ium_487187/JenkinsfileDL
Jakub Zaręba 7dc5e630f6 s
2023-05-11 00:32:25 +02:00

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pipeline {
agent {
docker {
image 'python:3.11'
args '-v /root/.cache:/root/.cache -u root -v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns'
}
}
parameters {
string(name: 'EPOCHS', defaultValue: '10', description: 'Liczba Epok')
}
stages {
stage('Preparation') {
steps {
sh 'pip install pandas tensorflow scikit-learn imbalanced-learn sacred pymongo mlflow'
}
}
stage('Pobierz dane') {
steps {
script {
copyArtifacts(projectName: 's487187-create-dataset', fingerprintArtifacts: true)
}
}
}
stage('Trenuj model') {
steps {
script {
sh "python3 train.py"
}
}
}
stage('Zarchiwizuj model') {
steps {
archiveArtifacts artifacts: 'model.h5', fingerprint: true
}
}
}
}