ium_444354/Jenkinsfile_evaluation

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pipeline {
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agent {
dockerfile true
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}
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parameters{
gitParameter branchFilter: 'origin/(.*)', defaultValue: 'master', name: 'BRANCH', type: 'PT_BRANCH'
buildSelector(
defaultSelector: lastSuccessful(),
description: 'Which build to use for copying artifacts',
name: 'BUILD_SELECTOR'
)
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}
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stages {
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stage('Copy prev build artifact') {
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steps {
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script {
if (currentBuild.previousBuild) {
try {
copyArtifacts(projectName: currentBuild.projectName,
selector: specific("${currentBuild.previousBuild.number}"))
def previousFile = readFile(file: "TRAIN_winequality-red.csv")
echo("The current build is ${currentBuild.number}")
echo("The previous build artifact was: ${previousFile}")
} catch(err) {
// ignore error
}
}
}
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}
}
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stage('Copy') {
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steps {
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copyArtifacts projectName: 's444354-create-dataset'
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copyArtifacts projectName: "s444354-training/${params.BRANCH}/", selector: buildParameter('BUILD_SELECTOR'), optional: true
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sh 'python3 ./evaluation.py'
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archiveArtifacts 'eval.csv, metrics.png'
script {
metric = sh (
script: 'tail -1 eval.csv',
returnStdout: true
).trim()
}
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}
}
}
post {
always {
emailext body: "${currentBuild.currentResult}, metrics of MAE, MSE, RMSE: ${metric}", subject: '444354-evaluation build status', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
}
}