ium_444507/Jenkinsfile_training

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pipeline {
agent {
docker { image 's444507_create_dataset_image:latest' }
}
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parameters {
string(name: 'epoch', defaultValue: '1000', description: 'Number of epochs to train model.')
}
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stages {
stage('Get arifacts') {
steps {
copyArtifacts fingerprintArtifacts: true, projectName: 's444507-create-dataset', selector: lastSuccessful()
}
}
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stage('Train model with sacred') {
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steps {
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sh "python3 lab08_deepLearining_mlflow.py $epoch"
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}
}
}
post {
success {
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archiveArtifacts artifacts: 'CarPrices_pytorch_model.pkl, mlruns/**, my_model/**', followSymlinks: false
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}
always {
emailext body: "${currentBuild.currentResult}", subject: 's444507-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
}
}
}