pipeline {
    agent {
        docker {
            image 's478841-image:latest'
        }
    }
    parameters {
        string(
            defaultValue: '{\\"inputs\\": [[0.76, 0.71], [0.6, 0.73], [0.75, 0.75], [0.91, 0.85]]}',
            description: 'Input data',
            name: 'INPUT',
            trim: true
        )
        buildSelector(
            defaultSelector: lastSuccessful(),
            description: 'Build used for artifacts copying',
            name: 'BUILD_SELECTOR'
        )
    }

    stages {
        stage('Load artifacts') {
            steps {
                copyArtifacts projectName: 's444356-training/master', selector: buildParameter('BUILD_SELECTOR')
            }
        }
        stage('Predict using artifact') {
            steps {
                sh "echo ${params.INPUT} > scripts/input_example.json"
                sh 'python3 scripts/predict_s444356.py'
            }
        }
    }
}