ium_464863/Jenkinsfile
2024-03-29 16:48:35 +01:00

48 lines
1.5 KiB
Groovy

pipeline {
agent {
dockerfile {
filename 'Dockerfile'
args '-u root'
}
}
parameters {
password (
name: 'KAGGLE_USERNAME',
defaultValue: '',
description: 'Kaggle username'
)
password (
name: 'KAGGLE_KEY',
defaultValue: '',
description: 'Kaggle API key'
)
string (
name: 'CUTOFF',
defaultValue: '500',
description: 'Get only the first CUTOFF rows of the dataset'
)
}
stages {
stage('Clone repository') {
steps {
checkout scm
}
}
stage('Download dataset') {
steps {
withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}", "CUTOFF=${params.CUTOFF}"]) {
sh "KAGGLE_USERNAME=${params.KAGGLE_USERNAME} KAGGLE_KEY=${params.KAGGLE_KEY} kaggle datasets download -d uciml/breast-cancer-wisconsin-data"
sh "unzip -o breast-cancer-wisconsin-data.zip"
sh "mkdir datasets"
sh "mv data.csv datasets/data.csv"
sh "sudo chmod +x ./download_dataset.py"
sh "python3 ./download_dataset.py $CUTOFF"
archiveArtifacts artifacts: './datasets/data.csv,./datasets/train.csv,./datasets/dev.csv,./datasets/test.csv', onlyIfSuccessful: true
}
}
}
}
}