70 lines
1.9 KiB
Plaintext
70 lines
1.9 KiB
Plaintext
pipeline {
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parameters {
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string(
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defaultValue: '64',
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description: 'Batch size used in ADAM',
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name: 'BATCHSIZE',
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trim: true
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)
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string(
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defaultValue: '5',
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description: 'Number of iterations',
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name: 'EPOCHS',
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trim: true
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)
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gitParameter branchFilter: 'origin/(.*)', defaultValue: 'main', name: 'BRANCH', type: 'PT_BRANCH'
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buildSelector(
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defaultSelector: lastSuccessful(),
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description: 'Which build to use for copying artifacts',
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name: 'BUILD_SELECTOR'
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)
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}
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agent {
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docker {
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image 's444409-create-dataset'
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args '-v /mlruns:/mlruns'
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}
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}
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stages {
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stage('Get dataset from artifact') {
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steps {
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copyArtifacts projectName: 's444409-create-dataset', selector: lastSuccessful(), optional: true
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}
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}
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stage('Train model') {
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steps {
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sh "python train_model.py -e ${params.EPOCHS} -b ${params.BATCHSIZE}"
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}
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}
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stage('Evaluate model') {
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steps {
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build job: "s444409-evaluation/${params.BRANCH}/", parameters: [string(name: 'BRANCH', value: "${params.BRANCH}")]
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}
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}
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}
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environment {
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NOTIFICATION_ADDRESS = 'e19191c5.uam.onmicrosoft.com@emea.teams.ms'
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}
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post {
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success {
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emailext body: 'SUCCESS', subject: "${env.JOB_NAME}", to: "${env.NOTIFICATION_ADDRESS}"
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}
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failure {
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emailext body: 'FAILURE', subject: "${env.JOB_NAME}", to: "${env.NOTIFICATION_ADDRESS}"
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}
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unstable {
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emailext body: 'UNSTABLE', subject: "${env.JOB_NAME}", to: "${env.NOTIFICATION_ADDRESS}"
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}
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changed {
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emailext body: 'CHANGED', subject: "${env.JOB_NAME}", to: "${env.NOTIFICATION_ADDRESS}"
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}
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}
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}
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