pipeline {
   agent  any
   parameters{
         string(
            defaultValue: 'master',
            description: 'BRANCH',
            name: 'BRANCH',
            trim: false
         )
    }
    stages {
      stage('Clear_Before') {
         steps {
            sh 'rm -rf *'
         }
      }
      stage('Clone') {
         steps {
            sh 'git clone https://git.wmi.amu.edu.pl/s444439/ium_z444439'
         }
      }
      stage('copy_artifacts_from_training') {
         steps {
            copyArtifacts(projectName: 'z-s444439-training/master', fingerprintArtifacts: true)
         }
      }
      stage('copy_artifacts_from_evaluation') {
         steps {
            copyArtifacts(projectName: 'z-s444439-evaluation/master', fingerprintArtifacts: true, optional: true)
         }
      }
      stage('copy_artifacts_test') {
         steps {
            copyArtifacts(projectName: 'z-s444439-create-dataset', filter: 'X_test.csv,Y_test.csv', fingerprintArtifacts: true)
         }
      }
      stage('Docker') {
         agent {
            dockerfile {
               filename 'Dockerfile'
               dir      'ium_z444439'
               reuseNode true
            }
         }
         steps {
            sh 'ls -a'
            sh 'python ./ium_z444439/predictions.py'
            sh 'python ./ium_z444439/plot.py'
            archiveArtifacts 'prediction.csv'
            archiveArtifacts 'metrics.csv'
            archiveArtifacts 'metrics.png'
         }
      }


      stage('clear_after') {
         steps {
            sh 'rm -rf *'
         }
      }
   }
}