2022-05-12 21:55:50 +02:00
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pipeline {
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agent {
|
2022-05-13 16:01:03 +02:00
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docker {
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image 's449288/ium:lab8'
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2022-05-13 16:07:26 +02:00
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args '-v /mlruns:/mlruns'
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2022-05-12 21:55:50 +02:00
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}
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}
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stages {
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stage('Stage 1') {
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steps {
|
2022-05-12 22:57:13 +02:00
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sh 'cd lab8/'
|
2022-05-12 23:17:24 +02:00
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|
sh 'chmod u+x simple_regression_lab8.py'
|
2022-05-12 21:55:50 +02:00
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echo 'Copying datasets from create-dataset...'
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copyArtifacts filter: '*', projectName: 's449288-create-dataset'
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|
echo 'Datasets copied'
|
|
|
|
echo 'Conducting simple regression model test'
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|
sh 'python3 simple_regression_lab8.py'
|
|
|
|
echo 'Model and predictions saved'
|
|
|
|
sh 'head lego_reg_results.csv'
|
|
|
|
echo 'Archiving model...'
|
|
|
|
sh 'ls -lh lego_reg_model'
|
|
|
|
sh 'tar -czf lego_reg_model.tar.gz lego_reg_model/'
|
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|
|
archiveArtifacts 'lego_reg_model.tar.gz'
|
|
|
|
echo 'Model archived'
|
2022-05-13 14:46:06 +02:00
|
|
|
echo 'Archiving the MLflow repo...'
|
2022-05-13 15:02:15 +02:00
|
|
|
sh 'ls -lh mlruns'
|
|
|
|
sh 'tar -czf mlruns.tar.gz mlruns/'
|
|
|
|
archiveArtifacts 'mlruns.tar.gz'
|
2022-05-13 14:46:06 +02:00
|
|
|
echo 'MLflow repo archived'
|
2022-05-12 21:55:50 +02:00
|
|
|
echo 'Launching the s449288-evaluation job...'
|
|
|
|
build job: 's449288-evaluation/master/'
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
post {
|
|
|
|
success {
|
|
|
|
emailext body: 'SUCCESS', subject: 's449288-training build status', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
|
|
|
|
}
|
|
|
|
failure {
|
|
|
|
emailext body: 'FAILURE', subject: 's449288-training build status', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
|
|
|
|
}
|
|
|
|
unstable {
|
|
|
|
emailext body: 'UNSTABLE', subject: 's449288-training build status', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
|
|
|
|
}
|
|
|
|
changed {
|
|
|
|
emailext body: 'CHANGED', subject: 's449288-training build status', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|