ium_z444439/Jenkinsfile_training

pipeline {
   agent  any
   parameters{
         string(
            defaultValue: '300',
            description: 'EPOCHS',
            name: 'EPOCHS',
            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') {
         steps {
            copyArtifacts(projectName: 'z-s444439-create-dataset', fingerprintArtifacts: true)
         }
      }
      stage('Docker') {
         agent {
            dockerfile {
               filename 'Dockerfile'
               dir      'ium_z444439'
               reuseNode true
            }
         }
         steps {
                  sh 'python ./ium_z444439/train.py'
                  archiveArtifacts 'model/'
                  archiveArtifacts 'X_test.csv'
                  archiveArtifacts 'Y_test.csv'
         }
      }
      stage('Clear_After') {
         steps {
            sh 'rm -rf *'
         }
      }
   }