ium_478839/Jenkinsfile-train

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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"
}
}
parameters {
string(
defaultValue: '1000',
description: 'Number of epochs',
name: 'EPOCHS',
trim: false
)
}
stages {
stage('Train-stage'){
steps {
copyArtifacts filter: '*', projectName: 's478839-create-dataset'
sh 'python3 ./ml_pytorch.py $EPOCHS'
archiveArtifacts artifacts: 'Model_xPosition.pkl', followSymlinks: false
}
}
stage('Evaluation-job'){
steps {
build job: 's478839-evaluation/feature/'
}
}
}
post {
success {
emailext body: 'SUCCESS', subject: 's478839-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
failure {
emailext body: 'FAILURE', subject: 's478839-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
unstable {
emailext body: 'UNSTABLE', subject: 's478839-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
changed {
emailext body: 'CHANGED', subject: 's478839-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
}
}