43 lines
1.4 KiB
Plaintext
43 lines
1.4 KiB
Plaintext
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pipeline {
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agent {
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dockerfile {
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additionalBuildArgs "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} --build-arg CUTOFF=${params.CUTOFF} -t docker_image"
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}
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}
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parameters {
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string(
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defaultValue: '1000',
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description: 'Number of epochs',
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name: 'EPOCHS',
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trim: false
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)
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}
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stages {
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stage('Copy artifacts'){
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steps {
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copyArtifacts filter: '*', projectName: 's444018-create-dataset'
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}
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}
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stage('Train model with sacred') {
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steps {
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sh 'python3 ./biblioteka_DL/dllib.py with "epochs=$EPOCHS"'
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archiveArtifacts artifacts: 'model.pkl, s444018_sacred_FileObserver/**/*.*, result.csv', followSymlinks: false
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}
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}
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}
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post {
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success {
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emailext body: 'SUCCESS', subject: 's444018-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
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failure {
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emailext body: 'FAILURE', subject: 's444018-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
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unstable {
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emailext body: 'UNSTABLE', subject: 's444018-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
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changed {
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emailext body: 'CHANGED', subject: 's444018-training', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
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}
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}
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