ium_478839/Jenkinsfile-evaluation

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pipeline {
agent {
dockerfile {
additionalBuildArgs "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} --build-arg CUTOFF=${params.CUTOFF} -t sebastianwalesa"
}
}
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parameters {
gitParameter branchFilter: 'origin/(.*)', defaultValue: 'master', name: 'BRANCH', type: 'PT_BRANCH'
buildSelector(
defaultSelector: lastSuccessful(),
description: 'Which build to use for copying artifacts',
name: 'BUILD_SELECTOR'
)
}
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stages {
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stage('Evaluate'){
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steps {
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copyArtifacts filter: '*', projectName: 's478839-create-dataset', selector: buildParameter('BUILD_SELECTOR')
copyArtifacts filter: '*', projectName: 's478839-training/${BRANCH}', selector: buildParameter('BUILD_SELECTOR')
copyArtifacts filter: '*', projectName: 's478839-evaluation/master', selector: buildParameter('BUILD_SELECTOR'), optional: true
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sh 'python3 ./ml_pytorch_results.py'
archiveArtifacts artifacts: 'metrics.txt, MSE.txt, RMSplot.png', followSymlinks: false
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script {
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MSE = sh (
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script: 'tail -1 MSE.txt',
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returnStdout: true
).trim()
}
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}
}
}
post {
success {
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emailext body: "SUCCESS, MSE = ${MSE}", subject: 's478839-evaluation', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
failure {
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emailext body: 'FAILURE', subject: 's478839-evaluation', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
unstable {
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emailext body: 'UNSTABLE', subject: 's478839-evaluation', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
changed {
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emailext body: 'CHANGED', subject: 's478839-evaluation', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
}
}