ium_444507/Jenkinsfile_training
Adam Wojdyla 9546d699e2
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training jenkinsfile fix
2022-05-16 10:23:38 +02:00

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pipeline {
agent {
docker {
image 's444507_create_dataset_image:latest'
args '-v /mlruns:/mlruns'
}
}
parameters {
string(name: 'epoch', defaultValue: '100', description: 'Number of epochs to train model.')
}
stages {
stage('Get artifacts') {
steps {
copyArtifacts fingerprintArtifacts: true, projectName: 's444507-create-dataset', selector: lastSuccessful()
}
}
stage('Run mlflow script and save artifacts') {
steps {
sh "python3 lab08_deepLearining_mlflow.py $epoch"
archiveArtifacts artifacts: 'CarPrices_pytorch_model.pkl'
archiveArtifacts artifacts: 'mlruns/**'
archiveArtifacts artifacts: 'my_model/**'
sh 'rm -r mlruns'
sh 'rm -r my_model'
build job: 's444507-evaluation/master/'
}
}
}
post {
always {
emailext body: "${currentBuild.currentResult}", subject: 's444507-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
}
}