dockerfile'){
    def testImage = docker.image('s487197/ium:37')
	testImage.inside{ 
         copyArtifacts filter: 'baltimore_train.csv', projectName: 's487197-create-dataset'
		 copyArtifacts filter: 'baltimore_test.csv', projectName: 's487197-create-dataset'
         copyArtifacts filter: 'baltimore_model.h5', fingerprintArtifacts: true, projectName: "s487197-training/$BRANCH", selector: buildParameter(lastSuccessful())
		 copyArtifacts filter: 'metrics.csv', projectName: "s487197-evaluation.eg/$BRANCH", optional: true
		 sh "python3 ium_predict.py -build $BUILD"
		 archiveArtifacts artifacts: 'metrics.csv, listfile.txt, metrics_img.png', onlyIfSuccessful: true
     
	 
    }
   
 }
}