ium_z487179/createDataset/Jenkinsfile

pipeline {
   agent any
   parameters {
     string(
            defaultValue: 'wojciechbatruszewicz',
            description: 'Kaggle username',
            name: 'KAGGLE_USERNAME',
            trim: false
         )
      password(
         defaultValue: '',
         description: 'Kaggle token taken from kaggle.json file, as described in https://github.com/Kaggle/kaggle-api#api-credentials',
         name: 'KAGGLE_KEY'
      )
      string(
            defaultValue: '50',
            description: 'dataset cutoff',
            name: 'CUTOFF',
            trim: false
         )
   }
   stages {
      stage('Download dataset') {
         steps {
            checkout scm
            dir ('./createDataset') {
               sh 'ls -l'
               withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}",
                  "KAGGLE_KEY=${params.KAGGLE_KEY}" ]) {
                  // sh 'chmod +x ./datasetScript.sh'
                  // sh './datasetScript.sh'
                  sh 'kaggle datasets download -d rishikeshkonapure/home-loan-approval'
                  sh 'unzip -o home-loan-approval.zip'
               }
            }
         }
      }
      stage('Docker') {
        steps {
               script {
                  def dockerImage = docker.build("docker-image", "./docker")
                  dockerImage.inside {
                     sh 'ls -l'
                     dir ('./createDataset') {
                        sh 'ls -l'
                        sh 'python3 ./createDataset.py'
                        archiveArtifacts 'home_loan_train.csv'
                        archiveArtifacts 'home_loan_test.csv'
                        archiveArtifacts 'home_loan_val.csv'
                     }
                  }  
            }
        }
      }
      stage('triggerTrain') {
            steps {
                build job: "z-s487179-training", wait: true
            }
        }
      // stage('Archive file') {
      //    steps {
      //       dir ('./createDataset') {
      //          archiveArtifacts artifacts: 'loan_sanction_shuffled.csv', fingerprint: true\
      //       }
      //    }
      // }              
   }
}