46 lines
1.2 KiB
Groovy
46 lines
1.2 KiB
Groovy
pipeline {
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agent {
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dockerfile {
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filename 'Dockerfile'
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reuseNode true
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}
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}
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parameters {
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password (
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name: 'KAGGLE_USERNAME',
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defaultValue: '',
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description: 'Kaggle username'
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)
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password (
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name: 'KAGGLE_KEY',
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defaultValue: '',
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description: 'Kaggle API key'
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)
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string (
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name: 'CUTOFF',
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defaultValue: '500',
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description: 'Get only the first CUTOFF rows of the dataset'
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)
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}
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stages {
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stage('Checkout repository') {
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steps {
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checkout scm
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}
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}
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stage('Download dataset and preprocess data') {
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steps {
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script {
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withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}"]) {
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sh "chmod +x ./download_dataset.py"
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sh "python3 ./download_dataset.py ${params.CUTOFF}"
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archiveArtifacts artifacts: 'datasets/*', onlyIfSuccessful: true sh "python preprocess.py --cutoff ${params.CUTOFF}"
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}
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}
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}
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}
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}
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} |