2023-06-07 20:00:19 +02:00
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pipeline{
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agent any
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2023-06-07 20:17:28 +02:00
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parameters {
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string(
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name: 'EPOCHS',
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description: 'Number of epochs',
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defaultValue: '10'
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)
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2023-06-08 08:30:03 +02:00
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string(
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name: 'BRANCH',
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description: 'Branch name',
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defaultValue: 'master'
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)
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2023-06-07 20:17:28 +02:00
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}
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2023-06-07 20:00:19 +02:00
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stages{
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stage('Copy dataset'){
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steps{
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sh "docker cp \$(docker ps -l -q):/app/dane ${env.WORKSPACE}"
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}
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}
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stage('Train model'){
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steps{
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2023-06-07 20:50:13 +02:00
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sh "docker run -v ${env.WORKSPACE}/dane:/app/dane ium python3 /app/DL-model.py --epochs ${params.EPOCHS}"
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2023-06-07 20:00:19 +02:00
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}
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}
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stage('Archive model'){
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steps{
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2023-06-07 20:57:28 +02:00
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sh "docker cp \$(docker ps -l -q):/app/model_with_data.pickle ${env.WORKSPACE}"
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2023-06-07 20:00:19 +02:00
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archiveArtifacts artifacts: 'model_with_data.pickle', fingerprint: true
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}
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}
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}
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2023-06-08 08:12:42 +02:00
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post {
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success {
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2023-06-08 08:30:03 +02:00
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build job: "s123456-evaluation", parameters: [
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string(name: 'BRANCH', value: params.BRANCH)
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], wait: false
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2023-06-08 08:12:42 +02:00
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}
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}
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2023-06-07 20:00:19 +02:00
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}
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