pipeline {
    agent {
        docker {
            image 's444409-create-dataset'
        }
    }
    parameters {
        string(
            defaultValue: '{"inputs": [[0.51, 0.86], [0.79, 0.79], [0.74, 0.77], [0.66, 0.73]]}',
            description: 'Input',
            name: 'INPUT',
            trim: true
        )
        buildSelector(
			defaultSelector: lastSuccessful(),
			description: 'Which build to use for copying artifacts',
			name: 'BUILD_SELECTOR'
		)
    }
    
    stages {
        stage('Get dataset from artifact') {
            steps {
                copyArtifacts projectName: 's444356-training/master', selector: buildParameter('BUILD_SELECTOR')
            }
        }
        stage('Predict values using model from artifact') {
            steps {
                sh "echo ${params.INPUT} > input_example.json"
                sh "python predict_s444356.py"
            }
        }
    }
}