ium_495719/JenkinsfileTraining

pipeline {
    agent {
        docker { image 'paweldopierala/ium:2.0.0' }
    }

    parameters{
        buildSelector(
            defaultSelector: lastSuccessful(),
            description: 'Which build to use for copying artifacts',
            name: 'BUILD_SELECTOR'
        )
        string(
            defaultValue: '20',
            description: 'Epochs',
            name: 'EPOCHS'
        )
        string(
            defaultValue: '0.001',
            description: 'Learning Rate',
            name: 'LEARNING_RATE'
        )
        string(
            defaultValue: '32',
            description: 'Batch size',
            name: 'BATCH_SIZE'
        )
    }

    triggers {
        upstream(upstreamProjects: 'z-s495719-create-dataset', threshold: hudson.model.Result.SUCCESS)
    }

    stages {
        stage('Git') {
            steps {
                git(
                    url: "https://git.wmi.amu.edu.pl/s495719/ium_495719.git",
                    branch: "main"
                )
            }
        }
        stage('CopyArtifacts') {
            steps {
                copyArtifacts fingerprintArtifacts: true, projectName: 'z-s495719-create-dataset', selector: buildParameter('BUILD_SELECTOR')
            }
        }
        stage('Script') {
            steps {
                sh 'chmod 777 ./create_model.py'
                sh "python3 ./create_model.py ${params.EPOCHS} ${params.LEARNING_RATE} ${params.BATCH_SIZE}"
            }
        }
        stage('CreateArtifacts') {
            steps {
                archiveArtifacts artifacts: 'hp_model.h5'
            }
        }
    }
}