pipeline {
    agent any
    stages {
        stage("install") {
            steps {
                sh 'mamba env update --file environment.yml --prefix ./env || mamba env create --force --file environment.yml --prefix ./env'
                sh 'echo conda environment: $CONDA_PREFIX'
            }
        }
        stage("unit tests") {
            steps {
                sh returnStatus: true, script: "python -m pytest --junitxml=test_results.tests.xml --cov-report xml:test_coverage.coverage.xml --cov=mltraining"
                xunit checksName: '', thresholdMode: 2, thresholds: [failed(unstableThreshold: '90')], tools: [JUnit(excludesPattern: '', pattern: 'test_results.tests.xml', stopProcessingIfError: true)]
                // cobertura autoUpdateHealth: false, autoUpdateStability: false, coberturaReportFile: 'test_coverage.coverage.xml', failUnhealthy: false, failUnstable: false, maxNumberOfBuilds: 64, lineCoverageTargets: '50, 0, 0', methodCoverageTargets: '50, 0, 0', onlyStable: false, sourceEncoding: 'ASCII', zoomCoverageChart: false
            }
        }
        stage("build") {
            steps {
                sh 'rm -rf ./dist/*'
                sh "python -m build"
            }
        }
        stage("test package") {
            steps {
                sh "pip install dist/*.whl"
            }
        }
        stage("publish") {
            environment {
                CREDS = credentials('rs-git-package-registry-ydeng')
            }
            when {
                branch '**/master'
            }
            steps {
                sh returnStatus: true, script: 'python -m twine upload --repository-url https://git.reslate.systems/api/packages/${CREDS_USR}/pypi -u ${CREDS_USR} -p ${CREDS_PSW} --non-interactive --disable-progress-bar --verbose dist/*'
            }
        }
    }
}