ium_478841/jenkins/training.Jenkinsfile

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2022-05-02 10:52:18 +02:00
pipeline {
agent {
dockerfile true
}
parameters {
string(
defaultValue: '5',
description: 'epochs number',
name: 'epochs'
),
string {
defaultValue: '--save',
description: 'save model after training',
name: 'save_model'
}
}
stages {
stage('Checkout') {
steps {
checkout([$class: 'GitSCM', branches: [[name: '*/develop']], extensions: [], userRemoteConfigs: [
[url: 'https://git.wmi.amu.edu.pl/s478841/ium_478841.git']]])
}
}
stage('Copy Artifacts') {
steps {
copyArtifacts filter: '*.csv', fingerprintArtifacts: true, projectName: 's478841-create-dataset', selector: lastSuccessful()
}
}
stage('Model training') {
steps {
sh "chmod +x -R ${env.WORKSPACE}"
sh 'python model.py -e $epochs $save_model'
}
}
stage('Archive artifacts') {
steps {
archiveArtifacts artifacts: '*data/predictions.csv', onlyIfSuccessful: true
archiveArtifacts artifacts: '*data/model_scripted*', onlyIfSuccessful: true
}
}
}
post {
success {
emailtext body: 'SUCCESS', subject: "s478841-training", to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
failure {
emailtext body: 'FAILURE', subject: "s478841-training", to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
unstable {
emailtext body: 'UNSTABLE', subject: "s478841-training", to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
changed {
emailtext body: 'CHANGED', subject: "s478841-training", to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
}
}