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