47 lines
1.3 KiB
Groovy
47 lines
1.3 KiB
Groovy
pipeline {
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agent any
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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('Clone 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('Build Docker image') {
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steps {
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script {
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docker.build("create-dataset-s464863")
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}
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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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docker.image('create-dataset-s464863').withRun("-e KAGGLE_USERNAME=${params.KAGGLE_USERNAME} -e KAGGLE_KEY=${params.KAGGLE_KEY} -e CUTOFF=${params.CUTOFF}") {
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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
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}
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}
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}
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}
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} |