2022-05-08 23:38:31 +02:00
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pipeline {
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agent {
|
2022-05-16 02:27:09 +02:00
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docker {
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image 'docker_image'
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args '-v /mlruns:/mlruns'
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}
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2022-05-16 01:58:32 +02:00
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}
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2022-05-08 23:38:31 +02:00
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parameters {
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string(
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|
defaultValue: '1000',
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description: 'Number of epochs',
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name: 'EPOCHS',
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trim: false
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)
|
2022-05-08 23:50:50 +02:00
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|
|
}
|
2022-05-08 23:38:31 +02:00
|
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|
stages {
|
2022-05-11 23:51:16 +02:00
|
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|
stage('Copy artifacts'){
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steps {
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copyArtifacts filter: '*', projectName: 's444018-create-dataset'
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|
}
|
2022-05-08 23:38:31 +02:00
|
|
|
}
|
2022-05-11 23:51:16 +02:00
|
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|
stage('Train model with sacred') {
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|
|
steps {
|
2022-05-12 00:09:52 +02:00
|
|
|
sh 'python3 ./biblioteka_DL/dllib.py with "epochs=$EPOCHS"'
|
2022-05-11 23:55:39 +02:00
|
|
|
archiveArtifacts artifacts: 'model.pkl, s444018_sacred_FileObserver/**/*.*, result.csv', followSymlinks: false
|
2022-05-16 01:58:32 +02:00
|
|
|
archiveArtifacts artifacts: 'mlruns/**'
|
|
|
|
archiveArtifacts artifacts: 'my_model/**'
|
|
|
|
build job: 's444018-evaluation/master/'
|
2022-05-11 23:51:16 +02:00
|
|
|
}
|
|
|
|
}
|
2022-05-08 23:43:00 +02:00
|
|
|
}
|
2022-05-08 23:38:31 +02:00
|
|
|
post {
|
|
|
|
success {
|
|
|
|
emailext body: 'SUCCESS', subject: 's444018-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
|
|
|
|
}
|
|
|
|
failure {
|
|
|
|
emailext body: 'FAILURE', subject: 's444018-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
|
|
|
|
}
|
|
|
|
unstable {
|
|
|
|
emailext body: 'UNSTABLE', subject: 's444018-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
|
|
|
|
}
|
|
|
|
changed {
|
|
|
|
emailext body: 'CHANGED', subject: 's444018-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|