pipeline {
    agent {
        docker {
	        image 'zadanie'
	        args '-v /mlruns:/mlruns'
	    }
    }
    parameters {
        string(
            defaultValue: '{"inputs": [[0.51, 0.86], [0.79, 0.79], [0.74, 0.77], [0.66, 0.73], [0.79, 0.47]]}',
            description: 'Input example',
            name: 'INPUT'
        )
        buildSelector(
			defaultSelector: lastSuccessful(),
			description: 'Which build to use for copying artifacts',
			name: 'BUILD_SELECTOR'
		)
    }

    stages {
        stage('Copy artifacts') {
            steps {
                copyArtifacts fingerprintArtifacts: true, projectName: 's444356-training/master', selector: buildParameter('BUILD_SELECTOR')
            }
        }
        stage('Prediction') {
            steps {
                withEnv(["INPUT=${params.INPUT}"]) {
                    sh 'echo $INPUT > input_example.json'
                }
                sh 'python s444356.py'
            }
        }
    }
}