ium_464953/Jenkinsfile_sacred

pipeline {
  agent any
  
  parameters {
    string(name: 'KAGGLE_USERNAME', defaultValue: 'gulczas', description: 'Kaggle username')
    password(name: 'KAGGLE_KEY', defaultValue: '', description: 'Kaggle API key')
  }

  stages {
    stage('Clone Repository') {
      steps {
        git 'https://git.wmi.amu.edu.pl/s464953/ium_464953.git'
      }
    }

    stage('Download datasets') {
      steps {
        withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}"]) {
          sh "bash ./download_dataset.sh"
        }
      }
    }

    stage('Build and Run Experiments') {
      agent {
        dockerfile {
          reuseNode true
        }
      } 
  
      environment {
        KAGGLE_USERNAME = "${params.KAGGLE_USERNAME}"
        KAGGLE_KEY = "${params.KAGGLE_KEY}"
      }

      steps {
        sh 'chmod +x sacred/sacred_model_creator.py'
        sh 'python3 sacred/sacred_model_creator.py'
        sh 'chmod +x sacred/sacred_use_model.py'
        sh 'python3 sacred/sacred_use_model.py'
      }
    }

    stage('Archive Artifacts from Experiments') {
      steps {
        archiveArtifacts artifacts: 'my_experiment_logs/**', allowEmptyArchive: true
      }
    }
  }
}