ium_464863/Jenkinsfile

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pipeline {
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agent any
parameters {
password (
name: 'KAGGLE_USERNAME',
defaultValue: '',
description: 'Kaggle username'
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)
password (
name: 'KAGGLE_KEY',
defaultValue: '',
description: 'Kaggle API key'
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)
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string (
name: 'CUTOFF',
defaultValue: '500',
description: 'Get only the first CUTOFF rows of the dataset'
)
}
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stages {
stage('Clone repository') {
steps {
checkout scm
}
}
stage('Build Docker image') {
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steps {
script {
docker.build("create-dataset-s464863")
}
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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}"
) {
sh "chmod +x ./download_dataset.py"
sh "python3 ./download_dataset.py ${params.CUTOFF}"
archiveArtifacts artifacts: 'datasets/*', onlyIfSuccessful: true
}
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}
}
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}
}