44 lines
1.8 KiB
Plaintext
44 lines
1.8 KiB
Plaintext
pipeline {
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agent {
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dockerfile true
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}
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stages {
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stage('Stage 1') {
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steps {
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sh 'chmod u+x ./evaluate.py'
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echo 'Copying datasets from the create-dataset job...'
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copyArtifacts filter: 'lego_sets_clean_test.csv', projectName: 's449288-create-dataset'
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echo 'Datasets copied'
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echo 'Copying model from the training job...'
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copyArtifacts filter: 'lego_reg_model.tar.gz', projectName: 's449288-training'
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echo 'Model copied'
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sh 'tar xvzf lego_reg_model.tar.gz'
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echo 'Optional copying of the metrics file from previous build...'
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copyArtifacts filter: 'eval_results.txt', projectName: 's449288-evaluation', optional: 'True'
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echo 'Metrics file copied if it did not exist'
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echo 'Evaluating model...'
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sh 'python3 evaluate.py'
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echo 'Model evaluated. Metrics saved. Plot saved.'
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sh 'head eval_results.txt'
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sh 'file error_plot.jpg'
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echo 'Archiving metrics file...'
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archiveArtifacts 'eval_results.txt'
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echo 'File archived'
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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: 's449288-evaluation build status', 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: 's449288-evaluation build status', 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: 's449288-evaluation build status', 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: 's449288-evaluation build status', to: 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
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}
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} |