ium_444452/Jenkins/Jenkinsfile.create_dataset
AdamOsiowy123 df03835740
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train model
2022-05-02 17:37:51 +02:00

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node {
checkout scm
def dockerImageIUM = docker.build("s444452/ium:1.3")
dockerImageIUM.inside {
stage('Preparation') {
properties([
parameters([
string(
defaultValue: 'adamosiowy',
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'
),
string(
defaultValue: "10000",
description: 'Determine the size of dataset',
name: 'CUTOFF'
)
])
])
}
stage('Clone repository') {
checkout([$class: 'GitSCM', branches: [[name: '*/master']], extensions: [], userRemoteConfigs: [[credentialsId: '5e0a58a0-03ad-41dd-beff-7b8a07c7fe0c', url: 'https://git.wmi.amu.edu.pl/s444452/ium_444452.git']]])
}
stage('Run script') {
withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}",
"KAGGLE_KEY=${params.KAGGLE_KEY}","CUTOFF=${params.CUTOFF}"]) {
sh "python3 Scripts/download_dataset.py '.' 'dataset.csv'"
}
}
stage('Archive artifacts') {
archiveArtifacts "dataset.csv, train_data.csv, test_data.csv, dev_data.csv, neural_network_evaluation.txt"
}
}
}