pipeline {
	agent any 
    parameters {
      buildSelector(
          defaultSelector: lastSuccessful(),
          description: 'Which build to use for copying artifacts for predict',
          name: 'BUILD_SELECTOR_PREDICT')
        string(
            defaultValue: 'input_example.json',
            description: 'Input name',
            name: 'INPUT',
            trim: false
        )
    }
	stages {
		stage('checkout') {
			steps {
				checkout([$class: 'GitSCM', branches: [[name: '*/master']], doGenerateSubmoduleConfigurations: false, extensions: [], submoduleCfg: [], userRemoteConfigs: [[url: 'https://git.wmi.amu.edu.pl/s426206/ium_426206.git']]])
			}
		}
        stage('Copy artifact') {
                steps {
                    copyArtifacts filter: 'my_model/**/*', fingerprintArtifacts: false, projectName: 's426206-training/master', selector: buildParameter('BUILD_SELECTOR_PREDICT')
                }
            }		
		stage('docker') {
			steps {
                script {
                    def img = docker.build('rokoch/ium:01')
                    img.inside {
                        sh 'chmod +x mlflow_predict.py'
                        sh 'python3 ./mlflow_predict.py $INPUT'
                    }
                }
			}
		}
	}
}