ium_452662/Jenkinsfile

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node {
stage('Preparation') {
properties([
parameters([
string(
defaultValue: 'michal2608',
description: 'Kaggle username',
name: 'KAGGLE_USERNAME',
trim: false
),
password(
defaultValue: '',
description: 'Kaggle token taken from kaggle.json file, as described in https://github.com/Kaggle/kaggle-api#api-credentials',
name: 'KAGGLE_KEY'
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),
string(
defaultValue: '117926',
description: 'Number of positions to be saved',
name: 'CUTOFF',
trim: false)
])
])
}
stage('Build') {
// Run the maven build
withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}",
"KAGGLE_KEY=${params.KAGGLE_KEY}" ]) {
sh 'echo KAGGLE_USERNAME: $KAGGLE_USERNAME'
sh 'kaggle datasets list'
}
}
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stage('Download data') {
checkout scmGit(branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[url: 'https://git.wmi.amu.edu.pl/s452662/ium_452662']])
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}
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stage('Cut data') {
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withEnv(["CUTOFF=${params.CUTOFF}"]) {
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sh '''kaggle datasets download -d aleksandrglotov/car-prices-poland
unzip -o car-prices-poland.zip
wc -l Car_Prices_Poland_Kaggle.csv
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head -n 11793 Car_Prices_Poland_Kaggle.csv > cars_test.csv
head -n 23586 Car_Prices_Poland_Kaggle.csv | tail -11793 > cars_dev.csv
head -n $((CUTOFF)) Car_Prices_Poland_Kaggle.csv | tail $((23586 - CUTOFF)) > cars_train.csv'''}
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}
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stage('Save data into artifacts') {
archiveArtifacts artifacts: '*.csv', followSymlinks: false
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}
}