ium_444380/Jenkinsfile.train
Kamil Guttmann 73609ac788
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Again use dockerfile
2022-05-07 21:14:51 +02:00

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pipeline {
agent {
dockerfile true
}
parameters {
string (
defaultValue: '100',
description: 'Epochs',
name: 'EPOCHS'
)
buildSelector(
defaultSelector: lastSuccessful(),
description: 'Which build to use for copying artifacts',
name: 'BUILD_SELECTOR'
)
}
stages {
stage('Copy artifacts') {
steps {
copyArtifacts fingerprintArtifacts: true, projectName: 's444380-create-dataset', selector: buildParameter('BUILD_SELECTOR')
}
}
stage("Checkout git") {
steps {
checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: 's444380', url: 'https://git.wmi.amu.edu.pl/s444380/ium_444380.git']]])
}
}
stage("Train model") {
steps {
sh "chmod u+x ./train_model.py"
sh "python3 ./train_model.py with 'epochs=$EPOCHS'"
archiveArtifacts artifacts: "model/*, out.csv, experiments/*/*", onlyIfSuccessful: true
}
}
}
post {
success {
emailext body: "SUCCESS", subject: "s444380-training", to: "e19191c5.uam.onmicrosoft.com@emea.teams.ms"
build job: "s444380-evaluation/master"
}
failure {
emailext body: "FAILURE", subject: "s444380-training", to: "e19191c5.uam.onmicrosoft.com@emea.teams.ms"
}
}
}